WO2006054991A1 - Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie - Google Patents
Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie Download PDFInfo
- Publication number
- WO2006054991A1 WO2006054991A1 PCT/US2004/038608 US2004038608W WO2006054991A1 WO 2006054991 A1 WO2006054991 A1 WO 2006054991A1 US 2004038608 W US2004038608 W US 2004038608W WO 2006054991 A1 WO2006054991 A1 WO 2006054991A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- cells
- ctc
- improvement
- analysis
- cell
- Prior art date
Links
- 239000012634 fragment Substances 0.000 title claims abstract description 49
- 201000010099 disease Diseases 0.000 title claims abstract description 30
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 title claims abstract description 30
- 238000001514 detection method Methods 0.000 title abstract description 36
- 210000003040 circulating cell Anatomy 0.000 title abstract description 6
- 230000005291 magnetic effect Effects 0.000 title description 29
- 210000004027 cell Anatomy 0.000 claims abstract description 289
- 238000004458 analytical method Methods 0.000 claims abstract description 96
- 238000000034 method Methods 0.000 claims abstract description 70
- 230000001413 cellular effect Effects 0.000 claims abstract description 9
- 108090000623 proteins and genes Proteins 0.000 claims description 41
- 102000004169 proteins and genes Human genes 0.000 claims description 35
- 150000007523 nucleic acids Chemical class 0.000 claims description 33
- 108020004707 nucleic acids Proteins 0.000 claims description 31
- 102000039446 nucleic acids Human genes 0.000 claims description 31
- 230000006872 improvement Effects 0.000 claims description 23
- 102000018651 Epithelial Cell Adhesion Molecule Human genes 0.000 claims description 21
- 108010066687 Epithelial Cell Adhesion Molecule Proteins 0.000 claims description 21
- 210000002919 epithelial cell Anatomy 0.000 claims description 21
- 238000012360 testing method Methods 0.000 claims description 21
- 239000006249 magnetic particle Substances 0.000 claims description 19
- 239000003446 ligand Substances 0.000 claims description 16
- 210000002889 endothelial cell Anatomy 0.000 claims description 9
- 108020004414 DNA Proteins 0.000 claims description 8
- 238000003757 reverse transcription PCR Methods 0.000 claims description 8
- 108091032973 (ribonucleotides)n+m Proteins 0.000 claims description 7
- 230000007717 exclusion Effects 0.000 claims description 7
- 238000000575 proteomic method Methods 0.000 claims description 6
- 210000001124 body fluid Anatomy 0.000 claims description 5
- 201000001441 melanoma Diseases 0.000 claims description 5
- 239000010839 body fluid Substances 0.000 claims description 4
- 239000000499 gel Substances 0.000 claims description 3
- 238000012797 qualification Methods 0.000 claims description 3
- 238000011002 quantification Methods 0.000 claims description 3
- 210000003850 cellular structure Anatomy 0.000 claims 5
- 238000002101 electrospray ionisation tandem mass spectrometry Methods 0.000 claims 1
- 238000000074 matrix-assisted laser desorption--ionisation tandem time-of-flight detection Methods 0.000 claims 1
- 238000000672 surface-enhanced laser desorption--ionisation Methods 0.000 claims 1
- 208000005443 Circulating Neoplastic Cells Diseases 0.000 abstract description 184
- 206010028980 Neoplasm Diseases 0.000 abstract description 91
- 210000004881 tumor cell Anatomy 0.000 abstract description 61
- 201000011510 cancer Diseases 0.000 abstract description 45
- 238000000684 flow cytometry Methods 0.000 abstract description 32
- 238000003384 imaging method Methods 0.000 abstract description 19
- 238000004163 cytometry Methods 0.000 abstract description 18
- 238000003745 diagnosis Methods 0.000 abstract description 14
- 239000003153 chemical reaction reagent Substances 0.000 abstract description 11
- 238000000386 microscopy Methods 0.000 abstract description 6
- 230000000295 complement effect Effects 0.000 abstract description 4
- 230000003436 cytoskeletal effect Effects 0.000 abstract description 2
- 238000005516 engineering process Methods 0.000 abstract description 2
- 230000001225 therapeutic effect Effects 0.000 abstract description 2
- 230000036737 immune function Effects 0.000 abstract 1
- 230000000391 smoking effect Effects 0.000 abstract 1
- 210000004369 blood Anatomy 0.000 description 84
- 239000008280 blood Substances 0.000 description 84
- 239000000523 sample Substances 0.000 description 54
- 102000011782 Keratins Human genes 0.000 description 38
- 108010076876 Keratins Proteins 0.000 description 38
- 238000004949 mass spectrometry Methods 0.000 description 33
- 238000003556 assay Methods 0.000 description 30
- 235000018102 proteins Nutrition 0.000 description 26
- 238000010186 staining Methods 0.000 description 25
- 239000002245 particle Substances 0.000 description 24
- 230000006378 damage Effects 0.000 description 22
- 230000004044 response Effects 0.000 description 19
- 238000011282 treatment Methods 0.000 description 19
- 210000000265 leukocyte Anatomy 0.000 description 18
- 239000011554 ferrofluid Substances 0.000 description 17
- 239000000306 component Substances 0.000 description 16
- 239000000463 material Substances 0.000 description 16
- 238000002560 therapeutic procedure Methods 0.000 description 16
- 210000001519 tissue Anatomy 0.000 description 16
- 229930012538 Paclitaxel Natural products 0.000 description 15
- 229960001592 paclitaxel Drugs 0.000 description 15
- RCINICONZNJXQF-MZXODVADSA-N taxol Chemical compound O([C@@H]1[C@@]2(C[C@@H](C(C)=C(C2(C)C)[C@H](C([C@]2(C)[C@@H](O)C[C@H]3OC[C@]3([C@H]21)OC(C)=O)=O)OC(=O)C)OC(=O)[C@H](O)[C@@H](NC(=O)C=1C=CC=CC=1)C=1C=CC=CC=1)O)C(=O)C1=CC=CC=C1 RCINICONZNJXQF-MZXODVADSA-N 0.000 description 15
- 230000006907 apoptotic process Effects 0.000 description 13
- 239000011324 bead Substances 0.000 description 13
- 108020004999 messenger RNA Proteins 0.000 description 13
- 210000002381 plasma Anatomy 0.000 description 13
- 230000008569 process Effects 0.000 description 13
- 238000012545 processing Methods 0.000 description 13
- 206010027476 Metastases Diseases 0.000 description 12
- 208000000236 Prostatic Neoplasms Diseases 0.000 description 12
- 230000014509 gene expression Effects 0.000 description 12
- 238000000338 in vitro Methods 0.000 description 12
- 101000738771 Homo sapiens Receptor-type tyrosine-protein phosphatase C Proteins 0.000 description 11
- 102000007066 Prostate-Specific Antigen Human genes 0.000 description 11
- 108010072866 Prostate-Specific Antigen Proteins 0.000 description 11
- 102100037422 Receptor-type tyrosine-protein phosphatase C Human genes 0.000 description 11
- 238000009739 binding Methods 0.000 description 11
- 210000004940 nucleus Anatomy 0.000 description 11
- 230000035945 sensitivity Effects 0.000 description 11
- 238000000926 separation method Methods 0.000 description 11
- 239000000126 substance Substances 0.000 description 11
- FWBHETKCLVMNFS-UHFFFAOYSA-N 4',6-Diamino-2-phenylindol Chemical compound C1=CC(C(=N)N)=CC=C1C1=CC2=CC=C(C(N)=N)C=C2N1 FWBHETKCLVMNFS-UHFFFAOYSA-N 0.000 description 10
- 239000004698 Polyethylene Substances 0.000 description 10
- 206010060862 Prostate cancer Diseases 0.000 description 10
- 230000001086 cytosolic effect Effects 0.000 description 10
- 210000000987 immune system Anatomy 0.000 description 10
- 230000003211 malignant effect Effects 0.000 description 10
- 230000009401 metastasis Effects 0.000 description 10
- 239000013610 patient sample Substances 0.000 description 10
- 239000000427 antigen Substances 0.000 description 9
- 230000027455 binding Effects 0.000 description 9
- 108091007433 antigens Proteins 0.000 description 8
- 102000036639 antigens Human genes 0.000 description 8
- 230000004087 circulation Effects 0.000 description 8
- 238000010191 image analysis Methods 0.000 description 8
- 238000007885 magnetic separation Methods 0.000 description 8
- 206010061289 metastatic neoplasm Diseases 0.000 description 8
- 239000000203 mixture Substances 0.000 description 8
- 230000000877 morphologic effect Effects 0.000 description 8
- 239000003381 stabilizer Substances 0.000 description 8
- 230000002159 abnormal effect Effects 0.000 description 7
- 238000006243 chemical reaction Methods 0.000 description 7
- 210000000981 epithelium Anatomy 0.000 description 7
- 210000003743 erythrocyte Anatomy 0.000 description 7
- 230000001394 metastastic effect Effects 0.000 description 7
- 238000012544 monitoring process Methods 0.000 description 7
- 238000002360 preparation method Methods 0.000 description 7
- 238000012216 screening Methods 0.000 description 7
- 239000013077 target material Substances 0.000 description 7
- 239000013076 target substance Substances 0.000 description 7
- 239000012491 analyte Substances 0.000 description 6
- 239000003146 anticoagulant agent Substances 0.000 description 6
- 238000013459 approach Methods 0.000 description 6
- 239000012472 biological sample Substances 0.000 description 6
- 238000005119 centrifugation Methods 0.000 description 6
- 230000000694 effects Effects 0.000 description 6
- 238000001727 in vivo Methods 0.000 description 6
- 230000003902 lesion Effects 0.000 description 6
- 238000011084 recovery Methods 0.000 description 6
- 102000012406 Carcinoembryonic Antigen Human genes 0.000 description 5
- 108010022366 Carcinoembryonic Antigen Proteins 0.000 description 5
- 201000009030 Carcinoma Diseases 0.000 description 5
- 206010009944 Colon cancer Diseases 0.000 description 5
- 230000015572 biosynthetic process Effects 0.000 description 5
- 230000008859 change Effects 0.000 description 5
- 239000003795 chemical substances by application Substances 0.000 description 5
- 238000010494 dissociation reaction Methods 0.000 description 5
- 230000005593 dissociations Effects 0.000 description 5
- 230000002452 interceptive effect Effects 0.000 description 5
- 150000002500 ions Chemical class 0.000 description 5
- 238000002372 labelling Methods 0.000 description 5
- 208000010658 metastatic prostate carcinoma Diseases 0.000 description 5
- 238000002156 mixing Methods 0.000 description 5
- 239000011824 nuclear material Substances 0.000 description 5
- 102000004196 processed proteins & peptides Human genes 0.000 description 5
- 108090000765 processed proteins & peptides Proteins 0.000 description 5
- 238000000539 two dimensional gel electrophoresis Methods 0.000 description 5
- 238000005406 washing Methods 0.000 description 5
- YBJHBAHKTGYVGT-ZKWXMUAHSA-N (+)-Biotin Chemical compound N1C(=O)N[C@@H]2[C@H](CCCCC(=O)O)SC[C@@H]21 YBJHBAHKTGYVGT-ZKWXMUAHSA-N 0.000 description 4
- 102000010831 Cytoskeletal Proteins Human genes 0.000 description 4
- 108010037414 Cytoskeletal Proteins Proteins 0.000 description 4
- KCXVZYZYPLLWCC-UHFFFAOYSA-N EDTA Chemical compound OC(=O)CN(CC(O)=O)CCN(CC(O)=O)CC(O)=O KCXVZYZYPLLWCC-UHFFFAOYSA-N 0.000 description 4
- 102100033420 Keratin, type I cytoskeletal 19 Human genes 0.000 description 4
- 238000012300 Sequence Analysis Methods 0.000 description 4
- 239000000980 acid dye Substances 0.000 description 4
- 230000008901 benefit Effects 0.000 description 4
- 229960002685 biotin Drugs 0.000 description 4
- 239000011616 biotin Substances 0.000 description 4
- 230000007423 decrease Effects 0.000 description 4
- 238000002405 diagnostic procedure Methods 0.000 description 4
- 230000029087 digestion Effects 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 210000003958 hematopoietic stem cell Anatomy 0.000 description 4
- 230000036210 malignancy Effects 0.000 description 4
- 210000004379 membrane Anatomy 0.000 description 4
- 239000012528 membrane Substances 0.000 description 4
- 239000002105 nanoparticle Substances 0.000 description 4
- 210000000056 organ Anatomy 0.000 description 4
- 210000005259 peripheral blood Anatomy 0.000 description 4
- 239000011886 peripheral blood Substances 0.000 description 4
- 229920001184 polypeptide Polymers 0.000 description 4
- 239000003755 preservative agent Substances 0.000 description 4
- 230000002335 preservative effect Effects 0.000 description 4
- 210000002307 prostate Anatomy 0.000 description 4
- 239000007790 solid phase Substances 0.000 description 4
- 230000009870 specific binding Effects 0.000 description 4
- 208000026310 Breast neoplasm Diseases 0.000 description 3
- WSFSSNUMVMOOMR-UHFFFAOYSA-N Formaldehyde Chemical compound O=C WSFSSNUMVMOOMR-UHFFFAOYSA-N 0.000 description 3
- HTTJABKRGRZYRN-UHFFFAOYSA-N Heparin Chemical compound OC1C(NC(=O)C)C(O)OC(COS(O)(=O)=O)C1OC1C(OS(O)(=O)=O)C(O)C(OC2C(C(OS(O)(=O)=O)C(OC3C(C(O)C(O)C(O3)C(O)=O)OS(O)(=O)=O)C(CO)O2)NS(O)(=O)=O)C(C(O)=O)O1 HTTJABKRGRZYRN-UHFFFAOYSA-N 0.000 description 3
- 101000998011 Homo sapiens Keratin, type I cytoskeletal 19 Proteins 0.000 description 3
- 101000994460 Homo sapiens Keratin, type I cytoskeletal 20 Proteins 0.000 description 3
- 102100032700 Keratin, type I cytoskeletal 20 Human genes 0.000 description 3
- 208000005927 Myosarcoma Diseases 0.000 description 3
- 230000005856 abnormality Effects 0.000 description 3
- 230000003321 amplification Effects 0.000 description 3
- 238000001574 biopsy Methods 0.000 description 3
- 210000004204 blood vessel Anatomy 0.000 description 3
- 230000015556 catabolic process Effects 0.000 description 3
- 210000000170 cell membrane Anatomy 0.000 description 3
- 238000003795 desorption Methods 0.000 description 3
- 238000011161 development Methods 0.000 description 3
- 230000018109 developmental process Effects 0.000 description 3
- 239000000975 dye Substances 0.000 description 3
- 102000052116 epidermal growth factor receptor activity proteins Human genes 0.000 description 3
- 108700015053 epidermal growth factor receptor activity proteins Proteins 0.000 description 3
- -1 glycproteins Substances 0.000 description 3
- 208000015181 infectious disease Diseases 0.000 description 3
- 229920002521 macromolecule Polymers 0.000 description 3
- 238000009607 mammography Methods 0.000 description 3
- 239000011159 matrix material Substances 0.000 description 3
- 230000007246 mechanism Effects 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 201000002077 muscle cancer Diseases 0.000 description 3
- YOHYSYJDKVYCJI-UHFFFAOYSA-N n-[3-[[6-[3-(trifluoromethyl)anilino]pyrimidin-4-yl]amino]phenyl]cyclopropanecarboxamide Chemical compound FC(F)(F)C1=CC=CC(NC=2N=CN=C(NC=3C=C(NC(=O)C4CC4)C=CC=3)C=2)=C1 YOHYSYJDKVYCJI-UHFFFAOYSA-N 0.000 description 3
- 230000009871 nonspecific binding Effects 0.000 description 3
