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A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure

Microgravity is a prominent health hazard for astronauts, yet we understand little about its effect at the molecular systems level. In this study, we have integrated a set of systems-biology tools and databases and have analysed more than 8000 molecular pathways on published global gene expression d...

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Autores principales: Mukhopadhyay, Sayak, Saha, Rohini, Palanisamy, Anbarasi, Ghosh, Madhurima, Biswas, Anupriya, Roy, Saheli, Pal, Arijit, Sarkar, Kathakali, Bagh, Sangram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868995/
https://www.ncbi.nlm.nih.gov/pubmed/27185415
http://dx.doi.org/10.1038/srep25975
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author Mukhopadhyay, Sayak
Saha, Rohini
Palanisamy, Anbarasi
Ghosh, Madhurima
Biswas, Anupriya
Roy, Saheli
Pal, Arijit
Sarkar, Kathakali
Bagh, Sangram
author_facet Mukhopadhyay, Sayak
Saha, Rohini
Palanisamy, Anbarasi
Ghosh, Madhurima
Biswas, Anupriya
Roy, Saheli
Pal, Arijit
Sarkar, Kathakali
Bagh, Sangram
author_sort Mukhopadhyay, Sayak
collection PubMed
description Microgravity is a prominent health hazard for astronauts, yet we understand little about its effect at the molecular systems level. In this study, we have integrated a set of systems-biology tools and databases and have analysed more than 8000 molecular pathways on published global gene expression datasets of human cells in microgravity. Hundreds of new pathways have been identified with statistical confidence for each dataset and despite the difference in cell types and experiments, around 100 of the new pathways are appeared common across the datasets. They are related to reduced inflammation, autoimmunity, diabetes and asthma. We have identified downregulation of NfκB pathway via Notch1 signalling as new pathway for reduced immunity in microgravity. Induction of few cancer types including liver cancer and leukaemia and increased drug response to cancer in microgravity are also found. Increase in olfactory signal transduction is also identified. Genes, based on their expression pattern, are clustered and mathematically stable clusters are identified. The network mapping of genes within a cluster indicates the plausible functional connections in microgravity. This pipeline gives a new systems level picture of human cells under microgravity, generates testable hypothesis and may help estimating risk and developing medicine for space missions.
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spelling pubmed-48689952016-06-01 A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure Mukhopadhyay, Sayak Saha, Rohini Palanisamy, Anbarasi Ghosh, Madhurima Biswas, Anupriya Roy, Saheli Pal, Arijit Sarkar, Kathakali Bagh, Sangram Sci Rep Article Microgravity is a prominent health hazard for astronauts, yet we understand little about its effect at the molecular systems level. In this study, we have integrated a set of systems-biology tools and databases and have analysed more than 8000 molecular pathways on published global gene expression datasets of human cells in microgravity. Hundreds of new pathways have been identified with statistical confidence for each dataset and despite the difference in cell types and experiments, around 100 of the new pathways are appeared common across the datasets. They are related to reduced inflammation, autoimmunity, diabetes and asthma. We have identified downregulation of NfκB pathway via Notch1 signalling as new pathway for reduced immunity in microgravity. Induction of few cancer types including liver cancer and leukaemia and increased drug response to cancer in microgravity are also found. Increase in olfactory signal transduction is also identified. Genes, based on their expression pattern, are clustered and mathematically stable clusters are identified. The network mapping of genes within a cluster indicates the plausible functional connections in microgravity. This pipeline gives a new systems level picture of human cells under microgravity, generates testable hypothesis and may help estimating risk and developing medicine for space missions. Nature Publishing Group 2016-05-17 /pmc/articles/PMC4868995/ /pubmed/27185415 http://dx.doi.org/10.1038/srep25975 Text en Copyright © 2016, Macmillan Publishers Limited 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
Mukhopadhyay, Sayak
Saha, Rohini
Palanisamy, Anbarasi
Ghosh, Madhurima
Biswas, Anupriya
Roy, Saheli
Pal, Arijit
Sarkar, Kathakali
Bagh, Sangram
A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title_full A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title_fullStr A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title_full_unstemmed A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title_short A systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
title_sort systems biology pipeline identifies new immune and disease related molecular signatures and networks in human cells during microgravity exposure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4868995/
https://www.ncbi.nlm.nih.gov/pubmed/27185415
http://dx.doi.org/10.1038/srep25975
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