Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance

Abstract The diversity in plant metabolites with improved phytonutrients is essential to achieve global food security and sustainable crop yield. Our study using computational metabolomics genome wide association study (cmGWAS) reports on a comprehensive profiling of threonine (Thr) metabolite in ri...

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Main Authors: Pandiyan Muthuramalingam, Subramanian Radhesh Krishnan, Subramani Pandian, Narayanan Mareeswaran, Wilson Aruni, Shunmugiah Karutha Pandian, Manikandan Ramesh
Format: Article
Language:English
Published: Nature Publishing Group 2018-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-27703-8
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spelling doaj-f96c893aae4f494399166b3d382a9b942020-12-08T05:41:50ZengNature Publishing GroupScientific Reports2045-23222018-06-018111410.1038/s41598-018-27703-8Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerancePandiyan Muthuramalingam0Subramanian Radhesh Krishnan1Subramani Pandian2Narayanan Mareeswaran3Wilson Aruni4Shunmugiah Karutha Pandian5Manikandan Ramesh6Department of Biotechnology, Science Campus, Alagappa UniversityDepartment of Biotechnology, Science Campus, Alagappa UniversityDepartment of Biotechnology, Science Campus, Alagappa UniversityDepartment of Biotechnology, Science Campus, Alagappa UniversityDivision of Microbiology, School of Medicine, Loma Linda UniversityDepartment of Biotechnology, Science Campus, Alagappa UniversityDepartment of Biotechnology, Science Campus, Alagappa UniversityAbstract The diversity in plant metabolites with improved phytonutrients is essential to achieve global food security and sustainable crop yield. Our study using computational metabolomics genome wide association study (cmGWAS) reports on a comprehensive profiling of threonine (Thr) metabolite in rice. Sixteen abiotic stress responsive (AbSR) – Thr metabolite producing genes (ThrMPG), modulate metabolite levels and play a significant role determining both physiological and nutritional importance of rice. These AbSR-ThrMPG were computationally analysed for their protein properties using OryzaCyc through plant metabolic network analyser. A total of 1373 and 1028 SNPs were involved in complex traits and genomic variations. Comparative mapping of AbSR-ThrMPG revealed the chromosomal colinearity with C4 grass species. Further, computational expression pattern of these genes predicted a differential expression profiling in diverse developmental tissues. Protein interaction of protein coding gene sequences revealed that the abiotic stresses (AbS) are multigenic in nature. In silico expression of AbSR-ThrMPG determined the putative involvement in response to individual AbS. This is the first comprehensive genome wide study reporting on AbSR –ThrMPG analysis in rice. The results of this study provide a pivotal resource for further functional investigation of these key genes in the vital areas of manipulating AbS signaling in rice improvement.https://doi.org/10.1038/s41598-018-27703-8
collection DOAJ
language English
format Article
sources DOAJ
author Pandiyan Muthuramalingam
Subramanian Radhesh Krishnan
Subramani Pandian
Narayanan Mareeswaran
Wilson Aruni
Shunmugiah Karutha Pandian
Manikandan Ramesh
spellingShingle Pandiyan Muthuramalingam
Subramanian Radhesh Krishnan
Subramani Pandian
Narayanan Mareeswaran
Wilson Aruni
Shunmugiah Karutha Pandian
Manikandan Ramesh
Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
Scientific Reports
author_facet Pandiyan Muthuramalingam
Subramanian Radhesh Krishnan
Subramani Pandian
Narayanan Mareeswaran
Wilson Aruni
Shunmugiah Karutha Pandian
Manikandan Ramesh
author_sort Pandiyan Muthuramalingam
title Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
title_short Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
title_full Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
title_fullStr Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
title_full_unstemmed Global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
title_sort global analysis of threonine metabolism genes unravel key players in rice to improve the abiotic stress tolerance
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2018-06-01
description Abstract The diversity in plant metabolites with improved phytonutrients is essential to achieve global food security and sustainable crop yield. Our study using computational metabolomics genome wide association study (cmGWAS) reports on a comprehensive profiling of threonine (Thr) metabolite in rice. Sixteen abiotic stress responsive (AbSR) – Thr metabolite producing genes (ThrMPG), modulate metabolite levels and play a significant role determining both physiological and nutritional importance of rice. These AbSR-ThrMPG were computationally analysed for their protein properties using OryzaCyc through plant metabolic network analyser. A total of 1373 and 1028 SNPs were involved in complex traits and genomic variations. Comparative mapping of AbSR-ThrMPG revealed the chromosomal colinearity with C4 grass species. Further, computational expression pattern of these genes predicted a differential expression profiling in diverse developmental tissues. Protein interaction of protein coding gene sequences revealed that the abiotic stresses (AbS) are multigenic in nature. In silico expression of AbSR-ThrMPG determined the putative involvement in response to individual AbS. This is the first comprehensive genome wide study reporting on AbSR –ThrMPG analysis in rice. The results of this study provide a pivotal resource for further functional investigation of these key genes in the vital areas of manipulating AbS signaling in rice improvement.
url https://doi.org/10.1038/s41598-018-27703-8
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