- 238000003199 nucleic acid amplification method Methods 0.000 description 3
- 238000009595 pap smear Methods 0.000 description 3
- 230000004962 physiological condition Effects 0.000 description 3
- 230000004481 post-translational protein modification Effects 0.000 description 3
- 230000002062 proliferating effect Effects 0.000 description 3
- 210000005267 prostate cell Anatomy 0.000 description 3
- 230000009467 reduction Effects 0.000 description 3
- 230000006641 stabilisation Effects 0.000 description 3
- 238000011105 stabilization Methods 0.000 description 3
- 230000000087 stabilizing effect Effects 0.000 description 3
- 238000003860 storage Methods 0.000 description 3
- 206010001233 Adenoma benign Diseases 0.000 description 2
- 201000003076 Angiosarcoma Diseases 0.000 description 2
- 241000894006 Bacteria Species 0.000 description 2
- 206010006187 Breast cancer Diseases 0.000 description 2
- 208000009458 Carcinoma in Situ Diseases 0.000 description 2
- 201000000274 Carcinosarcoma Diseases 0.000 description 2
- 208000024172 Cardiovascular disease Diseases 0.000 description 2
- 208000005243 Chondrosarcoma Diseases 0.000 description 2
- 208000035473 Communicable disease Diseases 0.000 description 2
- 238000000018 DNA microarray Methods 0.000 description 2
- 102000004190 Enzymes Human genes 0.000 description 2
- 108090000790 Enzymes Proteins 0.000 description 2
- 238000004252 FT/ICR mass spectrometry Methods 0.000 description 2
- 201000008808 Fibrosarcoma Diseases 0.000 description 2
- 208000001258 Hemangiosarcoma Diseases 0.000 description 2
- 102100033421 Keratin, type I cytoskeletal 18 Human genes 0.000 description 2
- 108010066327 Keratin-18 Proteins 0.000 description 2
- 208000018142 Leiomyosarcoma Diseases 0.000 description 2
- QPCDCPDFJACHGM-UHFFFAOYSA-N N,N-bis{2-[bis(carboxymethyl)amino]ethyl}glycine Chemical compound OC(=O)CN(CC(O)=O)CCN(CC(=O)O)CCN(CC(O)=O)CC(O)=O QPCDCPDFJACHGM-UHFFFAOYSA-N 0.000 description 2
- 206010028851 Necrosis Diseases 0.000 description 2
- 108091028043 Nucleic acid sequence Proteins 0.000 description 2
- 206010061332 Paraganglion neoplasm Diseases 0.000 description 2
- 208000007660 Residual Neoplasm Diseases 0.000 description 2
- 108010090804 Streptavidin Proteins 0.000 description 2
- 102000005789 Vascular Endothelial Growth Factors Human genes 0.000 description 2
- 108010019530 Vascular Endothelial Growth Factors Proteins 0.000 description 2
- 238000002835 absorbance Methods 0.000 description 2
- 208000009956 adenocarcinoma Diseases 0.000 description 2
- 230000032683 aging Effects 0.000 description 2
- 229940127219 anticoagulant drug Drugs 0.000 description 2
- 210000000270 basal cell Anatomy 0.000 description 2
- 235000020958 biotin Nutrition 0.000 description 2
- 210000001772 blood platelet Anatomy 0.000 description 2
- 238000009534 blood test Methods 0.000 description 2
- 210000000988 bone and bone Anatomy 0.000 description 2
- 150000001720 carbohydrates Chemical class 0.000 description 2
- 235000014633 carbohydrates Nutrition 0.000 description 2
- 230000005779 cell damage Effects 0.000 description 2
- 230000030833 cell death Effects 0.000 description 2
- 238000002512 chemotherapy Methods 0.000 description 2
- 210000002358 circulating endothelial cell Anatomy 0.000 description 2
- 230000015271 coagulation Effects 0.000 description 2
- 238000005345 coagulation Methods 0.000 description 2
- 230000009918 complex formation Effects 0.000 description 2
- 239000002131 composite material Substances 0.000 description 2
- 239000013078 crystal Substances 0.000 description 2
- 230000034994 death Effects 0.000 description 2
- 231100000517 death Toxicity 0.000 description 2
- 238000006731 degradation reaction Methods 0.000 description 2
- 230000001419 dependent effect Effects 0.000 description 2
- 230000004069 differentiation Effects 0.000 description 2
- 238000009826 distribution Methods 0.000 description 2
- 238000013399 early diagnosis Methods 0.000 description 2
- DEFVIWRASFVYLL-UHFFFAOYSA-N ethylene glycol bis(2-aminoethyl)tetraacetic acid Chemical compound OC(=O)CN(CC(O)=O)CCOCCOCCN(CC(O)=O)CC(O)=O DEFVIWRASFVYLL-UHFFFAOYSA-N 0.000 description 2
- 230000001605 fetal effect Effects 0.000 description 2
- 238000005194 fractionation Methods 0.000 description 2
- 230000002068 genetic effect Effects 0.000 description 2
- 230000013595 glycosylation Effects 0.000 description 2
- 238000006206 glycosylation reaction Methods 0.000 description 2
- 230000012010 growth Effects 0.000 description 2
- 229960002897 heparin Drugs 0.000 description 2
- 229920000669 heparin Polymers 0.000 description 2
- 230000001900 immune effect Effects 0.000 description 2
- 230000028993 immune response Effects 0.000 description 2
- 201000004933 in situ carcinoma Diseases 0.000 description 2
- 238000010348 incorporation Methods 0.000 description 2
- 238000011534 incubation Methods 0.000 description 2
- 230000002401 inhibitory effect Effects 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 238000002955 isolation Methods 0.000 description 2
- 150000002632 lipids Chemical class 0.000 description 2
- 206010024627 liposarcoma Diseases 0.000 description 2
- 208000012804 lymphangiosarcoma Diseases 0.000 description 2
- 239000003550 marker Substances 0.000 description 2
- 238000001840 matrix-assisted laser desorption--ionisation time-of-flight mass spectrometry Methods 0.000 description 2
- 238000002493 microarray Methods 0.000 description 2
- 208000001611 myxosarcoma Diseases 0.000 description 2
- 230000017074 necrotic cell death Effects 0.000 description 2
- 210000000440 neutrophil Anatomy 0.000 description 2
- 208000007312 paraganglioma Diseases 0.000 description 2
- 230000036961 partial effect Effects 0.000 description 2
- 230000035515 penetration Effects 0.000 description 2
- 229960003330 pentetic acid Drugs 0.000 description 2
- 230000008823 permeabilization Effects 0.000 description 2
- 230000026731 phosphorylation Effects 0.000 description 2
- 238000006366 phosphorylation reaction Methods 0.000 description 2
- 239000011148 porous material Substances 0.000 description 2
- 238000004393 prognosis Methods 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 230000002441 reversible effect Effects 0.000 description 2
- 201000009410 rhabdomyosarcoma Diseases 0.000 description 2
- 238000005464 sample preparation method Methods 0.000 description 2
- 208000011581 secondary neoplasm Diseases 0.000 description 2
- 210000002966 serum Anatomy 0.000 description 2
- 238000000638 solvent extraction Methods 0.000 description 2
- 241000894007 species Species 0.000 description 2
- 239000012128 staining reagent Substances 0.000 description 2
- 230000035899 viability Effects 0.000 description 2
- 238000000207 volumetry Methods 0.000 description 2
- RNMCCPMYXUKHAZ-UHFFFAOYSA-N 2-[3,3-diamino-1,2,2-tris(carboxymethyl)cyclohexyl]acetic acid Chemical compound NC1(N)CCCC(CC(O)=O)(CC(O)=O)C1(CC(O)=O)CC(O)=O RNMCCPMYXUKHAZ-UHFFFAOYSA-N 0.000 description 1
- BUOYTFVLNZIELF-UHFFFAOYSA-N 2-phenyl-1h-indole-4,6-dicarboximidamide Chemical compound N1C2=CC(C(=N)N)=CC(C(N)=N)=C2C=C1C1=CC=CC=C1 BUOYTFVLNZIELF-UHFFFAOYSA-N 0.000 description 1
- 208000010400 APUDoma Diseases 0.000 description 1
- 208000007876 Acrospiroma Diseases 0.000 description 1
- 208000000583 Adenolymphoma Diseases 0.000 description 1
- 208000003200 Adenoma Diseases 0.000 description 1
- 241000796533 Arna Species 0.000 description 1
- 206010061692 Benign muscle neoplasm Diseases 0.000 description 1
- 208000035821 Benign schwannoma Diseases 0.000 description 1
- 208000003609 Bile Duct Adenoma Diseases 0.000 description 1
- 102000004506 Blood Proteins Human genes 0.000 description 1
- 108010017384 Blood Proteins Proteins 0.000 description 1
- 208000000529 Branchioma Diseases 0.000 description 1
- OYPRJOBELJOOCE-UHFFFAOYSA-N Calcium Chemical compound [Ca] OYPRJOBELJOOCE-UHFFFAOYSA-N 0.000 description 1
- 206010007270 Carcinoid syndrome Diseases 0.000 description 1
- 102000011727 Caspases Human genes 0.000 description 1
- 108010076667 Caspases Proteins 0.000 description 1
- 206010057248 Cell death Diseases 0.000 description 1
- 208000007389 Cementoma Diseases 0.000 description 1
- 206010008263 Cervical dysplasia Diseases 0.000 description 1
- 206010008642 Cholesteatoma Diseases 0.000 description 1
- 201000005262 Chondroma Diseases 0.000 description 1
- 201000009047 Chordoma Diseases 0.000 description 1
- 208000016216 Choristoma Diseases 0.000 description 1
- 108010077544 Chromatin Proteins 0.000 description 1
- 208000031404 Chromosome Aberrations Diseases 0.000 description 1
- 208000017667 Chronic Disease Diseases 0.000 description 1
- 206010052358 Colorectal cancer metastatic Diseases 0.000 description 1
- FCKYPQBAHLOOJQ-UHFFFAOYSA-N Cyclohexane-1,2-diaminetetraacetic acid Chemical compound OC(=O)CN(CC(O)=O)C1CCCCC1N(CC(O)=O)CC(O)=O FCKYPQBAHLOOJQ-UHFFFAOYSA-N 0.000 description 1
- 201000005171 Cystadenoma Diseases 0.000 description 1
- 206010061818 Disease progression Diseases 0.000 description 1
- 101150029707 ERBB2 gene Proteins 0.000 description 1
- 208000003468 Ehrlich Tumor Carcinoma Diseases 0.000 description 1
- 206010014967 Ependymoma Diseases 0.000 description 1
- 208000006168 Ewing Sarcoma Diseases 0.000 description 1
- 206010015866 Extravasation Diseases 0.000 description 1
- 102000009109 Fc receptors Human genes 0.000 description 1
- 108010087819 Fc receptors Proteins 0.000 description 1
- 206010053717 Fibrous histiocytoma Diseases 0.000 description 1
- 206010016880 Folate deficiency Diseases 0.000 description 1
- 208000010188 Folic Acid Deficiency Diseases 0.000 description 1
- 208000007569 Giant Cell Tumors Diseases 0.000 description 1
- 206010018265 Gigantism Diseases 0.000 description 1
- 208000032612 Glial tumor Diseases 0.000 description 1
- 206010018338 Glioma Diseases 0.000 description 1
- 201000005618 Glomus Tumor Diseases 0.000 description 1
- 102100041003 Glutamate carboxypeptidase 2 Human genes 0.000 description 1
- 102000003886 Glycoproteins Human genes 0.000 description 1
- 108090000288 Glycoproteins Proteins 0.000 description 1
- 208000005234 Granulosa Cell Tumor Diseases 0.000 description 1
- 208000035773 Gynandroblastoma Diseases 0.000 description 1
- 208000002125 Hemangioendothelioma Diseases 0.000 description 1
- 208000006050 Hemangiopericytoma Diseases 0.000 description 1
- 229920002971 Heparan sulfate Polymers 0.000 description 1
- 101000892862 Homo sapiens Glutamate carboxypeptidase 2 Proteins 0.000 description 1
- 206010050808 Hyperchromasia Diseases 0.000 description 1
- 208000026350 Inborn Genetic disease Diseases 0.000 description 1
- 208000009164 Islet Cell Adenoma Diseases 0.000 description 1
- 102100023972 Keratin, type II cytoskeletal 8 Human genes 0.000 description 1
- 108010066302 Keratin-19 Proteins 0.000 description 1
- 108010070511 Keratin-8 Proteins 0.000 description 1
- 108090001090 Lectins Proteins 0.000 description 1
- 102000004856 Lectins Human genes 0.000 description 1
- 108010013709 Leukocyte Common Antigens Proteins 0.000 description 1
- 102000017095 Leukocyte Common Antigens Human genes 0.000 description 1
- 201000004462 Leydig Cell Tumor Diseases 0.000 description 1
- 206010024612 Lipoma Diseases 0.000 description 1
- 206010058467 Lung neoplasm malignant Diseases 0.000 description 1
- 206010025219 Lymphangioma Diseases 0.000 description 1
- 208000004138 Lymphangiomyoma Diseases 0.000 description 1
- 208000008095 Malignant Carcinoid Syndrome Diseases 0.000 description 1
- 208000000172 Medulloblastoma Diseases 0.000 description 1
- 208000010153 Mesonephroma Diseases 0.000 description 1
- 206010027406 Mesothelioma Diseases 0.000 description 1
- 241001465754 Metazoa Species 0.000 description 1
- 102000029749 Microtubule Human genes 0.000 description 1
- 108091022875 Microtubule Proteins 0.000 description 1
- 101100346932 Mus musculus Muc1 gene Proteins 0.000 description 1
- 208000007727 Muscle Tissue Neoplasms Diseases 0.000 description 1
- 201000004458 Myoma Diseases 0.000 description 1
- BAWFJGJZGIEFAR-NNYOXOHSSA-O NAD(+) Chemical compound NC(=O)C1=CC=C[N+]([C@H]2[C@@H]([C@H](O)[C@@H](COP(O)(=O)OP(O)(=O)OC[C@@H]3[C@H]([C@@H](O)[C@@H](O3)N3C4=NC=NC(N)=C4N=C3)O)O2)O)=C1 BAWFJGJZGIEFAR-NNYOXOHSSA-O 0.000 description 1
- 238000005481 NMR spectroscopy Methods 0.000 description 1
- 206010029260 Neuroblastoma Diseases 0.000 description 1
- 201000004404 Neurofibroma Diseases 0.000 description 1
- 208000009905 Neurofibromatoses Diseases 0.000 description 1
- 208000005890 Neuroma Diseases 0.000 description 1
- 102000043276 Oncogene Human genes 0.000 description 1
- 108700020796 Oncogene Proteins 0.000 description 1
- 206010033128 Ovarian cancer Diseases 0.000 description 1
- 238000002944 PCR assay Methods 0.000 description 1
- 102000007079 Peptide Fragments Human genes 0.000 description 1
- 108010033276 Peptide Fragments Proteins 0.000 description 1
- 208000005228 Pericardial Effusion Diseases 0.000 description 1
- 108010004729 Phycoerythrin Proteins 0.000 description 1
- 208000002163 Phyllodes Tumor Diseases 0.000 description 1
- 206010071776 Phyllodes tumour Diseases 0.000 description 1
- 208000007641 Pinealoma Diseases 0.000 description 1
- 239000002202 Polyethylene glycol Substances 0.000 description 1
- 206010036790 Productive cough Diseases 0.000 description 1
- 108010026552 Proteome Proteins 0.000 description 1
- 208000034541 Rare lymphatic malformation Diseases 0.000 description 1
- 206010038802 Reticuloendothelial system stimulated Diseases 0.000 description 1
- 208000005678 Rhabdomyoma Diseases 0.000 description 1
- 240000004808 Saccharomyces cerevisiae Species 0.000 description 1
- 206010039491 Sarcoma Diseases 0.000 description 1
- 208000003274 Sertoli cell tumor Diseases 0.000 description 1
- 208000002669 Sex Cord-Gonadal Stromal Tumors Diseases 0.000 description 1
- FAPWRFPIFSIZLT-UHFFFAOYSA-M Sodium chloride Chemical compound [Na+].[Cl-] FAPWRFPIFSIZLT-UHFFFAOYSA-M 0.000 description 1
- 229910000831 Steel Inorganic materials 0.000 description 1
- 206010042658 Sweat gland tumour Diseases 0.000 description 1
- 206010043276 Teratoma Diseases 0.000 description 1
- GLNADSQYFUSGOU-GPTZEZBUSA-J Trypan blue Chemical compound [Na+].[Na+].[Na+].[Na+].C1=C(S([O-])(=O)=O)C=C2C=C(S([O-])(=O)=O)C(/N=N/C3=CC=C(C=C3C)C=3C=C(C(=CC=3)\N=N\C=3C(=CC4=CC(=CC(N)=C4C=3O)S([O-])(=O)=O)S([O-])(=O)=O)C)=C(O)C2=C1N GLNADSQYFUSGOU-GPTZEZBUSA-J 0.000 description 1
- 102000018265 Virus Receptors Human genes 0.000 description 1
- 108010066342 Virus Receptors Proteins 0.000 description 1
