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WO2018147483A1 - Insulin administration system using continuous blood glucose detection - Google Patents

Insulin administration system using continuous blood glucose detection Download PDF

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Publication number
WO2018147483A1
WO2018147483A1 PCT/KR2017/001433 KR2017001433W WO2018147483A1 WO 2018147483 A1 WO2018147483 A1 WO 2018147483A1 KR 2017001433 W KR2017001433 W KR 2017001433W WO 2018147483 A1 WO2018147483 A1 WO 2018147483A1
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Prior art keywords
insulin
blood glucose
blood sugar
response characteristic
comparison module
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PCT/KR2017/001433
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French (fr)
Korean (ko)
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최규동
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최규동
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Priority to PCT/KR2017/001433 priority Critical patent/WO2018147483A1/en
Publication of WO2018147483A1 publication Critical patent/WO2018147483A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/142Pressure infusion, e.g. using pumps
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/14Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
    • A61M5/168Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body
    • A61M5/172Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body electrical or electronic
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/178Syringes
    • A61M5/31Details
    • A61M5/315Pistons; Piston-rods; Guiding, blocking or restricting the movement of the rod or piston; Appliances on the rod for facilitating dosing ; Dosing mechanisms

Definitions

  • the present invention relates to an insulin administration system using continuous blood glucose detection, the continuous blood sugar measurement sensor unit 110 of continuously measuring a blood sugar measurement value of a subject (S1); and the blood sugar measurement value of the continuous blood sugar measurement sensor A blood sugar analysis comparison module 130 that receives the information from the unit 110 and calculates an insulin dose to be administered to the subject in real time according to a patient response characteristic of the subject (S2); and the blood sugar analysis comparison module 130 A data transmission / reception module 150 for delivering the insulin dose calculated in the insulin administration device 200 so that insulin as much as the insulin dose can be administered in real time (S4); Consists of including
  • the blood sugar analysis comparison module 130 may determine a predetermined blood glucose level target when the blood glucose measurement g (t) is a function determined by R (t) of the patient response characteristic according to the insulin dose i (t). Continuous glucose detection, characterized in that the insulin dose is determined by i (t) and the patient response characteristic is inverse of R (t) so that the blood glucose reading g (t) is within a range.
  • An insulin dosing system 100 relates.
  • Diabetes is a metabolic disease insisting on chronic hyperglycemia due to lack of insulin action, and the classification according to the cause is (1) type 1 in which the beta cells of the pancreas are autoimmune or suddenly destroyed to produce sufficient insulin. , (2) Insulin secretion lowering is main agent, type 2 with relative lack of insulin as insulin resistance main body, (3) Gene abnormalities or pancreatic secretion disease related to beta cell function of pancreas and delivery mechanism of insulin action Caused by other diseases (4) It is classified into four kinds, such as pregnancy diabetes.
  • Insulin was discovered in 1921 by banting and vest, and initially used insulin preparations purified from the pancreas of cattle or pigs. Since the human insulin gene was elucidated in 1979, human insulin preparations and insulin analog preparations by genetic engineering have been widely used now.
  • Diabetes patients in need of insulin treatment usually inject insulin preparations into the subcutaneous fat layer of the arm, thigh, and abdominal wall using a small pen-shaped syringe. It is due to the inability to take orally because insulin is destroyed in the stomach.
  • Fast-acting insulins are characterized by the fastest action but short duration. Fast-acting insulin is used when several injections are needed every day and are injected 15-20 minutes before meals or immediately after meals. This action has the highest activity at 2 to 4 hours after administration and has the property of lasting 6 to 8 hours.
  • Intermediate insulin begins to work at 1 to 3 hours, exerts maximum effect after 6 to 10 hours, and lasts 18 to 26 hours. This type of insulin is commonly used to infuse half the day by injecting it in the morning, or by feeding it at night in the evening.
  • the sustained-type insulin had a characteristic of almost no effect for the first about 6 hours, and sustained the effect for 28 to 36 hours.
  • an ultrafast hole type, a mixed type, etc. may be further classified.
  • insulin with various characteristics may be used by one type, in many cases, it is used more effectively by combining.
  • injections of intermediate insulin once a day only provide minimal control of hyperglycemia and rarely provide optimal blood glucose control.
  • the second injection is carried out at the time of dinner or at bedtime in one or both kinds.
  • the most important thing is the required amount of insulin.
  • the amount of insulin required in particular, the elderly may inject the same amount of insulin every day, but in general, it is necessary to adjust the amount of insulin for each situation of meal, activity amount and blood glucose level.
  • the patient In a diabetic state, the patient is hyperglycemic and is likely to cause a series of physiological disorders (eg, kidney failure, skin ulcers or vitreous hemorrhages) related to exacerbation of microvascularity.
  • hypoglycemia occurs due to accidental overdose of insulin, accompanied by excessive exercise or insufficient food intake, or after normal administration of insulin or glucose-lowering agents, and in extreme cases, cerebral energy metabolism cannot be maintained. It may begin to cause mental symptoms, and may even lead to loss of consciousness and, in severe cases, death.
  • the insulin injection amount is usually determined according to the blood glucose level of the patient and administered by administering insulin at predetermined time intervals.
  • the blood glucose level of each patient and the blood glucose change according to insulin administration vary in real time and are different for each patient, it is difficult to accurately and efficiently determine the insulin dose and administration time / interval.
  • a blood glucose measurement sensor including a needle inserted into a user's skin is based on a nanostructure for improving the sensor's sensitivity, and removes interference by using selective permeability on the surface.
  • an electrochemical continuous blood glucose monitoring sensor including a membrane structure and capable of being biocompatible by means for improving biocompatibility.
  • the present invention solves the problems of the existing invention described above, while measuring the blood glucose measurement value of the subject in real time, the effect response time according to the dose of insulin, the weight, age, sex, other eating habits or lifestyle of the subject
  • the real-time dose of insulin was adjusted according to the updated patient response characteristics of the subject in real time.
  • an insulin administration system using continuous glucose detection includes a continuous glucose measurement sensor unit 110 for continuously measuring a blood sugar measurement value of a subject (S1); and the blood sugar measurement value
  • a blood sugar analysis comparison module 130 which receives the continuous glucose measurement sensor unit 110 and calculates (S2) an insulin dose to be administered to the subject in real time according to a patient response characteristic of the subject;
  • the blood sugar analysis comparison module 130 The blood sugar analysis comparison module 130,
  • the blood glucose measurement is g (t)
  • the insulin dose is i (t)
  • the patient response characteristic is a function of time (t) such as R (t)
  • the patient response characteristic is R (t). Determines that the blood glucose reading g (t) satisfies a relationship such that the patient response characteristic R (t) is the product of the insulin dose i (t),
  • the insulin dosage is i (t) multiplied by the inverse of the patient response characteristic R (t) and the blood glucose reading g (t) so that the blood glucose reading g (t) is within a predetermined blood glucose target range. It is characterized by using.
  • the storage module 140 also stores the insulin dose i (t) and the blood glucose measurement g (t) over time.
  • the patient response characteristic R (t) is updated in real time in the blood sugar analysis comparison module 130 after receiving a predetermined initial response characteristic stored in the storage module 140 at an initial stage of operation (S0). It is characterized by.
  • the display module 160 is connected to the blood sugar analysis comparison module 130 and displays any one or more of the blood sugar measurement value, the insulin dose or the operating state; and the blood sugar analysis comparison module 130
  • An alarm module 170 that generates an alarm when the blood sugar measurement value is out of a predetermined range; and is connected to the blood sugar analysis comparison module 130, wherein the predetermined blood sugar level target range and the measured object are measured.
