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Updated: Feb 4, 2026

Assessment of Plasma Coagulation on Liver Tissue in a Large Animal Model In Vivo
Published on: August 4, 2018
Plasma IGFBP7 improves risk reclassification for liver-related outcomes: Insights from proteo-transcriptomic
Zhuoshuai Liang1, Huizhen Jin1, Wenhui Gao1
1Department of Epidemiology and Biostatistics, School of Public Health of Jilin University, Changchun, China.
Background & Aims:
Advanced liver fibrosis is a pivotal predictor of liver-related outcomes (LROs), yet existing non-invasive tests offer limited prognostic accuracy. We aimed to identify novel plasma protein biomarkers that enhance long-term risk stratification for LROs.
Methods:
Proteomic analyses were first conducted in 191 patients with metabolic dysfunction-associated steatotic liver disease (MASLD), including 79 with advanced fibrosis and 112 with mild fibrosis, to identify differential plasma proteins. These proteomic findings were then integrated with liver transcriptional profiling from 206 patients with MASLD, comprising 68 with advanced fibrosis and 138 with mild fibrosis, to determine candidate biomarkers. The prognostic utility of these biomarkers was validated in 42,979 participants from the UK Biobank with a median follow-up of 13 years. Discriminatory performance and cumulative incidence were assessed using competing-risk methodologies.
Results:
Proteo-transcriptomic integration identified 123 concordant candidates, among which four plasma proteins (ADAMTSL2, IGFBP7, MFAP4, and CLSTN2) demonstrated robust diagnostic performance for advanced fibrosis (AUCs 0.821-0.889). In the UK Biobank cohort, IGFBP7 emerged as the strongest predictor of LROs, outperforming Fibrosis-4, AST to Platelet Ratio Index, and Chronic Liver Diseaselab score (CLivDlab), with time-dependent AUCs of 0.815, 0.773, and 0.761 for cirrhosis prediction at 5, 10, and 15 years, respectively. Elevated IGFBP7 levels were detectable up to 15 years prior to diagnosis and, when combined with CLivDlab, identified a high-risk subgroup with a 20% 15-year incidence of cirrhosis. Subgroup analyses showed consistent prognostic value across MASLD, metabolic dysfunction-associated alcohol-related liver disease, and alcohol-related liver disease, with particularly strong performance in MASLD (15-year AUCs >0.85).
Conclusions:
Plasma IGFBP7 is a robust and independent predictor of liver-related outcomes and significantly enhances risk stratification beyond conventional clinical tools.
Impact And Implications:
This study demonstrates that IGFBP7 is both a biomarker of advanced liver fibrosis and a strong long-term predictor of liver-related outcomes. The integration of IGFBP7 with conventional non-invasive tests enhances the refinement of risk prediction. Among individuals with low CLivD scores, those with high IGFBP7 levels had a substantially increased incidence of liver-related outcomes (2.5%), while low IGFBP7 levels were associated with favorable outcomes even in high CLivD groups (0.8%). This enables more precise identification of patients who may benefit from early referral vs. those suitable for reduced monitoring, potentially optimizing care pathways in resource-limited settings. Moreover, IGFBP7 demonstrated consistent applicability across all categories of steatotic liver disease defined by the current Delphi consensus framework, underscoring its broad clinical utility.
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