Evaluation of Drug-Induced Liver Injury Developed During Hospitalization Using Electronic Health Record (EHR)-Based Algorithm

  • Kang, Yewon; 
  • Kim, Sae-Hoon; 
  • Park, So-Young; 
  • Park, Bo Young; 
  • Lee, Ji-Hyang; 
  • 외 9명
Citations

WEB OF SCIENCE

30
Citations

SCOPUS

32

초록

Purpose: The incidence of drug-induced liver injury (DILI) has been increasing; however, few algorithms are available to identify DILI in electronic health records (EHR5). We aimed to identify and evaluate DILI with an appropriate screening algorithm. Methods: We collected data from 3 university hospitals between June 2015 and May 2016 using our newly developed algorithm for identifying DILI. Among patients with alanine transferase (ALT) <= 120 IU/L and total bilirubin (TB) <= 2.4 mg/dL in blood test results within 48 hours of admission, those who either had 1) ALT > 120 IU/L and TB > 2.4 mg/dL or 2) ALT > 200 IU/L at least once during hospitalization were identified. After excluding patients with liver disease-related diagnosis at discharge, medical records were retrospectively reviewed to evaluate epidemiological characteristics of DILI. Results: The total number of inpatients was 256,598, of whom 1,100 (0.43%) were selected by the algorithm as suspected DILI. Subsequently, 365 cases (0.14% of total inpatients, 95% confidence interval, 0.13-0.16) were identified as DILI, yielding a positive predictive value of 33.1%. Antibiotics (n = 214, 47.2%) were the major class of causative drug followed by chemotherapeutic agents (n = 87,19.2%). The most common causative drug was piperacillin-tazobactam (n = 38, 8.4%); the incidence of DILI by individual agent was highest for methotrexate (19.4 cases/1,000 patients administered the drug). Common reasons for excluding suspected DILI cases were ischemic hepatitis and postoperative liver dysfunction. Conclusions: Using our EHR-based algorithm, we identified that approximately 0.14% of patients developed DILI during hospitalization. Further studies are needed to modify criteria for more accurate identification of DILI.

키워드

Adverse drug reaction; algorithms; drug-induced liver injury; electronic health records; pharmacoepidemiology; SINGLE-CENTER EXPERIENCE; CAUSALITY ASSESSMENT; HYS LAW; POPULATION; FEATURES; OUTCOMES; DIAGNOSIS; IDENTIFY
제목
Evaluation of Drug-Induced Liver Injury Developed During Hospitalization Using Electronic Health Record (EHR)-Based Algorithm
저자
Kang, Yewon; Kim, Sae-Hoon; Park, So-Young; Park, Bo Young; Lee, Ji-Hyang; An, Jin; Won, Ha-Kyeong; Song, Woo-Jung; Kwon, Hyouk-Soo; Cho, You-Sook; Moon, Hee-Bom; Shim, Ju Hyun; Yang, Min-Suk; Kim, Tae-Bum
DOI
10.4168/aair.2020.12.3.430
발행일
2020-05
유형
Article
저널명
Allergy, Asthma & Immunology Research
권
12
호
3
페이지
430 ~ 442