  • the present invention solves the problems of the existing invention described above, while measuring the blood glucose measurement value of the subject in real time, the effect response delay time according to the dose of insulin, the weight of the subject, age,
  • the patient's response characteristics which reflect various factors such as gender, other eating habits, or lifestyles in real time, are set in the form of a numerical analysis function and continuously updated. Therefore, by determining and administering the real-time dose of insulin, there is an advantage that can be carried out by determining the most appropriate insulin administration pattern, which is specialized for each subject.
  • FIG. 1 is a schematic diagram showing the configuration of an insulin administration system using continuous blood sugar detection according to an embodiment of the present invention.
  • FIG. 2 is a flow chart showing the operation of the insulin administration system using continuous blood glucose detection in accordance with one embodiment of the present invention.
  • FIG. 3 is a graph showing an example of setting a patient response characteristic of an insulin administration system using continuous blood glucose detection according to an embodiment of the present invention in the form of a numerical analytic function.
  • FIG. 4 is a graph showing the insulin dose and the blood glucose measurement value using the patient response characteristics of the insulin administration system using continuous blood glucose detection according to an embodiment of the present invention.
  • Continuous blood glucose measurement system largely continuous blood glucose measurement sensor unit 110, blood sugar analysis comparison module 130, data transmission and reception module 150 and insulin administration device 200 It is configured to include.
  • the continuous blood glucose measurement sensor unit 110 is attached to a part of the body of the subject to measure the blood sugar of the subject continuously (S1).
  • the continuous blood glucose measurement sensor unit 110 includes a non-labeled sensor that detects a signal generated from binding of the reversible glucose antibody and glucose molecules in body fluid by fixing a reversible glucose antibody on a surface thereof. Since the structure and operation principle of the continuous blood glucose measurement sensor unit 110 including the non-labeled sensor are described in detail in a number of prior art documents including Patent Document 1 and Patent Document 2, detailed descriptions thereof will be omitted. .
  • the continuous blood glucose measurement sensor unit 110 since the continuous blood glucose measurement sensor unit 110 is always attached to the body of the subject, it can be made compact so as not to interfere with the daily life of the subject, and waterproof and dustproof so as not to be affected by external attack or impact. It can be manufactured in the form of a case.
  • the blood sugar analysis comparison module 130 receives the blood sugar measurement value from the continuous blood sugar measurement sensor unit 110, and as shown in FIG. It performs the function of calculating in real time (S2) the insulin dose to be administered to the measurer.
  • the blood glucose measurement value is g (t)
  • the insulin dose is i (t)
  • the patient response characteristic is a function of time (t) such as R (t)
  • the patient response characteristic is R ( t) is determined to satisfy a relationship such that the blood glucose measurement g (t) is the product of the patient response characteristic R (t) and the insulin dose i (t).
  • the blood glucose measurement value over time is called g (t)
  • the blood glucose measurement value g (t) is the patient response characteristic R (t) as the input value of the insulin dose i (t) over time.
  • the patient response characteristics R (t) may vary in principle, such as the type of insulin to be administered, the mixed ratio and mixing ratio of each mixed component in the case of mixed insulin, and the lifestyle, such as the weight, age, sex, medical history, and eating habits of the patient. This is the type of function affected by the variable.
  • the most basic form of this patient response characteristic R (t) is a predetermined time delay until the effect of insulin administration is established after setting a predetermined dose for a standard body weight, which is generally widely used in the current medical community. It is possible to have the form of a linear function with
  • the insulin dose i (t) can be calculated. That is, the blood sugar measurement value is within a predetermined blood sugar level target range (for example, a value within a predetermined upper / lower range (for example, ⁇ 10%) from a reference value indicated as “R” in FIG. 4)).
  • a predetermined blood sugar level target range for example, a value within a predetermined upper / lower range (for example, ⁇ 10%) from a reference value indicated as “R” in FIG. 4
  • the insulin dose is i (t) using the inverse of the patient response characteristic R (t).
  • the insulin dosage is i (t) so that the blood glucose reading g (t) is within a predetermined blood glucose target range, and the inverse function of the patient response characteristic R (t) and the blood glucose reading g (t) It can be determined using the product of.
  • This process is typically implemented through a numerical analysis program in the blood sugar analysis comparison module 130 composed of a microprocessor and the like. As described above, setting a function using a numerical analysis, obtaining an inverse function, and performing an operation using the same are well known and practiced in the field of numerical analysis, and thus, detailed descriptions thereof will be omitted.
  • the blood glucose analysis comparison module 130 is configured to further comprise a storage module 140, wherein the patient response characteristic R (t) is shown in FIG. It is preferable to continue to update to be stored in the storage module 140 (S3). Due to this characteristic, when a sudden fluctuation of the blood glucose measurement value g (t) occurs due to a meal or the like as shown in "a" in FIG. 4, the insulin dose i (t) is increased accordingly.
  • the patient response characteristic R (t) is also continuously updated in real time. Therefore, the fluctuation of the blood glucose measurement value g (t) can be operated to converge to the predetermined blood glucose target R at all times as a result as shown in FIG. 4 as a result of time.
  • the patient response characteristic R (t) is a linear function having a predetermined initial response characteristic (for example, the predetermined time delay described above) stored in the storage module 140 at the beginning of operation as shown in FIG. 2. After receiving the form (S0) and the like can be updated in real time in the blood sugar analysis comparison module 130.
  • the storage module 140 preferably stores the insulin dose i (t) and the blood glucose measurement value g (t) over time, so that it can be used as a later medical data.
  • the display module 160 connected to the blood sugar analysis comparison module 130 for displaying any one or more of the blood sugar measurement value, the insulin dose, and the operation state is provided. It is preferable to comprise more.
  • an alarm module 170 for generating an alarm when the blood sugar measurement value is out of a predetermined range.
  • the module further includes an input module 180 for receiving an insulin dosage determining factor.
  • the data transmission and reception module 150 delivers the insulin dose calculated by the blood sugar analysis comparison module 130 to the insulin administering device 200, and the insulin dose as shown in FIG. 2. As much as insulin can be administered in real time (S4) to perform a function.

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Abstract

The present invention relates to an insulin administration system using continuous blood glucose detection, comprising: a continuous blood glucose measuring sensor unit for continuously measuring the measured value of the blood glucose of a person being measured; a blood glucose analysis/comparison module for receiving the measured value of the blood glucose from the continuous blood glucose measuring sensor unit and calculating, in real time, a dose of insulin to be administered to the person being measured, in according with the patient response characteristic of the person being measured; and a data transmission/reception module for forwarding the dose of insulin, which has been calculated by the blood glucose analysis/comparison module, to an insulin administration apparatus, so that just as much insulin as the dose of insulin can be administered in real time, wherein, if the measured value of the blood glucose is a function determined by the patient response characteristic based on the dose of insulin, the blood glucose analysis/comparison module determines the dose of insulin by using the inverse function of the patient response characteristic so that the measured value of the blood glucose comes within a predetermined blood glucose level target range.

