KR20090041817A - Qtc prolongation decision support system - Google Patents

Qtc prolongation decision support system Download PDF

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KR20090041817A
KR20090041817A KR1020070107503A KR20070107503A KR20090041817A KR 20090041817 A KR20090041817 A KR 20090041817A KR 1020070107503 A KR1020070107503 A KR 1020070107503A KR 20070107503 A KR20070107503 A KR 20070107503A KR 20090041817 A KR20090041817 A KR 20090041817A
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patient
heart
prolongation
qtc
information
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KR1020070107503A
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Korean (ko)
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김은엽
박만영
이영호
강운구
김진숙
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대한민국 (식품의약품안전청장)
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A61B5/0006ECG or EEG signals
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Abstract

A cardiovascular system abnormal reaction discrimination system for providing fundamental research data about cardiovascular abnormal reaction considering correlation with the other factor through an ECG(Electrocardiology) is provided to protect a patient by previously predicting sudden death. If the information of the patient is inputted, it shows up based on the date which a hospitalization period or an exogenous register of the patient. The information of patient altogether shows up on a next screen. If the research objects patient measured ECG, the result is shown on the prolongation screen. The prolongation discernment result is shown on the final picture. The inputted information of the patient is managed under the separate database. The update task of data through patient or the pseudo-star division is conducted.

Description

심혈관계 이상반응 판별 시스템 {QTc prolongation Decision Support System}Cardiovascular Adverse Event Determination System {QTc prolongation Decision Support System}

본 발명은 컴퓨터를 이용한 임상시험을 위한 QTc prolongation 판별 시스템에 관한 것이다. The present invention relates to a QTc prolongation determination system for a clinical trial using a computer.

의약품의 QT prolongation 가능성에 대한 평가를 하는 방법은 ECG(Electrocardiology)를 이용한 PR, QRS, QT, QTc를 측정하는 방법이 있다. ECG 측정 방법은 성별, 연령, 고혈압, 당뇨 등의 요인등을 함께 고려할 수 있다. 또한, QTc prolongation은 연령에 따른 발생 가능성이 높으며, 결국 혈압에 문제가 생겨 다른 질환의 발생 위험까지 커지게 되는 것이다. 성별에서는 여성이 남성보다 CHD 발생이 더 많다. 커지며, 성별에 따른 발생도 다르게 나타나고 있다. 따라서, 이에 대한 평가를 하는 방법으로 ECG(Electrocardiology)를 이용하기도 한다. ECG는 성별, 연령, 고혈압, 당뇨 등의 요인 등을 함께 고려해야 한다. 또한, QTc prolongation은 연령에 따른 발생 가능성이 높으며, 결국 혈압에 문제가 생겨 다른 질환의 발생 위험까지 커지게 되는 것이다. 그러므로 환자의 요인을 모두 고려해야 한다. One way to assess the likelihood of QT prolongation of drugs is to measure PR, QRS, QT and QTc using ECG (Electrocardiology). ECG measurement methods can take into account factors such as sex, age, high blood pressure and diabetes. In addition, QTc prolongation is more likely to occur with age and eventually causes blood pressure problems, increasing the risk of other diseases. In gender, women are more likely to develop CHD than men. It is growing, and the occurrence by gender is also different. Therefore, ECG (Electrocardiology) is also used as a method for evaluating this. ECG should consider factors such as sex, age, high blood pressure and diabetes. In addition, QTc prolongation is more likely to occur with age and eventually causes blood pressure problems, increasing the risk of other diseases. Therefore, all factors of the patient should be considered.

이에 본 연구에서는 ECG 측정결과를 통한 기타 요인과의 상관성을 고려한 심혈관 계 이상반응에 대한 기초연구 자료를 제공과 임상연구를 통환 환자의 건강 관리에 도움을 주고자 하였다. The purpose of this study was to provide basic research data on cardiovascular adverse events in consideration of correlation with other factors through ECG measurement results, and to help the health management of patients with clinical trials.

최근 여러 국가에서 항균제, 항히스타민제 등의 몇몇 의약품이 심실성 부정맥, torsade de point, 심장발작 등의 문제로 허가 취소 또는 시장에서 퇴출당하는 경우가 발생하는 실정이다.Recently, in several countries, some medicines such as antimicrobial agents and antihistamines have been canceled or removed from the market due to problems such as ventricular arrhythmias, torsade de point and heart attacks.

QTc prolongation 유발 관련 의약품은 정도가 심각할 경우 심실성 부정맥, torsade de pointes를 유발하고 있다.  Drugs associated with QTc prolongation induce severe ventricular arrhythmias and torsade de pointes in severe cases.

본 발명은 QTc prolongation 에 따른 심장발작, 심실성부정맥, torsde de pointes 유발로 돌연사하는 것을 사전에 예측하여 환자를 보호하고 이러한 결과들을 임상연구시 활용함을 목적으로 한다.  The present invention aims to protect patients and predict the sudden death due to cardiac seizures, ventricular arrhythmias, and torsde de pointes.

