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An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation

Differential next-generation-omics approaches aid in the visualization of biological processes and pave the way for divulging important events and/or interactions leading to a functional output at cellular or systems level. To this end, we undertook an integrated Nextgen transcriptomics and proteomi...

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Autores principales: Mandal, Kamal, Bader, Samuel L., Kumar, Pankaj, Malakar, Dipankar, Campbell, David S., Pradhan, Bhola Shankar, Sarkar, Rajesh K., Wadhwa, Neerja, Sensharma, Souvik, Jain, Vaibhav, Moritz, Robert L., Majumdar, Subeer S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397609/
https://www.ncbi.nlm.nih.gov/pubmed/28065881
http://dx.doi.org/10.1093/dnares/dsw057
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author Mandal, Kamal
Bader, Samuel L.
Kumar, Pankaj
Malakar, Dipankar
Campbell, David S.
Pradhan, Bhola Shankar
Sarkar, Rajesh K.
Wadhwa, Neerja
Sensharma, Souvik
Jain, Vaibhav
Moritz, Robert L.
Majumdar, Subeer S.
author_facet Mandal, Kamal
Bader, Samuel L.
Kumar, Pankaj
Malakar, Dipankar
Campbell, David S.
Pradhan, Bhola Shankar
Sarkar, Rajesh K.
Wadhwa, Neerja
Sensharma, Souvik
Jain, Vaibhav
Moritz, Robert L.
Majumdar, Subeer S.
author_sort Mandal, Kamal
collection PubMed
description Differential next-generation-omics approaches aid in the visualization of biological processes and pave the way for divulging important events and/or interactions leading to a functional output at cellular or systems level. To this end, we undertook an integrated Nextgen transcriptomics and proteomics approach to divulge differential gene expression of infant and pubertal rat Sertoli cells (Sc).Unlike, pubertal Sc, infant Sc are immature and fail to support spermatogenesis. We found exclusive association of 14 and 19 transcription factor binding sites to infantile and pubertal states of Sc, respectively, using differential transcriptomics-guided genome-wide computational analysis of relevant promoters employing 220 Positional Weight Matrices from the TRANSFAC database. Proteomic SWATH-MS analysis provided extensive quantification of nuclear and cytoplasmic protein fractions revealing 1,670 proteins differentially located between the nucleus and cytoplasm of infant Sc and 890 proteins differentially located within those of pubertal Sc. Based on our multi-omics approach, the transcription factor YY1 was identified as one of the lead candidates regulating differentiation of Sc.YY1 was found to have abundant binding sites on promoters of genes upregulated during puberty. To determine its significance, we generated transgenic rats with Sc specific knockdown of YY1 that led to compromised spermatogenesis.
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spelling pubmed-53976092017-04-21 An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation Mandal, Kamal Bader, Samuel L. Kumar, Pankaj Malakar, Dipankar Campbell, David S. Pradhan, Bhola Shankar Sarkar, Rajesh K. Wadhwa, Neerja Sensharma, Souvik Jain, Vaibhav Moritz, Robert L. Majumdar, Subeer S. DNA Res Full Papers Differential next-generation-omics approaches aid in the visualization of biological processes and pave the way for divulging important events and/or interactions leading to a functional output at cellular or systems level. To this end, we undertook an integrated Nextgen transcriptomics and proteomics approach to divulge differential gene expression of infant and pubertal rat Sertoli cells (Sc).Unlike, pubertal Sc, infant Sc are immature and fail to support spermatogenesis. We found exclusive association of 14 and 19 transcription factor binding sites to infantile and pubertal states of Sc, respectively, using differential transcriptomics-guided genome-wide computational analysis of relevant promoters employing 220 Positional Weight Matrices from the TRANSFAC database. Proteomic SWATH-MS analysis provided extensive quantification of nuclear and cytoplasmic protein fractions revealing 1,670 proteins differentially located between the nucleus and cytoplasm of infant Sc and 890 proteins differentially located within those of pubertal Sc. Based on our multi-omics approach, the transcription factor YY1 was identified as one of the lead candidates regulating differentiation of Sc.YY1 was found to have abundant binding sites on promoters of genes upregulated during puberty. To determine its significance, we generated transgenic rats with Sc specific knockdown of YY1 that led to compromised spermatogenesis. Oxford University Press 2017-04 2017-01-08 /pmc/articles/PMC5397609/ /pubmed/28065881 http://dx.doi.org/10.1093/dnares/dsw057 Text en © The Author 2017. Published by Oxford University Press on behalf of Kazusa DNA Research Institute. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Full Papers
Mandal, Kamal
Bader, Samuel L.
Kumar, Pankaj
Malakar, Dipankar
Campbell, David S.
Pradhan, Bhola Shankar
Sarkar, Rajesh K.
Wadhwa, Neerja
Sensharma, Souvik
Jain, Vaibhav
Moritz, Robert L.
Majumdar, Subeer S.
An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title_full An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title_fullStr An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title_full_unstemmed An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title_short An integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
title_sort integrated transcriptomics-guided genome-wide promoter analysis and next-generation proteomics approach to mine factor(s) regulating cellular differentiation
topic Full Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397609/
https://www.ncbi.nlm.nih.gov/pubmed/28065881
http://dx.doi.org/10.1093/dnares/dsw057
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