Description

연속 혈당 감지를 이용한 인슐린 투여 시스템Insulin Dosing System Using Continuous Blood Sugar Detection
본 발명은 연속 혈당 감지를 이용한 인슐린 투여 시스템에 관한 것으로, 피측정자의 혈당 측정값을 연속적으로 측정(S1)하는 연속 혈당 측정 센서부(110);와, 상기 혈당 측정값을 상기 연속 혈당 측정 센서부(110)로부터 전달받아 피측정자의 환자 응답 특성에 따라 상기 피측정자에게 투여할 인슐린 투여량을 실시간으로 계산(S2)하는 혈당 분석 비교 모듈(130);과, 상기 혈당 분석 비교 모듈(130)에서 계산된 상기 인슐린 투여량을 인슐린 투여장치(200)에 전달하여 상기 인슐린 투여량만큼의 인슐린이 실시간으로 투여(S4)될 수있도록 하는 데이터 송수신 모듈(150); 을 포함하여 구성되되,The present invention relates to an insulin administration system using continuous blood glucose detection, the continuous blood sugar measurement sensor unit 110 of continuously measuring a blood sugar measurement value of a subject (S1); and the blood sugar measurement value of the continuous blood sugar measurement sensor A blood sugar analysis comparison module 130 that receives the information from the unit 110 and calculates an insulin dose to be administered to the subject in real time according to a patient response characteristic of the subject (S2); and the blood sugar analysis comparison module 130 A data transmission / reception module 150 for delivering the insulin dose calculated in the insulin administration device 200 so that insulin as much as the insulin dose can be administered in real time (S4); Consists of including
상기 혈당 분석 비교 모듈(130)은, 상기 혈당 측정값 g(t)가 상기 인슐린 투여량 i(t)에 따른 상기 환자 응답 특성을 R(t)에 의하여 결정되는 함수인 경우, 소정의 혈당치 목표 범위 내에 상기 혈당 측정값 g(t)가 위치할 수 있도록 상기 인슐린 투여량을 i(t)를 상기 환자 응답 특성을 R(t)의 역함수를 이용하여 결정하는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100)에 관한 것이다. The blood sugar analysis comparison module 130 may determine a predetermined blood glucose level target when the blood glucose measurement g (t) is a function determined by R (t) of the patient response characteristic according to the insulin dose i (t). Continuous glucose detection, characterized in that the insulin dose is determined by i (t) and the patient response characteristic is inverse of R (t) so that the blood glucose reading g (t) is within a range. An insulin dosing system 100 relates.
당뇨병이란, 인슐린 작용 부족에 의한 만성 고혈당 상태를 주장하는 대사질환으로서, 그 원인에 따른 분류는 (1)췌장의 베타 세포가 자기면역 질환성 또는 돌발적으로 파괴되어 충분한 인슐린을 생성할 수 없는 1형, (2)인슐린 분비 저하가 주체이거나, 인슐린 저항성이 주체로서 인슐린의 상대적 부족을 수반하는 2형, (3)췌장의 베타 세포 기능이나 인슐린 작용의 전달 기구에 관련된 유전자 이상이나 췌외분비 질환등의 다른 질환에 의한 것 (4)임신 당뇨병 등의 4 종류로 분류된다.Diabetes is a metabolic disease insisting on chronic hyperglycemia due to lack of insulin action, and the classification according to the cause is (1) type 1 in which the beta cells of the pancreas are autoimmune or suddenly destroyed to produce sufficient insulin. , (2) Insulin secretion lowering is main agent, type 2 with relative lack of insulin as insulin resistance main body, (3) Gene abnormalities or pancreatic secretion disease related to beta cell function of pancreas and delivery mechanism of insulin action Caused by other diseases (4) It is classified into four kinds, such as pregnancy diabetes.
상기 1형 당뇨병 환자의 대부분은 인슐린 요법이 필요하다. 다른 당뇨병 환자에 있어서도 마찬가지로 인슐린 요법을 필요로 하는 환자도 많이 있다.Most of the type 1 diabetics need insulin therapy. Many other diabetics also need insulin therapy.
인슐린은 1921년에 밴팅과 베스트에 의해 발견되어, 당초에는 소나 돼지의 췌장으로부터 정제한 인슐린 제제가 사용되었다. 1979년에 인간 인슐린 유전자가 해명된 이래, 현재는 유전자 공학에 의한 인간 인슐린 제제나 인슐린 아날로그 제제가 널리 사용되고 있다.Insulin was discovered in 1921 by banting and vest, and initially used insulin preparations purified from the pancreas of cattle or pigs. Since the human insulin gene was elucidated in 1979, human insulin preparations and insulin analog preparations by genetic engineering have been widely used now.
인슐린 치료를 필요로 하는 당뇨병 환자는, 통상 펜형태의 소형 주사기를 이용해, 팔, 대퇴부, 복벽의 피하 지방층에 인슐린 제제를 스스로 주사한다. 그것은 인슐린이 위에서 파괴되기 때문에, 경구로는 복용할 수 없음에 기인한다.Diabetes patients in need of insulin treatment usually inject insulin preparations into the subcutaneous fat layer of the arm, thigh, and abdominal wall using a small pen-shaped syringe. It is due to the inability to take orally because insulin is destroyed in the stomach.
인슐린 제제에는 크게 나누어 3 종류의 기본형이 있는데, 특징은 각각 작용하는 발현 시간과 지속 시간이 다르다. 속효형 인슐린은, 작용이 가장 빠르게 나타나지만 지속 시간은 단시간인 특징이 있다. 속효형 인슐린은, 매일 수차례 주사가 필요한 경우에 사용되며, 식전 15~20분 또는 식후 곧바로 주사한다. 이 작용은 투여 후 2~4시간에 최고의 활성을 나타내고, 6~8시간 지속하는 특성을 갖게 한 것이다.There are three basic types of insulin preparations, which are characterized by different expression times and durations of action. Fast-acting insulins are characterized by the fastest action but short duration. Fast-acting insulin is used when several injections are needed every day and are injected 15-20 minutes before meals or immediately after meals. This action has the highest activity at 2 to 4 hours after administration and has the property of lasting 6 to 8 hours.
중간형 인슐린은 1~3시간에 효과가 나기 시작하여, 6~10시간 후에 최대의 효과를 발휘하고, 18~26시간 지속하는 특성을 가진다. 이 종류의 인슐린은 일반적으로 아침에 주사해서 하루의 절반 분을 공급하든가, 저녁에 사용해서 야간의 인슐린을 공급하는 식으로 사용된다.Intermediate insulin begins to work at 1 to 3 hours, exerts maximum effect after 6 to 10 hours, and lasts 18 to 26 hours. This type of insulin is commonly used to infuse half the day by injecting it in the morning, or by feeding it at night in the evening.
또, 지효형 인슐린은, 최초의 약 6시간은 거의 작용이 없고, 28~36시간 효과를 지속하는 특성을 갖게 했다. 최근에는, 그 외에, 초속공형, 혼합형 등을 추가로 분류하는 일도 있다. 이와 같이, 여러 가지 특성이 있는 인슐린은 1종류로 사용하는 일도 있지만, 많은 경우 조합시킴으로써 보다 효과적으로 사용되고 있다.In addition, the sustained-type insulin had a characteristic of almost no effect for the first about 6 hours, and sustained the effect for 28 to 36 hours. In recent years, in addition, an ultrafast hole type, a mixed type, etc. may be further classified. Thus, although insulin with various characteristics may be used by one type, in many cases, it is used more effectively by combining.
예를 들면, 중간형 인슐린을 1일 1회 주사하는 것만으로는, 고혈당을 최소한의 컨트롤만 할 뿐이고, 최적의 혈당치 컨트롤을 거의 할 수 없다. 그러나, 예를 들면, 아침 주사에 속효형과 중간형의 2개 인슐린을 조합해서 사용하면, 보다 엄밀한 컨트롤이 가능하게 된다. 더구나, 2회째의 주사는 1 종류 또는 두 종류를 저녁식사 때나 취침시에 실시한다.For example, injections of intermediate insulin once a day only provide minimal control of hyperglycemia and rarely provide optimal blood glucose control. However, for example, when a combination of two fast-acting and intermediate-type insulins is used in the morning injection, more precise control is possible. In addition, the second injection is carried out at the time of dinner or at bedtime in one or both kinds.
