TY - JOUR
T1 - Plasma-Signature-Model for End-Stage Liver Disease Score to Predict Survival in Severe Alcoholic Hepatitis
AU - Fujiwara, Naoto
AU - Trépo, Eric
AU - Raman, Indu
AU - Li, Quan Zhen
AU - Degré, Delphine
AU - Gustot, Thierry
AU - Moreno, Christophe
AU - Hoshida, Yujin
N1 - Funding Information:
Funding Supported by the Uehara Memorial Foundation (N.F.), National Institutes of Health grants DK099558 and CA233794, European Commission grant ERC-2014-AdG-671231, Cancer Prevention and Research Institute of Texas grant RR180016 (Y.H.), Université libre de Bruxelles Collective Research Initiatives consolidator (E.T.), and the Fonds Gaston Ithier for oncologic research (E.T.). Eric Trépo is a FRS-FNRS research associate.
Publisher Copyright:
© 2022 AGA Institute
PY - 2022/3
Y1 - 2022/3
N2 - Background & Aims: Severe alcoholic hepatitis (AH) is a highly lethal condition and it is still a challenge to predict the outcome. We previously identified and validated a composite score of hepatic 123-gene prognostic signature and the model for end-stage liver disease (MELD) score: gene signature–MELD. However, the need for liver biopsy limits its clinical application. Therefore, we aimed to identify a plasma protein–based surrogate of the gene signature and independently validate its prognostic capability. Methods: All patients were diagnosed with severe AH at Cliniques universitaires de Bruxelles Hôpital Erasme (Brussels, Belgium), and the plasma samples were collected at admission before any treatment. The primary outcome was death or liver transplantation within 90 days. Using our computational pipeline, named translation of tissue expression to secretome (TexSEC), a hepatic-transcriptome–based prognostic signature was converted to a plasma-based secretome signature, which was optimized in 50 patients by comparing their hepatic molecular dysregulation status and combining it with the MELD score. The composite score was validated independently in 57 patients. Results: The TexSEC and optimization process identified a 6-plasma-protein panel as a surrogate for the 123-gene signature. A composite score with the MELD score, the plasma-signature (ps)-MELD score, was created by using the coefficients of the gene signature–MELD equation. In the validation cohort, the high-risk ps-MELD (n = 23; 40%) was associated significantly with death or liver transplantation within 90 days (adjusted hazard ratio, 4.57; 95% CI, 2.15–9.30; P <.001). The ps-MELD score showed a stable, high prognostic association (time-dependent area under receiver operating characteristics curve, >0.80) and was well calibrated over time; it consistently outperformed existing clinical scores as indicated by various model performance indices. Conclusions: The high-risk ps-MELD score was associated with short-term survival in patients with severe AH.
AB - Background & Aims: Severe alcoholic hepatitis (AH) is a highly lethal condition and it is still a challenge to predict the outcome. We previously identified and validated a composite score of hepatic 123-gene prognostic signature and the model for end-stage liver disease (MELD) score: gene signature–MELD. However, the need for liver biopsy limits its clinical application. Therefore, we aimed to identify a plasma protein–based surrogate of the gene signature and independently validate its prognostic capability. Methods: All patients were diagnosed with severe AH at Cliniques universitaires de Bruxelles Hôpital Erasme (Brussels, Belgium), and the plasma samples were collected at admission before any treatment. The primary outcome was death or liver transplantation within 90 days. Using our computational pipeline, named translation of tissue expression to secretome (TexSEC), a hepatic-transcriptome–based prognostic signature was converted to a plasma-based secretome signature, which was optimized in 50 patients by comparing their hepatic molecular dysregulation status and combining it with the MELD score. The composite score was validated independently in 57 patients. Results: The TexSEC and optimization process identified a 6-plasma-protein panel as a surrogate for the 123-gene signature. A composite score with the MELD score, the plasma-signature (ps)-MELD score, was created by using the coefficients of the gene signature–MELD equation. In the validation cohort, the high-risk ps-MELD (n = 23; 40%) was associated significantly with death or liver transplantation within 90 days (adjusted hazard ratio, 4.57; 95% CI, 2.15–9.30; P <.001). The ps-MELD score showed a stable, high prognostic association (time-dependent area under receiver operating characteristics curve, >0.80) and was well calibrated over time; it consistently outperformed existing clinical scores as indicated by various model performance indices. Conclusions: The high-risk ps-MELD score was associated with short-term survival in patients with severe AH.
KW - Biomarker
KW - Death
KW - Liver Transplantation
KW - Severe Alcoholic Hepatitis
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U2 - 10.1016/j.cgh.2021.02.041
DO - 10.1016/j.cgh.2021.02.041
M3 - Article
C2 - 33667676
AN - SCOPUS:85124445003
SN - 1542-3565
VL - 20
SP - 651
EP - 657
JO - Clinical Gastroenterology and Hepatology
JF - Clinical Gastroenterology and Hepatology
IS - 3
ER -