본 발명은 전술한 각종 문제점을 해결하기 위하여 안출된 것으로서, QTc prolongation 에 따른 심장발작, 심실성부정맥, torsde de pointes 유발로 돌연사하는 것을 사전에 예측하여 환자를 보호하고 이러한 결과들을 임상연구시 활용할 수 있도록 제공함을 목적으로 한다. The present invention has been made to solve the above-mentioned problems, it is possible to protect patients and predict the sudden death due to cardiac seizures, ventricular arrhythmias and torsde de pointes caused by QTc prolongation can be used in clinical research The purpose is to provide such information.

이상에서 설명한 바와 같은 본 발명 “임상시험을 위한 QTc prolongation 판별 시스템”은 병원에서 의료인의 업무와 환자들로 항상 많은 EVENT가 발생을 하는 현실에서 심장 발작 등의 2차적 심장 이상으로 돌연사하는 것을 미연에 방지하는데 그 효과가 있다. 또한, 임상연구를 위한 기초 자료를 제공함으로써 지속적인 연구의 근간이 될 것이다. 사전에 환자의 질병을 예측함으로써 경제적 부담의 경감과 건강 증진을 토대로 사회 경제의 체계적인 건강관리 분야에 기여할 수 있다.As described above, the present invention "QTc prolongation discrimination system for clinical trials" is a sudden occurrence of secondary heart abnormalities such as a heart attack in a hospital where a lot of EVENTs occur in the work of the medical staff and patients all the time. It is effective in preventing. It will also provide the basis for ongoing research by providing basic data for clinical research. By predicting patients' diseases in advance, they can contribute to the systematic health care sector of the socio-economic system based on the reduction of economic burden and the improvement of health.

앞서 기술한 목적을 달성하기 위한 본 발명의 임상시험을 위한 QTc prolongation 판별 시스템에 관한 것이다. It relates to a QTc prolongation determination system for clinical trials of the present invention for achieving the above-described object.

의사가 초기화면에서 입력 의사의 개인 정보를 입력하고 환자의 정보를 입력하면 찾고자 하는 환자의 입원기간 또는 외래 기록이 선택한 날짜를 기준으로 결과가 나타나고 다음화면으로 넘어가도록 다음 버튼이 활성화 된다. If the doctor enters the doctor's personal information and the patient's information in the initial screen, the result is displayed based on the hospitalization period or the date of the outpatient record to be searched and the next button is activated to move to the next screen.

다음 화면에서 환자의 정보가 모두 나오게 된다. 입원 또는 외래 당시 나이(세), 입퇴원기간, 신장(cm), 체중(kg), 음주 여부, 흡연 여부, 성별 정보가 활성화 되어 나타난다. The next screen will display all the patient's information. Age (age), hospitalization period, height (cm), weight (kg), drinking status, smoking status, and gender information are displayed at the time of admission or outpatients.

연구 대상 환자가 ECG(Electrocardiography)를 측정하였다면 그 결과가가 QT prolongatio 화면에서 나타나게 된다. 그 결과는 ECG 측정 일시 및 시간, HR, PR, QRS, QT, QTc, P-R-T 1/2/3, 주진단명, 부진단명, 수술 및 처치명이 나타나게 된다.If the study subject measured ECG (Electrocardiography), the results will be displayed on the QT prolongation screen. As a result, ECG measurement date and time, HR, PR, QRS, QT, QTc, P-R-T 1/2/3, main diagnosis name, under diagnosis name, surgery and treatment name appear.

최종화면으로 QTc prolongation 판별 결과가 나타나게 된다. 환자번호, 성별, 나이, BMI(Body Mass Index : 체질량 지수), 의약품 복용 및 투여 목록, QTc prolonation 판별 결과(정상, 지연)가 나타난다. 입력된 환자의 정보는 별도의 데이터베이스에서 관리하여 환자 또는 의사별 구분을 통한 자료의 업데이트 작업을 수행한다.The final screen shows the result of QTc prolongation determination. Patient number, sex, age, Body Mass Index (BMI), list of medications taken and doses, and QTc prolonation determination results (normal, delayed). The inputted patient's information is managed in a separate database to update the data by classifying patients or doctors.

각 처리단계는 사용자가 환자 정보를 입력한 이후부터 병원 OCS 데이터 베이스에서 자동으로 찾아 결과를 보여준다. 또한, 병원 OCS 데이터 베이스에 없는 자료는 의무기록에서 직접 찾아 넣을 수 있다. 그 이후 다음 버튼을 클릭하면 단계별 자동으로 넘어가면서 QTc prolongation 결과를 나타내게 된다. 입력 오류는 바로 마우스로 해당란에 가서 수정을 할 수 있으며, 이전 단계로 이동도 바로 마우스 클릭으 로 갈 수 있도록 구성되었다. 이 시스템을 통하여 누적된 데이터는 자동화 가공 단계로 관리되고 발생 가능한 각종 누락 데이터나 오류 데이터는 품질관리와 전처리 프로그램에서 정제 및 조회된다.  Each processing step automatically finds the results in the hospital OCS database after the user enters patient information. In addition, data not in the hospital OCS database can be found directly in the medical record. After that, if you click the Next button, you will be automatically moved through the steps to display the QTc prolongation results. Input errors can be corrected by going directly to the relevant fields with the mouse, and moving to the previous step is configured to go directly with the mouse click. Accumulated data through this system is managed in the automated processing stage, and various missing data or error data that can be generated are refined and inquired by quality control and preprocessing program.