현재, 가장 엄밀하게 혈당치를 컨트롤하기 위해서는, 속효형과 중간형 인슐린을 아침저녁 주사하고, 또 낮 동안에 속효형 인슐린을 수차례 추가로 주사한다. 인슐린 제제는 인슐린 필요량의 변화에 따라 투여량을 조절하는 것이 극히 중요하다. 이러한 높은 효과의 처방을 실시하려면 환자 자신의 당뇨병에 관한 지식과 치료상의 세세한 주의가 필요하다.At present, the most precise control of blood glucose levels is to inject morning and evening fast and mid-sized insulin and several additional fast-acting insulins during the day. It is extremely important for insulin preparations to adjust dosages according to changes in insulin requirement. This high-efficiency regimen requires knowledge of the patient's own diabetes and careful treatment.
그 중에서도 중요하게 되는 것이 인슐린의 필요량이다. 인슐린의 필요량은, 특히 고령자는 매일 동일한 양의 인슐린을 주사하는 경우도 있지만, 통상은, 식사, 활동량, 혈당치의 각 상황마다 인슐린량을 조절할 필요가 있다. 당뇨병 상태에서는, 환자는 고혈당이 되어 미소혈관의 악화에 관련된 일련의 생리학적 장애(예를 들면, 신부전, 피부 궤양 또는 눈의 유리체 출혈)를 일으킬 가능성이 있다.The most important thing is the required amount of insulin. The amount of insulin required, in particular, the elderly may inject the same amount of insulin every day, but in general, it is necessary to adjust the amount of insulin for each situation of meal, activity amount and blood glucose level. In a diabetic state, the patient is hyperglycemic and is likely to cause a series of physiological disorders (eg, kidney failure, skin ulcers or vitreous hemorrhages) related to exacerbation of microvascularity.
또 한편으로 인슐린의 우발적인 과잉 투여에 의해, 또는 과도한 운동 또는 불충분한 음식 섭취에 부수하여, 인슐린 또는 글루코오스 저하 작용약의 통상 투여후 등에 저혈당이 일어나, 극단적인 경우에는 대뇌의 에너지 대사를 유지할 수 없게 되어, 정신 증상을 일으키기 시작하고, 나아가서는 의식 소실을 일으켜 심한 경우는 사망에 이를 가능성도 있다.On the other hand, hypoglycemia occurs due to accidental overdose of insulin, accompanied by excessive exercise or insufficient food intake, or after normal administration of insulin or glucose-lowering agents, and in extreme cases, cerebral energy metabolism cannot be maintained. It may begin to cause mental symptoms, and may even lead to loss of consciousness and, in severe cases, death.
한편, 통상적으로 환자의 혈당치에 따라 인슐린 주입량을 정하고 소정의 시간 간격으로 인슐린을 투여하여 관리된다. 그러나, 환자 각각의 혈당 수치 및 인슐린 투여에 따른 혈당 변화는 실시간으로 변동하면서 개별 환자마다 모두 상이하므로 정확하고 효율적인 인슐린 투여량 및 투여 시기/ 간격의 결정이 어렵다는 문제점이 있었다. On the other hand, the insulin injection amount is usually determined according to the blood glucose level of the patient and administered by administering insulin at predetermined time intervals. However, since the blood glucose level of each patient and the blood glucose change according to insulin administration vary in real time and are different for each patient, it is difficult to accurately and efficiently determine the insulin dose and administration time / interval.
이러한 문제점은 연속혈당 모니터링(continuous glucose monitoring; CGM) 시스템을 이용하여 효과적으로 해결하는 것이 가능하며, 이러한 연속혈당 모니터링시스템에 관해서는 대한민국 등록특허 제10-1512566호 또는 대한민국 등록특허 제10-1454278호 등에, 연속적으로 체내 혈당 수치를 모니터링할 수 있는 센서로서 사용자의 피부 삽입되는 니들을 포함하는 혈당 측정 센서로서 센서의 감응성 향상을 위한 나노 구조체를 기반으로 하고, 표면에 선택적 투과성을 이용하여 방해 작용이 제거된 막 구조를 포함하며, 생체적합성을 향상시키는 수단에 의하여 생체 삽입이 가능한 전기화학방식의 연속 혈당 모니터링 센서에 관한 구성이 개시되어 있다. This problem can be effectively solved by using a continuous glucose monitoring (CGM) system, and the continuous blood glucose monitoring system for the Republic of Korea Patent No. 10-1512566 or Republic of Korea Patent No. 10-1454278 As a sensor for continuously monitoring blood glucose levels in the body, a blood glucose measurement sensor including a needle inserted into a user's skin is based on a nanostructure for improving the sensor's sensitivity, and removes interference by using selective permeability on the surface. Disclosed is a configuration of an electrochemical continuous blood glucose monitoring sensor including a membrane structure and capable of being biocompatible by means for improving biocompatibility.
그러나, 이와 같이 단순히 연속혈당 모니터링 시스템을 통한 혈당의 실시간 측정이 가능하다 하여도, 환자의 체중, 연령, 성별, 식습관 또는 생활 습관 등에 따라 각각의 환자에게 가장 적절하게 적용될 수 있는 인슐린 공급량을 결정하는 것은 어렵다는 문제점이 있었다. However, even if the blood glucose can be measured in real time through the continuous blood glucose monitoring system, it is possible to determine the amount of insulin that can be most appropriately applied to each patient according to the weight, age, sex, diet or lifestyle of the patient. The problem was that it was difficult.
본 발명은 상기한 기존 발명의 문제점을 해결하여, 피측정자의 혈당 측정값을 실시간으로 측정하면서, 인슐린의 투여량에 따른 효과 반응 지연 시간, 피측정자의 체중, 나이, 성별, 기타 식습관 또는 생활 습관 등의 다양한 요소가 실시간으로 반영되는 피측정자의 환자 응답 특성을 수치 해석적인 함수의 형태로 설정하고 이를 계속 갱신하여 가면서, 이렇게 실시간으로 갱신된 피측정자의 환자 응답 특성에 따라 인슐린의 실시간 투여량을 결정하고 투여함으로서, 피 측정자 각자에게 특화되어 가장 적절한 인슐린 투여 패턴을 결정하여 실시할 수 있도록 하는 것을 그 과제로 한다. The present invention solves the problems of the existing invention described above, while measuring the blood glucose measurement value of the subject in real time, the effect response time according to the dose of insulin, the weight, age, sex, other eating habits or lifestyle of the subject By setting the patient response characteristics of the subject, which reflect various factors in real time, in the form of a numerical analysis function and continuously updating them, the real-time dose of insulin was adjusted according to the updated patient response characteristics of the subject in real time. By determining and administering, it is a subject to make it possible to determine and implement the most appropriate insulin administration pattern specialized for each subject.