- 241000700605 Viruses Species 0.000 description 1
- 208000021146 Warthin tumor Diseases 0.000 description 1
- 208000027418 Wounds and injury Diseases 0.000 description 1
- UYRDHEJRPVSJFM-VSWVFQEASA-N [(1s,3r)-3-hydroxy-4-[(3e,5e,7e,9e,11z)-11-[4-[(e)-2-[(1r,3s,6s)-3-hydroxy-1,5,5-trimethyl-7-oxabicyclo[4.1.0]heptan-6-yl]ethenyl]-5-oxofuran-2-ylidene]-3,10-dimethylundeca-1,3,5,7,9-pentaenylidene]-3,5,5-trimethylcyclohexyl] acetate Chemical compound C[C@@]1(O)C[C@@H](OC(=O)C)CC(C)(C)C1=C=C\C(C)=C\C=C\C=C\C=C(/C)\C=C/1C=C(\C=C\[C@]23[C@@](O2)(C)C[C@@H](O)CC3(C)C)C(=O)O\1 UYRDHEJRPVSJFM-VSWVFQEASA-N 0.000 description 1
- 230000002378 acidificating effect Effects 0.000 description 1
- 230000006978 adaptation Effects 0.000 description 1
- 201000004471 adenofibroma Diseases 0.000 description 1
- 208000018234 adnexal spiradenoma/cylindroma of a sweat gland Diseases 0.000 description 1
- 208000037842 advanced-stage tumor Diseases 0.000 description 1
- 238000001042 affinity chromatography Methods 0.000 description 1
- 230000002776 aggregation Effects 0.000 description 1
- 238000004220 aggregation Methods 0.000 description 1
- 108010004469 allophycocyanin Proteins 0.000 description 1
- 208000010029 ameloblastoma Diseases 0.000 description 1
- 239000000538 analytical sample Substances 0.000 description 1
- 208000000252 angiomatosis Diseases 0.000 description 1
- 239000005557 antagonist Substances 0.000 description 1
- 230000001640 apoptogenic effect Effects 0.000 description 1
- XKRFYHLGVUSROY-UHFFFAOYSA-N argon Substances [Ar] XKRFYHLGVUSROY-UHFFFAOYSA-N 0.000 description 1
- 229910052786 argon Inorganic materials 0.000 description 1
- 210000003567 ascitic fluid Anatomy 0.000 description 1
- 230000001580 bacterial effect Effects 0.000 description 1
- 210000002469 basement membrane Anatomy 0.000 description 1
- 208000021592 benign granular cell tumor Diseases 0.000 description 1
- 229920001222 biopolymer Polymers 0.000 description 1
- 108010053098 biotin receptor Proteins 0.000 description 1
- 230000023555 blood coagulation Effects 0.000 description 1
- 239000012503 blood component Substances 0.000 description 1
- 210000001185 bone marrow Anatomy 0.000 description 1
- 239000012888 bovine serum Substances 0.000 description 1
- GEHJBWKLJVFKPS-UHFFFAOYSA-N bromochloroacetic acid Chemical compound OC(=O)C(Cl)Br GEHJBWKLJVFKPS-UHFFFAOYSA-N 0.000 description 1
- 229910052791 calcium Inorganic materials 0.000 description 1
- 239000011575 calcium Substances 0.000 description 1
- 208000005761 carcinoid heart disease Diseases 0.000 description 1
- 201000011529 cardiovascular cancer Diseases 0.000 description 1
- 230000032823 cell division Effects 0.000 description 1
- 208000037887 cell injury Diseases 0.000 description 1
- 230000033077 cellular process Effects 0.000 description 1
- 210000003169 central nervous system Anatomy 0.000 description 1
- 238000012512 characterization method Methods 0.000 description 1
- 150000001793 charged compounds Chemical class 0.000 description 1
- 239000002738 chelating agent Substances 0.000 description 1
- 238000000701 chemical imaging Methods 0.000 description 1
- 229930002875 chlorophyll Natural products 0.000 description 1
- 235000019804 chlorophyll Nutrition 0.000 description 1
- ATNHDLDRLWWWCB-AENOIHSZSA-M chlorophyll a Chemical compound C1([C@@H](C(=O)OC)C(=O)C2=C3C)=C2N2C3=CC(C(CC)=C3C)=[N+]4C3=CC3=C(C=C)C(C)=C5N3[Mg-2]42[N+]2=C1[C@@H](CCC(=O)OC\C=C(/C)CCC[C@H](C)CCC[C@H](C)CCCC(C)C)[C@H](C)C2=C5 ATNHDLDRLWWWCB-AENOIHSZSA-M 0.000 description 1
- 201000005217 chondroblastoma Diseases 0.000 description 1
- 210000003483 chromatin Anatomy 0.000 description 1
- 210000005266 circulating tumour cell Anatomy 0.000 description 1
- 208000009060 clear cell adenocarcinoma Diseases 0.000 description 1
- 238000003776 cleavage reaction Methods 0.000 description 1
- 238000003759 clinical diagnosis Methods 0.000 description 1
- 239000011248 coating agent Substances 0.000 description 1
- 238000000576 coating method Methods 0.000 description 1
- 239000000084 colloidal system Substances 0.000 description 1
- 230000000112 colonic effect Effects 0.000 description 1
- 239000008139 complexing agent Substances 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 230000030944 contact inhibition Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 208000002445 cystadenocarcinoma Diseases 0.000 description 1
- 210000000805 cytoplasm Anatomy 0.000 description 1
- 229940127089 cytotoxic agent Drugs 0.000 description 1
- 239000002254 cytotoxic agent Substances 0.000 description 1
- 231100000599 cytotoxic agent Toxicity 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 230000007850 degeneration Effects 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 230000002939 deleterious effect Effects 0.000 description 1
- 210000002249 digestive system Anatomy 0.000 description 1
- 238000011038 discontinuous diafiltration by volume reduction Methods 0.000 description 1
- 230000005750 disease progression Effects 0.000 description 1
- 230000009429 distress Effects 0.000 description 1
- 230000003828 downregulation Effects 0.000 description 1
- 239000003814 drug Substances 0.000 description 1
- 238000001035 drying Methods 0.000 description 1
- 230000002526 effect on cardiovascular system Effects 0.000 description 1
- 230000008030 elimination Effects 0.000 description 1
- 238000003379 elimination reaction Methods 0.000 description 1
- 210000003527 eukaryotic cell Anatomy 0.000 description 1
- 238000001704 evaporation Methods 0.000 description 1
- 230000008020 evaporation Effects 0.000 description 1
- 230000005284 excitation Effects 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000005294 ferromagnetic effect Effects 0.000 description 1
- 206010016629 fibroma Diseases 0.000 description 1
- 239000012530 fluid Substances 0.000 description 1
- 238000012921 fluorescence analysis Methods 0.000 description 1
- 238000000799 fluorescence microscopy Methods 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 238000013467 fragmentation Methods 0.000 description 1
- 238000006062 fragmentation reaction Methods 0.000 description 1
- 201000008361 ganglioneuroma Diseases 0.000 description 1
- 239000007792 gaseous phase Substances 0.000 description 1
- 238000001502 gel electrophoresis Methods 0.000 description 1
- 239000007863 gel particle Substances 0.000 description 1
- 208000016361 genetic disease Diseases 0.000 description 1
- 230000000762 glandular Effects 0.000 description 1
- 201000005626 glomangioma Diseases 0.000 description 1
- 230000005484 gravity Effects 0.000 description 1
- 230000003394 haemopoietic effect Effects 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 201000011066 hemangioma Diseases 0.000 description 1
- 206010073071 hepatocellular carcinoma Diseases 0.000 description 1
- 201000005133 hidradenoma Diseases 0.000 description 1
- 210000003630 histaminocyte Anatomy 0.000 description 1
- 201000000284 histiocytoma Diseases 0.000 description 1
- 239000005556 hormone Substances 0.000 description 1
- 229940088597 hormone Drugs 0.000 description 1
- 206010020718 hyperplasia Diseases 0.000 description 1
- ZCTXEAQXZGPWFG-UHFFFAOYSA-N imidurea Chemical compound O=C1NC(=O)N(CO)C1NC(=O)NCNC(=O)NC1C(=O)NC(=O)N1CO ZCTXEAQXZGPWFG-UHFFFAOYSA-N 0.000 description 1
- 230000008004 immune attack Effects 0.000 description 1
- 230000007124 immune defense Effects 0.000 description 1
- 238000003018 immunoassay Methods 0.000 description 1
- 238000003365 immunocytochemistry Methods 0.000 description 1
- 238000011065 in-situ storage Methods 0.000 description 1
- 230000006882 induction of apoptosis Effects 0.000 description 1
- 230000000977 initiatory effect Effects 0.000 description 1
- 208000014674 injury Diseases 0.000 description 1
- 239000003049 inorganic solvent Substances 0.000 description 1
- 229910001867 inorganic solvent Inorganic materials 0.000 description 1
- 230000003834 intracellular effect Effects 0.000 description 1
- 238000011835 investigation Methods 0.000 description 1
- 238000005040 ion trap Methods 0.000 description 1
- 230000001788 irregular Effects 0.000 description 1
- 201000002529 islet cell tumor Diseases 0.000 description 1
- 230000002147 killing effect Effects 0.000 description 1
- 239000002523 lectin Substances 0.000 description 1
- 201000010260 leiomyoma Diseases 0.000 description 1
- 239000007788 liquid Substances 0.000 description 1
- 238000004895 liquid chromatography mass spectrometry Methods 0.000 description 1
- 210000004185 liver Anatomy 0.000 description 1
- 229940127215 low-molecular weight heparin Drugs 0.000 description 1
- 238000004020 luminiscence type Methods 0.000 description 1
- 210000004072 lung Anatomy 0.000 description 1
- 201000005202 lung cancer Diseases 0.000 description 1
- 208000020816 lung neoplasm Diseases 0.000 description 1
- 210000004698 lymphocyte Anatomy 0.000 description 1
- 230000005381 magnetic domain Effects 0.000 description 1
- 239000002122 magnetic nanoparticle Substances 0.000 description 1
- 230000008774 maternal effect Effects 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 206010027191 meningioma Diseases 0.000 description 1
- QSHDDOUJBYECFT-UHFFFAOYSA-N mercury Chemical compound [Hg] QSHDDOUJBYECFT-UHFFFAOYSA-N 0.000 description 1
- 229910052753 mercury Inorganic materials 0.000 description 1
- 210000000716 merkel cell Anatomy 0.000 description 1
- 208000004197 mesenchymoma Diseases 0.000 description 1
- 208000011831 mesonephric neoplasm Diseases 0.000 description 1
- 238000010208 microarray analysis Methods 0.000 description 1
- 244000005700 microbiome Species 0.000 description 1
- 210000004688 microtubule Anatomy 0.000 description 1
- 230000003278 mimic effect Effects 0.000 description 1
- 238000003032 molecular docking Methods 0.000 description 1
- 239000003068 molecular probe Substances 0.000 description 1
- 201000004130 myoblastoma Diseases 0.000 description 1
- 230000002107 myocardial effect Effects 0.000 description 1
- 208000010125 myocardial infarction Diseases 0.000 description 1
- 208000009091 myxoma Diseases 0.000 description 1
- 230000001338 necrotic effect Effects 0.000 description 1
- 208000007538 neurilemmoma Diseases 0.000 description 1
- 208000029986 neuroepithelioma Diseases 0.000 description 1
- 201000004931 neurofibromatosis Diseases 0.000 description 1
- 210000002445 nipple Anatomy 0.000 description 1
- 210000004882 non-tumor cell Anatomy 0.000 description 1
- 239000002773 nucleotide Substances 0.000 description 1
- 125000003729 nucleotide group Chemical group 0.000 description 1
- 208000004128 odontoma Diseases 0.000 description 1
- 239000003960 organic solvent Substances 0.000 description 1
- 208000008798 osteoma Diseases 0.000 description 1
- 201000008968 osteosarcoma Diseases 0.000 description 1
- 230000020477 pH reduction Effects 0.000 description 1
- 208000022102 pancreatic neuroendocrine neoplasm Diseases 0.000 description 1
- 208000003154 papilloma Diseases 0.000 description 1
- 230000005298 paramagnetic effect Effects 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 244000052769 pathogen Species 0.000 description 1
- 230000001575 pathological effect Effects 0.000 description 1
- 210000004912 pericardial fluid Anatomy 0.000 description 1
- UTIQDNPUHSAVDN-UHFFFAOYSA-N peridinin Natural products CC(=O)OC1CC(C)(C)C(=C=CC(=CC=CC=CC=C2/OC(=O)C(=C2)C=CC34OC3(C)CC(O)CC4(C)C)C)C(C)(O)C1 UTIQDNPUHSAVDN-UHFFFAOYSA-N 0.000 description 1
- 230000003836 peripheral circulation Effects 0.000 description 1
- 238000005191 phase separation Methods 0.000 description 1
- 208000024724 pineal body neoplasm Diseases 0.000 description 1
- 201000004123 pineal gland cancer Diseases 0.000 description 1
- 230000001817 pituitary effect Effects 0.000 description 1
- 210000004910 pleural fluid Anatomy 0.000 description 1
- 229920001481 poly(stearyl methacrylate) Polymers 0.000 description 1
- 229920001223 polyethylene glycol Polymers 0.000 description 1
- 229920000642 polymer Polymers 0.000 description 1
- 230000035935 pregnancy Effects 0.000 description 1
- 238000002203 pretreatment Methods 0.000 description 1
- 230000000861 pro-apoptotic effect Effects 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 208000023958 prostate neoplasm Diseases 0.000 description 1
- 235000004252 protein component Nutrition 0.000 description 1
- 230000012846 protein folding Effects 0.000 description 1
- 230000004850 protein–protein interaction Effects 0.000 description 1
- 230000002797 proteolythic effect Effects 0.000 description 1
- 238000012113 quantitative test Methods 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 230000002285 radioactive effect Effects 0.000 description 1
- 238000001959 radiotherapy Methods 0.000 description 1
- 230000008707 rearrangement Effects 0.000 description 1
- 108020003175 receptors Proteins 0.000 description 1
- 102000005962 receptors Human genes 0.000 description 1
- 230000002829 reductive effect Effects 0.000 description 1
- 230000003362 replicative effect Effects 0.000 description 1
- 210000002345 respiratory system Anatomy 0.000 description 1
- 238000012340 reverse transcriptase PCR Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 201000007416 salivary gland adenoid cystic carcinoma Diseases 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 206010039667 schwannoma Diseases 0.000 description 1
- 230000007017 scission Effects 0.000 description 1
- 125000005629 sialic acid group Chemical group 0.000 description 1
- 230000019491 signal transduction Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 239000002195 soluble material Substances 0.000 description 1
- 210000003802 sputum Anatomy 0.000 description 1
- 208000024794 sputum Diseases 0.000 description 1
- 239000007858 starting material Substances 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 239000010959 steel Substances 0.000 description 1
- 150000003431 steroids Chemical class 0.000 description 1
- 239000000758 substrate Substances 0.000 description 1
- 239000006228 supernatant Substances 0.000 description 1
- 238000001356 surgical procedure Methods 0.000 description 1
- 230000004083 survival effect Effects 0.000 description 1
- 239000000725 suspension Substances 0.000 description 1
- 206010042863 synovial sarcoma Diseases 0.000 description 1
- 238000004885 tandem mass spectrometry Methods 0.000 description 1
- 230000008685 targeting Effects 0.000 description 1
- 230000002381 testicular Effects 0.000 description 1
- 208000001644 thecoma Diseases 0.000 description 1