QTc prolongation 판별은 환자의 ECG(Electrocardiology)측정결과와 성별, 연령, 고혈압, 당뇨, 간염, 진단명 등을 함께 고려하여 QTc : 500을 기준으로 500이하는 QTc 정상군, 500이상은 QTc 지연군으로 분류하여 판별한다.QTc prolongation is classified by QTc: 500 or less QTc group and 500 or more QTc delay group based on ECG (Electrocardiology) measurement and sex, age, hypertension, diabetes, hepatitis and diagnosis. To determine.

이하에는 첨부한 도면을 참조하여 본 발명 시스템에 대해 상세하게 설명한다.Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

각 지식데이터베이스에 대한 상세 설명은 표와 그림에 정리되어 있다.  Detailed descriptions of each knowledge database are presented in tables and figures.

표 1과 2은 QTc prolongation 유발 가능 질환명과 ICD 코드명이다. Tables 1 and 2 show QTc prolongation-induced disease names and ICD code names.

ischemic heart disaseI20 - i25 Cerebrovascular disease I60 -69 F01 Vascular dementia F01.9 Vascular dementia, unspecified F02* Dementia in other diseases classified elsewhere G46.8* Other vascular syndromes of brain in cerebrovascular diseases (I60-I67+) I63.3 Cerebral infarction due to thrombosis of cerebral arteries I63.4 Cerebral infarction due to embolism of cerebral arteries I66.9 Occlusion and stenosis of unspecified cerebral artery I67.2 Cerebral atherosclerosis I67.8 Other specified cerebrovascular diseases I67.9 Cerebrovascular disease, unspecified I69 Sequelae of cerebrovascular disease I69.8 Sequelae of other and unspecified cerebrovascular diseases O99.4 Diseases of the circulatory system complicating pregnancy, childbirth and the puerperium Z86.7 Personal history of diseases of the circulatory system Rheumatic feverI00-I02, I05-I09 A01.0 Typhoid fever I00-I02 Acute rheumatic fever I00 Rheumatic fever without mention of heart involvement I01 Rheumatic fever with heart involvement I01.0 Acute rheumatic pericarditis I01.8 Other acute rheumatic heart disease I01.9 Acute rheumatic heart disease, unspecified I02.0 Rheumatic chorea with heart involvement I02.9 Rheumatic chorea without heart involvement I05.9 Mitral valve disease, unspecified I06.9 Rheumatic aortic valve disease, unspecified I07.8 Other tricuspid valve diseases I08.0 Disorders of both mitral and aortic valves I08.8 Other multiple valve diseases I09.0 Rheumatic myocarditis I09.1 Rheumatic diseases of endocardium, valve unspecified I09.2 Chronic rheumatic pericarditis I09.8 Other specified rheumatic heart diseases I09.9 Rheumatic heart disease, unspecified J17.0* Pneumonia in bacterial diseases classified elsewhere J17.8* Pneumonia in other diseases classified elsewhere L54.0* Erythema marginatum in acute rheumatic fever (I00+) M02 Reactive arthropathies M05 Seropositive rheumatoid arthritis MyocarditisI40-43 A01.0 Typhoid fever A18.8 Tuberculosis of other specified organs A36.8 Other diphtheria A36.8 Other diphtheria A38 Scarlet fever A39.5+ Meningococcal heart disease A52.0+ Cardiovascular syphilis A54.8 Other gonococcal infections A54.8 Other gonococcal infections A75.0 Epidemic louse-borne typhus fever due to Rickettsia prowazekii A75.9 Typhus fever, unspecified B26.8 Mumps with other complications B26.8 Mumps with other complications B33.2 Viral carditis B57.0+ Acute Chagas' disease with heart involvement (I41.2*, I98.1*) B57.2 Chagas' disease (chronic) with heart involvement B57.2 Chagas' disease (chronic) with heart involvement B58.8 Toxoplasmosis with other organ involvement B58.8 Toxoplasmosis with other organ involvement D86.8 Sarcoidosis of other and combined sites D86.8 Sarcoidosis of other and combined sites I01.2 Acute rheumatic myocarditis I02.0 Rheumatic chorea with heart involvement I09.0 Rheumatic myocarditis I11.9 Hypertensive heart disease without (congestive) heart failure I40 Acute myocarditis I40.0 Infective myocarditis I40.1 Isolated myocarditis I40.8 Other acute myocarditis I40.9 Acute myocarditis, unspecified I41* Myocarditis in diseases classified elsewhere I41.0* Myocarditis in bacterial diseases classified elsewhere I41.1* Myocarditis in viral diseases classified elsewhere I41.2* Myocarditis in other infectious and parasitic diseases classified elsewhere I41.8* Myocarditis in other diseases classified elsewhere I51.4 Myocarditis, unspecified J09 Influenza due to identified avian influenza virus J10.8 Influenza with other manifestations, other influenza virus identified J10.8 Influenza with other manifestations, other influenza virus identified J11.8 Influenza with other manifestations, virus not identified J11.8 Influenza with other manifestations, virus not identified M05.3+ Rheumatoid arthritis with involvement of other organs and systems MVP I34.1 hypothyroidismE02-03 hypokalemia E87.6 hypocalcemia E58 Dietary calcium deficiency E83.5 Disorders of calcium metabolism P71.0 Cow's milk hypocalcaemia in newborn P71.1 Other neonatal hypocalcaemia bradycardia I49 Other cardiac arrhythmias I49.5 Sick sinus syndrome O36.3 Maternal care for signs of fetal hypoxia O68.0 Labour and delivery complicated by fetal heart rate anomaly P20.9 Intrauterine