Cargando…

Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers

Previous transcriptome studies of the human endometrium have revealed hundreds of simultaneously up- and down-regulated genes that are involved in endometrial receptivity. However, the overlap between the studies is relatively small, and we are still searching for potential diagnostic biomarkers. He...

Descripción completa

Detalles Bibliográficos
Autores principales: Altmäe, Signe, Koel, Mariann, Võsa, Urmo, Adler, Priit, Suhorutšenko, Marina, Laisk-Podar, Triin, Kukushkina, Viktorija, Saare, Merli, Velthut-Meikas, Agne, Krjutškov, Kaarel, Aghajanova, Lusine, Lalitkumar, Parameswaran G., Gemzell-Danielsson, Kristina, Giudice, Linda, Simón, Carlos, Salumets, Andres
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5577343/
https://www.ncbi.nlm.nih.gov/pubmed/28855728
http://dx.doi.org/10.1038/s41598-017-10098-3
_version_ 1783260342283927552
author Altmäe, Signe
Koel, Mariann
Võsa, Urmo
Adler, Priit
Suhorutšenko, Marina
Laisk-Podar, Triin
Kukushkina, Viktorija
Saare, Merli
Velthut-Meikas, Agne
Krjutškov, Kaarel
Aghajanova, Lusine
Lalitkumar, Parameswaran G.
Gemzell-Danielsson, Kristina
Giudice, Linda
Simón, Carlos
Salumets, Andres
author_facet Altmäe, Signe
Koel, Mariann
Võsa, Urmo
Adler, Priit
Suhorutšenko, Marina
Laisk-Podar, Triin
Kukushkina, Viktorija
Saare, Merli
Velthut-Meikas, Agne
Krjutškov, Kaarel
Aghajanova, Lusine
Lalitkumar, Parameswaran G.
Gemzell-Danielsson, Kristina
Giudice, Linda
Simón, Carlos
Salumets, Andres
author_sort Altmäe, Signe
collection PubMed
description Previous transcriptome studies of the human endometrium have revealed hundreds of simultaneously up- and down-regulated genes that are involved in endometrial receptivity. However, the overlap between the studies is relatively small, and we are still searching for potential diagnostic biomarkers. Here we perform a meta-analysis of endometrial-receptivity associated genes on 164 endometrial samples (76 from ‘pre-receptive’ and 88 from mid-secretory, ‘receptive’ phase endometria) using a robust rank aggregation (RRA) method, followed by enrichment analysis, and regulatory microRNA prediction. We identify a meta-signature of endometrial receptivity involving 57 mRNA genes as putative receptivity markers, where 39 of these we confirm experimentally using RNA-sequencing method in two separate datasets. The meta-signature genes highlight the importance of immune responses, the complement cascade pathway and the involvement of exosomes in mid-secretory endometrial functions. Bioinformatic prediction identifies 348 microRNAs that could regulate 30 endometrial-receptivity associated genes, and we confirm experimentally the decreased expression of 19 microRNAs with 11 corresponding up-regulated meta-signature genes in our validation experiments. The 57 identified meta-signature genes and involved pathways, together with their regulatory microRNAs could serve as promising and sought-after biomarkers of endometrial receptivity, fertility and infertility.
format Online
Article
Text
id pubmed-5577343
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-55773432017-09-06 Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers Altmäe, Signe Koel, Mariann Võsa, Urmo Adler, Priit Suhorutšenko, Marina Laisk-Podar, Triin Kukushkina, Viktorija Saare, Merli Velthut-Meikas, Agne Krjutškov, Kaarel Aghajanova, Lusine Lalitkumar, Parameswaran G. Gemzell-Danielsson, Kristina Giudice, Linda Simón, Carlos Salumets, Andres Sci Rep Article Previous transcriptome studies of the human endometrium have revealed hundreds of simultaneously up- and down-regulated genes that are involved in endometrial receptivity. However, the overlap between the studies is relatively small, and we are still searching for potential diagnostic biomarkers. Here we perform a meta-analysis of endometrial-receptivity associated genes on 164 endometrial samples (76 from ‘pre-receptive’ and 88 from mid-secretory, ‘receptive’ phase endometria) using a robust rank aggregation (RRA) method, followed by enrichment analysis, and regulatory microRNA prediction. We identify a meta-signature of endometrial receptivity involving 57 mRNA genes as putative receptivity markers, where 39 of these we confirm experimentally using RNA-sequencing method in two separate datasets. The meta-signature genes highlight the importance of immune responses, the complement cascade pathway and the involvement of exosomes in mid-secretory endometrial functions. Bioinformatic prediction identifies 348 microRNAs that could regulate 30 endometrial-receptivity associated genes, and we confirm experimentally the decreased expression of 19 microRNAs with 11 corresponding up-regulated meta-signature genes in our validation experiments. The 57 identified meta-signature genes and involved pathways, together with their regulatory microRNAs could serve as promising and sought-after biomarkers of endometrial receptivity, fertility and infertility. Nature Publishing Group UK 2017-08-30 /pmc/articles/PMC5577343/ /pubmed/28855728 http://dx.doi.org/10.1038/s41598-017-10098-3 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Altmäe, Signe
Koel, Mariann
Võsa, Urmo
Adler, Priit
Suhorutšenko, Marina
Laisk-Podar, Triin
Kukushkina, Viktorija
Saare, Merli
Velthut-Meikas, Agne
Krjutškov, Kaarel
Aghajanova, Lusine
Lalitkumar, Parameswaran G.
Gemzell-Danielsson, Kristina
Giudice, Linda
Simón, Carlos
Salumets, Andres
Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title_full Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title_fullStr Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title_full_unstemmed Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title_short Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
title_sort meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5577343/
https://www.ncbi.nlm.nih.gov/pubmed/28855728
http://dx.doi.org/10.1038/s41598-017-10098-3
work_keys_str_mv AT altmaesigne metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT koelmariann metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT vosaurmo metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT adlerpriit metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT suhorutsenkomarina metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT laiskpodartriin metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT kukushkinaviktorija metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT saaremerli metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT velthutmeikasagne metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT krjutskovkaarel metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT aghajanovalusine metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT lalitkumarparameswarang metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT gemzelldanielssonkristina metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT giudicelinda metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT simoncarlos metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers
AT salumetsandres metasignatureofhumanendometrialreceptivityametaanalysisandvalidationstudyoftranscriptomicbiomarkers