상기한 과제를 달성하기 위하여 본 발명의 연속 혈당 감지를 이용한 인슐린 투여 시스템은, 피측정자의 혈당 측정값을 연속적으로 측정(S1)하는 연속 혈당 측정 센서부(110);와, 상기 혈당 측정값을 상기 연속 혈당 측정 센서부(110)로부터 전달받아 피측정자의 환자 응답 특성에 따라 상기 피측정자에게 투여할 인슐린 투여량을 실시간으로 계산(S2)하는 혈당 분석 비교 모듈(130);In order to achieve the above object, an insulin administration system using continuous glucose detection according to the present invention includes a continuous glucose measurement sensor unit 110 for continuously measuring a blood sugar measurement value of a subject (S1); and the blood sugar measurement value A blood sugar analysis comparison module 130 which receives the continuous glucose measurement sensor unit 110 and calculates (S2) an insulin dose to be administered to the subject in real time according to a patient response characteristic of the subject;
상기 혈당 분석 비교 모듈(130)에서 계산된 상기 인슐린 투여량을 인슐린 투여장치(200)에 전달하여 상기 인슐린 투여량만큼의 인슐린이 실시간으로 투여(S4)될 수있도록 하는 데이터 송수신 모듈(150); 을 포함하여 구성되되,A data transmission / reception module 150 for delivering the insulin dose calculated by the blood sugar analysis comparison module 130 to the insulin administration device 200 so that insulin as much as the insulin dose may be administered in real time (S4); Consists of including
상기 혈당 분석 비교 모듈(130)은, The blood sugar analysis comparison module 130,
상기 혈당 측정값을 g(t), 상기 인슐린 투여량을 i(t), 상기 환자 응답 특성을 R(t)와 같이 시간(t)의 함수로 하는 경우, 상기 환자 응답 특성을 R(t)은 상기 혈당 측정값 g(t)가 상기 환자 응답 특성 R(t) 및 상기 인슐린 투여량 i(t)의 곱이 되도록 하는 관계를 만족하도록 결정하고,If the blood glucose measurement is g (t), the insulin dose is i (t), and the patient response characteristic is a function of time (t) such as R (t), the patient response characteristic is R (t). Determines that the blood glucose reading g (t) satisfies a relationship such that the patient response characteristic R (t) is the product of the insulin dose i (t),
소정의 혈당치 목표 범위 내에 상기 혈당 측정값 g(t)가 위치할 수 있도록 상기 인슐린 투여량을 i(t)를 상기 환자 응답 특성 R(t)의 역함수와 상기 혈당 측정값 g(t)의 곱을 이용하여 결정하는 것을 특징으로 한다.The insulin dosage is i (t) multiplied by the inverse of the patient response characteristic R (t) and the blood glucose reading g (t) so that the blood glucose reading g (t) is within a predetermined blood glucose target range. It is characterized by using.
또한, 상기 저장 모듈(140)은 시간에 따른 상기 인슐린 투여량 i(t) 및 상기 혈당 측정값 g(t)를 저장하는 것을 특징으로 한다. The storage module 140 also stores the insulin dose i (t) and the blood glucose measurement g (t) over time.
또한, 상기 환자 응답 특성 R(t)는 작동 초기에 상기 저장 모듈(140)에 저장된 기설정되어 있는 초기 응답 특성을 제공받은 후(S0) 상기 혈당 분석 비교 모듈(130)에서 실시간으로 갱신되어지는 것을 특징으로 한다. In addition, the patient response characteristic R (t) is updated in real time in the blood sugar analysis comparison module 130 after receiving a predetermined initial response characteristic stored in the storage module 140 at an initial stage of operation (S0). It is characterized by.
또한, 상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값, 상기 인슐린 투여량 또는 작동 상태 중 어느 하나 이상을 표시하는 표시 모듈(160);과, 상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값이 소정의 적정 범위를 벗어나는 경우 경보를 발생시키는 경보 모듈(170);과, 상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 소정의 혈당치 목표 범위 및 상기 피측정자의 체중, 연령, 성별 중 어느 하나 이상을 포함하는 인슐린 투여량 결정 인자를 입력받는 입력 모듈(180); 을 포함하여 구성되는 것을 특징으로 한다.In addition, the display module 160 is connected to the blood sugar analysis comparison module 130 and displays any one or more of the blood sugar measurement value, the insulin dose or the operating state; and the blood sugar analysis comparison module 130 An alarm module 170 that generates an alarm when the blood sugar measurement value is out of a predetermined range; and is connected to the blood sugar analysis comparison module 130, wherein the predetermined blood sugar level target range and the measured object are measured. An input module 180 for receiving an insulin dose determining factor including any one or more of body weight, age, and gender; Characterized in that comprises a.
본 발명에 의하는 경우, 본 발명은 상기한 기존 발명의 문제점을 해결하여, 피측정자의 혈당 측정값을 실시간으로 측정하면서, 인슐린의 투여량에 따른 효과 반응 지연 시간, 피측정자의 체중, 나이, 성별, 기타 식습관 또는 생활 습관 등의 다양한 요소가 실시간으로 반영되는 피측정자의 환자 응답 특성을 수치 해석적인 함수의 형태로 설정하고 이를 계속 갱신하여 가면서, 이렇게 실시간으로 갱신된 피측정자의 환자 응답 특성에 따라 인슐린의 실시간 투여량을 결정하고 투여함으로서, 피 측정자 각자에게 특화되어 가장 적절한 인슐린 투여 패턴을 결정하여 실시할 수 있다는 장점이 있다. According to the present invention, the present invention solves the problems of the existing invention described above, while measuring the blood glucose measurement value of the subject in real time, the effect response delay time according to the dose of insulin, the weight of the subject, age, The patient's response characteristics, which reflect various factors such as gender, other eating habits, or lifestyles in real time, are set in the form of a numerical analysis function and continuously updated. Therefore, by determining and administering the real-time dose of insulin, there is an advantage that can be carried out by determining the most appropriate insulin administration pattern, which is specialized for each subject.
도 1: 본 발명의 일 실시예에 의한 연속 혈당 감지를 이용한 인슐린 투여 시스템의 구성을 나타내는 모식도.1 is a schematic diagram showing the configuration of an insulin administration system using continuous blood sugar detection according to an embodiment of the present invention.
도 2: 본 발명의 일 실시예에 의한 연속 혈당 감지를 이용한 인슐린 투여 시스템의 작동을 나타내는 순서도.2 is a flow chart showing the operation of the insulin administration system using continuous blood glucose detection in accordance with one embodiment of the present invention.
도 3: 본 발명의 일 실시예에 의한 연속 혈당 감지를 이용한 인슐린 투여 시스템의 환자 응답 특성을 수치 해석적인 함수의 형태로 설정하는 일례를 나타내는 그래프.3 is a graph showing an example of setting a patient response characteristic of an insulin administration system using continuous blood glucose detection according to an embodiment of the present invention in the form of a numerical analytic function.
도 4: 본 발명의 일 실시예에 의한 연속 혈당 감지를 이용한 인슐린 투여 시스템의 환자 응답 특성을 이용한 인슐린 투여량과 혈당 측정값을 나타내는 그래프.4 is a graph showing the insulin dose and the blood glucose measurement value using the patient response characteristics of the insulin administration system using continuous blood glucose detection according to an embodiment of the present invention.
이하에서는 첨부된 도면을 참조로 하여, 본 발명의 일 실시 예에 따른 연속 혈당 감지를 이용한 인슐린 투여 시스템을 상세히 설명한다. 우선, 도면들 중, 동일한 구성요소 또는 부품들은 가능한 한 동일한 참조부호로 나타내고 있음에 유의하여야 한다. 본 발명을 설명함에 있어, 관련된 공지 기능 혹은 구성에 관한 구체적인 설명은 본 발명의 요지를 모호하지 않게 하기 위하여 생략한다.Hereinafter, with reference to the accompanying drawings, it will be described in detail the insulin administration system using the continuous blood sugar detection according to an embodiment of the present invention. First, in the drawings, the same components or parts are to be noted that as indicated by the same reference numerals as possible. In describing the present invention, detailed descriptions of related well-known functions or configurations are omitted in order not to obscure the subject matter of the present invention.