hypoxia, unspecified P29.1 Neonatal cardiac dysrhythmia R00.1 Bradycardia, unspecified anorexia nervosa, starvation F50.0 Anorexia nervosa F50.1 Atypical anorexia nervosa F50.2 Bulimia nervosa F98.2 Feeding disorder of infancy and childhood R63.0 Anorexia congestive heart failure I09.8 Other specified rheumatic heart diseases I11.0 Hypertensive heart disease with (congestive) heart failure I11.9 Hypertensive heart disease without (congestive) heart failure I13.0 Hypertensive heart and renal disease with (congestive) heart failure I13.2 Hypertensive heart and renal disease with both (congestive) heart failure and renal failure I50.0 Congestive heart failure I50.9 Heart failure, unspecified P29.0 Neonatal cardiac failure high serum drug concentrations T88.6 Anaphylactic shock due to adverse effect of correct drug or medicament properly administered ion channel mutations/polymorphisms polymorphisms F23.0 Acute polymorphic psychotic disorder without symptoms of schizophrenia severe hypomagnesemia E83.4 Disorders of magnesium metabolism P71.2 Neonatal hypomagnesaemia atrial fibrillation I48 Atrial fibrillation and flutter heart failure A52.0+ Cardiovascular syphilis E05.9 Thyrotoxicosis, unspecified I09.8 Other specified rheumatic heart diseases I09.9 Rheumatic heart disease, unspecified I11.0 Hypertensive heart disease with (congestive) heart failure I11.9 Hypertensive heart disease without (congestive) heart failure I13.0 Hypertensive heart and renal disease with (congestive) heart failure I13.1 Hypertensive heart and renal disease with renal failure I13.2 Hypertensive heart and renal disease with both (congestive) heart failure and renal failure I24.8 Other forms of acute ischaemic heart disease I39.8* Endocarditis, valve unspecified, in diseases classified elsewhere I43.8* Cardiomyopathy in other diseases classified elsewhere I50 Heart failure I50.0 Congestive heart failure I50.1 Left ventricular failure I50.9 Heart failure, unspecified I51.5 Myocardial degeneration I52.0* Other heart disorders in bacterial diseases classified elsewhere I97.1 Other functional disturbances following cardiac surgery I97.8 Other postprocedural disorders of circulatory system, not elsewhere classified J81 Pulmonary oedema O29.1 Cardiac complications of anaesthesia during pregnancy O74.2 Cardiac complications of anaesthesia during labour and delivery O75.4 Other complications of obstetric surgery and procedures O89.1 Cardiac complications of anaesthesia during the puerperium P29.0 Neonatal cardiac failure R09.2 Respiratory arrest R54 Senility T81.8 Other complications of procedures, not elsewhere classified T86.2 Heart transplant failure and rejection T86.3 Heart-lung transplant failure and rejection Y62.5 During heart catheterization Y62.6 During aspiration, puncture and other catheterization ischemic heart disaseI20-i25 Cerebrovascular disease I60 -69 F01 Vascular dementia F01.9 Vascular dementia, unspecified F02 * Dementia in other diseases classified elsewhere G46.8 * Other vascular syndromes of brain in cerebrovascular diseases (I60-I67 +) I63.3 Cerebral infarction due to thrombosis of cerebral arteries I63.4 Cerebral infarction due to embolism of cerebral arteries I66.9 Occlusion and stenosis of unspecified cerebral artery I67.2 Cerebral atherosclerosis I67.8 Other specified cerebrovascular diseases I67.9 Cerebrovascular disease, unspecified I69 Sequela disease I69.8 Sequelae of other and unspecified cerebrovascular diseases O99.4 Diseases of the circulatory system complicating pregnancy, childbirth and the puerperium Z86.7 Personal history of diseases of the circulatory system Rheumatic feverI00-I02, I05-I09 A01.0 Typhoid fever I00-I02 Acute rheumatic fever I00 Rheumatic fever without mention of hear t involvement I01 Rheumatic fever with heart involvement I01.0 Acute rheumatic pericarditis I01.8 Other acute rheumatic heart disease I01.9 Acute rheumatic heart disease, unspecified I02.0 Rheumatic chorea with heart involvement I02.9 Rheumatic chorea without heart involvement I05.9 Mitral valve disease, unspecified I06.9 Rheumatic aortic valve disease, unspecified I07.8 Other tricuspid valve diseases I08.0 Disorders of both mitral and aortic valves I08.8 Other multiple valve diseases I09.0 Rheumatic myocarditis I09.1 Rheumatic diseases of endocardium , valve unspecified I09.2 Chronic rheumatic pericarditis I09.8 Other specified rheumatic heart diseases I09.9 Rheumatic heart disease, unspecified J17.0 * Pneumonia in bacterial diseases classified elsewhere J17.8 * Pneumonia in other diseases classified elsewhere L54.0 * Erythema marginatum in acute rheumatic fever (I00 +) M02 Reactive arthropathies M05 Seropositive rheuma toid arthritis Myocarditis I40-43 A01.0 Typhoid fever A18.8 Tuberculosis of other specified organs A36.8 Other diphtheria A36.8 Other diphtheria A38 Scarlet fever A39.5 + Meningococcal heart disease A52.0 + Cardiovascular syphilis A54.8 Other gonococcal