Search bioRxiv⌕ Search

bioRxiv · 10.1101/317164

Genetic determinants of risk and survival in pulmonary arterial hypertension

Abstract

BackgroundPulmonary arterial hypertension (PAH) is a rare disorder leading to premature death. Rare genetic variants contribute to disease etiology but the contribution of common genetic variation to disease risk and outcome remains poorly characterized.\n\nMethodsWe performed two separate genome-wide association studies of PAH using data across 11,744 European-ancestry individuals (including 2,085 patients), one with genotypes from 5,895 whole genome sequences and another with genotyping array data from 5,849 further samples. Cross-validation of loci reaching genome-wide significance was sought by meta-analysis. We functionally annotated associated variants and tested associations with duration of survival.\n\nFindingsA locus at HLA-DPA1/DPB1 within the class II major histocompatibility (MHC) region and a second near SOX17 were significantly associated with PAH. The SOX17 locus contained two independent signals associated with PAH. Functional and epigenomic data indicate that the risk variants near SOX17 alter gene regulation via an enhancer active in endothelial cells. PAH risk variants determined haplotype-specific enhancer activity and CRISPR-inhibition of the enhancer reduced SOX17 expression. Analysis of median survival showed that PAH patients with two copies of the HLA-DPA1/DPB1 risk variant had a two-fold difference (>16 years versus 8 years), compared to patients homozygous for the alternative allele.\n\nInterpretationWe have found that common genetic variation at loci in HLA-DPA1/DPB1 and an enhancer near SOX17 are associated with PAH. Impairment of Sox17 function may be more common in PAH than suggested by rare mutations in SOX17. Allelic variation at HLA-DPB1 stratifies PAH patients for survival following diagnosis, with implications for future therapeutic trial design.\n\nFundingUK NIHR, BHF, UK MRC, Dinosaur Trust, NIH/NHLBI, ERS, EMBO, Wellcome Trust, EU, AHA, ACClinPharm, Netherlands CVRI, Dutch Heart Foundation, Dutch Federation of UMC, Netherlands OHRD and RNAS, German DFG, German BMBF, APH Paris, Inserm, Universite Paris-Sud, and French ANR.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Rhodes, C., Batai, K., Bleda, M., Haimel, M., Southgate, L., Germain, M., Pauciulo, M., Hadinnapola, C., Girerd, B., Arora, A., Knight, J., Hanscombe, K., Karnes, J., Kaakinen, M., Gall, H., Ulrich, A., Harbaum, L., Aman, J., Cebola, I., Ferrer, J., NIHR BioResource Rare Diseases Consortium,, UK PAH Cohort Study Consortium,, US PAH Biobank Consortium,, Ahmad, F., Amouyel, P., Archer, S., Argula, R., Austin, E., Badesch, D., Bakshi, S., Barnett, C., Benza, R., Bhatt, N., Bogaard, H., Burger, C., Chakinala, M., Church, C., Coghlan, J., Condliffe, R., Corris, P., Danesino, C., Debette, S.. 2018-05-16. Genetic determinants of risk and survival in pulmonary arterial hypertension. https://doi.org/10.1101/317164

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

Genetic diversity of endangered Acropora spp. corals in Bonaire: implications for restoration and gene banking

Species restoration is a valuable tool to combat biodiversity loss. However, maintaining genetic diversity in species restoration is challenging, particularly for species that can reproduce asexually, such as plants and corals, because a seemingly diverse collection of individuals could be composed of many clones of a few genotypes. Caribbean elkhorn and staghorn corals (Acropora palmata, A. cervicornis) are critically endangered reef-building corals that are a major target for restoration. To better understand the genetic diversity of an Acropora spp. restoration program and interpret local population genetic structure, we conducted microsatellite genotyping on the gene banks of 35 A. palmata lineages and 25 A. cervicornis lineages maintained by Reef Renewal Foundation Bonaire (RRFB) in the Caribbean Netherlands. We found that RRFB had high genotypic richness for A. palmata (0.971) and A. cervicornis (1.0) and estimated that they captured 88.9% and 74.7% of Bonaires microsatellite asymptotic allelic diversity, respectively. Compared to populations of Acropora spp. studied in other locations across the Caribbean, A. palmata in Bonaire had relatively low expected heterozygosity, while A. cervicornis was greater than approximately half of other populations. Across Bonaire and for both coral species, we did not find evidence for genetic structuring among spatially separated subpopulations, indicating that both species are likely well-connected around the island. Together, these results demonstrate the effectiveness of RRFBs strategies to capture high genetic diversity and can be used to inform future initiatives on coral sexual breeding and assisted gene flow beyond Bonaire.

