The DOI matches its Crossref record; 21 of the 21 references it cites were found in a registry or an index.
Investigation of the Role of Chemical Analysis in Causality Assessment of Herbal and Dietary Supplement-Induced Liver Injury
Abstract
BACKGROUND: The attribution of drug-induced liver injury (DILI) to specific herbal and dietary supplements (HDS) is confounded by inaccurate labels and undisclosed ingredients. The US Drug-Induced Liver Injury Network (DILIN) determines the attribution of injury to an agent through its structured expert opinion causality assessment process, but without the use of chemical analysis data of HDS. We aimed to determine the impact of chemical analysis of HDS products on prior causality assessment scores. METHODS: Obtained samples of HDS consumed by DILIN-enrolled patients were analyzed by high-performance liquid chromatography-mass spectrometry (HPLC-MS). Chemical analysis data were compared to label accuracy and detect whether the product contained botanical and non-botanical compounds. A comparison of the causality scores reassessed with chemical analysis was compared with the original scores. RESULTS: A total of 54 previously adjudicated cases with chemical analysis available were reassessed for causality with chemical analysis data; reviewers were blinded to original causality scores. Using the chemical analysis data, 37% (n = 20) of the 54 cases were scored with a higher likelihood of DILI compared with the original causality scores; 14 of the 20 (70%) moved from probable to highly likely; 52% had no change in causality score; and 11% of cases were scored as a lower likelihood of DILI. CONCLUSIONS: Our study demonstrates that there is value in using HDS chemical analysis data in the causality assessment process for DILI. In more than a third of cases, chemical analysis of products led to an increased confidence in DILI attribution to HDS. These findings suggest that chemical analysis is an important tool in causality assessment for HDS agents, specifically in challenging situations, and further studies are needed to confirm its applicability in clinical practice.
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“In Latin America, Camellia sinensis, Garcinia cambogia, and Herbalife products accounted for almost half of the HDS cases, while in DILIN, green tea extract, anabolic steroids, and turmeric-containing products were the leading causes.11,19”
From The contemporary epidemiology, causes, and management of drug-induced liver injury (2026) · cites this paper as [19]
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A method for estimating the probability of adverse drug reactions
Naranjo, C. A., Busto, U., Sellers, E. M., Sandor, P., Ruiz, I., Roberts, E. A., Janecek, E., Domecq, C., & Greenblatt, D. J. (1981) · Clinical Pharmacology and Therapeutics · doi:10.1038/clpt.1981.154 · Cited by 11,914
Criteria of drug-induced liver disorders
(1990) · Journal of Hepatology · doi:10.1016/0168-8278(90)90124-a · Cited by 1,106
Features and outcomes of 899 patients with drug-induced liver injury: the DILIN Prospective Study
Chalasani, N., Bonkovsky, H. L., Fontana, R., Lee, W., Stolz, A., Talwalkar, J., Reddy, K. R., Watkins, P. B., Navarro, V., Barnhart, H., et al. (2015) · Gastroenterology · doi:10.1053/j.gastro.2015.03.006 · Cited by 925
Self-citationChalasani, N., Fontana, R. J., Bonkovsky, H. L., Watkins, P. B., Davern, T., Serrano, J., Yang, H., & Rochon, J. (2008) · Gastroenterology · doi:10.1053/j.gastro.2008.09.011 · Cited by 755
Self-citationBenichou, C., Danan, G., & Flahault, A. (1993) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(93)90102-7 · Cited by 491
Drug-Induced Liver Injury Network (DILIN) Prospective Study: Rationale, Design and Conduct
Fontana, R. J., Watkins, P. B., Bonkovsky, H. L., Chalasani, N., Davern, T., Serrano, J., & Rochon, J. (2009) · Drug Safety · doi:10.2165/00002018-200932010-00005 · Cited by 486
Self-citationLiver injury from herbal and dietary supplements
Navarro, V. J., Khan, I., Björnsson, E., Seeff, L. B., Serrano, J., & Hoofnagle, J. H. (2017) · Hepatology · doi:10.1002/hep.28813 · Cited by 462
Self-citationLiver injury from herbals and dietary supplements in the U.S. Drug-Induced Liver Injury Network
Navarro, V. J., Barnhart, H., Bonkovsky, H. L., Davern, T., Fontana, R. J., Grant, L., Reddy, R. K., Seeff, L. B., Serrano, J., Sherker, A. H., et al. (2014) · Hepatology · doi:10.1002/hep.27317 · Cited by 418
Self-citationDevelopment and validation of a clinical scale for the diagnosis of drug-induced hepatitis
Maria, V. A., & Victorino, R. M. (1997) · Hepatology · doi:10.1002/hep.510260319 · Cited by 351
Rockey, D. C., Seeff, L. B., Rochon, J., Freston, J., Chalasani, N., Bonacini, M., Fontana, R. J., & Hayashi, P. H. (2010) · Hepatology · doi:10.1002/hep.23577 · Cited by 313
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The contemporary epidemiology, causes, and management of drug-induced liver injury
Swanson, L., & Fontana, R. J. (2026) · Hepatology Communications · doi:10.1097/hc9.0000000000001011
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Metadata
- Authors
- Halegoua-DeMarzio, D., Navarro, V. J., Davis, A., Ahmad, J., Avula, B., Barnhart, H., Barritt, A. S., Bonkovsky, H. L., Chen, V. L., Choi, G., Fontana, R. J., Ghabril, M. S., Khan, I., Koh, C., Odin, J., Rockey, D. C., Rostami, H., Serrano, J., Sherker, A. H., Stolz, A., Tillmann, H. L., Vuppalanchi, R., & for the Drug-Induced Liver Injury Network
- Venue
- Drug Safety
- Published
- 2024-10-01
- Volume
- 48
- Issue
- 2
- Pages
- 143-150
- ISSN
- 0114-5916
- 1179-1942
- PMC
- PMC11785658
- Cited by
- 5
- References
- 21
- Language
- en
- Licence
- creativecommons.org/licenses/by-nc/4.0 (tdm)
- creativecommons.org/licenses/by-nc/4.0 (vor)
- Funders
- NIDDK/NIH (U01DK065211 (Indiana University), U01DK065184 (University of Michigan), U01DK065201 (University of North Carolina-Chapel Hill), U01DK083020 (University of Southern California), U01DK083027 (Thomas Jefferson University/Albert Einstein Medical Center), U01DK100928 (Icahn School of Medicine at Mount Sinai), U24DK065176 (Duke University).)
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- CoChat. (2026). Citation check: Investigation of the Role of Chemical Analysis in Causality Assessment of Herbal and Dietary Supplement-Induced Liver Injury. https://app.cochat.ai/papers/10.1007/s40264-024-01484-8
- The paper
- Halegoua-DeMarzio, D., Navarro, V. J., Davis, A., Ahmad, J., Avula, B., Barnhart, H., Barritt, A. S., Bonkovsky, H. L., Chen, V. L., Choi, G., Fontana, R. J., Ghabril, M. S., Khan, I., Koh, C., Odin, J., Rockey, D. C., Rostami, H., Serrano, J., Sherker, A. H., . . . for the Drug-Induced Liver Injury Network. (2025). Investigation of the Role of Chemical Analysis in Causality Assessment of Herbal and Dietary Supplement-Induced Liver Injury. Drug Safety. https://doi.org/10.1007/s40264-024-01484-8
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.