- 230000036962 time dependent Effects 0.000 description 1
- 238000013518 transcription Methods 0.000 description 1
- 230000035897 transcription Effects 0.000 description 1
- 238000012085 transcriptional profiling Methods 0.000 description 1
- 238000011222 transcriptome analysis Methods 0.000 description 1
- 238000013519 translation Methods 0.000 description 1
- 230000014616 translation Effects 0.000 description 1
- 230000004614 tumor growth Effects 0.000 description 1
- 230000003827 upregulation Effects 0.000 description 1
- 210000002700 urine Anatomy 0.000 description 1
- 239000012808 vapor phase Substances 0.000 description 1
- 230000002792 vascular Effects 0.000 description 1
- 230000004304 visual acuity Effects 0.000 description 1
- 210000002268 wool Anatomy 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
- G01N33/574—Immunoassay; Biospecific binding assay; Materials therefor for cancer
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/5005—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells
- G01N33/5091—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells for testing the pathological state of an organism
Definitions
- This invention generally relates to the use of proteomic and mRNA transcript investigation as diagnostic tools as it relates to the fields of oncology and diagnostic testing. More specifically, the present invention relates to the use of proteomics and mRNA transcript profiling as a source of information in the analysis of tumor cells for early diagnosis of cancer and in predicting clinical outcomes.
- metastases i.e. multiple widespread tumor colonies established by malignant cells that detach themselves from the site of the original tumor and travel through the body to distant sites. If a primary tumor is detected early enough, it can often be eliminated by surgery, radiation, or chemotherapy or some combination of those treatments. Because of the difficulty in detection, metastatic colonies are harder to detect and eliminate and it is often impossible to treat all of them successfully. From a clinical perspective, metastasis is considered a conclusive event in the natural progression of cancer. Moreover, the ability to metastasize is the property that uniquely characterizes a malignant tumor. Cancer metastasis comprises a complex series of sequential events.
- the test is performed on 10 5 to 10 6 cells purified away from interfering red blood cells. This corresponds to a practical lower limit of sensitivity of one tumor cell per 0.1 ml of blood. Hence, there needs to be about 10 tumor cells in an ml of blood before a signal is detectable. As a further consideration, tumor cells are often genetically unstable. Accordingly, cancer cells having genetic rearrangements and sequence changes may be missed in a PCR assay as the requisite sequence complementation between PCR primers and target sequence can be lost.
- a useful diagnostic test needs to be very sensitive and reliable.
- a blood test developed to detect the presence of a single tumor cell in one ml of blood corresponds to the detection of 3000 - 4000 total cells in circulation, a number that establishes tumors in inoculated animals. Further if 3000 - 4000 circulating cells represent 0.01 % of the total cells in a tumor, then it would contain about 4 x 10 7 total cells. A tumor containing that number of cells would not be visible by any technique currently in existence. Hence, if tumor cells are shed in the early stages of cancer, a test with the sensitivity mentioned above would detect the cancer. If tumor cells are shed in some functional relationship with tumor size, then a quantitative test could assess tumor burden. The general view is that tumors are initially well confined and hence there are few if any circulating cells in early stages of disease.
- a method for identifying those cells in circulation with metastatic potential prior to establishment of a secondary tumor is highly desirable, particularly early on in the cancer.
- CTC can circulate as both live and dead cells, wherein "dead” comprises the full range of damaged and fragmented cells as well as CTC-derived debris.
- the tumor burden is probably best represented by the total of both intact CTC, including clusters, and damaged CTC, which bear morphological characteristics of cells, but are distinct from clumps and/or aggregates.
- CTC debris that is positively stained for cytokeratin may also have densities falling in the RBC or higher ranges, since most intracellular components (with the possible exception of lipophilic membrane fragments that may be located near the plasma-buffy coat interface) have densities in the range of 1.15 to 1.3. Hence, a substantial portion of damaged CTC and CTC debris may be located outside the buffy coat layer, and would not be seen by the density gradient methods, such as those in WO00/47998. Some images of damaged or fragmented CTC are shown, but it is quite possible the damage occurred during cytospin or subsequent processing, and is thus artifactual.
- Epithelial cells in their tissue of origin obey established growth and development "rules". Those rules include population control. This means that under normal circumstances the number and size of the cells remains constant and changes only when necessary for normal growth and development of the organism. Only the basal cells of the epithelium or immortal cells will divide and they will do so when it is necessary for the epithelium to perform its function, whatever it is depending in the nature and location of the epithelium. Under some abnormal but benign circumstances, cells will proliferate and the basal layer will divide more than usual, causing hyperplasia. Under some other abnormal but benign circumstances, cells may increase in size beyond what is normal for the particular tissue, causing cell gigantism, as in folic acid deficiency.
- Epithelial tissue may increase in size or number of cells also due to pre- malignant or malignant lesions. In these cases, changes similar to those described above are accompanied by nuclear abnormalities ranging from mild . in low-grade intraepithelial lesions to severe in malignancies. It is believed that changes in these cells may affect portions of the thickness of the
- epithelium and as they increase in severity will comprise a thicker portion of such epithelium. These cells do not obey restrictions of contact inhibition and continue growing without tissue controls. When the entire thickness of the epithelium is affected by malignant changes, the condition is recognized as a carcinoma in situ (CIS).
- CIS carcinoma in situ
- the malignant cells eventually are able to pass through the basement membrane and invade the stroma of the organ as their malignant potential increases. After invading the stroma, these cells are believed to have the potential for reaching the blood vessels. Once they infiltrate the blood vessels, cells find themselves in a completely different environment from the one they originated.
- the cells may infiltrate the blood vessels as single cells or as clusters of two or more cells.
- a single cell of epithelial origin circulating through the circulatory system is destined to have one of two outcomes. It may die or it may survive.
- Single Cells 1.
- the cell may die either through apoptosis due to internal changes or messages in the cell itself. These messages may have been in the cell before intravasation or they may be received while in the blood, or it may die due to the influence of the immune system of the host, which may recognize these cells as "alien" to this environment.
- the results of cellular death are identifiable in imaging systems as enucleated cells, speckled cells or amorphous cells. These cells do not have the potential for cell division or for establishing colonies or metastases.
- Enucleated cells are the result of nuclear disintegration and elimination (karyorrhexis and karyolysis). They are positive for cytokeratin, and negative for nucleic acid.
- speckled cells are positive for cytokeratin and DAPI and show evidence of cellular degeneration and cytoplasmic disintegration.
- These cells may represent response to therapy or to the host's immune system as the cytoskeletal proteins retract.
- Another dying tumor cell identifiable is the amorphous cell. These cells are probably damaged during the preparation process, a sign that these may be weaker, more delicate cells but may also be the result of apoptosis or immune attack.
- a viable malignant epithelial cell may have the potential to survive the circulation and form colonies in distant organs. These "survivor cells” appear in as intact cells with high nuclear material/cytoplasmic material ratio. These cells are probably undifferentiated and can potentially divide in blood and form small clusters (Brandt et a/. "Isolation of prostate-derived single cells and cell clusters from human peripheral blood” Cancer Research 56, 4556-4561 , 1996) that may extravasate in a distant capillary, where the cell may establish a new colony, or it may remain as a single cell until it extravasates, dividing once it establishes itself in the new tissue, starting this way a new colony.
- a decrease in the number of tumor cells and/or some change in an appropriate index may represent a response to patient therapy.
- the response index represents a measure of response to a patient therapy whereby
- Image cytometry analysis is useful for screening the general population. Identification of CTC in a patient could indicate that there is a primary malignancy that has started or is starting the process of metastasis. If these cells are identified as of the tissue of origin with new markers, then organ specific tests, like guided fine needle aspirations (FNA) can be used to verify the presence or absence of such malignancies. Patients where a primary cannot be identified can be followed-up with repeat tests after establishing an individual base line. All or some of the above-cited factors were found to contribute to debris and/or aggregate formation that have been observed to confound the detection of CTC by direct enrichment procedures from whole blood as disclosed in this invention.
- FNA guided fine needle aspirations
- the number of intact CTC, damaged or suspect CTC as well as the degree of damage to the CTC, may further serve as diagnostically important indicators of the tumor burden, the proliferative ) potential of the tumor cells and/or the effectiveness of therapy.
- the present invention has a distinct advantage in that the methods and protocols of the prior art combine unavoidable in vivo damage to CTC with avoidable in vitro storage and processing damage, thus yielding erroneous information on CTC and tumor burdens in cancer patients.
- This relatively simple blood test described herein, which functions with a high degree of sensitivity and specificity, can be thought of as a "whole body biopsy".
- Proteomics Incorporating a more global analysis of diagnosis, follow-up, and screening as related to protein expression is another embodiment of the present invention. Assessing global patterns of protein expression in individual cells, tissues, or body fluids, has been the basic foundation in proteomics and provide an improvement to current methods. Coupled with genetic information, protein expression in individual cells can take on several different forms based upon the nucleotide sequence, whether a splice variant occurs, or whether there is a post-translational modification. Thus, the transcription, translation, and post-translational modification of each protein define a specific biochemical function within a living cell.
- proteomics looks at the transcripts of genomic DNA (messenger RNA) as they directly encode proteins, and that these proteins are further modified by mechanisms such as phosphorylation or glycosylation. As a consequence of this sequence of events, there are functional variations in protein expression. Thus, proteomics is a process of transcriptional profiling to determine which genes, or combination thereof, are transcribed in a particular cell type or disease state.
- protein profiling is examined by various techniques which include two-dimensional gel electrophoresis (2D-GeI) and mass spectroscopy (MS), co-immunoprecipation, affinity chromatography, protein binding analysis, overlay analysis, using yeast in protein-protein interaction, the analysis of signal transduction and other complex cellular process, three-dimensional structure modeling and large-scale protein folding, and the incorporation of bioinformatics with proteomic data.
- 2D-GeI two-dimensional gel electrophoresis
- MS mass spectroscopy
- Two-dimensional gel electrophoresis alone has several inherent problems, especially when applied in diagnosis. These include difficulties in the analysis of the gels, the insufficiency of the resolving power to separate various distinct proteins in a particular sample, and a lack of reproducibility from one gel sample to the next.
- polypeptides are solubilized in a solution or reagent system depending upon the properties of the polypeptide (i.e. organic or inorganic solvents) and the type of MS performed (WO 93/24834 by Chait et al.).
- Mass spectrometer analysis includes ionization (I) techniques, including but not limited to matrix assisted laser desorption (MALDI), continuous or pulsed electrospray (ESI) and related methods (IONSPRAY or THERMOSPRAY), or massive cluster impact (Cl). These ion sources are matched with detection formats including linear or non-linear reflection time- off-light (TOF), single or multiple quadropole, single or multiple magnetic sector, Fourier Transform ion cyclotron resonance (FTICR), ion trap, LC/MS, MS/MS, and combinations thereof.
- I ionization
- MALDI matrix assisted laser desorption
- ESI continuous or pulsed electrospray
- IONSPRAY or THERMOSPRAY continuous or pulsed electrospray
- Cl massive cluster impact
- Matrix-assisted laser desorption/ionization time of flight mass spectrometry refers to the formation of a matrix with several small, acidic, light absorbing chemicals that is mixed in solution with the analyte in such a manner so that, upon drying on the probe element, the crystalline matrix- embedded analyte molecules are successfully desorbed (by laser irradiation) and ionized from the solid phase (crystals) into the gaseous or vapor phase and accelerated as intact molecular ions.
