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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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