Evidence map›Paper›PMID 42218728›Full record

ArticleAging cell2026

Liver Aging Index: A Noninvasive Score for Liver Biological Aging and Liver-Related Outcomes in Multicohorts.

Zhiyu Wu, Shanshan Wu, Shuyao Song, Yating Huang, Canqing Yu, Dianjianyi Sun, Pei Pei, Ling Yang, Yiping Chen, Huaidong Du and 29 more

Abstract read
In one paragraph

Article in Aging cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

39 authors.

Zhiyu WuDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
Shanshan WuDepartment of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, State Key Laboratory of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing, China.ORCID https://orcid.org/0000-0001-9791-8093
Shuyao SongDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
Yating HuangDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
Canqing YuDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID https://orcid.org/0000-0002-0019-0014
Dianjianyi SunDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID https://orcid.org/0000-0003-3651-6693
Pei PeiDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.ORCID https://orcid.org/0000-0002-5741-6563
Ling YangClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.ORCID https://orcid.org/0000-0001-5750-6588
Yiping ChenClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Huaidong DuClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Robin WaltersClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Iona MillwoodClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Hao XuTongxiang Center for Disease Control and Prevention, Tongxiang, Zhejiang, China.
Xiaoming YangClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Junshi ChenChina National Center for Food Safety Risk Assessment, Beijing, China.ORCID https://orcid.org/0000-0001-5530-1343
Seung Up KimDepartment of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-9658-8050
Salvatore PettaSezione di Gastroenterologia, Di.Bi.M.I.S., University of Palermo, Palermo, Italy.ORCID https://orcid.org/0000-0002-0822-9673
Atsushi NakajimaDepartment of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
Emmanuel TsochatzisRoyal Free Hospital, University College London Institute for Liver and Digestive Health, London, UK.
Jérôme BoursierHepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France.
Elisabetta BugianesiDepartment of Medical Sciences, Division of Gastroenterology and Hepatology, A.O. Città Della Salute e Della Scienza di Torino, University of Turin, Turin, Italy.
Wah-Kheong ChanGastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
Manuel Romero-GomezUCM Digestive Diseases, Virgen del Rocío University Hospital, Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Institute of Biomedicine of Seville (IBiS), University of Seville, Seville, Spain.ORCID https://orcid.org/0000-0001-8494-8947
José Luis CallejaDepartment of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain.
Victor de LédinghenEchosens, Paris, France.
Laurent CastéraUniversité Paris Cité, UMR1149 (CRI), INSERM, Paris, France.
Arun J SanyalDivision of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA.
George Boon-Bee GohDepartment of Gastroenterology and Hepatology, Singapore General Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0001-8221-5299
Philip Noel NewsomeInstitute of Hepatology, Faculty of Life Sciences & Medicine, King's College London and King's College Hospital, London, UK.
Jian-Gao FanDepartment of Gastroenterology and Hepatology, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Michelle LaiDivision of Gastroenterology & Hepatology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.
Xiao-Dong ZhouMAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.ORCID https://orcid.org/0000-0002-8534-0818
Zhengming ChenClinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Jun LvDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
Liming LiDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
Vincent Wai-Sun WongMedical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.ORCID https://orcid.org/0000-0003-2215-9410
Ming-Hua ZhengMAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.ORCID https://orcid.org/0000-0003-4984-2631
Yuanjie PangDepartment of Epidemiology & Biostatistics, School of Public Health, Peking University, Beijing, China.
China Kadoorie Biobank Collaborative Group and VCTE‐Prognosis Study Group

Funding

Beijing Nova Program 20230484349Beijing Nova Program 20250484876British Heart Foundation CH/1996001/9454Cancer Research UK C16077/A29186Cancer Research UK C500/A16896Kadoorie Charitable FoundationMedical Research Council MC_U137686851Medical Research Council MC_UU_00017/1Medical Research Council MC_UU_12026/2Ministry of Science and Technology of the People's Republic of China 2011BAI09B01National Key Research and Development Program of China 2016YFC0900500National Key Research and Development Program of China 2023YFC3606300National Natural Science Foundation of China 81390540National Natural Science Foundation of China 81941018National Natural Science Foundation of China 82192900National Natural Science Foundation of China 82192901National Natural Science Foundation of China 82192904National Natural Science Foundation of China 82304223National Natural Science Foundation of China 82570631National Natural Science Foundation of China 91846303Wellcome TrustWellcome Trust 088158/Z/09/ZWellcome Trust 104085/Z/14/ZWellcome Trust 202922/Z/16/ZWellcome Trust 212946/Z/18/Z
6 · The paper itself

Abstract

Biological aging is a key determinant of liver disease and mortality, but there is little evidence on noninvasive index for assessment of liver biological aging. We developed the Liver Aging Index (LAI) in the China Kadoorie Biobank (CKB, N = 21,629) using Cox-Gompertz proportional hazards model. The LAI incorporated three clinical factors (body mass index, systolic and diastolic blood pressure), eight plasma biomarkers (glucose, total cholesterol, triglycerides, high- and low-density lipoprotein cholesterol, alanine aminotransferase, aspartate aminotransferase, and γ-glutamyl transpeptidase), and two imaging biomarkers (fat attenuation parameter and liver stiffness measurement). External validation was conducted in the National Health and Nutrition Examination Survey (NHANES; N = 3412) and the VCTE-Prognosis cohort (N = 12,170, 16 global centers). Across all cohorts, the LAI demonstrated strong discrimination for all-cause mortality (AUROC: 0.764 in NHANES; 0.759 in VCTE-Prognosis), outperforming chronological age (p < 0.05). Liver aging acceleration (LAA), defined as the difference between LAI and chronological age, was associated with substantially elevated risks: each 1-SD increase in LAA conferred a 22%-85% higher risk of all-cause mortality and a 34%-170% higher risk of liver-related event or mortality. Using genetic instruments identified in CKB, we found genetic predisposition to accelerated liver aging was associated with higher risks of cirrhosis and liver cancer (HR = 3.94 [3.20-4.86] and 7.82 [2.05-29.80]), further validated in Biobank Japan. Integrating genetics and proteomics revealed novel pathophysiological involvement of amyloid-beta clearance pathway and amyloid precursor protein in liver aging. These findings demonstrate the feasibility of a noninvasive, liver-specific biological aging index and provide new insights into mechanisms underlying liver aging.

Indexed as

AgingLiverAgedBiomarkersCohort StudiesFemaleHumansMaleMiddle AgedBiomarkersbiological ageliver agingliver‐related outcome

Identifiers

PMID42218728
PMCPMC13239111

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.