- the analyte is mixed with a freshly prepared solution of the chemical matrix and placed on the inert probe element surface to air dry just before the mass spectrometric analysis (see US 5,808,300).
- SELDI Surfaces Enhanced for Laser Desorption/lonization
- US 6,020,208 Another general category, utilizing a sample presenting means, is Surfaces Enhanced for Laser Desorption/lonization (SELDI) and described in US 6,020,208, within which there are three (3) separate subcategories.
- the SELDI process is directed toward a sample presenting means (i.e., probe element surface) with surface-associated (or surface-bound) molecules to promote the attachment and subsequent detachment of analyte molecules in a light-dependent manner, wherein the surface-associated molecule(s) are selected from the group consisting of photoactive (photo labile) molecules that participate in the binding (docking, tethering, or ⁇ cross linking) of the analyte molecules to the sample presenting means (by covalent attachment mechanisms or otherwise).
- photoactive photo labile
- the mass of the target polypeptide is then compared to the mass of a reference polypeptide of known identity.
- MS based processes for detecting a particular nucleic acid sequence in a biological sample has been described in US 6,043,031.
- the process is used to diagnose a genetic disease or chromosomal abnormality, a predisposition to a disease or condition, infection by a pathogenic organism, or for determining heredity.
- Detection of the desired fragments is optimum between 7,000 to 20,000 Da obtained from tryptic digests.
- proteomics in diagnosing the existence or predicting the development and/or progression of abnormal physiological conditions based upon the presence of proteomic materials has been previously described (US 20020260420).
- the patient sample is prepared by isolating proteomic material with characteristics identifiable for normal and abnormal physiological conditions or associated predictive endpoints, e.g down regulation or up regulation of proteins also present in healthy individuals.
- proteomic materials are separated to permit analysis of one or more specific proteomic materials thereby enabling the diagnostician to characterize an individual's condition as being either positively or negatively indicative of one or more abnormal physiological conditions.
- proteomics and current methods have been applied in cancer diagnostics, such methods lack simple and efficient S/N amplification or pre- enrichment methods that would improve the sensitivity and reduce the sample processing time and cost of analysis of clinical specimens.
- the present invention provides a tool for clinicians in the diagnosis and prognosis of disease states such as cardiovascular disorders and cancer, and provides a sensitive, simple, and efficient analysis of disease detection to complement other means of detection known in the art.
- the methods and reagents described in this invention are used to analyze circulating tumor cells, clusters, fragments, and debris. Analysis is performed with a number of platforms, including flow cytometry and imaging systems and mRNA transcript profiling. The examples show the importance of not only analyzing obvious or intact CTC, but suspect CTC or damaged fragments, clusters of CTC, and debris. Similar analysis is possible with endothelial cells. In this type analysis, assessing the damage that forms fragments and debris is easier.
- 2-D Gel electrophoresis, MS, SELDI or microarray detection of cells and fragments would be used alone or in conjuction with image analysis on the enriched fraction of debris and/or cells, captured by positive selection of antibody-coupled magnetic particles.
- the present invention also includes any specific antibody-antigen, ligand- receptor, or labeling means.
- MS is accomplished directly on the captured ferrofluid particles or on the captured target materials after dissociation from the ferrofluid by a reversible binding reaction, such as by the dissociation of the bond between target-Mab-desthiobiotin and streptavidin on the ferrofluid with soluble biotin to liberate the Mab labeled target material.
- the direct mode is most suited for diagnostic correlation with cell counts, clinical diagnosis and the ability to differentiate target material from ferrofluid associated proteins, as well as potential utility as a complementary or independent modality to cell imaging.
- a second approach is to limit analysis to only MS after immunomagnetic enrichment (or non-magnetic enrichment) from separate, unprocessed specimens such as whole blood, plasma or serum.
- This approach is without cell permeabilization, antibodies and staining reagents, incorporated with image analysis, to minimize the introduction of extraneous components that would interfere with MS analysis.
- the one embodiment of the present invention is the enrichment of target specific cell fragments, debris, and non-particulate soluble protein. These include immune complexes which are normally present at low levels in the early stages of disease and increase as the disease progresses.
- Incorporating proteomics in cancer detection provides additional information in the analysis of circulating rare cells if enrichment provides sufficient mass for MS detection.
- CTC debris present during low CTC
- capture of debris containing the same surface markers as the intact cells, followed by MS analysis provides a new platform for early cancer diagnosis.
- monclonal antibodies as capture agents (i.e. CD 146, CD 105, CD 31 , CD 133, CD 106)
- the present invention considers diseases associated with circulating endothelial cells and their analysis. These diseases include those relating to cardiovascular disorders.
- proteomic and transcriptome analysis especially with the enriched cell/cell debris/cell fragment components, are utilized in methodologies for diagnosing, monitoring and screening disease.
- Figure 1 Models of tumor shedding and metastasis.
- 1a shows possible stages of cells, clusters, and fragments.
- 1b. shows the same model with actual images from samples.
- Figure 2 Flow cytometric analysis of immunomagnetically enriched tumor cells from a 7.5ml blood of a metastatic prostate patient.
- Figure 3 Image cytometry analysis with 7.5ml blood sample from a metastatic prostate cancer patient that was immunomagnetically enriched for tumor cells. The lines of thumbnails correspond to the different dyes used in the staining process showing tumor candidates stained with cytokeratin PE and DAPI.
- Figure 4 Classifications of tumor cells from a whole blood sample of a patient with metastatic prostate cancer stained with cytokeratin PE and DAPI. A: intact cells B: damaged tumor cells C: tumor cell fragments.
- Figure 5 A comparison of the number of obvious CTC and suspect CTC in 20 clinical samples.
- Figure 6 Classification of paclitaxel treated LnCaP cells spiked into whole blood and isolated then stained with cytokeratin PE and DAPI. A: intact cells B: dying tumor cells C: tumor cell fragments Figure 7: Outline of one embodiment in a sample preparation for proteomic analysis. Detailed Description of the Invention
- Proteomics refers to the study of proteins and their DNA messenger RNA transcripts that directly encode for them. These expressed proteins can be further modified by post-translational modification, e.g. such as phosphorylation and glycosylation that alter protein expression.
- rare cells refers to a variety of cells, microorganisms, bacteria, and the like. Cells are characterized as rare in a sample because they are not present in normal samples of the same origin, and are several orders of magnitude lower in concentration that the typical cells in a normal sample. Embodiments of the present invention include circulating cancer cells, virally, infected cells, fetal cells in maternal circulation, or endothelial cells efficiently isolated from non-rare cells and other bioentities, using the methods and apparatus of the present invention in conjunction with previously described technology (US 6,365,362).
- analyte refers to any atom and/or molecule; including their complexes and fragments ions.
- biological molecules/macromolecules or “biopolymers” such analytes include but are not limited to: proteins, peptides, DNA, RNA, carbohydrates, steroids, and lipids.
- Magnetic particles can be classified on the basis of size; large (1.5 to about 50 microns), small (0.7-1.5 microns), or colloidal ( ⁇ 200nm), which are also referred to as nanoparticles.
- Nanoparticles also known as ferrofluids or ferrofluid-like materials, have many of the properties of classical ferrofluids, and are sometimes referred to herein as colloidal, superparamagnetic particles.
- Magnetic particles of the type described above are quite useful in analyses involving bio-specific affinity reactions, as they are conveniently coated with biofunctional polymers (e.g., proteins), provide very high surface areas and give reasonable reaction kinetics.
- biofunctional polymers e.g., proteins
- Magnetic particles ranging from 0.7-1.5 microns have been described in the patent literature, including, by way of example, US Patent Nos. 3,970,518; 4,018,886; 4,230,685; 4,267,234; 4,452,773; 4,554,088; and 4,659,678. Certain of these particles are disclosed to be useful solid supports for immunological reagents. The efficiency with which magnetic separations depends on many factors.
- the preferred magnetic particles for use in the present invention are particles that behave as colloids. Such particles are characterized by their sub-micron particle size, which is generally less than about 200nm, and their stability to gravitational separation from solution for extended periods of time. In addition to the many other advantages, this size range makes individual particles essentially invisible to analytical techniques commonly applied to cell analysis. Particles within the range of 90-150nm and having between 70-90% magnetic mass are contemplated for use in the present invention.
- Suitable magnetic particles are composed of a crystalline core of superparamagnetic material surrounded by molecules which are bonded, e.g., physically absorbed or covalently attached, to the magnetic core and which confer stabilizing colloidal properties.
- the coating material should preferably be applied in an amount effective to prevent non-specific interactions between biological macromolecules found in the sample and the magnetic cores.
- biological macromolecules may include carbohydrates such as sialic acid residues on the surface of non-target cells, lectins, glycproteins, and other membrane components.
- the material should contain as much magnetic .mass per nanoparticle as possible.
- the size of the magnetic crystals comprising the core is sufficiently small that they do not contain a complete magnetic domain.
- the size of the nanoparticles is sufficiently small such that their Brownian energy exceeds their magnetic moment.
- magnetic alignment and subsequent mutual attraction/repulsion of these colloidal magnetic particles does not appear to occur even in moderately strong magnetic fields, contributing to solution stability.
- the magnetic particles are separated in high magnetic gradient external field separators, facilitating sample handling and providing economic advantages over the more complicated internal gradient columns loaded with ferromagnetic beads or steel wool.
- Magnetic particles having the above- described properties can be prepared by modification of base materials described in U.S. Patents 4,795,698, 5,597,531 , and 5,698,271 , each incorporated by reference herein.
- high gradient magnetic separation with an external field device employing highly magnetic, low non-specific binding, colloidal magnetic particles is the method of choice for separating a cell subset of interest from a mixed population of eukaryotic cells, particularly if the subset of interest comprises but a small fraction of the entire population.
- Such materials because of their diffusive properties, readily find and magnetically label rare events, such as tumor cells in blood. Additionally for magnetic separations to be successful, the magnetic particles must be specific for epitopes that are not present on hematopoetic cells.
- Tumor cells were identified by the expression of the cytoskeletal proteins cytokeratin (CK+), the absence of the common leukocyte antigen CD45 (CD45-) and the presence of nucleic acids (NA+) by multicolor fluorescence analysis. Rare events or rare cells can be immunophenotyped by both flowcytometry and fluorescence microscopy.
- CK+ cytoskeletal proteins cytokeratin
- CD45- common leukocyte antigen CD45
- NA+ nucleic acids
- Flowcytometric analysis excels in its ability to reproducibly quantify even low levels of fluorescence whereas microscopy has the better specificity as morphological features can aid in the classification of the immunophenotypically identified objects.
- microscopic examination of the CK+, CD45-, NA+ objects showed that only few of the objects appeared as intact cells. This observation agrees with other reports that showed apoptosis in a substantial portion of circulating tumor cells.
- biological specimen or “biological sample” may be used interchangeably, and refer to a small potion of fluid or tissue taken from a human test subject that is suspected to contain cells of interest, and is to be analyzed.
- a biological specimen refers to the fluidic portion, the cellular portion, and the portion containing soluble material.
- Biological specimens or biological samples include, without limit bodily fluids, such as peripheral blood, tissue homogenates, nipple aspirates, colonic lavage, sputum, bronchial (alveolar) lavage, pleural fluids, peritoneal fluids, pericardial fluids, urine, and any other source of cells that is obtainable from a human test subject.
- An exemplary tissue homogenate may be obtained from the sentinel node in a breast cancer patient.
- rare cells is defined herein as cells that are not normally present in biological specimens, but may be present as an indicator of an abnormal condition, such as infectious disease, chronic disease, injury, or pregnancy. Rare cells also refer to cells that may be normally present in biological specimens, but are present with a frequency several orders of magnitude less than cells typically present in a normal biological specimen.
- determinant when used in reference to any of the foregoing target bioentities, refers broadly to chemical mosaics present on macromolecular antigens that often induce an immune response. Determinants may also be used interchangeably with “epitopes”.
- a determinant refers to that portion of the target bioentity involved in, and responsible for, selective binding to a specific binding substance (such as a ligand or reagent), the presence of which is required for selective binding to occur.
- determinants are molecular contact regions on target bioentities that are recognized by agents, ligands and/or reagents having binding affinity therefor, in specific binding pair reactions.
- the term "specific binding pair” as used herein includes antigen-antibody, receptor-hormone, receptor-ligand, agonist-antagonist, lectin-carbohydrate, nucleic acid (RNA or DNA) hybridizing sequences, Fc receptor or mouse IgG- protein A, avidin-biotin, streptavidin-biotin and virus-receptor interactions.
- detectably label is used to herein to refer to any substance whose detection or measurement, either directly or indirectly, by physical or chemical means, is indicative of the presence of the target bioentity in the test sample.
- detectable labels include, but are not limited to the following: molecules or ions directly or indirectly detectable based on light absorbance, fluorescence, reflectance, light scatter, phosphorescence, or luminescence properties; molecules or ions detectable by their radioactive properties; molecules or ions detectable by their nuclear magnetic resonance or paramagnetic properties. Included among the group of molecules indirectly detectable based on light absorbance or fluorescence, for example, are various enzymes which cause appropriate substrates to convert (e.g., from non-light absorbing to light absorbing molecules, or from non-fluorescent to fluorescent molecules).
- Analysis can be performed using any of a number of commonly used platforms, including multiparameter flow cytometry, immunofluorescent microscopy, laser scanning cytometry, bright field base image analysis, capillary volumetry, spectral imaging analysis, manual cell analysis, image cytometry analysis, and other automated cell analysis.
- Biospecific ligands and reagents have specific binding activity for their target determinant yet may also exhibit a low level of non-specific binding to other sample components.
- stage cancer is used interchangeably herein with “Stage I” or “Stage II” cancer and refers to those cancers that have been clinically determined to be organ-confined. Also included are tumors too small to be detected by conventional methods such as mammography for breast cancer patients, or X-rays for lung cancer patients. While mammography can detect tumors having approximately 2 x 10 8 cells, the methods of the present invention should enable detection of circulating cancer cells from tumors approximating this size or smaller.
- enrichment refers to the process of substantially increasing the ratio of target bioentities (e.g., tumor cells) to non-target materials in the processed analytical sample compared to the ratio in the original biological sample.
- target bioentities e.g., tumor cells
- red cells are not counted when assessing the extent of enrichment.
- circulating epithelial cells may be enriched relative to leucocytes to the extent of at least 2,500 fold, more preferably 5,000 fold and most preferably 10,000 fold.
- anti-coagulant or "anti-coagulating agent” may be used interchangeably, and refer to compositions that are added to biological specimens for the purpose of inhibiting any undesired natural or artificial coagulation.
- An example of coagulation is blood clotting and common anti- coagulants are chelating agents, exemplified by ethylenediamine tetraacetic acid (EDTA), diethylenetriamine pentaacetic acid (DTPA), 1 ,2- diaminocyclohexane tetraacetic acid (DCTA), ethylenebis(oxyethylenenitrilo) tetraacetic acid (EGTA), or by complexing agents, such as heparin, and heparin species, such as heparin sulfate and low-molecular weight heparins.
