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Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN).

Publication ,  Journal Article
Hayashi, PH; Barnhart, HX; Fontana, RJ; Chalasani, N; Davern, TJ; Talwalkar, JA; Reddy, KR; Stolz, AA; Hoofnagle, JH; Rockey, DC
Published in: Liver Int
May 2015

BACKGROUND & AIMS: Because of the lack of objective tests to diagnose drug-induced liver injury (DILI), causality assessment is a matter of debate. Expert opinion is often used in research and industry, but its test-retest reliability is unknown. To determine the test-retest reliability of the expert opinion process used by the Drug-Induced Liver Injury Network (DILIN). METHODS: Three DILIN hepatologists adjudicate suspected hepatotoxicity cases to one of five categories representing levels of likelihood of DILI. Adjudication is based on retrospective assessment of gathered case data that include prospective follow-up information. One hundred randomly selected DILIN cases were re-assessed using the same processes for initial assessment but by three different reviewers in 92% of cases. RESULTS: The median time between assessments was 938 days (range 140-2352). Thirty-one cases involved >1 agent. Weighted kappa statistics for overall case and individual agent category agreement were 0.60 (95% CI: 0.50-0.71) and 0.60 (0.52-0.68) respectively. Overall case adjudications were within one category of each other 93% of the time, while 5% differed by two categories and 2% differed by three categories. Fourteen per cent crossed the 50% threshold of likelihood owing to competing diagnoses or atypical timing between drug exposure and injury. CONCLUSIONS: The DILIN expert opinion causality assessment method has moderate interobserver reliability but very good agreement within one category. A small but important proportion of cases could not be reliably diagnosed as ≥50% likely to be DILI.

Duke Scholars

Published In

Liver Int

DOI

EISSN

1478-3231

Publication Date

May 2015

Volume

35

Issue

5

Start / End Page

1623 / 1632

Location

United States

Related Subject Headings

  • Severity of Illness Index
  • Risk Factors
  • Reproducibility of Results
  • Plant Preparations
  • Middle Aged
  • Male
  • Humans
  • Gastroenterology & Hepatology
  • Female
  • Dietary Supplements
 

Citation

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Hayashi, P. H., Barnhart, H. X., Fontana, R. J., Chalasani, N., Davern, T. J., Talwalkar, J. A., … Rockey, D. C. (2015). Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN). Liver Int, 35(5), 1623–1632. https://doi.org/10.1111/liv.12540
Hayashi, Paul H., Huiman X. Barnhart, Robert J. Fontana, Naga Chalasani, Timothy J. Davern, Jayant A. Talwalkar, K Rajender Reddy, Andrew A. Stolz, Jay H. Hoofnagle, and Don C. Rockey. “Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN).Liver Int 35, no. 5 (May 2015): 1623–32. https://doi.org/10.1111/liv.12540.
Hayashi PH, Barnhart HX, Fontana RJ, Chalasani N, Davern TJ, Talwalkar JA, et al. Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN). Liver Int. 2015 May;35(5):1623–32.
Hayashi, Paul H., et al. “Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN).Liver Int, vol. 35, no. 5, May 2015, pp. 1623–32. Pubmed, doi:10.1111/liv.12540.
Hayashi PH, Barnhart HX, Fontana RJ, Chalasani N, Davern TJ, Talwalkar JA, Reddy KR, Stolz AA, Hoofnagle JH, Rockey DC. Reliability of causality assessment for drug, herbal and dietary supplement hepatotoxicity in the Drug-Induced Liver Injury Network (DILIN). Liver Int. 2015 May;35(5):1623–1632.
Journal cover image

Published In

Liver Int

DOI

EISSN

1478-3231

Publication Date

May 2015

Volume

35

Issue

5

Start / End Page

1623 / 1632

Location

United States

Related Subject Headings

  • Severity of Illness Index
  • Risk Factors
  • Reproducibility of Results
  • Plant Preparations
  • Middle Aged
  • Male
  • Humans
  • Gastroenterology & Hepatology
  • Female
  • Dietary Supplements