infections A54.8 Other gonococcal infections A75.0 Epidemic louse-borne typhus fever due to Rickettsia prowazekii A75.9 Typhus fever, unspecified B26.8 Mumps with other complications B26.8 Mumps with other complications B33.2 Viral carditis B57.0 + Acute Chagas' disease with heart involvement (I41.2 *, I98.1 *) B57.2 Chagas' disease (chronic) with heart involvement B57.2 Chagas' disease (chronic) with heart involvement B58.8 Toxoplasmosis with other organ involvement B58 .8 Toxoplasmosis with other organ involvement D86.8 Sarcoidosis of other and combined sites D86.8 Sarcoidosis of other and combined sites I01.2 Acute rheumatic myocarditis I02.0 Rheumatic chorea with heart involvement I09.0 Rheumatic myocarditis I11.9 Hypertensive heart disease without (congestive) heart failure I40 Acute myocarditis I40.0 Infective myocarditis I40.1 Isolated myocarditis I40.8 Other acute myocarditis I40.9 Acute myocarditis, unspecified I41 * Myocarditis in diseases classified elsewhere I41.0 * Myocarditis in bacterial diseases classified elsewhere I41.1 * Myocarditis in viral diseases classified elsewhere I41.2 * Myocarditis in other infectious and parasitic diseases classified elsewhere I41.8 * Myocarditis in other diseases classified elsewhere I51.4 Myocarditis , unspecified J09 Influenza due to identified avian influenza virus J10.8 Influenza with other manifestations, other influenza virus identified J10.8 Influenza with other manifestations, other influenza virus identified J11.8 Influenza with other manifestations, virus not identified J11.8 Influenza with other manifestations, virus not identified M05. 3+ Rheumatoid arthritis with involvement of other organs and systems MVP I34.1 hypothyroidism E02-03 hypokalemia E87.6 hypocalcemia E58 Dietary calcium deficiency E83.5 Disorders of calcium metabolism P71.0 Cow's milk hypocalcaemia in newborn P71.1 Other neonatal hypocalcaemia bradycardia I49 Other cardiac arrhythmias I49.5 Sick sinus syndrome O36.3 Maternal care for signs of fetal hypoxia O68.0 Labor and delivery complicated by fetal heart rate anomaly P20.9 Intrauterine hypoxia, unspecified P29.1 Neonatal cardiac dysrhythmia R00.1 Bradycardia, unspecified anorexia nervosa, starvation F50.0 Anorexia nervosa F50.1 Atypical anorexia nervosa F50.2 Bulimia nervosa F98.2 Feeding disorder of infancy and childhood R63.0 Anorexia congestive heart failure I09.8 Other specified rheumatic heart diseases I11.0 Hypertensive heart disease with (congestive) heart failure I11.9 Hypertensive heart disease without (congestive) heart failure I13.0 Hyperte nsive heart and renal disease with (congestive) heart failure I13.2 Hypertensive heart and renal disease with both (congestive) heart failure and renal failure I50.0 Congestive heart failure I50.9 Heart failure, unspecified P29.0 Neonatal cardiac failure high serum drug concentrations T88.6 Anaphylactic shock due to adverse effect of correct drug or medicament properly administered ion channel mutations / polymorphisms polymorphisms F23.0 Acute polymorphic psychotic disorder without symptoms of schizophrenia severe hypomagnesemia E83.4 Disorders of magnesium metabolism P71.2 Neonatal hypomagnesaemia atrial fibrillation I48 Atrial fibrillation and flutter heart failure A52.0 + Cardiovascular syphilis E05.9 Thyrotoxicosis, unspecified I09.8 Other specified rheumatic heart diseases I09.9 Rheumatic heart disease, unspecified I11.0 Hypertensive heart disease with (congestive) heart failure I11. 9 Hypertensive heart disease without (congestive) heart failure I13.0 Hypert ensive heart and renal disease with (congestive) heart failure I13.1 Hypertensive heart and renal disease with renal failure I13.2 Hypertensive heart and renal disease with both (congestive) heart failure and renal failure I24.8 Other forms of acute ischaemic heart disease I39.8 * Endocarditis, valve unspecified, in diseases classified elsewhere I43.8 * Cardiomyopathy in other diseases classified elsewhere I50 Heart failure I50.0 Congestive heart failure I50.1 Left ventricular failure I50.9 Heart failure, unspecified I51.5 Myocardial degeneration I52.0 * Other heart disorders in bacterial diseases classified elsewhere I97.1 Other functional disturbances following cardiac surgery I97.8 Other postprocedural disorders of circulatory system, not elsewhere classified J81 Pulmonary oedema O29.1 Cardiac complications of anaesthesia during pregnancy O74.2 Cardiac complications of anaesthesia during labor and delivery O75.4 Other complications of obstetric surgery and procedures O89.1 Card iac complications of anaesthesia during the puerperium P29.0 Neonatal cardiac failure R09.2 Respiratory arrest R54 Senility T81.8 Other complications of procedures, not elsewhere classified T86.2 Heart transplant failure and rejection T86.3 Heart-lung transplant failure and rejection Y62 .5 During heart catheterization Y62.6 During aspiration, puncture and other catheterization

