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ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD.

Publication ,  Journal Article
Corey, KE; Pitts, R; Lai, M; Loureiro, J; Masia, R; Osganian, SA; Gustafson, JL; Hutter, MM; Gee, DW; Meireles, OR; Witkowski, ER; Jacob, J ...
Published in: J Hepatol
January 2022

BACKGROUND & AIMS: Identifying fibrosis in non-alcoholic fatty liver disease (NAFLD) is essential to predict liver-related outcomes and guide treatment decisions. A protein-based signature of fibrosis could serve as a valuable, non-invasive diagnostic tool. This study sought to identify circulating proteins associated with fibrosis in NAFLD. METHODS: We used aptamer-based proteomics to measure 4,783 proteins in 2 cohorts (Cohort A and B). Targeted, quantitative assays coupling aptamer-based protein pull down and mass spectrometry (SPMS) validated the profiling results in a bariatric and NAFLD cohort (Cohort C and D, respectively). Generalized linear modeling-logistic regression assessed the ability of candidate proteins to classify fibrosis. RESULTS: From the multiplex profiling, 16 proteins differed significantly by fibrosis in cohorts A (n = 62) and B (n = 98). Quantitative and robust SPMS assays were developed for 8 proteins and validated in Cohorts C (n = 71) and D (n = 84). The A disintegrin and metalloproteinase with thrombospondin motifs like 2 (ADAMTSL2) protein accurately distinguished non-alcoholic fatty liver (NAFL)/non-alcoholic steatohepatitis (NASH) with fibrosis stage 0-1 (F0-1) from at-risk NASH with fibrosis stage 2-4, with AUROCs of 0.83 and 0.86 in Cohorts C and D, respectively, and from NASH with significant fibrosis (F2-3), with AUROCs of 0.80 and 0.83 in Cohorts C and D, respectively. An 8-protein panel distinguished NAFL/NASH F0-1 from at-risk NASH (AUROCs 0.90 and 0.87 in Cohort C and D, respectively) and NASH F2-3 (AUROCs 0.89 and 0.83 in Cohorts C and D, respectively). The 8-protein panel and ADAMTSL2 protein had superior performance to the NAFLD fibrosis score and fibrosis-4 score. CONCLUSION: The ADAMTSL2 protein and an 8-protein soluble biomarker panel are highly associated with at-risk NASH and significant fibrosis; they exhibited superior diagnostic performance compared to standard of care fibrosis scores. LAY SUMMARY: Non-alcoholic fatty liver disease (NAFLD) is one of the most common causes of liver disease worldwide. Diagnosing NAFLD and identifying fibrosis (scarring of the liver) currently requires a liver biopsy. Our study identified novel proteins found in the blood which may identify fibrosis without the need for a liver biopsy.

Duke Scholars

Published In

J Hepatol

DOI

EISSN

1600-0641

Publication Date

January 2022

Volume

76

Issue

1

Start / End Page

25 / 33

Location

Netherlands

Related Subject Headings

  • ROC Curve
  • Prospective Studies
  • Non-alcoholic Fatty Liver Disease
  • Middle Aged
  • Massachusetts
  • Male
  • Logistic Models
  • Liver Cirrhosis
  • Humans
  • Gastroenterology & Hepatology
 

Citation

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Corey, K. E., Pitts, R., Lai, M., Loureiro, J., Masia, R., Osganian, S. A., … Jennings, L. L. (2022). ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD. J Hepatol, 76(1), 25–33. https://doi.org/10.1016/j.jhep.2021.09.026
Corey, Kathleen E., Rebecca Pitts, Michelle Lai, Joseph Loureiro, Ricard Masia, Stephanie A. Osganian, Jenna L. Gustafson, et al. “ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD.J Hepatol 76, no. 1 (January 2022): 25–33. https://doi.org/10.1016/j.jhep.2021.09.026.
Corey KE, Pitts R, Lai M, Loureiro J, Masia R, Osganian SA, et al. ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD. J Hepatol. 2022 Jan;76(1):25–33.
Corey, Kathleen E., et al. “ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD.J Hepatol, vol. 76, no. 1, Jan. 2022, pp. 25–33. Pubmed, doi:10.1016/j.jhep.2021.09.026.
Corey KE, Pitts R, Lai M, Loureiro J, Masia R, Osganian SA, Gustafson JL, Hutter MM, Gee DW, Meireles OR, Witkowski ER, Richards SM, Jacob J, Finkel N, Ngo D, Wang TJ, Gerszten RE, Ukomadu C, Jennings LL. ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD. J Hepatol. 2022 Jan;76(1):25–33.
Journal cover image

Published In

J Hepatol

DOI

EISSN

1600-0641

Publication Date

January 2022

Volume

76

Issue

1

Start / End Page

25 / 33

Location

Netherlands

Related Subject Headings

  • ROC Curve
  • Prospective Studies
  • Non-alcoholic Fatty Liver Disease
  • Middle Aged
  • Massachusetts
  • Male
  • Logistic Models
  • Liver Cirrhosis
  • Humans
  • Gastroenterology & Hepatology