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Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis
The uterine lining (endometrium) exhibits a pro-inflammatory phenotype in women with endometriosis, resulting in pain, infertility, and poor pregnancy outcomes. The full complement of cell types contributing to this phenotype has yet to be identified, as most studies have focused on bulk tissue or s...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8766492/ https://www.ncbi.nlm.nih.gov/pubmed/35069565 http://dx.doi.org/10.3389/fimmu.2021.788315 |
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author | Bunis, Daniel G. Wang, Wanxin Vallvé-Juanico, Júlia Houshdaran, Sahar Sen, Sushmita Ben Soltane, Isam Kosti, Idit Vo, Kim Chi Irwin, Juan C. Giudice, Linda C. Sirota, Marina |
author_facet | Bunis, Daniel G. Wang, Wanxin Vallvé-Juanico, Júlia Houshdaran, Sahar Sen, Sushmita Ben Soltane, Isam Kosti, Idit Vo, Kim Chi Irwin, Juan C. Giudice, Linda C. Sirota, Marina |
author_sort | Bunis, Daniel G. |
collection | PubMed |
description | The uterine lining (endometrium) exhibits a pro-inflammatory phenotype in women with endometriosis, resulting in pain, infertility, and poor pregnancy outcomes. The full complement of cell types contributing to this phenotype has yet to be identified, as most studies have focused on bulk tissue or select cell populations. Herein, through integrating whole-tissue deconvolution and single-cell RNAseq, we comprehensively characterized immune and nonimmune cell types in the endometrium of women with or without disease and their dynamic changes across the menstrual cycle. We designed metrics to evaluate specificity of deconvolution signatures that resulted in single-cell identification of 13 novel signatures for immune cell subtypes in healthy endometrium. Guided by statistical metrics, we identified contributions of endometrial epithelial, endothelial, plasmacytoid dendritic cells, classical dendritic cells, monocytes, macrophages, and granulocytes to the endometrial pro-inflammatory phenotype, underscoring roles for nonimmune as well as immune cells to the dysfunctionality of this tissue. |
format | Online Article Text |
id | pubmed-8766492 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87664922022-01-20 Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis Bunis, Daniel G. Wang, Wanxin Vallvé-Juanico, Júlia Houshdaran, Sahar Sen, Sushmita Ben Soltane, Isam Kosti, Idit Vo, Kim Chi Irwin, Juan C. Giudice, Linda C. Sirota, Marina Front Immunol Immunology The uterine lining (endometrium) exhibits a pro-inflammatory phenotype in women with endometriosis, resulting in pain, infertility, and poor pregnancy outcomes. The full complement of cell types contributing to this phenotype has yet to be identified, as most studies have focused on bulk tissue or select cell populations. Herein, through integrating whole-tissue deconvolution and single-cell RNAseq, we comprehensively characterized immune and nonimmune cell types in the endometrium of women with or without disease and their dynamic changes across the menstrual cycle. We designed metrics to evaluate specificity of deconvolution signatures that resulted in single-cell identification of 13 novel signatures for immune cell subtypes in healthy endometrium. Guided by statistical metrics, we identified contributions of endometrial epithelial, endothelial, plasmacytoid dendritic cells, classical dendritic cells, monocytes, macrophages, and granulocytes to the endometrial pro-inflammatory phenotype, underscoring roles for nonimmune as well as immune cells to the dysfunctionality of this tissue. Frontiers Media S.A. 2022-01-05 /pmc/articles/PMC8766492/ /pubmed/35069565 http://dx.doi.org/10.3389/fimmu.2021.788315 Text en Copyright © 2022 Bunis, Wang, Vallvé-Juanico, Houshdaran, Sen, Ben Soltane, Kosti, Vo, Irwin, Giudice and Sirota https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Bunis, Daniel G. Wang, Wanxin Vallvé-Juanico, Júlia Houshdaran, Sahar Sen, Sushmita Ben Soltane, Isam Kosti, Idit Vo, Kim Chi Irwin, Juan C. Giudice, Linda C. Sirota, Marina Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title | Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title_full | Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title_fullStr | Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title_full_unstemmed | Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title_short | Whole-Tissue Deconvolution and scRNAseq Analysis Identify Altered Endometrial Cellular Compositions and Functionality Associated With Endometriosis |
title_sort | whole-tissue deconvolution and scrnaseq analysis identify altered endometrial cellular compositions and functionality associated with endometriosis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8766492/ https://www.ncbi.nlm.nih.gov/pubmed/35069565 http://dx.doi.org/10.3389/fimmu.2021.788315 |
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