표 1의 내용은 QTc prolongation 유발 가능 질환명과 ICD 코드명을 나타낸다. QTc prolongation 판별시 표 1에 제시된 질환을 가지고 있는 사람은 순수한 QTc prolongation 판별시 제외한다.Table 1 shows QTc prolongation-induced disease name and ICD code name. When determining QTc prolongation, people with the diseases shown in Table 1 are excluded when determining pure QTc prolongation.

ischemia F06.8 Other specified mental disorders due to brain damage and dysfunction and to physical disease G45.8 Other transient cerebral ischaemic attacks and related syndromes G45.9 Transient cerebral ischaemic attack, unspecified G95.1 Vascular myelopathies H34.2 Other retinal artery occlusions I24.8 Other forms of acute ischaemic heart disease I24.9 Acute ischaemic heart disease, unspecified I25.5 Ischaemic cardiomyopathy I25.6 Silent myocardial ischaemia I25.9 Chronic ischaemic heart disease, unspecified I67.2 Cerebral atherosclerosis I67.8 Other specified cerebrovascular diseases I99 Other and unspecified disorders of circulatory system K55.0 Acute vascular disorders of intestine K55.1 Chronic vascular disorders of intestine K55.9 Vascular disorder of intestine, unspecified M62.2 Ischaemic infarction of muscle N28.0 Ischaemia and infarction of kidney O99.4 Diseases of the circulatory system complicating pregnancy, childbirth and the puerperium P29.4 Transient myocardial ischaemia of newborn P91.0 Neonatal cerebral ischaemia T79.6 Traumatic ischaemia of muscle hypothyroidism E00 Congenital iodine-deficiency syndrome E00.9 Congenital iodine-deficiency syndrome, unspecified E01 Iodine-deficiency-related thyroid disorders and allied conditions E01 Iodine-deficiency-related thyroid disorders and allied conditions E01.8 Other iodine-deficiency-related thyroid disorders and allied conditions E02 Subclinical iodine-deficiency hypothyroidism E03 Other hypothyroidism E03 Other hypothyroidism E03.0 Congenital hypothyroidism with diffuse goitre E03.1 Congenital hypothyroidism without goitre E03.2 Hypothyroidism due to medicaments and other exogenous substances E03.3 Postinfectious hypothyroidism E03.8 Other specified hypothyroidism E03.9 Hypothyroidism, unspecified E03.9 Hypothyroidism, unspecified E89.0 Postprocedural hypothyroidism F02.8* Dementia in other specified diseases classified elsewhere G73.5* Myopathy in endocrine diseases M14.5* Arthropathies in other endocrine, nutritional and metabolic disorders P72 Other transitory neonatal endocrine disorders P72.2 Other transitory neonatal disorders of thyroid function, not elsewhere classified Q86 Congenital malformation syndromes due to known exogenous causes, not elsewhere classified ischemia F06.8 Other specified mental disorders due to brain damage and dysfunction and to physical disease G45.8 Other transient cerebral ischaemic attacks and related syndromes G45.9 Transient cerebral ischaemic attack, unspecified G95.1 Vascular myelopathies H34.2 Other retinal artery occlusions I24.8 Other forms of acute ischaemic heart disease I24.9 Acute ischaemic heart disease, unspecified I25.5 Ischaemic cardiomyopathy I25.6 Silent myocardial ischaemia I25.9 Chronic ischaemic heart disease, unspecified I67.2 Cerebral atherosclerosis I67.8 Other specified cerebrovascular diseases I99 Other and unspecified disorders of circulatory system K55.0 Acute vascular disorders of intestine K55.1 Chronic vascular disorders of intestine K55.9 Vascular disorder of intestine, unspecified M62.2 Ischaemic infarction of muscle N28.0 Ischaemia and infarction of kidney O99 .4 Diseases of the circulatory system complicating pregnancy, childbirt h and the puerperium P29.4 Transient myocardial ischaemia of newborn P91.0 Neonatal cerebral ischaemia T79.6 Traumatic ischaemia of muscle hypothyroidism E00 Congenital iodine-deficiency syndrome E00.9 Congenital iodine-deficiency syndrome, unspecified E01 Iodine-deficiency-related thyroid disorders and allied conditions E01 Iodine-deficiency-related thyroid disorders and allied conditions E01.8 Other iodine-deficiency-related thyroid disorders and allied conditions E02 Subclinical iodine-deficiency hypothyroidism E03 Other hypothyroidism E03 Other hypothyroidism E03.0 Congenital hypothyroidism with diffuse goitre E03. 1 Congenital hypothyroidism without goitre E03.2 Hypothyroidism due to medicaments and other exogenous substances E03.3 Postinfectious hypothyroidism E03.8 Other specified hypothyroidism E03.9 Hypothyroidism, unspecified E03.9 Hypothyroidism, unspecified E89.0 Postprocedural hypothyroidia F02.8 * De0 oth er specified diseases classified elsewhere G73.5 * Myopathy in endocrine diseases M14.5 * Arthropathies in other endocrine, nutritional and metabolic disorders P72 Other transitory neonatal endocrine disorders P72.2 Other transitory neonatal disorders of thyroid function, not elsewhere classified Q86 Congenital malformation syndromes due to known exogenous causes, not elsewhere classified

