Evidence map›Paper›PMID 40055870›Full record

ArticleJournal of the American Heart Association2025

Comprehensive Multiomic Analysis Reveals Metabolic Reprogramming Underlying Human Fontan-Associated Liver Disease.

Rasheed Sule, Po Hu, Clarissa Shoffler, Christopher Petucci, Benjamin J Wilkins, Jack Rychik, Liming Pei

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Pharmacokinetics in the Fontan circulation: a multi-organ puzzle.European heart journal. Cardiovascular pharmacotherapy · 2026
    Review
  2. Article
  3. Review
  4. Article
  5. Review
  6. Fibrosis 4 Index Predicts Haemocompatibility-Related Adverse Events in Patients Using Left Ventricular Assist Devices.European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery · 2025
    Article
  7. Article
  8. 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

7 authors.

Rasheed SuleCenter for Mitochondrial and Epigenomic Medicine Children's Hospital of Philadelphia Philadelphia PA USA.ORCID 0000-0001-9759-0809
Po HuCenter for Mitochondrial and Epigenomic Medicine Children's Hospital of Philadelphia Philadelphia PA USA.ORCID 0000-0003-2422-1652
Clarissa ShofflerCardiovascular Institute, Perelman School of Medicine University of Pennsylvania Philadelphia PA USA.
Christopher PetucciCardiovascular Institute, Perelman School of Medicine University of Pennsylvania Philadelphia PA USA.ORCID 0000-0001-5003-0951
Benjamin J WilkinsDepartment of Pathology and Laboratory Medicine Children's Hospital of Philadelphia Philadelphia PA USA.ORCID 0000-0002-1797-7323
Jack RychikDepartment of Pediatrics Children's Hospital of Philadelphia Philadelphia PA USA.
Liming PeiCenter for Mitochondrial and Epigenomic Medicine Children's Hospital of Philadelphia Philadelphia PA USA.ORCID 0000-0002-1924-0333

Funding

UNIVERSITY OF PENNSYLVANIA CAN CTR SUPPORT GRANTP30CA016520 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Robert H. Vonderheide · 1985 to 2026
$222.3M
TRANSGENIC AND CHIMERIC MOUSE COREP30DK050306 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI REBECCA G WELLS · 1997 to 2026
$32.5M
longitudinal assessment of stress and stress-related concepts across a behavioral weight loss interventionP20GM144269 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI Andrew Lutkewitte, John P Thyfault · 2022 to 2026
$14.9M
Organ Specific Project - HeartU54HL165442 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI PEI, LIMING · 2022 to 2025
$7.6M
Novel biological insights by utilizing mitochondrial genome information from HuBMAP resourcesU01HL166058 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI PEI, LIMING, WALLACE, DOUGLAS C · 2022 to 2025
$2.1M
Coordinated regulation of mitochondrial and cellular functions by nuclear receptorsR01DK111495 · NIDDK · CHILDREN'S HOSP OF PHILADELPHIA · PI PEI, LIMING · 2017 to 2021
$2.0M
NCI NIH HHS P30 CA016520NHLBI NIH HHS U01 HL166058NHLBI NIH HHS U54 HL165442NIDDK NIH HHS P30 DK050306NIDDK NIH HHS R01 DK111495NIGMS NIH HHS P20 GM144269
6 · The paper itself

Abstract

backgroundThe Fontan operation is the current standard of care for single-ventricle congenital heart disease. Almost all patients with Fontan operation develop liver fibrosis at a young age, known as Fontan-associated liver disease (FALD). The pathogenesis and mechanisms underlying FALD remain little understood, and there are no effective therapies. We aimed to present a comprehensive multiomic analysis of human FALD, revealing the fundamental biology and pathogenesis of FALD. METHODS AND

resultsWe recently generated a single-cell transcriptomic and epigenomic atlas of human FALD using single-nucleus multiomic RNA sequencing and assay for transposase-accessible chromatin using sequencing, which uncovered substantial metabolic reprogramming. Here, we applied liquid chromatography-mass spectrometry-based untargeted metabolomics to unveil the metabolomic landscape of human FALD, using liver samples/biopsies from age- and sex-matched donors and patients with FALD (n=12 per group). Results were integrated with liver single-nucleus multiomic RNA sequencing and assay for transposase-accessible chromatin using sequencing and serum metabolomics data to present a comprehensive multiomic atlas of FALD.We discovered significant metabolic abnormalities in livers of adolescent patients with Fontan circulation, particularly amino acid metabolism, peroxisomal fatty acid oxidation, cytochrome P450 system, glycolysis, tricarboxylic acid cycle, ketone body metabolism, and bile acid metabolism. Integrated analyses with liver single-nucleus multiomic RNA sequencing and assay for transposase-accessible chromatin using sequencing results unveiled potential underlying mechanisms of these metabolic changes. Comparison with serum metabolomics data indicate that liver metabolic reprogramming contributes to circulatory metabolomic changes in FALD. Furthermore, comparison with metabolomics data of human metabolic dysfunction-associated fatty liver disease and metabolic dysfunction-associated steatohepatitis highlighted dysregulated amino acid metabolism as a common metabolic abnormality.

conclusionsOur comprehensive multiomic analyses reveal new insights into the fundamental biology and pathogenesis mechanisms of human FALD.

Indexed as

Fontan ProcedureHeart Defects, CongenitalLiverLiver DiseasesAdolescentChildFemaleHumansMaleMetabolic ReprogrammingMetabolomicsTranscriptomeamino acid metabolismFontan‐associated liver disease (FALD)metabolic reprogrammingmetabolomicsmultiomics

Identifiers

PMID40055870
PMCPMC12132697

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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.