Cargando…

An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome

Anatomical and functional brain abnormalities begin during fetal life in Down syndrome (DS). We hypothesize that novel prenatal treatments can be identified by targeting signaling pathways that are consistently perturbed in cell types/tissues obtained from human fetuses with DS and mouse embryos. We...

Descripción completa

Detalles Bibliográficos
Autores principales: Guedj, Faycal, Pennings, Jeroen LA, Massingham, Lauren J., Wick, Heather C., Siegel, Ashley E., Tantravahi, Umadevi, Bianchi, Diana W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5009456/
https://www.ncbi.nlm.nih.gov/pubmed/27586445
http://dx.doi.org/10.1038/srep32353
_version_ 1782451520441155584
author Guedj, Faycal
Pennings, Jeroen LA
Massingham, Lauren J.
Wick, Heather C.
Siegel, Ashley E.
Tantravahi, Umadevi
Bianchi, Diana W.
author_facet Guedj, Faycal
Pennings, Jeroen LA
Massingham, Lauren J.
Wick, Heather C.
Siegel, Ashley E.
Tantravahi, Umadevi
Bianchi, Diana W.
author_sort Guedj, Faycal
collection PubMed
description Anatomical and functional brain abnormalities begin during fetal life in Down syndrome (DS). We hypothesize that novel prenatal treatments can be identified by targeting signaling pathways that are consistently perturbed in cell types/tissues obtained from human fetuses with DS and mouse embryos. We analyzed transcriptome data from fetuses with trisomy 21, age and sex-matched euploid controls, and embryonic day 15.5 forebrains from Ts1Cje, Ts65Dn, and Dp16 mice. The new datasets were compared to other publicly available datasets from humans with DS. We used the human Connectivity Map (CMap) database and created a murine adaptation to identify FDA-approved drugs that can rescue affected pathways. USP16 and TTC3 were dysregulated in all affected human cells and two mouse models. DS-associated pathway abnormalities were either the result of gene dosage specific effects or the consequence of a global cell stress response with activation of compensatory mechanisms. CMap analyses identified 56 molecules with high predictive scores to rescue abnormal gene expression in both species. Our novel integrated human/murine systems biology approach identified commonly dysregulated genes and pathways. This can help to prioritize therapeutic molecules on which to further test safety and efficacy. Additional studies in human cells are ongoing prior to pre-clinical prenatal treatment in mice.
format Online
Article
Text
id pubmed-5009456
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-50094562016-09-12 An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome Guedj, Faycal Pennings, Jeroen LA Massingham, Lauren J. Wick, Heather C. Siegel, Ashley E. Tantravahi, Umadevi Bianchi, Diana W. Sci Rep Article Anatomical and functional brain abnormalities begin during fetal life in Down syndrome (DS). We hypothesize that novel prenatal treatments can be identified by targeting signaling pathways that are consistently perturbed in cell types/tissues obtained from human fetuses with DS and mouse embryos. We analyzed transcriptome data from fetuses with trisomy 21, age and sex-matched euploid controls, and embryonic day 15.5 forebrains from Ts1Cje, Ts65Dn, and Dp16 mice. The new datasets were compared to other publicly available datasets from humans with DS. We used the human Connectivity Map (CMap) database and created a murine adaptation to identify FDA-approved drugs that can rescue affected pathways. USP16 and TTC3 were dysregulated in all affected human cells and two mouse models. DS-associated pathway abnormalities were either the result of gene dosage specific effects or the consequence of a global cell stress response with activation of compensatory mechanisms. CMap analyses identified 56 molecules with high predictive scores to rescue abnormal gene expression in both species. Our novel integrated human/murine systems biology approach identified commonly dysregulated genes and pathways. This can help to prioritize therapeutic molecules on which to further test safety and efficacy. Additional studies in human cells are ongoing prior to pre-clinical prenatal treatment in mice. Nature Publishing Group 2016-09-02 /pmc/articles/PMC5009456/ /pubmed/27586445 http://dx.doi.org/10.1038/srep32353 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Guedj, Faycal
Pennings, Jeroen LA
Massingham, Lauren J.
Wick, Heather C.
Siegel, Ashley E.
Tantravahi, Umadevi
Bianchi, Diana W.
An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title_full An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title_fullStr An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title_full_unstemmed An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title_short An Integrated Human/Murine Transcriptome and Pathway Approach To Identify Prenatal Treatments For Down Syndrome
title_sort integrated human/murine transcriptome and pathway approach to identify prenatal treatments for down syndrome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5009456/
https://www.ncbi.nlm.nih.gov/pubmed/27586445
http://dx.doi.org/10.1038/srep32353
work_keys_str_mv AT guedjfaycal anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT penningsjeroenla anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT massinghamlaurenj anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT wickheatherc anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT siegelashleye anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT tantravahiumadevi anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT bianchidianaw anintegratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT guedjfaycal integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT penningsjeroenla integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT massinghamlaurenj integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT wickheatherc integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT siegelashleye integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT tantravahiumadevi integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome
AT bianchidianaw integratedhumanmurinetranscriptomeandpathwayapproachtoidentifyprenataltreatmentsfordownsyndrome