- EDTA ethylenediamine tetraacetic acid
- DTPA diethylenetriamine pentaacetic acid
- DCTA 1 ,2- diaminocyclohexane t
- clumping' This may be further collectively defined as “clumping' or “clump formation”.
- clumps must be differentiated from “clusters” or aggregates of CTC that are counted as a single Intact CTC if they meet the classification criteria for Intact CTC.
- Clusters of CTC are believed to have greater proliferative potential than single CTC and their presence is thus diagnostically highly significant.
- One possible cause for an increased propensity to establish secondary metastatic tumor sites may be the virtue of their adhesiveness.
- An even more likely cause is the actual size of a CTC cluster; larger clusters will become lodged in small diameter capillaries or pores in bone. Once there, the viability of the cells in the cluster would determine the chance of survivability at the new metastatic site.
- the ideal "stabilizer” or “preservative” is defined as a composition capable of preserving target cells of interest present in a biological specimen, while minimizing the formation of interfering aggregates and cellular debris in the biological specimen, which in any way can impede the isolation, detection, and enumeration of targets cells, and their differentiation from non-target cells.
- a stabilizing agent when combined with an anti-coagulating agent, a stabilizing agent should not counteract the anti- coagulating agent's performance. Conversely, the anti-coagulating agent should not interfere with the performance of the stabilizing agent.
- the disclosed stabilizers also serve a third function of fixing, and thereby stabilizing, permeabilized cells, wherein the expressions "permeabilized” or “permeabilization” and “fixing”, “fixed” or “fixation” are used as conventionally defined in cell biology.
- stabilizing agents herein implies using these agents at appropriate concentrations or amounts, which would be readily apparent to one skilled in cell biology, where the concentration or amount is effective to stabilize the target cells without causing damage.
- concentration or amount is effective to stabilize the target cells without causing damage.
- One using the compositions, methods, and apparatus of this invention for the purpose of preserving rare cells would obviously not use them in ways to damage or destroy these same rare cells, and would therefore inherently select appropriate concentrations or amounts.
- the formaldehyde donor imidazolidinyl urea has been found to be effective at a preferred concentration of 0.1-10%, more preferably at 0.5-5% and most preferably at about 1-3% of the volume of said specimen.
- An additional agent, such as polyethylene glycol has also been found to be effective, when added at a preferred concentration of about 0.1% to about 5%, more preferably about 0.1 % to about 1 %, and most preferably about 0.1 % to about 0.5% of the specimen volume.
- Stabilizing agents are necessary to discriminate between in vivo tumor cell disintegration and disintegration due to in vitro sample degradation. Therefore, stabilizing agent compositions, as well as methods and apparatus for their use, are described in a co-pending application entitled "Stabilization of cells and biological specimens for analysis.” That commonly owned application is incorporated by reference herein.
- inventions may be used interchangeably, and refer to cells found during imaging analysis that contain nucleic acid and cytokeratin. These cells are usually visually round or oval, but may sometimes be polygonal or elongated, and appear as individual cells or clusters of cells.
- the nucleic acid area i.e. labeled by nucleic acid dye
- the cytoplasmic area i.e. labeled by anti-cytokeratin
- suspect cells may be used interchangeably, and refer to cells found during imaging analysis that resemble intact cells, but are not as visually distinct as intact cells. Based on imaging analysis, there are a number of possible types of suspect cells, including:
- Enucleated cells which are shaped like Obvious cells, are positively stained for cytokeratin, but negative for nucleic acid;
- Speckled or punctate cells which are positively stained for nucleic acid, but have irregularly-stained cytokeratin;
- Amorphic cells which stain positively for cytokeratin and nucleic acid, but are irregular in shape, or unusually large. These suspicious cells are considered in the present invention because they give additional information to the nature of the CTC, as well as the patient's disease.
- the staining or image artifacts observed during analysis provide additional informaton. For example, enucleated cells sometimes appear to have a "ghost" region where the nucleus should have stained, but the corresponding region is nucleic acid negative. This may be caused by a number of external factors, including the labeling or imaging techniques. Also, cells have been observed with "detached" nuclei.
- debris refers to unclassified objects that are specifically or non-specifically labeled during processing, and are visible as images during analysis, but are distinct from intact and/or suspect cells. For example, it has been observed that damaged cells will release nuclear material. During processing, this nuclear material may be non-specifically magnetically labeled, and subsequently labeled with the nucleic acid stain. During analysis, the magnetically labeled and stained nuclear material can be observed when it has cytokeratin still attached. There are other objects that are similarly magnetically selected and stained which appear during analysis that are classified as debris.
- morphological analysis refers to visually observable characteristics for an object, such as size, shape, or the presence/absence of certain features. In order to visualize morphological features, an object is typically non-specifically stained.
- epitopical analysis refers to observations made on objects that have been labeled for certain epitopes. In order to visualize epitopic features, an object is specifically stained or labeled. Morphological analysis may be combined with epitopical analysis to provide a more complete analysis of an object.
- Figure 1 is a model of various CTC stages, including shedding and metastasis.
- Figure 1a shows these stages for cells, clusters, fragments, and debris.
- Figure 1b shows actual images from samples at these same stages.
- the images of cells clusters, fragments, and debris were taken from patient samples after immunomagnetic enrichment and image cytometry.
- the images of tissue samples (Origin and Metastatic sites) were taken from elsewhere (Manual of Cytology, American Society of Clinical Pathologists Press. 1983).
- a single cell shed from a primary tumor into the blood either survives or dies in blood. If it survives, it may possibly divide in blood, or colonize at a secondary site. If the cell dies, depending on the method, the cell degrades into various types of fragments or debris.
- Another possibility is a cluster of cells is shed from a primary tumor into the blood, where it may dissociate into single cells, or remain intact, and colonize at a secondary site. If the cluster dissociates, it can behave similar to the single cell described above. If the cluster remains intact, it is more likely to for a secondary colony for the reasons described above, which includes the large diameter cluster becoming lodged in a small diameter capillary. Once lodged, if the cells are viable, the cluster would form a new tumor.
- Nuclear morphology is used to determine the activity status and abnormality of a cell. Chromatin clumping, the presence or absence of nucleoli, and hyperchromasia, are criteria used to determine whether a cell is benign or malignant, reacting to an immune response, or reacting to treatment. The cytoplasmic morphology is used to determine the level of differentiation (i.e. tissue of origin). For example, cytomplasmic morphology can classify cells as squamous versus glandular.
- the surviving battered tumor cells present in the peripheral circulation may be further stressed and damaged by turbulence during blood draw into an evacuated tube and by specimen processing, e.g. transport of the blood tube and mixing prior to analysis.
- specimen processing e.g. transport of the blood tube and mixing prior to analysis.
- Such mechanical damage is additional to on-going immunological, apoptotic, and necrotic processes leading to destruction of CTC that occur in vitro in a time dependent manner.
- the initiating event in the sequence resulting from the microtubule stabilizing effects of paclitaxel which in turn may activate the pro-apoptotic gene Bim that senses cytoskeletal distress.
- Further evidence of caspase-cleaved cytokeratin resulting from apoptosis was obtained with the M30 Cytodeath antibody (Roche Applied Science, Mannheim, Germany) that recognizes an epitope of cytokeratin 18 that is only exposed following caspase cleavage in early apoptosis. Only the paclitaxel treated LnCaP cells stained with M30 and most of the dimmer cytokeratin cells stained with M30, which is consistent with cells undergoing apoptosis.
- the present invention utilizes this approach to provide clues in the early diagnosis of cancer and in prediction of clinical outcomes.
- One of the biggest problems in the clinical use of this approach is the selective extraction or enrichment of the desired global target entities, which typically number fewer than 100, from highly complex samples containing millions of irrelevant entities.
- MS mass spectrometry
- SELDI-TOF Laser Desorption/lonization Time-Of-Fight
- non-magnetic affinity-based solid phase separation can also be used to selectively enrich specific targets or target populations (e.g. antibody coated particles or solid phases for capturing the target materials, followed by analysis of the enriched fraction without or with prior dissociation from the support).
- targets or target populations e.g. antibody coated particles or solid phases for capturing the target materials, followed by analysis of the enriched fraction without or with prior dissociation from the support.
- Magnetic separation with ferrofluid particles described in US 6,365,362 provides a means of enrichment that is inexpensive and simple. Further, these ferrofluid particles provide higher binding capacities than other larger particles or non-magnetic solid phase particles (e.g. gel particles).
- the one embodiment of the present invention uses the procedure described in US 6, 365,362 to incorporate multiparametric image cytometry and morphological characterization of selectively stained tumor cells together with proteomic analysis in cancer diagnosis.
- magnetic enrichment of rare target cells, along with associated cell fragments and debris are coupled with proteomics as an alternative means of cancer cell detection.
- Magnetic enrichment of rare target cells can occur after pretreatment with or without preservative (U.S. application 10/780,399).
- immunomagnetic (or alternatively non-magnetic) enrichment pathological cells, cell fragments, debris, and soluble cell fractions from patient specimens are assessed by MS, SELDI, microchips, biochips, or multiplexed micro array analysis. The detection of cell fragments, debris and soluble cell fractions from patient specimens are found in large quantities in the blood or tissues of some cancer patients, allowing for MS analysis. The importance and potential diagnostic utility of cell debris detection has been the subject of pending U.S. application 10/780,399.
- Figure 6 shows a diagramatic representation of one method for isolating the debri/cell fraction.
- the components of the crude enriched whole blood fraction are separated by acidification to remove bovine serum ferrofluid (BSA-FF) and streptavidin, conjugated to a monoclonal antibody (streptavidin- Mab).
- BSA-FF bovine serum ferrofluid
- streptavidin- Mab conjugated to a monoclonal antibody
- WBC White blood cells
- Lipids, such as found in the membrane, are removed by solvent extraction.
- the only remaining components are the rare cells of interest (i.e. tumor cells and/or endothelial cells) and serum protein/glycoproteins. These are enriched by N 2 evaporation.
- the magnetically enriched fractions are retrieved from the viewing chamber after imaging by magnetic separation of the supernatant buffer and buffer components.
- the buffer is replaced by an enzyme-compatible saline solution and analyzed directly.
- reversible chemical dissociation or tryptic dissociation digestion into fragments prior to MS analysis are done within the chamber by adding a dissociating agent or enzyme solution to a suspension of the magnetic particles to separate the ferrofluid particles.
- the captured cell and/or proteins are dissociated from the ferrofluid particles with an optional digestion to peptide fragments prior to analysis by MS.
- the preferred size for MS detection after tryptic digestion is 7,000 to 20,000 Da. This is a range that is lower than the sizes of most soluble tumor markers, and much lower than the sizes reported for circulating tumor cell debris.
- Another embodiment incorporates magnetic enrichment of the target cells and/or cell debris using a proteomic analysis system as the only platform. lmmunomagnetic enrichment provides a simple amplification method to improve the sensitivity to a level that allows for consistent diagnostic use.
- the captured target cells or proteins, complexed with desthiobiotinylated monoclonal antibody-ferrofluid are assessed by MS either alone or in combination with image analysis.
- the captured target cells or proteins are dissociated from the ferrofluid with biotin to generate and enriched sample fraction, free of proteins derived from the ferrofluid particles.
- epithelial cell adhesion molecule (EpCAM) MAb-FF captures most of the target entities in the enriched sample fraction while other gradient methods may lose a substantial portion of entities.
- Both approaches yield tumor specific mass profiles that are subtracted from MS profiles for BSA, MAbs-FF, or other sample enriched components. These subtracted profiles can be compared for disease and/or disease state, yet without knowledge of the identity of the measured proteins.
- the two embodiments, mentioned above, allow for complementary confirmation of CTC obtained by imaging, or possibly earlier cancer diagnosis in MS analysis without associated imaging.
- MS analysis can provide a means for early cancer diagnosis even before intact CTC are detectable by imaging from a small blood specimen.
- Her2/neu levels in the low ng/ml range in plasma can be immunomagnetically enriched to provide debris levels sensitive enough for MS analysis.
- MS proteomic analysis would obviate the need for immediate analysis or stabilization of blood samples for later analysis, required in image analysis.
- controlled aggregation may be unnecessary when analyzing captured debris.
- These factors could provide an improved sensitivity to diseases such as early cancer detection.
- cell analysis platforms can be used to identify and enumerate cells in the enriched samples. Examples of such analytical platforms are described in US Patents 5,876,593; 5,985,153 and 6,136,182, each of which are incorporated by reference herein as disclosing the respective apparatus and methods for manual or automated quantitative and qualitative cell analysis.
- the enumeration of circulating epithelial cells in blood using the methods and compositions of a preferred embodiment of the present invention is achieved by immunomagnetic selection (enrichment) of epithelial cells from blood followed by the analysis of the samples.
- the immunomagnetic sample preparation is important for reducing sample volume and obtaining as much as a 10 4 fold enrichment of the target (epithelial) cells.
- the reagents used for the multi-parameter flow cytometric analysis are optimized such that epithelial cells are located in a unique position in the multidimensional space created by the listmode acquisition of two light scatter and three fluorescence parameters. These include 1. an antibody against the pan-leukocyte antigen, CD45 to identify leucocytes (non-tumor cells);
- a biospecific reagent or antibody directed against cytokeratin or an antibody having specificity for an EpCAM epitope which differs from that used to immunomagnetically select the cells.
- the method of analysis of the enriched tumor cell population will depend on the intended use of the invention. For example, in screening for cancers or monitoring for recurrence of disease, as described hereinbelow, the numbers of circulating epithelial cells can be very low. Since there is some "normal" level of epithelial cells, (very likely introduced during venipuncture), a method of analysis that identifies epithelial cells as normal or tumor cells is desirable. In that case, microscopy based analyses may prove to be the most accurate. Such examination might also include examination of morphology, identification of known tumor diathesis associated molecules (e.g., oncogenes).
- Magnetic nanoparticles labeled with monoclonal antibodies identifying epithelial cell adhesion molecule were used to label and separate by magnetic means epithelial cells from hematopoietic cells, as taught in commonly-owned US Patent #6,365,362, and US Patent Application 10/079,939, filed 19 February 2002, both of which are fully incorporated by reference herein.
- EpCAM epithelial cell adhesion molecule
- a monoclonal antibody that recognizes keratins 4, 5, 6, 8, 10, 13, and 18, conjugated to Phycoerythrin (CK-PE) was used to identify epithelial cells and a monoclonal antibody that recognizes CD45 was used to identify leukocytes and identify hematopoietic cells that non-specifically bind to cytokeratin.
- CK-PE Phycoerythrin
- CD45 was conjugated to
- Allophycocyanin (CD45-APC, Caltag, CA) whereas for flow cytometric analysis peridinin chlorophyll protein conjugated CD45 (CD45-PerCP, BDIS San Jose, CA) was used.
