Evidence map›Paper›PMID 41534528›Full record

ArticleAmerican journal of human genetics2026

Genetic regulation of fatty acid content in adipose tissue.

Xinyu Yan, Amy L Roberts, Julia S El-Sayed Moustafa, Sergio Villicaña, Maryam Al-Hilal, Max Tomlinson, Cristina Menni, Thomas A B Sanders, Maxim B Freidin, Jordana T Bell and 1 more

Abstract readTwin Study
In one paragraph

Article in American journal of human genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Reciprocal adipose-heart regulation of NRAC.bioRxiv : the preprint server for biology · 2026
    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

11 authors.

Xinyu YanDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Amy L RobertsDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Julia S El-Sayed MoustafaDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Sergio VillicañaDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Maryam Al-HilalDepartment of Nutritional Sciences, King's College London, SE1 9NH London, UK; Health and Vital Statistics Division, National Center for Health Information, Ministry of Health, Sulaibkhat 13001, Kuwait.
Max TomlinsonDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK; Department of Medical and Molecular Genetics, King's College London, SE1 9RT London, UK.
Cristina MenniDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK; Department of Pathophysiology and Transplantation, Università Degli Studi di Milano, 20122 Milan, Italy; Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Angelo Bianchi Bonomi Hemophilia and Thrombosis Center, 20122 Milan, Italy.
Thomas A B SandersDepartment of Nutritional Sciences, King's College London, SE1 9NH London, UK.
Maxim B FreidinDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Jordana T BellDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK.
Kerrin S SmallDepartment of Twin Research and Genetic Epidemiology, King's College London, SE1 7EH London, UK. Electronic address: kerrin.small@kcl.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fatty acids are important as structural components, energy sources, and signaling mediators. While studies have extensively explored genetic regulation of fatty acids in serum and other bodily fluids, their regulation within adipose tissue, a crucial regulator of cardiovascular and metabolic health, remains unclear. Here, we investigated the genetic regulation of 18 fatty acids in subcutaneous adipose tissue from 569 female twins from TwinsUK. Using twin models, the heritability of fatty acids ranged from 5% to 59%, indicating a substantial genetic regulation of fatty acid levels within adipose tissue, which was also tissue specific in many cases. Genome-wide association studies identified 10 significant loci, in SCD, ADAMTSL1, ZBTB41, SNTB1, EXOC6B, ACSL3, LINC02055, MKRN2/TSEN2, FADS1, and HAPLN across 13 fatty acids or fatty acid product-to-precursor ratios. Using adipose gene expression and methylation, which were concurrently measured in these samples, we detected five fatty acid-associated signals that colocalized with expression quantitative trait locus (eQTL) and methylation quantitative trait locus (meQTL) signals, highlighting fatty acids that are regulated by molecular processes within adipose tissue. We explored links between polygenic scores of common metabolic traits and adipose fatty acid levels and identified associations between polygenic scores of BMI, body-fat distribution, and triglycerides and several fatty acids, indicating these risk scores impact local adipose tissue content. Overall, our results identified local genetic regulation of fatty acids within adipose tissue and highlighted their links with renal and cardio-metabolic health.

Indexed as

Adipose TissueFatty AcidsGene Expression RegulationSubcutaneous FatDNA MethylationFemaleGenome-Wide Association StudyHumansPolymorphism, Single NucleotideQuantitative Trait LociFatty Acidsadipose tissuefatty acidgenome-wide association studypolygenic score

Identifiers

PMID41534528
PMCPMC13087407

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Registered trials

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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.