본 발명의 일 실시 예에 따른 연속 혈당 측정 시스템은 도 1에 나타낸 것과 같이 크게 연속 혈당 측정 센서부(110), 혈당 분석 비교 모듈(130), 데이터 송수신 모듈(150) 및 인슐린 투여장치(200)를 포함하여 구성된다. Continuous blood glucose measurement system according to an embodiment of the present invention as shown in Figure 1 largely continuous blood glucose measurement sensor unit 110, blood sugar analysis comparison module 130, data transmission and reception module 150 and insulin administration device 200 It is configured to include.
상기 연속 혈당 측정 센서부(110)는 피측정자의 신체 일부에 부착되어 피측정자의 혈당을 연속적으로 측정(S1)하는 역할을 수행한다. 상기 연속 혈당 측정 센서부(110)는 표면에 가역반응성 글루코스 항체가 고정되어 상기 가역반응성 글루코스 항체 및 체액 내의 글루코스 분자의 결합으로부터 발생되는 신호를 탐지하는 비표지 센서를 포함한다. 상기 비표지 센서를 포함하여, 연속 혈당 측정 센서부(110)의 구성 및 작동 원리에 관해 상기 특허문헌 1 및 특허문헌 2를 포함하는 다수의 선행 기술 문헌에서 상세히 기술하고 있으므로, 상세한 설명은 생략한다. 한편, 연속 혈당 측정 센서부(110)는 항상 피측정자의 신체에 부착되어 있으므로, 피측정자의 일상생활에 지장을 주지 않도록 소형으로 제작될 수 있고, 외부 습격 또는 충격에 영향을 받지 않도록 방수 및 방진케이스 형태로 제작될 수 있다.The continuous blood glucose measurement sensor unit 110 is attached to a part of the body of the subject to measure the blood sugar of the subject continuously (S1). The continuous blood glucose measurement sensor unit 110 includes a non-labeled sensor that detects a signal generated from binding of the reversible glucose antibody and glucose molecules in body fluid by fixing a reversible glucose antibody on a surface thereof. Since the structure and operation principle of the continuous blood glucose measurement sensor unit 110 including the non-labeled sensor are described in detail in a number of prior art documents including Patent Document 1 and Patent Document 2, detailed descriptions thereof will be omitted. . On the other hand, since the continuous blood glucose measurement sensor unit 110 is always attached to the body of the subject, it can be made compact so as not to interfere with the daily life of the subject, and waterproof and dustproof so as not to be affected by external attack or impact. It can be manufactured in the form of a case.
다음으로, 혈당 분석 비교 모듈(130)에 관하여 설명한다. 상기 혈당 분석 비교 모듈(130)은 도 1에 나타낸 것과 같이, 상기 혈당 측정값을 상기 연속 혈당 측정 센서부(110)로부터 전달받아, 도 2에 나타낸 것과 같이 피측정자의 환자 응답 특성에 따라 상기 피측정자에게 투여할 인슐린 투여량을 실시간으로 계산(S2)하는 기능을 수행한다.Next, the blood sugar analysis comparison module 130 will be described. As shown in FIG. 1, the blood sugar analysis comparison module 130 receives the blood sugar measurement value from the continuous blood sugar measurement sensor unit 110, and as shown in FIG. It performs the function of calculating in real time (S2) the insulin dose to be administered to the measurer.
이 경우, 상기 혈당 분석 비교 모듈(130)에서 상기 인슐린 투여량을 실시간으로 계산(S2)하는 과정을 상세히 설명하면 다음과 같다. In this case, the process of calculating the insulin dose in real time (S2) in the blood sugar analysis comparison module 130 will be described in detail as follows.
먼저, 상기 혈당 측정값을 g(t), 상기 인슐린 투여량을 i(t), 상기 환자 응답 특성을 R(t)와 같이 시간(t)의 함수로 하는 경우, 상기 환자 응답 특성을 R(t)은 상기 혈당 측정값 g(t)가 상기 환자 응답 특성 R(t) 및 상기 인슐린 투여량 i(t)의 곱이 되도록 하는 관계를 만족하도록 결정한다. First, when the blood glucose measurement value is g (t), the insulin dose is i (t), and the patient response characteristic is a function of time (t) such as R (t), the patient response characteristic is R ( t) is determined to satisfy a relationship such that the blood glucose measurement g (t) is the product of the patient response characteristic R (t) and the insulin dose i (t).
즉, 시간에 따른 상기 혈당 측정값을 g(t)라 하는 경우, 상기 혈당 측정값 g(t)는 시간에 따른 상기 인슐린 투여량 i(t)를 입력값으로 하는 상기 환자 응답 특성 R(t)의 출력값(함수값)으로 해석될 수 있다. That is, when the blood glucose measurement value over time is called g (t), the blood glucose measurement value g (t) is the patient response characteristic R (t) as the input value of the insulin dose i (t) over time. ) Can be interpreted as an output value (function value).
이 경우, 상기 환자 응답 특성 R(t)은 원칙적으로는 투여하는 인슐린의 종류, 혼합 인슐린인 경우 각각의 혼합 성분과 혼합비, 환자의 체중, 연령, 성별, 병력, 식습관 등의 생활 습관 등 대단히 다양한 변수에 따라 영향을 받는 함수의 형태가 된다. 이러한 상기 환자 응답 특성 R(t)에 대하여 가장 기초적인 형태는 일반적으로 현재 의료계에서 널리 사용되는 표준 체중에 대하여 소정의 투여량을 설정한 후, 인슐린 투여의 효과가 나타날 때까지의 소정의 시간 지연을 가지는 선형 함수의 형태를 가지는 것이 가능하다. In this case, the patient response characteristics R (t) may vary in principle, such as the type of insulin to be administered, the mixed ratio and mixing ratio of each mixed component in the case of mixed insulin, and the lifestyle, such as the weight, age, sex, medical history, and eating habits of the patient. This is the type of function affected by the variable. The most basic form of this patient response characteristic R (t) is a predetermined time delay until the effect of insulin administration is established after setting a predetermined dose for a standard body weight, which is generally widely used in the current medical community. It is possible to have the form of a linear function with
한편, 순수한 수치 해석의 측면에서 접근하는 경우, 도 3에 나타낸 것과 같이 소정의 값을 가지는 δ입력을 가지는 상기 인슐린 투여량 i(t)을 상정하여 피측정자(환자)에게 투여한 후, 피 측정자에 따라 나타나는 시간에 따른 혈당 측정값 g(t)를 구한 후(도 3에서는 각각의 피측정자(환자)에 따라 다르게 나타날 수 있는 상기 혈당 측정값 g(t)을 각각 α, β, γ로 나누어 표현하였다.) 이를 수치적으로 중첩하여 상기 환자 응답 특성 R(t)의 함수를 구하는 것도 가능하다. On the other hand, when approaching in terms of pure numerical analysis, it is assumed that the insulin dose i (t) having a δ input having a predetermined value is administered to the subject (patient), as shown in FIG. After calculating the blood glucose measurement value g (t) according to the time shown in Figure 3 (in Figure 3 divided the blood glucose measurement value g (t) that can be different for each subject (patient) divided by α, β, and γ, respectively) It is also possible to numerically overlap this to obtain the function of the patient response characteristic R (t).