표 2의 내용은 QTc prolongation 유발 가능 질환명과 ICD 코드명을 나타낸다. QTc prolongation 판별시 표 2에 제시된 질환을 가지고 있는 사람은 순수한 QTc prolongation 판별시 제외한다. Table 2 shows QTc prolongation-induced disease name and ICD code name. When determining QTc prolongation, people with the diseases shown in Table 2 are excluded when determining pure QTc prolongation.

Generic NameGeneric name Class/Clinical UseClass / Clinical Use CommentsComments Amiodarone Amiodarone Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>Males,TdP risk regarded as lowFemales> Males, TdP risk regarded as low Amiodarone Amiodarone Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>Males,TdP risk regarded as lowFemales> Males, TdP risk regarded as low Arsenic trioxide Arsenic trioxide Anti-cancer / LeukemiaAnti-cancer / Leukemia Bepridil Bepridil Anti-anginal / heart painAnti-anginal / heart pain Females>MalesFemales> Males ChloroquineChlororoquine Anti-malarial / malaria infectionAnti-malarial / malaria infection Chlorpromazine Chlorpromazine Anti-psychotic/ Anti-emetic / schizophrenia/ nauseaAnti-psychotic / Anti-emetic / schizophrenia / nausea CisaprideCisapride GI stimulant / heartburnGI stimulant / heartburn Restricted availability; Females>Males.Restricted availability; Females> Males. ClarithromycinClarithromycin Antibiotic / bacterial infectionAntibiotic / bacterial infection Disopyramide Disopyramide Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>MalesFemales> Males Dofetilide Dofetilide Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Domperidone*Domperidone * Anti-nausea / nauseaAnti-nausea / nausea not available in the United Statesnot available in the United States Droperidol Droperidol Sedative;Anti-nausea / anesthesia adjunct, nauseaSedative; Anti-nausea / anesthesia adjunct, nausea Erythromycin Erythromycin Antibiotic;GI stimulant / bacterial infection; increase GI motilityAntibiotic; GI stimulant / bacterial infection; increase GI motility Females>MalesFemales> Males Erythromycin Erythromycin Antibiotic;GI stimulant / bacterial infection; increase GI motilityAntibiotic; GI stimulant / bacterial infection; increase GI motility Females>MalesFemales> Males Halofantrine Halofantrine Anti-malarial / malaria infectionAnti-malarial / malaria infection Females>MalesFemales> Males Haloperidol Haloperidol Anti-psychotic / schizophrenia, agitationAnti-psychotic / schizophrenia, agitation IbutilideIbutilide Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>MalesFemales> Males LevomethadylLevomethadyl Opiate agonist / pain control, narcotic dependenceOpiate agonist / pain control, narcotic dependence MesoridazineMesoridazine Anti-psychotic / schizophreniaAnti-psychotic / schizophrenia MethadoneMethadone Opiate agonist / pain control, narcotic dependenceOpiate agonist / pain control, narcotic dependence Females>MalesFemales> Males MethadoneMethadone Opiate agonist / pain control, narcotic dependenceOpiate agonist / pain control, narcotic dependence Females>MalesFemales> Males Pentamidine Pentamidine Anti-infective / pneumocystis pneumoniaAnti-infective / pneumocystis pneumonia Females>MalesFemales> Males Pentamidine Pentamidine Anti-infective / pneumocystis pneumoniaAnti-infective / pneumocystis pneumonia Females>MalesFemales> Males PimozidePimozide Anti-psychotic / Tourette's ticsAnti-psychotic / Tourette's tics Females>MalesFemales> Males Procainamide Procainamide Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Procainamide Procainamide Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm QuinidineQuinidine Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>MalesFemales> Males QuinidineQuinidine Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>MalesFemales> Males Sotalol Sotalol Anti-arrhythmic / abnormal heart rhythmAnti-arrhythmic / abnormal heart rhythm Females>MalesFemales> Males Sparfloxacin Sparfloxacin Antibiotic / bacterial infectionAntibiotic / bacterial infection ThioridazineThioridazine Anti-psychotic / schizophreniaAnti-psychotic / schizophrenia

