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Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas
In this study, we attempted to find genetic variants affecting gene expression (eQTL = expression Quantitative Trait Loci) in the human placenta in normal and pathological situations. The analysis of gene expression in placental diseases (Pre-eclampsia and Intra-Uterine Growth Restriction) is hinder...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954093/ https://www.ncbi.nlm.nih.gov/pubmed/36831244 http://dx.doi.org/10.3390/cells12040578 |
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author | Apicella, Clara Ruano, Camino S. M. Thilaganathan, Basky Khalil, Asma Giorgione, Veronica Gascoin, Géraldine Marcellin, Louis Gaspar, Cassandra Jacques, Sébastien Murdoch, Colin E. Miralles, Francisco Méhats, Céline Vaiman, Daniel |
author_facet | Apicella, Clara Ruano, Camino S. M. Thilaganathan, Basky Khalil, Asma Giorgione, Veronica Gascoin, Géraldine Marcellin, Louis Gaspar, Cassandra Jacques, Sébastien Murdoch, Colin E. Miralles, Francisco Méhats, Céline Vaiman, Daniel |
author_sort | Apicella, Clara |
collection | PubMed |
description | In this study, we attempted to find genetic variants affecting gene expression (eQTL = expression Quantitative Trait Loci) in the human placenta in normal and pathological situations. The analysis of gene expression in placental diseases (Pre-eclampsia and Intra-Uterine Growth Restriction) is hindered by the fact that diseased placental tissue samples are generally taken at earlier gestations compared to control samples. The difference in gestational age is considered a major confounding factor in the transcriptome regulation of the placenta. To alleviate this significant problem, we propose here a novel approach to pinpoint disease-specific cis-eQTLs. By statistical correction for gestational age at sampling as well as other confounding/surrogate variables systematically searched and identified, we found 43 e-genes for which proximal SNPs influence expression level. Then, we performed the analysis again, removing the disease status from the covariates, and we identified 54 e-genes, 16 of which are identified de novo and, thus, possibly related to placental disease. We found a highly significant overlap with previous studies for the list of 43 e-genes, validating our methodology and findings. Among the 16 disease-specific e-genes, several are intrinsic to trophoblast biology and, therefore, constitute novel targets of interest to better characterize placental pathology and its varied clinical consequences. The approach that we used may also be applied to the study of other human diseases where confounding factors have hampered a better understanding of the pathology. |
format | Online Article Text |
id | pubmed-9954093 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99540932023-02-25 Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas Apicella, Clara Ruano, Camino S. M. Thilaganathan, Basky Khalil, Asma Giorgione, Veronica Gascoin, Géraldine Marcellin, Louis Gaspar, Cassandra Jacques, Sébastien Murdoch, Colin E. Miralles, Francisco Méhats, Céline Vaiman, Daniel Cells Article In this study, we attempted to find genetic variants affecting gene expression (eQTL = expression Quantitative Trait Loci) in the human placenta in normal and pathological situations. The analysis of gene expression in placental diseases (Pre-eclampsia and Intra-Uterine Growth Restriction) is hindered by the fact that diseased placental tissue samples are generally taken at earlier gestations compared to control samples. The difference in gestational age is considered a major confounding factor in the transcriptome regulation of the placenta. To alleviate this significant problem, we propose here a novel approach to pinpoint disease-specific cis-eQTLs. By statistical correction for gestational age at sampling as well as other confounding/surrogate variables systematically searched and identified, we found 43 e-genes for which proximal SNPs influence expression level. Then, we performed the analysis again, removing the disease status from the covariates, and we identified 54 e-genes, 16 of which are identified de novo and, thus, possibly related to placental disease. We found a highly significant overlap with previous studies for the list of 43 e-genes, validating our methodology and findings. Among the 16 disease-specific e-genes, several are intrinsic to trophoblast biology and, therefore, constitute novel targets of interest to better characterize placental pathology and its varied clinical consequences. The approach that we used may also be applied to the study of other human diseases where confounding factors have hampered a better understanding of the pathology. MDPI 2023-02-10 /pmc/articles/PMC9954093/ /pubmed/36831244 http://dx.doi.org/10.3390/cells12040578 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Apicella, Clara Ruano, Camino S. M. Thilaganathan, Basky Khalil, Asma Giorgione, Veronica Gascoin, Géraldine Marcellin, Louis Gaspar, Cassandra Jacques, Sébastien Murdoch, Colin E. Miralles, Francisco Méhats, Céline Vaiman, Daniel Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title | Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title_full | Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title_fullStr | Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title_full_unstemmed | Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title_short | Pan-Genomic Regulation of Gene Expression in Normal and Pathological Human Placentas |
title_sort | pan-genomic regulation of gene expression in normal and pathological human placentas |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954093/ https://www.ncbi.nlm.nih.gov/pubmed/36831244 http://dx.doi.org/10.3390/cells12040578 |
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