따라서, 이를 반대로 이용하면 상기 인슐린 투여량 i(t)를 계산할 수 있게 된다. 즉, 소정의 혈당치 목표 범위 내(예를 들어, 도 4에서 "R"로 표시한 기준 값(Reference)에서 소정의 상/하 범위 (예를 들어 ±10%)내의 값)에 상기 혈당 측정값 g(t)가 위치할 수 있도록 설정(가장 단순하게는 일정한 한 값인 상수인 상기 기준값으로 설정)한 후, 상기 인슐린 투여량을 i(t)를 상기 환자 응답 특성 R(t)의 역함수를 이용하여, 소정의 혈당치 목표 범위 내에 상기 혈당 측정값 g(t)가 위치할 수 있도록 상기 인슐린 투여량을 i(t)를 상기 환자 응답 특성 R(t)의 역함수와 상기 혈당 측정값 g(t)의 곱을 이용하여 결정할 수 있다. Thus, using this in reverse, the insulin dose i (t) can be calculated. That is, the blood sugar measurement value is within a predetermined blood sugar level target range (for example, a value within a predetermined upper / lower range (for example, ± 10%) from a reference value indicated as “R” in FIG. 4)). After setting g (t) to be located (the simplest constant, the reference value, which is a constant), the insulin dose is i (t) using the inverse of the patient response characteristic R (t). The insulin dosage is i (t) so that the blood glucose reading g (t) is within a predetermined blood glucose target range, and the inverse function of the patient response characteristic R (t) and the blood glucose reading g (t) It can be determined using the product of.
이러한 과정은 통상적으로 마이크로 프로세서 등으로 구성되는 상기 혈당 분석 비교 모듈(130)에서 수치 해석 프로그램을 통하여 구현된다. 상기한 것과 같이 수치 해석을 이용하여 함수를 설정하고 그 역함수를 구한 후 이를 이용한 연산을 수행하는 것은 수치 해석 분야에서 널리 알려져 실시되고 있는 수준의 기술이므로, 상세한 설명은 생략한다. This process is typically implemented through a numerical analysis program in the blood sugar analysis comparison module 130 composed of a microprocessor and the like. As described above, setting a function using a numerical analysis, obtaining an inverse function, and performing an operation using the same are well known and practiced in the field of numerical analysis, and thus, detailed descriptions thereof will be omitted.
한편, 앞서 설명한 것과 같이 원칙적으로 대단히 다양한 인자에 의하여 영향을 받는 상기 환자 응답 특성 R(t)에 대하여, 이러한 다양한 인자를 일일히 고려하지 않고도 일종의 폐쇄 루프 제어(Closed loop Control)를 통한 일정한 혈당 수치 유지를 가능하도록 하기 위하여, 상기 혈당 분석 비교 모듈(130)에 연결되는 저장 모듈(140)을 더 포함하여 구성되는 것을 특징으로 하고, 상기 환자 응답 특성 R(t)는 도 2에 나타낸 것과 같이 실시간으로 계속 갱신되어 상기 저장 모듈(140)에 저장(S3)되는 것이 바람직하다. 이러한 특성에 의하여, 도 4에서 "a"에 나타낸 것과 같이 식사 등에 의하여 급격한 상기 혈당 측정값 g(t)의 변화(Fluctuation)가 발생한 경우, 그에 따라 상기 인슐린 투여량 i(t)이 증가하게 되며, 이와 같이 증가한 인슐린 투여량에 따라 상기 혈당 측정값이 감소하는 경우 이를 실시간으로 반영하여 상기 환자 응답 특성 R(t) 역시 계속적으로 갱신된다. 따라서, 상기 혈당 측정값 g(t)의 변화(Fluctuation)는 시간의 경과에 따라 결과적으로 도 4에 나타낸 것과 같이 언제나 소정의 혈당치 목표(R)에 수렴하도록 작동하는 것이 가능해 진다. On the other hand, for the patient response characteristic R (t), which is in principle influenced by a wide variety of factors, as described above, a constant blood sugar level through a kind of closed loop control without considering these various factors. In order to enable maintenance, the blood glucose analysis comparison module 130 is configured to further comprise a storage module 140, wherein the patient response characteristic R (t) is shown in FIG. It is preferable to continue to update to be stored in the storage module 140 (S3). Due to this characteristic, when a sudden fluctuation of the blood glucose measurement value g (t) occurs due to a meal or the like as shown in "a" in FIG. 4, the insulin dose i (t) is increased accordingly. In addition, when the blood glucose measurement value decreases according to the increased insulin dose, the patient response characteristic R (t) is also continuously updated in real time. Therefore, the fluctuation of the blood glucose measurement value g (t) can be operated to converge to the predetermined blood glucose target R at all times as a result as shown in FIG. 4 as a result of time.
이 경우, 상기 환자 응답 특성 R(t)는 도 2에 나타낸 것과 같이 작동 초기에 상기 저장 모듈(140)에 저장된 기 설정되어 있는 초기 응답 특성(예를 들어 앞서 설명한 소정의 시간 지연을 가지는 선형 함수의 형태 등)을 제공받은 후(S0) 상기 혈당 분석 비교 모듈(130)에서 실시간으로 갱신되어 지는 것도 가능하다. In this case, the patient response characteristic R (t) is a linear function having a predetermined initial response characteristic (for example, the predetermined time delay described above) stored in the storage module 140 at the beginning of operation as shown in FIG. 2. After receiving the form (S0) and the like can be updated in real time in the blood sugar analysis comparison module 130.
한편, 상기 저장 모듈(140)은 시간에 따른 상기 인슐린 투여량 i(t) 및 상기 혈당 측정값 g(t)를 저장하여, 추 후의 진료 자료 등으로 활용할 수 있도록 하는 것이 바람직하다. On the other hand, the storage module 140 preferably stores the insulin dose i (t) and the blood glucose measurement value g (t) over time, so that it can be used as a later medical data.
또한, 작동의 편의를 위하여 도 1에 나타낸 것과 같이 상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값, 상기 인슐린 투여량 또는 작동 상태 중 어느 하나 이상을 표시하는 표시 모듈(160)을 더 포함하여 구성되는 것이 바람직하다. Also, for convenience of operation, as shown in FIG. 1, the display module 160 connected to the blood sugar analysis comparison module 130 for displaying any one or more of the blood sugar measurement value, the insulin dose, and the operation state is provided. It is preferable to comprise more.
또한, 도 1에 나타낸 것과 같이상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값이 소정의 적정 범위를 벗어나는 경우 경보를 발생시키는 경보 모듈(170)을 더 포함하여 구성되는 것이 바람직하다. In addition, as shown in Figure 1 is connected to the blood sugar analysis comparison module 130, it is preferable to further comprise an alarm module 170 for generating an alarm when the blood sugar measurement value is out of a predetermined range. .
한편, 작동에 필요한 사항을 입력받기 위하여, 도 1에 나타낸 것과 같이 상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 소정의 혈당치 목표 범위 및 상기 피측정자의 체중, 연령, 성별 중 어느 하나 이상을 포함하는 인슐린 투여량 결정 인자를 입력받는 입력 모듈(180)을 더 포함하여 구성되는 것이 바람직하다. On the other hand, in order to receive the information necessary for the operation, as shown in Figure 1 is connected to the blood sugar analysis comparison module 130, the predetermined blood sugar level target range and any one or more of the weight, age, gender of the subject Preferably, the module further includes an input module 180 for receiving an insulin dosage determining factor.