genetics↗

Unravelling genomic and environmental contributions to nitrogen-use efficiency in tropical maize through Bayesian causal forests

Nitrogen fertilisation is one of the largest variable input costs in maize production, and genotypes differ in how efficiently they convert added nitrogen into yield. Breeding for nitrogen-use efficiency therefore depends on knowing not only the average response of the crop to nitrogen but how that response varies across genotypes and environments. We frame this as a problem of causal inference and estimate the effect of an ideal versus low nitrogen regime on three maize traits jointly (grain yield, plant height and ear height) using a multivariate Bayesian causal forest. To our knowledge, this is among the first studies to quantify the effect of nitrogen in a genotyped breeding panel as a formally identified causal quantity, estimated from a designed contrast within the potential-outcomes framework, rather than as the genotype-environment association that genomic selection and association mapping report. The trial suits a causal reading: 614 single-cross hybrids were grown under both nitrogen levels in adjacent plots sharing weather and soil, so nitrogen was assigned by design rather than confounded with genotype or environment, and the estimated propensity score was close to 0.5. The leading principal components of the additive genomic relationship matrix were placed in the moderator set, so that both the baseline outcome and the treatment effect could vary with genomic background. Ideal nitrogen raised all three traits (grain yield +0.59, 95% credible interval 0.51 to 0.67; plant height +0.095; ear height +0.044, in adjusted-phenotype units). The heterogeneity of the effect was almost entirely environmental, with a small genotypic component and negligible genotype-by-environment interaction; the posterior credible interval of the effect was wider than the spread among genotypes, so differences in responsiveness among hybrids were only weakly resolved. Reading the two tree ensembles separately indicated that genomic background governs the yield level while climate governs the response to nitrogen, the leading genomic contribution being a single axis. A reaction-norm variance decomposition and cross-validated prediction corroborated this reading. A multivariate causal forest with genomic moderators, read through its two ensembles and reported with posterior uncertainty, is a suitable and transparent tool for studying nitrogen response in breeding material.

genetics↗

X-Chromosomal STR-based analysis of genetic diversity, structure, and phylogeny in the Sri Lankan Vedda population

The Vedda people are regarded as the direct descendants of Sri Lanka's Mesolithic hunter-gatherers and represent one of South Asia's oldest surviving indigenous populations. X-chromosomal short tandem repeat (X-STR) analysis provides a powerful framework to examine their genetic distinctiveness, as the X chromosome exhibits sex-biased biparental inheritance and greater sensitivity to demographic and evolutionary forces compared to autosomal markers. However, no X-STR-based genetic investigations have yet been conducted on this population. In the present study, we successfully genotyped 50 unrelated Veddas individuals using a recently developed 16 X-STR multiplex PCR system optimized for Sri Lankan populations. Our analyses revealed a statistically significant genetic differentiation (2.43%) between the Veddas and the principal local ethnic groups; Sinhalese, Sri Lankan Tamils, Indian Tamils, and Moors exceeding previous estimates based on autosomal STR markers. Comparative analysis with 32 global populations positioned the Veddas as a genetically distinct and isolated group, separated from clusters representing South Asians, Europeans, Middle Easterners, and other indigenous populations such as Australian Aboriginals, Bhil Indians, and Kedayans, emphasizing their unique genetic heritage. Reduced allelic (115) and haplotype (62) counts, alongside significant linkage disequilibrium detected among eight pairs of X-STR loci, reflect the influence of genetic drift within this small, endogamous, and historically isolated population. These findings highlight the evolutionary and demographic distinctiveness of the Veddas and provide essential baseline data for future population genomic studies. Furthermore, the demonstrated high discriminatory power of the 16 X-STR loci supports their continued application in population genetics and anthropological research within this unique community.

genetics↗