- the nucleic acid specific dye DAPI (4,6-diamidino- 2-phenylindole) was used to identify and visualize the nucleus and the nucleic acid dye in the Procount system (BDIS, San Jose.CA) was used to identify cells by flow cytometry.
- Samples were analyzed on a FACSCalibur flow cytometer equipped with a 488nm Argon ion laser (BDIS, San Jose, CA). Data acquisition was performed with CellQuest (BDIS, San Jose, CA) using a threshold on the fluorescence of the nucleic acid dye. The acquisition was halted after 8000 beads or 80% of the sample was analyzed. Multiparameter data analysis was performed on the listmode data (Paint-A-Gate Pr0 , BDIS, San Jose, CA).
- Analysis criteria for CTC events included size defined by forward light scatter, granularity defined by orthogonal light scatter, positive staining with the PE-labeled anti- cytokeratin MAb and no staining with the PerCP-labeled anti-CD45 Mab. For each sample, the number of events present in the region typical for epithelial cells was multiplied by 1.25 to account for the sample volume not analyzed by flow cytometry.
- FIG. 2 Panels A, B and C shows flow cytometric analysis of a blood sample of a patient with metastatic prostate cancer.
- Two vertical lines in Panel B illustrate the low and high boundary of nucleic acid (NAD) content of leukocytes (red dots).
- CTC candidates express Cytokeratin (CK+), lack CD45 (CD45-) and contain nucleic acids (NAD+).
- CTC candidates having NAD equal or higher than leukocytes are considered cells and are depicted black.
- CK+, CD45- events with NAD content less than leukocytes were not considered target cells and depicted blue. The blue events were clearly smaller as compared with the black colored CTC as evident by the smaller forward light scatter signals.
- the image cytometry system consists of a microscope with a Mercury Arc Lamp, a 1OX objective, a high resolution X, Y, Z stage and a four-filter cube changer. Excitation, dichroic and emission filters in each of four cubes were for DAPI 365nm/400nm/400nm, for DiOCI 6 480nm/ 495nm/ 510nm, for PE 546nm/ 560nm/ 580nm and for APC 620nm/ 660nm/ 700nm. Images were acquired with a digital camera connected to a digital frame grabber.
- the surface of the chamber is 80.2 mm 2 and 4 rows of 35 images for each of the 4 filters resulting in 560 images have to be acquired to cover the complete surface.
- the acquisition program automatically determines the region over which the images are to be acquired, the number of images to acquire, the position of each image and the microscope focus to use at each position. All the images from a sample are logged into a directory that is unique to the specific sample identification. An algorithm is applied on all of the images acquired from a sample to search for locations that stain for DAPI and CK-PE. If the staining area is consistent with that of a potential tumor cell (DAPI+, CK- PE+) the software stores the location of these areas in a database. The software displays thumbnails of each of the boxes and the user can confirm that the images represented in the row are consistent with tumor cells, or stain with the leukocyte marker CD45. The software tabulates the checked boxes for each sample and the information is stored in the database.
- Figure 3 shows examples of image analysis of a blood sample from a patient with metastatic prostate cancer. Regions that potentially contain tumor cells are displayed in rows of thumbnails. The ruler in the left lower corner of the figure indicates the sizes of the thumbnails. From right to left these thumbnails represent nuclear (DAPI), cytoplasmic cytokeratin (CK-PE), control cells stained with a membrane dye (DiOCi 6 (3)) and surface CD45 (CD45-APC) staining. The composite images shown at the left show a false color overlay of the purple nuclear (DAPI) and green cytoplasmic (CK-PE) staining.
- DAPI nuclear
- CK-PE cytoplasmic cytokeratin
- CD45-APC surface CD45
- the check box beside the composite image allow the user to confirm that the images represented in the row are consistent with tumor cells and the check box beside the CD45-APC image is to confirm that a leukocyte or tumor cell stain non-specifically.
- the software detected 2761 rows of thumbnails that demonstrated staining consistent with tumor cells. Eighteen of the 2761 rows are shown in the figure labeled 1631- 1640 and 1869-1876. Rows numbered 1631 , 1636, 1638, 1640, and 1873- 1876 are checked off and display features of CTC defined as a size greater than 4Dm, the presence of a nucleus surrounded by cytoplasmic cytokeratin staining and absence of DiOC-i 6 (3) and CD45 staining.
- the cell in row 1638 is large and the one in row 1640 is significantly smaller.
- the immunophenotype of the events in rows 1634 and 1869 are consistent with tumor cells but their morphology is not consistent with intact cells.
- the thumbnails in row 1869 shows a large nucleus and speckled cytoplasmic due to retraction of cytoskeletal proteins consistent with apoptosis of the cell.
- the thumbnail in row 1634 shows a damaged cell that appears to extrude its nucleus.
- the thumbnail shown in row 1632 shows a cell that stains both with cytokeratin as well as CD45 and is either a tumor cell non-specifically binding to CD45 or a leukocyte non specifically staining with cytokeratin.
- thumbnails 1633, 1635, 1637, 1639, 1870 and 1872 shows cytokeratin staining objects that are larger that 4 Dm but have no resemblance to cells.
- the cytokeratin staining objects in thumbnails 1637, 1639 and 1872 are in close proximity of a leukocyte.
- FIG. 4 displays examples of the three categories of CTC isolated from a single tube of blood of a patient with metastatic prostate cancer undergoing therapy.
- Intact tumor cells shown in Figure 3A were defined as objects larger than 4mm with a relatively smooth cytoplasmic membrane, cytoskeletal proteins throughout the cytoplasm, and an intact nucleus encompassed within the nucleus.
- Damaged CTC shown in Figure 4B were defined as objects larger than 4mm with speckled cytokeratin staining or ragged cytoplasmic membrane, and a nucleus associated with the cytokeratin staining.
- Tumor cell fragments shown in Figure 4C were defined as round cytokeratin staining objects larger than 4mm with or without association of nuclear material that had no morphological resemblance to a cell.
- CTC were enumerated in 18 blood samples of prostate cancer patients and 27 samples from healthy individuals by both flow cytometry and image cytometry The results shown in Table 1 were sorted by increasing number of intact CTC detected.
- Table 1 Enumeration of CTC by image cytometry and flow cytometry in 18 blood samples of prostate cancer patients and 27 samples from healthy individuals.
- FIGs 2G, 2H, and 21 the flow cytometric analysis of a blood sample spiked with 501 LnCaP cells is shown.
- a predominantly bright cytokeratin positive population with a nucleic acid content greater than normal human leukocytes and relatively large size as illustrated by the large forward light scatter signals are shown and depicted black in the figure. Only few CK+, CD45- events with NAD content less than leukocytes and depicted blue are detected in the sample.
- Figures 2J, 2K, and 2L shows the flow cytometric analysis of paclitaxel treated LnCaP cells spiked in blood.
- CTC detected by both flow cytometry and image cytometry are comprised of intact cells and cells of cells at various stages of disintegration.
- the apoptosis induced in vitro by paclitaxel suggests that the detected CTC in patient blood samples are undergoing apoptosis, necrosis, or in vivo damage to a varying degree caused by the treatment or therapy, mechanical damage by passage through the vascular system, or by the immune system.
- the 100Dl assay categorizes cells based on properties such as size and staining intensity.
- Obvious CTC have bright nucleic acid staining (similar to leukocytes), positive EpCAM antigen staining and size similar to leukocytes or larger.
- Suspect CTC are any objects positive for EpCAM but not characterized as Obvious CTC (i.e. dim nucleic acid, size smaller than leukocytes).
- the assay identifies objects from both categories.
- Figure 5 shows the presence of obvious and suspect CTC in blood as determined by the 100Dl assay.
- the Suspect CTC are not created during sample processing (in vitro damage) as the 100DI assay is a direct assay and does not involve any separation or wash steps.
- the data above also show there is a relationship between the number of Obvious and Suspect CTC.
- the number of Suspect CTC seems to increase as the number of Obvious CTC increases.
- the slope of 2.92 indicates the proportion of Suspect CTC present in sample when compared to Obvious CTC.
- Suspect CTC are also seen in the ferrofluid-selection assay, and have properties similar to Suspect CTC detected in the blood by the direct assay. It is important to include Suspect CTC in addition to Obvious CTC in total tumor cell count.
- CTC recoveries of CTC from some other clinical samples have been as low as 20%. There may be several factors that contribute for a lower recovery, such as EpCAM positive/cytokeratin negative cells, cytokeratin dim cells, and mucin on the cell surface inhibiting the ability of ferrofluid to bind cells.
- Ratio Obvious CTC / Total CTC
- Ratio Obvious CTC / Total CTC
- the results are summarized in Table III. Ratios near 1.0 indicate the Total CTC are obvious CTC, and ratios near 0.0 indicate more suspect CTC or debris.
- Progressive indicates the lesion increasing in size, partial response indicates a response to treatment where the Ratio is relatively low, and Stabilized indicates no change, or reduction in lesion size.
- a positive change indicates an increase in the number of Intact CTC, corresponding to the progression of the disease.
- a negative change indicates a decrease in the number of Intact CTC, or a possible increase in the number of suspect CTC and/or debris, corresponding to a response to treatment.
- Table 4 shows that plasma washing eliminates at least 3 fold mRNA. Because intact CTCs do not remain in the plasma following centrifugation at
- RNA signals must come from a fraction of cell debris that does not partition from the plasma fraction and remains in the plasma, subsequently aspirated away with washing. Consequently, an even larger difference could result with the incorporation of rare cell debris, partitioned from the plasma after centrifugation.
- Intact CTC and genes expressed in epithelial cells can be detected in blood samples of CRC patients enriched for EpCAM expression.
- the finding of RT-PCR positives in patients in which no intact CTC were detected may be due to carcinoma cells shed into the blood that have been damaged or destroyed.
- Enumeration of tumor cell debris may prove more significant in cancer diagnostics and therapeutics than detection of large proliferative cell clusters. Since debris particles in the size range, probably about 1-3Dm (the size of platelets), have been observed to be present in much larger amounts than intact cells, they may constitute a separate, independent, and possibly more sensitive marker than intact tumor cells. The presence of damaged CTC may be particularly relevant in detecting early-stage cancer, when the immune system is intact and most active. Similarly, dramatic increases in debris during therapy may suggest breakdown of both circulating and tissue tumor cells (i.e. therapeutic effectiveness), paralleling the massive release of cellular components like calcium observed during tumor disintegration.
- Such debris may be detectable in blood without enrichment, or with minimal enrichment in the buffy coat layer and constitute an alternative, and potentially simpler diagnostic tool than intact cell enrichment/analysis. Since morphology is lost in CTC debris, detection could be done by flow cytometry as long as the debris is stained for the appropriate determinants, such as cytokeratin.
- damaged or fragmented CTC with or without DNA are theoretically to be expected, and therefore are not undesirable events in specimens from patients undergoing effective therapy and in untreated patients with strong immune systems.
- the ratio or percent of intact CTC to total detectable events may prove to be a more useful parameter to the clinician in assessing a patient's immune system or response to therapy.
- the normal immune defenses, especially activated neutrophils also can damage or destroy CTC as foreign species by a process called "extracellular killing" even if the CTC are larger than the neutrophils. It does not seem surprising to find only a small percentage of the shed CTC as intact cells, unless the immune system is overwhelmed in the late stages of disease or therapy is ineffective.
- Sequence analysis includes the quantification, and/or qualification of an individual sequence or groups of sequences associated with the disease of interest.
- RNA sequence analysis is accomplished by multigene RNA profile analysis.
- Sequence quantification is accomplished by quantitative RT-PCR while sequence qualification is accomplished through array analysis.
- the present invention is not limited to this analysis, but includes all sequence analysis accepted by individuals in the field.
- Examples of different types of cancer that may be detected using the compositions, methods and kits of the present invention include apudoma, choristoma, branchioma, malignant carcinoid syndrome, carcinoid heart disease, carcinoma e.g., Walker, basal cell, basosquamous, Brown-Pearce, ductal, Ehrlich tumor, in situ, Krebs 2, merkel cell, mucinous, non-small cell lung, oat cell, papillary, scirrhous, bronchiolar, bronchogenic, squamous cell and transitional cell reticuloendotheliosis, melanoma, chondroblastoma, chondroma, chondrosarcoma, fibroma, fibrosarcoma, giant cell tumors, histiocytoma, lipoma, liposarcoma, mesothelioma, myxoma, myxosarcoma, osteoma, osteosarcom
- the present invention is not limited to the detection of circulating epithelial cells and/or clusters, fragments, or debris.
- endothelial cells have been observed in the blood of patients having a myocardial infarction.
- Endothelial cells, myocardial cells, and virally infected cells, like epithelial cells, have cell type specific determinants that are recognized by available monoclonal antibodies.
- the methods and the kits of the invention may be adapted to detect such circulating endothelial cells.
