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RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism

The availability of data produced from various sequencing platforms offer the possibility to answer complex questions in plant research. However, drawbacks can arise when there are gaps in the information generated, and complementary platforms are essential to obtain more comprehensive data sets rel...

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Detalles Bibliográficos
Autores principales: Muhammad, Isiaka Ibrahim, Kong, Sze Ling, Akmar Abdullah, Siti Nor, Munusamy, Umaiyal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981605/
https://www.ncbi.nlm.nih.gov/pubmed/31881735
http://dx.doi.org/10.3390/ijms21010167
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author Muhammad, Isiaka Ibrahim
Kong, Sze Ling
Akmar Abdullah, Siti Nor
Munusamy, Umaiyal
author_facet Muhammad, Isiaka Ibrahim
Kong, Sze Ling
Akmar Abdullah, Siti Nor
Munusamy, Umaiyal
author_sort Muhammad, Isiaka Ibrahim
collection PubMed
description The availability of data produced from various sequencing platforms offer the possibility to answer complex questions in plant research. However, drawbacks can arise when there are gaps in the information generated, and complementary platforms are essential to obtain more comprehensive data sets relating to specific biological process, such as responses to environmental perturbations in plant systems. The investigation of transcriptional regulation raises different challenges, particularly in associating differentially expressed transcription factors with their downstream responsive genes. In this paper, we discuss the integration of transcriptional factor studies through RNA sequencing (RNA-seq) and Chromatin Immunoprecipitation sequencing (ChIP-seq). We show how the data from ChIP-seq can strengthen information generated from RNA-seq in elucidating gene regulatory mechanisms. In particular, we discuss how integration of ChIP-seq and RNA-seq data can help to unravel transcriptional regulatory networks. This review discusses recent advances in methods for studying transcriptional regulation using these two methods. It also provides guidelines for making choices in selecting specific protocols in RNA-seq pipelines for genome-wide analysis to achieve more detailed characterization of specific transcription regulatory pathways via ChIP-seq.
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spelling pubmed-69816052020-02-03 RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism Muhammad, Isiaka Ibrahim Kong, Sze Ling Akmar Abdullah, Siti Nor Munusamy, Umaiyal Int J Mol Sci Review The availability of data produced from various sequencing platforms offer the possibility to answer complex questions in plant research. However, drawbacks can arise when there are gaps in the information generated, and complementary platforms are essential to obtain more comprehensive data sets relating to specific biological process, such as responses to environmental perturbations in plant systems. The investigation of transcriptional regulation raises different challenges, particularly in associating differentially expressed transcription factors with their downstream responsive genes. In this paper, we discuss the integration of transcriptional factor studies through RNA sequencing (RNA-seq) and Chromatin Immunoprecipitation sequencing (ChIP-seq). We show how the data from ChIP-seq can strengthen information generated from RNA-seq in elucidating gene regulatory mechanisms. In particular, we discuss how integration of ChIP-seq and RNA-seq data can help to unravel transcriptional regulatory networks. This review discusses recent advances in methods for studying transcriptional regulation using these two methods. It also provides guidelines for making choices in selecting specific protocols in RNA-seq pipelines for genome-wide analysis to achieve more detailed characterization of specific transcription regulatory pathways via ChIP-seq. MDPI 2019-12-25 /pmc/articles/PMC6981605/ /pubmed/31881735 http://dx.doi.org/10.3390/ijms21010167 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Muhammad, Isiaka Ibrahim
Kong, Sze Ling
Akmar Abdullah, Siti Nor
Munusamy, Umaiyal
RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title_full RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title_fullStr RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title_full_unstemmed RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title_short RNA-seq and ChIP-seq as Complementary Approaches for Comprehension of Plant Transcriptional Regulatory Mechanism
title_sort rna-seq and chip-seq as complementary approaches for comprehension of plant transcriptional regulatory mechanism
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6981605/
https://www.ncbi.nlm.nih.gov/pubmed/31881735
http://dx.doi.org/10.3390/ijms21010167
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