Evidence map›Paper›PMID 39271816›Full record

ArticleNature cardiovascular research2024

Integrative gene regulatory network analysis discloses key driver genes of fibromuscular dysplasia.

Valentina d'Escamard, Daniella Kadian-Dodov, Lijiang Ma, Sizhao Lu, Annette King, Yang Xu, Shouneng Peng, Bhargravi V Gangula, Yu Zhou, Allison Thomas and 23 more

Abstract read
In one paragraph

Article in Nature cardiovascular research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Cerebrovascular fibromuscular dysplasia.Therapeutic advances in neurological disorders · 2026
    Review
  5. Article
  6. Article
  7. Endothelial cells as paracrine mediators of long COVID.Nature cardiovascular research · 2024
    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

33 authors.

Valentina d'EscamardCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Daniella Kadian-DodovZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Lijiang MaCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Sizhao LuDepartment of Medicine, Division of Renal Diseases and Hypertension, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0000-0002-9892-8784
Annette KingZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Yang XuCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-4669-0003
Shouneng PengDepartment of Genetics & Genomic Sciences, Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-8812-6438
Bhargravi V GangulaCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Yu ZhouZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Allison ThomasCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Katherine C MichelisCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Emir BanderZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Rihab BoucharebCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Adrien GeorgesINSERM, UMR970 Paris Cardiovascular Research Center (PARCC), Paris, France.ORCID http://orcid.org/0000-0003-4208-2393
Aya Nomura-KitabayashiCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-7733-5122
Robert J WienerCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0001-5238-1659
Kevin D CostaCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Elena ChepurkoCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Vadim ChepurkoCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Marika FavaKing's British Heart Foundation Centre, King's College London, London, UK.
Temo BarwariKing's British Heart Foundation Centre, King's College London, London, UK.ORCID http://orcid.org/0000-0003-2279-8677
Anelechi AnyanwuDepartment of Cardiovascular Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Farzan FilsoufiDepartment of Cardiovascular Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Sander FlormanRecanati-Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Nabila Bouatia-NajiINSERM, UMR970 Paris Cardiovascular Research Center (PARCC), Paris, France.ORCID http://orcid.org/0000-0001-5424-2134
Lukas E SchmidtDepartment of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Vienna, Austria.ORCID http://orcid.org/0000-0001-7565-1455
Manuel MayrCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Michael G KatzCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Ke HaoDepartment of Genetics & Genomic Sciences, Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0002-1815-9197
Mary C M Weiser-EvansDepartment of Medicine, Division of Renal Diseases and Hypertension, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0000-0002-6239-2412
Johan L M BjörkegrenZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-1945-7425
Jeffrey W OlinZena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID http://orcid.org/0000-0003-3374-616X
Jason C KovacicCardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA. jason.kovacic@mountsinai.org.ORCID http://orcid.org/0000-0003-4555-769X

Funding

Multimodal genetic regulatory architecture of coronary artery diseaseR01HL148239 · NHLBI · UNIVERSITY OF VIRGINIA · PI Clint L Miller · 2019 to 2026
$4.2M
New York Consortium for Interdisciplinary Training in Kidney, Urological and Hematological Research (NYC Train KUHR)TL1DK136048 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI JONATHAN M. BARASCH, Wadie F Bahou · 2022 to 2026
$3.8M
Integrative genomic and functional genomic studies to connect variant to function for CAD GWAS lociR01HL168174 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Wei Li, EDOARDO MARCORA · 2023 to 2026
$3.1M
Understanding the Molecular Mechanisms of Fibromuscular DysplasiaR01HL148167 · NHLBI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KADIAN-DODOV, DANIELLA, KOVACIC, JASON CIRIL · 2020 to 2023
$2.8M
Systems Genetics of Vascular Smooth Muscle PhenotypesR01HL166428 · NHLBI · UNIVERSITY OF VIRGINIA · PI Mete Civelek · 2023 to 2026
$2.4M
Functional genomics investigation of pleiotropic vascular disease lociR01HL164577 · NHLBI · UNIVERSITY OF VIRGINIA · PI MILLER, CLINT L · 2022 to 2025
$2.3M
NHLBI NIH HHS R01 HL148167NHLBI NIH HHS R01 HL148239NHLBI NIH HHS R01 HL164577NHLBI NIH HHS R01 HL166428NHLBI NIH HHS R01 HL168174NIDDK NIH HHS TL1 DK136048
6 · The paper itself

Abstract

Fibromuscular dysplasia (FMD) is a poorly understood disease affecting 3-5% of adult females. The pathobiology of FMD involves arterial lesions of stenosis, dissection, tortuosity, dilation and aneurysm, which can lead to hypertension, stroke, myocardial infarction and even death. Currently, there are no animal models for FMD and few insights as to its pathobiology. In this study, by integrating DNA genotype and RNA sequence data from primary fibroblasts of 83 patients with FMD and 71 matched healthy controls, we inferred 18 gene regulatory co-expression networks, four of which were found to act together as an FMD-associated supernetwork in the arterial wall. After in vivo perturbation of this co-expression supernetwork by selective knockout of a top network key driver, mice developed arterial dilation, a hallmark of FMD. Molecular studies indicated that this supernetwork governs multiple aspects of vascular cell physiology and functionality, including collagen/matrix production. These studies illuminate the complex causal mechanisms of FMD and suggest a potential therapeutic avenue for this challenging disease.

Indexed as

FibroblastsFibromuscular DysplasiaGene Regulatory NetworksMice, KnockoutAdultAnimalsCase-Control StudiesCells, CulturedDisease Models, AnimalFemaleGene Expression RegulationGenetic Predisposition to DiseaseHumansMaleMiceMice, Inbred C57BL

Identifiers

PMID39271816
PMCPMC12413977

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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.