Evidence map›Paper›PMID 36937991›Full record

ArticleJHEP reports : innovation in hepatology2023

Genomic analysis of lean individuals with NAFLD identifies monogenic disorders in a prospective cohort study.

Melanie Zheng, Daniel Q Huang, Chigoziri Konkwo, Saaket Agrawal, Amit V Khera, Rohit Loomba, Sílvia Vilarinho, Veeral Ajmera

Open access · goldFull text read
In one paragraph

Article in JHEP reports : innovation in hepatology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.9field-weighted citation impact, top 4% of its field
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

Who cites it

14 citing papers in PubMed, 23 citations in OpenAlex.

  1. Genetic testing in liver diseases: Clinical applications.JHEP reports : innovation in hepatology · 2026
    Review
  2. Disentangling the Effect of BMI on Hepatocellular Carcinoma From Cirrhosis With Multivariable Mendelian Randomization.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
  3. Review
  4. Article
  5. Clinical and Genetic Predictors of Non-Alcoholic Steatotic Liver Disease and Fibrosis in Lean Individuals.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Genetics of liver disease in adults.Hepatology communications · 2024
    Review
  10. Article
  11. Review
  12. Review
  13. Review
  14. Article
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

8 authors at 4 institutions in 2 countries.

Melanie ZhengDepartments of Internal Medicine, Section of Digestive Diseases, and of Pathology, Yale School of Medicine, New Haven, CT, USA.
Daniel Q HuangNAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA.
Chigoziri KonkwoDepartments of Internal Medicine, Section of Digestive Diseases, and of Pathology, Yale School of Medicine, New Haven, CT, USA.
Saaket AgrawalProgram in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Amit V KheraProgram in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Rohit LoombaNAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA.
Sílvia VilarinhoDepartments of Internal Medicine, Section of Digestive Diseases, and of Pathology, Yale School of Medicine, New Haven, CT, USA.
Veeral AjmeraNAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA.
Yale University · USBroad Institute · USUniversity of California San Diego · USNational University of Singapore · SG

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
San Diego Digestive Diseases Research CenterP30DK120515 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI LARS ECKMANN · 2019 to 2026
$10.8M
Liver Pathobiology: insights through the lens of rare diseasesR01DK131033 · NIDDK · YALE UNIVERSITY · PI Silvia Vilarinho · 2022 to 2026
$2.4M
A Novel Multimodal Approach to Characterize NAFLD Severity and PrognosisK23DK119460 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AJMERA, VEERAL HARESH · 2019 to 2023
$1.1M
Deciphering the Genetic Basis of Portal HypertensionK08DK113109 · NIDDK · YALE UNIVERSITY · PI VILARINHO, SILVIA · 2018 to 2022
$851k
NCATS NIH HHS UL1 TR001863NIDDK NIH HHS K08 DK113109NIDDK NIH HHS K23 DK119460NIDDK NIH HHS P30 DK120515NIDDK NIH HHS R01 DK131033
6 · The paper itself

Abstract

Background & Aims: Lean patients with non-alcoholic fatty liver disease (NAFLD) represent 10-20% of the affected population and may have heterogeneous drivers of disease. We have recently proposed the evaluation of patients with lean NAFLD without visceral adiposity for rare monogenic drivers of disease. Here, we aimed to validate this framework in a well-characterised cohort of patients with biopsy-proven NAFLD by performing whole exome sequencing. Methods: This prospective study included 124 patients with biopsy-proven NAFLD and paired liver biopsies who underwent standardised research visits including advanced magnetic resonance imaging (MRI) assessment of liver fat and stiffness. Results: Six patients with lean NAFLD were identified and underwent whole exome sequencing. Two lean patients (33%) were identified to have monogenic disorders. The lean patients with monogenic disorders had similar age, and anthropometric and MRI characteristics to lean patients without a monogenic disorder. Patient 1 harbours a rare homozygous pathogenic mutation in Conclusions: In this cohort of well-characterised patients with lean NAFLD without visceral adiposity, 33% (2/6) had rare monogenic drivers of disease, highlighting the importance of genomic analysis in this NAFLD subtype. Impact and Implications: Although most people with non-alcoholic fatty liver disease (NAFLD) are overweight or obese, a subset are lean and may have unique genetic mutations that cause their fatty liver disease. We show that 33% of study participants with NAFLD who were lean harboured unique mutations that cause their fatty liver, and that these mutations had effects beyond the liver. This study demonstrates the value of genetic assessment of NAFLD in lean individuals to identify distinct subtypes of disease.

Indexed as

ALT, alanine aminotransferaseAPOB, apolipoprotein BFHBL, familial hypobetalipoproteinaemiaLOFHC, high-confidence predicted loss-of-functionMRE, magnetic resonance elastographyMRI, magnetic resonance imagingMRI-PDFF, magnetic resonance imaging proton density fat fractionNAFLDNAFLD, non-alcoholic fatty liver diseaseNon-obeseRare genetic variantsUCSD, University of California San DiegoWES, whole exome sequencingWhole exome sequencing

Identifiers

PMID36937991
PMCPMC10017416
OpenAlexW4318999656

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read26
identifiers read11
Read underepoch 390

Registered trials

None linked

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.