Evidence map›Paper›PMID 41882294›Full record

ArticleEuropean journal of human genetics : EJHG2026

Expanding the genetic burden of low-evidence genes in pulmonary arterial hypertension.

Lucía Miranda-Alcaraz, Mónica Mora-Gómez, Natalia Gallego-Zazo, Alejandro Cruz-Utrilla, María Jesús Del Cerro Marín, Nuria Ochoa Parra, Irene Martín de Miguel, Eva Gutiérrez Ortiz, Juan Andrés Jiménez-Estrada, Alejandro Parra and 11 more

Abstract read
In one paragraph

Article in European journal of human genetics : EJHG, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing 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

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

21 authors.

Lucía Miranda-AlcarazInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.ORCID 0009-0005-6986-6317
Mónica Mora-GómezInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.ORCID 0009-0005-6448-1362
Natalia Gallego-ZazoInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Alejandro Cruz-UtrillaUnidad Multidisciplinar de Hipertensión Pulmonar, Servicio de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain.
María Jesús Del Cerro MarínUnidad de Hipertensión Pulmonar Pediátrica, Servicio de Cardiología Pediátrica, Hospital Universitario Ramón y Cajal, Instituto de Investigación Biomédica del Hospital Universitario Ramón y Cajal (Irycis), Madrid, Spain.
Nuria Ochoa ParraUnidad Multidisciplinar de Hipertensión Pulmonar, Servicio de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain.
Irene Martín de MiguelUnidad Multidisciplinar de Hipertensión Pulmonar, Servicio de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain.
Eva Gutiérrez OrtizUnidad Multidisciplinar de Hipertensión Pulmonar, Servicio de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain.
Juan Andrés Jiménez-EstradaInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Alejandro ParraInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Mario CazallaInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.ORCID 0009-0007-1931-0390
Sergio RamosInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Manuel Rodríguez-CanóInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Cristina SilvánInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Valeria Vásquez-AmellInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.ORCID 0000-0001-5067-3236
Pedro AriasInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Julián NevadoInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Vinicio de Jesús PérezDepartment of Medicine, Stanford University School of Medicine, Stanford, CA, USA.ORCID 0000-0001-5532-8247
Pablo LapunzinaInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain.
Pilar Escribano-SubíasUnidad Multidisciplinar de Hipertensión Pulmonar, Servicio de Cardiología, Hospital Universitario 12 de Octubre, Madrid, Spain.
Jair Tenorio-CastanoInstituto de Genética Médica y Molecular (INGEMM), Instituto de Investigación del Hospital Universitario La Paz (IdiPaz), Hospital Universitario La Paz, Madrid, Spain. jairantonio.tenorio@salud.madrid.org.ORCID 0000-0002-5308-2316

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pulmonary arterial hypertension (PAH) is a severe disease characterized by elevated pulmonary artery pressure, leading to heart failure and premature death if untreated. Genetic factors significantly contribute to PAH, and several genes have been linked to its development. According to the ClinGen PH-GCEP group, 12 genes have definitive evidence of association with PAH, three have moderate evidence, six have limited evidence, and five remain disputed due to insufficient genetic data. The aim of this study was to analyze variants in genes without definitive evidence in a cohort of 1480 individuals (954 PAH patients and 526 relatives) by next-generation sequencing (NGS). Variants were prioritized through a custom pipeline developed in-house and classification was performed according to ACMG guidelines. A total of 32 different variants were identified in 42 individuals (32 patients and 10 relatives, five of whom developed the disease): Two pathogenic or likely pathogenic variants in ABCC8 and 30 variants of unknown significance (VUS) in 10 genes (ABCC8, AQP1, BMPR1A, BMPR1B, BMP10, FBLN2, NOTCH3, SMAD1, SMAD4 and TET2). On the opposite, no candidate variants were detected in GGCX, KLF2, KLK1 or PDGFD genes. These findings provide further genetic evidence supporting the association of ABCC8 and related genes with PAH, while no candidate variants were detected in GGCX, KLF2, KLK1, or PDGFD. Further research is needed to confirm the functional impact of these variants.

Indexed as

Hypertension, PulmonaryAdultFemaleGenetic Predisposition to DiseaseHigh-Throughput Nucleotide SequencingHumansMaleMiddle Aged

Identifiers

PMID41882294
PMCPMC13246856

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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.