표 3의 정보는 QTc prolongation을 일으킬 가능성이 있는 의약품에 대한 목록이다.The information in Table 3 lists the drugs that are likely to cause QTc prolongation.

도 1은 본 발명 임상시험을 위한 QTc prolongation 판별 시스템의 흐름도ㅎ 화면,1 is a flow chart of the QTc prolongation determination system for clinical trials of the present invention,

도 2는 도 1의 사용자(의료인)가 입력을 하기 위한 화면,FIG. 2 is a screen for input by a user (medical person) of FIG. 1,

도 3은 환자 정보가 입원 또는 외래 구분을 통하여 진단 및 검사 받은 결과가 나타나는 화면으로 ECG 측정결과와 환자의 개인 정보가 모두 요약해서 보여주는 화면,3 is a screen in which patient information is diagnosed and examined through inpatient or outpatient classification, and shows a summary of ECG measurement results and patient personal information.

도 4는 QTc prolongation 판별을 위한 ECG 측정자료와 진단, 수술 처치명을 보여주는 화면,Figure 4 is a screen showing the ECG measurement data for diagnosis and QTc prolongation, diagnosis, surgical treatment name,

도 5는 QTc prolongation 판별을 위한 성별, 연령, 흡연, 음주, ECG(HR, PR, QRS, QT, QTc, P-R-T 1,2,3), 신장, 체중, 진단명을 보여준다. 발생 가능한 모든 요인을 고려하여 본태성 QTc prolongation 이 아닌 2차성 QTc prolongation을 찾아 결과를 보여준다.Figure 5 shows sex, age, smoking, drinking, ECG (HR, PR, QRS, QT, QTc, P-R-T 1,2,3), height, weight, diagnosis for determining QTc prolongation. Considering all possible factors, the results are found by looking for secondary QTc prolongation, not essential QTc prolongation.

Claims (3)

임상시험을 위한 QTc prolongation 판별 시스템으로 환자의 특성을 고려한 QTc prolongatoin을 판단함으로써 환자의 건강 증진에 대한 효과를 향상 시킬 수 있는 건강관리 서비스를 제공한다. As a QTc prolongation discrimination system for clinical trials, the QTc prolongatoin is considered in consideration of the characteristics of the patient to provide health care services that can improve the effect of improving the health of the patient. 2차적 심장 이상으로 인한 돌연사로 문제가 발생하는 것에 대한 임상연구의 기초자료를 제공함으로써 효과적인 질환 연구의 근간을 제공한다. It provides the basis for effective disease research by providing the basis for clinical research on the occurrence of problems due to sudden death due to secondary cardiac abnormalities. 병원 OCS 데이터 베이스의 정보와 의무기록의 정보 중 중요 위험 인자들을 한곳에서 보고 의료인이 판단할 수 있어서, 진료의 질을 높일 수 있다. 많은 질환 환자들을 효과적으로 관리 할 수 있는 시스템이다. Critical risk factors, such as information in the hospital OCS database and medical records, can be viewed in one place, and health care professionals can determine the quality of care. It is a system that can effectively manage patients with many diseases.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9324035B2 (en) 2012-03-15 2016-04-26 Samsung Electronics Co., Ltd. Apparatus and method for predicting potential change of coronary artery calcification (CAC) level
KR101896637B1 (en) * 2017-06-02 2018-09-07 충남대학교산학협력단 Method for prediction of QT prolongation syndrome by drug

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9324035B2 (en) 2012-03-15 2016-04-26 Samsung Electronics Co., Ltd. Apparatus and method for predicting potential change of coronary artery calcification (CAC) level
KR101896637B1 (en) * 2017-06-02 2018-09-07 충남대학교산학협력단 Method for prediction of QT prolongation syndrome by drug

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