- the invention allows for the detection of bacterial cell load in the peripheral blood of patients with infectious disease, who may also be assessed using the compositions, methods and kits of the invention.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Immunology (AREA)
- Urology & Nephrology (AREA)
- Hematology (AREA)
- Biomedical Technology (AREA)
- Chemical & Material Sciences (AREA)
- Molecular Biology (AREA)
- Medicinal Chemistry (AREA)
- Biochemistry (AREA)
- Cell Biology (AREA)
- Pathology (AREA)
- Biotechnology (AREA)
- Food Science & Technology (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Microbiology (AREA)
- General Health & Medical Sciences (AREA)
- Oncology (AREA)
- Hospice & Palliative Care (AREA)
- Physiology (AREA)
- Tropical Medicine & Parasitology (AREA)
- Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
- Investigating Or Analysing Biological Materials (AREA)
Abstract
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/US2004/038608 WO2006054991A1 (fr) | 2004-11-17 | 2004-11-17 | Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie |
CA002587765A CA2587765A1 (fr) | 2004-11-17 | 2004-11-17 | Enrichissement magnetique de cellules en circulation, fragments et debris pour proteomique et genomique par hts dans la detection de maladie |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/US2004/038608 WO2006054991A1 (fr) | 2004-11-17 | 2004-11-17 | Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2006054991A1 true WO2006054991A1 (fr) | 2006-05-26 |
Family
ID=36407436
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2004/038608 WO2006054991A1 (fr) | 2004-11-17 | 2004-11-17 | Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie |
Country Status (2)
Country | Link |
---|---|
CA (1) | CA2587765A1 (fr) |
WO (1) | WO2006054991A1 (fr) |
Cited By (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2008036802A3 (fr) * | 2006-09-21 | 2008-05-08 | Prometheus Lab Inc | Puces a anticorps permettant de detecter des transducteurs de signal multiples dans des cellules circulantes rares |
EP2059801A2 (fr) * | 2006-09-05 | 2009-05-20 | Veridex, LLC | Procedes pour classer des images cellulaires |
WO2010053788A1 (fr) * | 2008-10-29 | 2010-05-14 | Icb International, Inc. | Procédés d'utilisation d'anticorps et de leurs analogues |
US7897356B2 (en) | 2008-11-12 | 2011-03-01 | Caris Life Sciences | Methods and systems of using exosomes for determining phenotypes |
US8027030B2 (en) | 2007-06-15 | 2011-09-27 | Historx, Inc. | Method and system for standardizing microscope instruments |
US8071395B2 (en) | 2007-12-12 | 2011-12-06 | The Board Of Trustees Of The Leland Stanford Junior University | Methods and apparatus for magnetic separation of cells |
US8163499B2 (en) | 2008-02-25 | 2012-04-24 | Prometheus Laboratories Inc. | Drug selection for breast cancer therapy using antibody-based arrays |
US8268177B2 (en) | 2007-08-13 | 2012-09-18 | Agency For Science, Technology And Research | Microfluidic separation system |
EP2551672A1 (fr) * | 2006-09-21 | 2013-01-30 | Nestec S.A. | Puces a anticorps permettant de detecter des transducteurs de signal multiples dans des cellules circulantes rares |
US8417015B2 (en) | 2007-08-06 | 2013-04-09 | Historx, Inc. | Methods and system for validating sample images for quantitative immunoassays |
US8655037B2 (en) | 2007-05-14 | 2014-02-18 | Historx, Inc. | Compartment segregation by pixel characterization using image data clustering |
US8658388B2 (en) | 2006-09-21 | 2014-02-25 | Nestec S.A. | Antibody-based arrays for detecting multiple signal transducers in rate circulating cells |
US8700335B2 (en) | 2006-05-18 | 2014-04-15 | Caris Mpi, Inc. | System and method for determining individualized medical intervention for a disease state |
US8768629B2 (en) | 2009-02-11 | 2014-07-01 | Caris Mpi, Inc. | Molecular profiling of tumors |
US9128101B2 (en) | 2010-03-01 | 2015-09-08 | Caris Life Sciences Switzerland Holdings Gmbh | Biomarkers for theranostics |
KR101553723B1 (ko) | 2007-07-13 | 2015-09-16 | 네스텍 소시에테아노님 | 항체기반 어레이를 사용한 폐 암 치료를 위한 약물 선별법 |
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
US9469876B2 (en) | 2010-04-06 | 2016-10-18 | Caris Life Sciences Switzerland Holdings Gmbh | Circulating biomarkers for metastatic prostate cancer |
US9664683B2 (en) | 2011-09-02 | 2017-05-30 | Pierian Holdings, Inc. | Profiling of signal pathway proteins to determine therapeutic efficacy |
US9719995B2 (en) | 2011-02-03 | 2017-08-01 | Pierian Holdings, Inc. | Drug selection for colorectal cancer therapy using receptor tyrosine kinase profiling |
US10112988B2 (en) | 2012-01-09 | 2018-10-30 | Icb International, Inc. | Methods of assessing amyloid-beta peptides in the central nervous system by blood-brain barrier permeable peptide compositions comprising a vab domain of a camelid single domain heavy chain antibody against an anti-amyloid-beta peptide |
US10112987B2 (en) | 2012-01-09 | 2018-10-30 | Icb International, Inc. | Blood-brain barrier permeable peptide compositions comprising a vab domain of a camelid single domain heavy chain antibody against an amyloid-beta peptide |
US10473640B2 (en) | 2006-09-21 | 2019-11-12 | Société des Produits Nestlé S.A. | Drug selection for gastric cancer therapy using antibody-based arrays |
CN110456035A (zh) * | 2012-04-02 | 2019-11-15 | 博格有限责任公司 | 基于细胞的探询式分析及其应用 |
US11734593B2 (en) | 2014-09-11 | 2023-08-22 | Bpgbio, Inc. | Bayesian causal relationship network models for healthcare diagnosis and treatment based on patient data |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6365362B1 (en) * | 1998-02-12 | 2002-04-02 | Immunivest Corporation | Methods and reagents for the rapid and efficient isolation of circulating cancer cells |
US20020164825A1 (en) * | 2000-09-09 | 2002-11-07 | Wen-Tien Chen | Cell separation matrix |
US20040072269A1 (en) * | 1998-02-12 | 2004-04-15 | Rao Galla Chandra | Labeled cell sets for use as functional controls in rare cell detection assays |
-
2004
- 2004-11-17 WO PCT/US2004/038608 patent/WO2006054991A1/fr active Application Filing
- 2004-11-17 CA CA002587765A patent/CA2587765A1/fr not_active Abandoned
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6365362B1 (en) * | 1998-02-12 | 2002-04-02 | Immunivest Corporation | Methods and reagents for the rapid and efficient isolation of circulating cancer cells |
US20040072269A1 (en) * | 1998-02-12 | 2004-04-15 | Rao Galla Chandra | Labeled cell sets for use as functional controls in rare cell detection assays |
US20020164825A1 (en) * | 2000-09-09 | 2002-11-07 | Wen-Tien Chen | Cell separation matrix |
Non-Patent Citations (2)
Title |
---|
HERMANN ET AL.: "Cancer proteomics: The state of the art", DISEASE MARKERS, 2001, pages 49 - 57, XP008061962 * |
MARTIN ET AL.: "From genomics to proteomics: techniques and applications in cancer research", TRENDS IN CELL BIOLOGY, vol. 11, no. 11, November 2001 (2001-11-01), pages S60 - S65, XP004611344 * |
Cited By (41)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8700335B2 (en) | 2006-05-18 | 2014-04-15 | Caris Mpi, Inc. | System and method for determining individualized medical intervention for a disease state |
EP2059801A2 (fr) * | 2006-09-05 | 2009-05-20 | Veridex, LLC | Procedes pour classer des images cellulaires |
EP2059801A4 (fr) * | 2006-09-05 | 2013-10-09 | Veridex Llc | Procedes pour classer des images cellulaires |
US10527622B2 (en) | 2006-09-21 | 2020-01-07 | Société des Produits Nestlé S.A. | Antibody-based arrays for detecting multiple signal transducers in rare circulating cells |
US9575066B2 (en) | 2006-09-21 | 2017-02-21 | Nestec S.A. | Antibody-based arrays for detecting multiple signal transducers in rare circulating cells |
EP3023789A1 (fr) * | 2006-09-21 | 2016-05-25 | Nestec S.A. | Matrices d'anticorps permettant de detecter plusieurs transducteurs de signal dans des cellules rares circulantes |
RU2442171C2 (ru) * | 2006-09-21 | 2012-02-10 | Промитьюс Лабораториз Инк. | Чипы на основе антител для определения множественных трансдукторов сигналов в редких циркулирующих клетках |
US9285369B2 (en) | 2006-09-21 | 2016-03-15 | Nestec S.A. | Antibody-based arrays for detecting multiple signal transducers in rare circulating cells |
US9250243B2 (en) | 2006-09-21 | 2016-02-02 | Nestec S.A. | Drug selection for lung cancer therapy using antibody-based arrays |
WO2008036802A3 (fr) * | 2006-09-21 | 2008-05-08 | Prometheus Lab Inc | Puces a anticorps permettant de detecter des transducteurs de signal multiples dans des cellules circulantes rares |
EP2551672A1 (fr) * | 2006-09-21 | 2013-01-30 | Nestec S.A. | Puces a anticorps permettant de detecter des transducteurs de signal multiples dans des cellules circulantes rares |
CN101563609B (zh) * | 2006-09-21 | 2014-09-03 | 雀巢产品技术援助有限公司 | 检测稀有循环细胞内多种信号转导分子的基于抗体的阵列 |
US10473640B2 (en) | 2006-09-21 | 2019-11-12 | Société des Produits Nestlé S.A. | Drug selection for gastric cancer therapy using antibody-based arrays |
KR101424304B1 (ko) | 2006-09-21 | 2014-08-06 | 네스텍 소시에테아노님 | 희귀 순환세포 내의 다수의 신호전달인자를 검출하기 위한 항체 기반 분석법 |
US8658388B2 (en) | 2006-09-21 | 2014-02-25 | Nestec S.A. | Antibody-based arrays for detecting multiple signal transducers in rate circulating cells |
US8655037B2 (en) | 2007-05-14 | 2014-02-18 | Historx, Inc. | Compartment segregation by pixel characterization using image data clustering |
US8120768B2 (en) | 2007-06-15 | 2012-02-21 | Historx, Inc. | Method and system for standardizing microscope instruments |
US8027030B2 (en) | 2007-06-15 | 2011-09-27 | Historx, Inc. | Method and system for standardizing microscope instruments |
KR101553723B1 (ko) | 2007-07-13 | 2015-09-16 | 네스텍 소시에테아노님 | 항체기반 어레이를 사용한 폐 암 치료를 위한 약물 선별법 |
US8417015B2 (en) | 2007-08-06 | 2013-04-09 | Historx, Inc. | Methods and system for validating sample images for quantitative immunoassays |
US8268177B2 (en) | 2007-08-13 | 2012-09-18 | Agency For Science, Technology And Research | Microfluidic separation system |
US9267943B2 (en) | 2007-12-12 | 2016-02-23 | The Board Of Trustees Of The Leland Stanford Junior University | Apparatus for magnetic separation of cells |
US8071395B2 (en) | 2007-12-12 | 2011-12-06 | The Board Of Trustees Of The Leland Stanford Junior University | Methods and apparatus for magnetic separation of cells |
US8163499B2 (en) | 2008-02-25 | 2012-04-24 | Prometheus Laboratories Inc. | Drug selection for breast cancer therapy using antibody-based arrays |
US9274116B2 (en) | 2008-02-25 | 2016-03-01 | Nestec S.A. | Drug selection for breast cancer therapy using antibody-based arrays |
US10436786B2 (en) | 2008-02-25 | 2019-10-08 | Société des Produits Nestlé S.A. | Methods for detecting truncated receptors using antibody-based arrays |
US8609349B2 (en) | 2008-02-25 | 2013-12-17 | Nestec S.A. | Drug selection for breast cancer therapy using antibody-based arrays |
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
WO2010053788A1 (fr) * | 2008-10-29 | 2010-05-14 | Icb International, Inc. | Procédés d'utilisation d'anticorps et de leurs analogues |
US7897356B2 (en) | 2008-11-12 | 2011-03-01 | Caris Life Sciences | Methods and systems of using exosomes for determining phenotypes |
US8768629B2 (en) | 2009-02-11 | 2014-07-01 | Caris Mpi, Inc. | Molecular profiling of tumors |
US9128101B2 (en) | 2010-03-01 | 2015-09-08 | Caris Life Sciences Switzerland Holdings Gmbh | Biomarkers for theranostics |
US9469876B2 (en) | 2010-04-06 | 2016-10-18 | Caris Life Sciences Switzerland Holdings Gmbh | Circulating biomarkers for metastatic prostate cancer |
US10401364B2 (en) | 2011-02-03 | 2019-09-03 | Soiété Des Produits Nestlé S.A. | Drug selection for colorectal cancer therapy using receptor tyrosine kinase profiling |
US9719995B2 (en) | 2011-02-03 | 2017-08-01 | Pierian Holdings, Inc. | Drug selection for colorectal cancer therapy using receptor tyrosine kinase profiling |
US9664683B2 (en) | 2011-09-02 | 2017-05-30 | Pierian Holdings, Inc. | Profiling of signal pathway proteins to determine therapeutic efficacy |
US10112988B2 (en) | 2012-01-09 | 2018-10-30 | Icb International, Inc. | Methods of assessing amyloid-beta peptides in the central nervous system by blood-brain barrier permeable peptide compositions comprising a vab domain of a camelid single domain heavy chain antibody against an anti-amyloid-beta peptide |
US10112987B2 (en) | 2012-01-09 | 2018-10-30 | Icb International, Inc. | Blood-brain barrier permeable peptide compositions comprising a vab domain of a camelid single domain heavy chain antibody against an amyloid-beta peptide |
US10738109B2 (en) | 2012-01-09 | 2020-08-11 | Icb International, Inc. | Blood-brain barrier permeable peptide compositions comprising a VAB domain of an anti-amyloid-beta camelid single-domain heavy-chain only antibody |
CN110456035A (zh) * | 2012-04-02 | 2019-11-15 | 博格有限责任公司 | 基于细胞的探询式分析及其应用 |
US11734593B2 (en) | 2014-09-11 | 2023-08-22 | Bpgbio, Inc. | Bayesian causal relationship network models for healthcare diagnosis and treatment based on patient data |
Also Published As
Publication number | Publication date |
---|---|
CA2587765A1 (fr) | 2006-05-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US8329422B2 (en) | Analysis of circulating tumor cells, fragments, and debris | |
CA2457894C (fr) | Analyse de cellules tumorales en circulation, de fragments et de debris associes | |
WO2006054991A1 (fr) | Enrichissement magnétique de cellules en circulation, fragments et débris pour protéomique et génomique par hts dans la détection de maladie | |
AU2008249153B2 (en) | Methods and reagents for the rapid and efficient isolation of circulating cancer cells | |
EP2628008B1 (fr) | Procédés et trousses pour la détection de cellules tumorales circulantes chez des patients pancréatiques à l'aide de réactifs polyspécifiques de capture et de détection de cocktail | |
US7282350B2 (en) | Labeled cell sets for use as functional controls in rare cell detection assays | |
DK2280283T3 (en) | Labeled cells for use as an internal functional control in rare cell detection assays | |
US20020172987A1 (en) | Methods and reagents for the rapid and efficient isolation of circulating cancer cells | |
US20070154960A1 (en) | Method for assessing disease states by profile analysis of isolated circulating endothelial cells | |
WO2004076643A2 (fr) | Cellules tumorales circulantes (ctc): evaluation precoce du temps d'evolution, de la survie et de la reaction aux therapies des patients cancereux metastasiques | |
JP5548890B2 (ja) | 細胞の画像を格付けするための方法 | |
WO2006041453A1 (fr) | Cellules tumorales circulantes (ctc): evaluation de l'apoptose chez les patients presentant un cancer de la prostate | |
Rao et al. | Analysis of circulating tumor cells, fragments, and debris | |
WO2006020936A2 (fr) | Procede d'evaluation d'etats pathologiques par l'analyse de profils de cellules endotheliales circulantes isolees | |
AU2002326741A1 (en) | Analysis of circulating tumor cells, fragments, and debris |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AK | Designated states |
Kind code of ref document: A1 Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BW BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE EG ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NA NI NO NZ OM PG PH PL PT RO RU SC SD SE SG SK SL SY TJ TM TN TR TT TZ UA UG US UZ VC VN YU ZA ZM ZW |
|
AL | Designated countries for regional patents |
Kind code of ref document: A1 Designated state(s): BW GH GM KE LS MW MZ NA SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IS IT LU MC NL PL PT RO SE SI SK TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG |
|
121 | Ep: the epo has been informed by wipo that ep was designated in this application | ||
WWE | Wipo information: entry into national phase |
Ref document number: 2587765 Country of ref document: CA |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2007542999 Country of ref document: JP |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
NENP | Non-entry into the national phase |
Ref country code: JP |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 04822640 Country of ref document: EP Kind code of ref document: A1 |