다음으로, 데이터 송수신 모듈(150)에 관하여 설명한다. 상기 데이터 송수신 모듈(150)은 도 1에 나타낸 것과 같이, 상기 혈당 분석 비교 모듈(130)에서 계산된 상기 인슐린 투여량을 인슐린 투여장치(200)에 전달하여 도 2에 나타낸 것과 같이 상기 인슐린 투여량만큼의 인슐린이 실시간으로 투여(S4)될 수 있도록 하는 기능을 수행한다. Next, the data transmission and reception module 150 will be described. As shown in FIG. 1, the data transmission / reception module 150 delivers the insulin dose calculated by the blood sugar analysis comparison module 130 to the insulin administering device 200, and the insulin dose as shown in FIG. 2. As much as insulin can be administered in real time (S4) to perform a function.
이상에서는 도면과 명세서에서 최적 실시 예들이 개시되었다. 여기서 특정한 용어들이 사용되었으나, 이는 단지 본 발명을 설명하기 위한 목적에서 사용된 것이지 의미 한정이나 특허청구범위에 기재된 본 발명의 범위를 제한하기 위하여 사용된 것은 아니다. 그러므로 본 기술분야의 통상의 지식을 가진 자라면 이로부터 다양한 변형 및 균등한 타 실시 예가 가능하다는 점을 이해할 것이다. 따라서 본 발명의 진정한 기술적 보호범위는 첨부된 특허청구범위의 기술적 사상에 의해 정해져야 할 것이다.In the foregoing description, optimal embodiments have been disclosed in the drawings and the specification. Although specific terms have been used herein, they are used only for the purpose of describing the present invention and are not used to limit the scope of the present invention as defined in the meaning or claims. Therefore, those skilled in the art will understand that various modifications and equivalent other embodiments are possible. Therefore, the true technical protection scope of the present invention will be defined by the technical spirit of the appended claims.

Claims (5)

  1. 피측정자의 혈당 측정값을 연속적으로 측정(S1)하는 연속 혈당 측정 센서부(110);A continuous blood glucose measurement sensor unit 110 for continuously measuring a blood sugar measurement value of the subject (S1);
    상기 혈당 측정값을 상기 연속 혈당 측정 센서부(110)로부터 전달받아 피측정자의 환자 응답 특성에 따라 상기 피측정자에게 투여할 인슐린 투여량을 실시간으로 계산(S2)하는 혈당 분석 비교 모듈(130);A blood sugar analysis comparison module 130 which receives the blood sugar measurement value from the continuous blood glucose measurement sensor unit 110 and calculates an insulin dose to be administered to the subject in real time according to a patient response characteristic of the subject (S2);
    상기 혈당 분석 비교 모듈(130)에서 계산된 상기 인슐린 투여량을 인슐린 투여장치(200)에 전달하여 상기 인슐린 투여량만큼의 인슐린이 실시간으로 투여(S4)될 수 있도록 하는 데이터 송수신 모듈(150); 을 포함하여 구성되되,A data transmission / reception module 150 for delivering the insulin dose calculated by the blood sugar analysis comparison module 130 to the insulin administration device 200 so that insulin as much as the insulin dose may be administered in real time (S4); Consists of including
    상기 혈당 분석 비교 모듈(130)은, The blood sugar analysis comparison module 130,
    상기 혈당 측정값을 g(t), 상기 인슐린 투여량을 i(t), 상기 환자 응답 특성을 R(t)와 같이 시간(t)의 함수로 하는 경우, 상기 환자 응답 특성을 R(t)은 상기 혈당 측정값 g(t)가 상기 환자 응답 특성 R(t) 및 상기 인슐린 투여량 i(t)의 곱이 되도록 하는 관계를 만족하도록 결정하고, If the blood glucose measurement is g (t), the insulin dose is i (t), and the patient response characteristic is a function of time (t) such as R (t), the patient response characteristic is R (t). Determines that the blood glucose reading g (t) satisfies a relationship such that the patient response characteristic R (t) is the product of the insulin dose i (t),
    소정의 혈당치 목표 범위 내에 상기 혈당 측정값 g(t)가 위치할 수 있도록 상기 인슐린 투여량을 i(t)를 상기 환자 응답 특성 R(t)의 역함수와 상기 혈당 측정값 g(t)의 곱을 이용하여 결정하는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100).The insulin dosage is i (t) multiplied by the inverse of the patient response characteristic R (t) and the blood glucose reading g (t) so that the blood glucose reading g (t) is within a predetermined blood glucose target range. Insulin administration system using continuous blood sugar detection, characterized in that determined using.
  2. 청구항 제 1항에 있어서,The method according to claim 1,
    상기 혈당 분석 비교 모듈(130)에 연결되는 저장 모듈(140); 을 더 포함하여 구성되는 것을 특징으로 하고, A storage module (140) connected to the blood sugar analysis comparison module (130); Characterized in that further comprises;
    상기 환자 응답 특성 R(t)는 실시간으로 계속 갱신되어 상기 저장 모듈(140)에 저장(S3)되는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100).The patient response characteristic R (t) is continuously updated in real time and stored in the storage module (140). Insulin administration system (100) using continuous blood sugar detection, characterized in that.
  3. 청구항 제 2항에 있어서, The method according to claim 2,
    상기 저장 모듈(140)은 시간에 따른 상기 인슐린 투여량 i(t) 및 상기 혈당 측정값 g(t)를 저장하는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100).The storage module 140 stores the insulin dose i (t) and the blood glucose measurement g (t) over time.
  4. 청구항 제 3항에 있어서, The method of claim 3, wherein
    상기 환자 응답 특성 R(t)는 작동 초기에 상기 저장 모듈(140)에 저장된 기 설정되어 있는 초기 응답 특성을 제공받은 후(S0) 상기 혈당 분석 비교 모듈(130)에서 실시간으로 갱신되어지는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100).The patient response characteristic R (t) is updated in real time in the blood sugar analysis comparison module 130 after receiving a predetermined initial response characteristic stored in the storage module 140 at an initial stage of operation (S0). Insulin administration system 100 using a continuous blood sugar detection.
  5. 청구항 제 1항에 있어서, The method according to claim 1,
    상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값, 상기 인슐린 투여량 또는 작동 상태 중 어느 하나 이상을 표시하는 표시 모듈(160);A display module (160) connected to the blood sugar analysis comparison module (130) for displaying at least one of the blood sugar measurement value, the insulin dose, and the operation state;
    상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 혈당 측정값이 소정의 적정 범위를 벗어나는 경우 경보를 발생시키는 경보 모듈(170);An alarm module (170) connected to the blood sugar analysis comparison module (130) for generating an alarm when the blood sugar measurement value is out of a predetermined range;
    상기 혈당 분석 비교 모듈(130)에 연결되며, 상기 소정의 혈당치 목표 범위 및 상기 피측정자의 체중, 연령, 성별 중 어느 하나 이상을 포함하는 인슐린 투여량 결정 인자를 입력받는 입력 모듈(180); 을 포함하여 구성되는 것을 특징으로 하는 연속 혈당 감지를 이용한 인슐린 투여 시스템(100).An input module 180 connected to the blood sugar analysis comparison module 130 and receiving an insulin dose determining factor including at least one of the predetermined blood sugar target range and the weight, age, and gender of the subject; Insulin administration system using continuous blood sugar detection, characterized in that it comprises a.
PCT/KR2017/001433 2017-02-09 2017-02-09 Insulin administration system using continuous blood glucose detection WO2018147483A1 (en)

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