Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783230296221548544 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5397609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mandalkamal anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT badersamuell anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT kumarpankaj anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT malakardipankar anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT campbelldavids anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT pradhanbholashankar anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT sarkarrajeshk anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT wadhwaneerja anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT sensharmasouvik anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT jainvaibhav anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT moritzrobertl anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT majumdarsubeers anintegratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT mandalkamal integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT badersamuell integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT kumarpankaj integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT malakardipankar integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT campbelldavids integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT pradhanbholashankar integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT sarkarrajeshk integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT wadhwaneerja integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT sensharmasouvik integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT jainvaibhav integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT moritzrobertl integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation AT majumdarsubeers integratedtranscriptomicsguidedgenomewidepromoteranalysisandnextgenerationproteomicsapproachtominefactorsregulatingcellulardifferentiation |