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Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives
We studied variation in adaptive traits and genetic association to understand the low P responses, including the symbiotic association of arbuscular mycorrhizal (AM) fungal colonization in Oryza species (O. sativa, O. nivara, and O. rufipogon). In the present experiment, we performed the phenotypic...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904515/ https://www.ncbi.nlm.nih.gov/pubmed/35260690 http://dx.doi.org/10.1038/s41598-022-07781-5 |
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author | Anandan, Annamalai Nagireddy, Ranjitkumar Sabarinathan, Selvaraj Bhatta, Bishal Binaya Mahender, Anumalla Vinothkumar, Murugapandiyan Parameswaran, Chidambaranathan Panneerselvam, Periyasamy Subudhi, Hatanath Meher, Jitendriya Bose, Lotan Kumar Ali, Jauhar |
author_facet | Anandan, Annamalai Nagireddy, Ranjitkumar Sabarinathan, Selvaraj Bhatta, Bishal Binaya Mahender, Anumalla Vinothkumar, Murugapandiyan Parameswaran, Chidambaranathan Panneerselvam, Periyasamy Subudhi, Hatanath Meher, Jitendriya Bose, Lotan Kumar Ali, Jauhar |
author_sort | Anandan, Annamalai |
collection | PubMed |
description | We studied variation in adaptive traits and genetic association to understand the low P responses, including the symbiotic association of arbuscular mycorrhizal (AM) fungal colonization in Oryza species (O. sativa, O. nivara, and O. rufipogon). In the present experiment, we performed the phenotypic variability of the morphometric and geometric traits for P deficiency tolerance and conducted the association studies in GLM and MLM methods. A positive association between the geometric trait of the top-view area and root traits suggested the possibility of exploring a non-destructive approach in screening genotypes under low P. The AMOVA revealed a higher proportion of variation among the individuals as they belonged to different species of Oryza and the NM value was 2.0, indicating possible gene flow between populations. A sub-cluster with superior-performing accessions had a higher proportion of landraces (42.85%), and O. rufipogon (33.3%) was differentiated by four Pup1-specific markers. Association mapping identified seven notable markers (RM259, RM297, RM30, RM6966, RM242, RM184, and PAP1) and six potential genotypes (IC459373, Chakhao Aumbi, AC100219, AC100062, Sekri, and Kumbhi Phou), which will be helpful in the marker-assisted breeding to improve rice for P-deprived condition. In addition, total root surface area becomes a single major trait that helps in P uptake under deficit P up to 33% than mycorrhizal colonization. Further, the phenotypic analysis of the morphometric and geometric trait variations and their interactions provides excellent potential for selecting donors for improving P-use efficiency. The identified potential candidate genes and markers offered new insights into our understanding of the molecular and physiological mechanisms driving PUE and improving grain yield under low-P conditions. |
format | Online Article Text |
id | pubmed-8904515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89045152022-03-09 Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives Anandan, Annamalai Nagireddy, Ranjitkumar Sabarinathan, Selvaraj Bhatta, Bishal Binaya Mahender, Anumalla Vinothkumar, Murugapandiyan Parameswaran, Chidambaranathan Panneerselvam, Periyasamy Subudhi, Hatanath Meher, Jitendriya Bose, Lotan Kumar Ali, Jauhar Sci Rep Article We studied variation in adaptive traits and genetic association to understand the low P responses, including the symbiotic association of arbuscular mycorrhizal (AM) fungal colonization in Oryza species (O. sativa, O. nivara, and O. rufipogon). In the present experiment, we performed the phenotypic variability of the morphometric and geometric traits for P deficiency tolerance and conducted the association studies in GLM and MLM methods. A positive association between the geometric trait of the top-view area and root traits suggested the possibility of exploring a non-destructive approach in screening genotypes under low P. The AMOVA revealed a higher proportion of variation among the individuals as they belonged to different species of Oryza and the NM value was 2.0, indicating possible gene flow between populations. A sub-cluster with superior-performing accessions had a higher proportion of landraces (42.85%), and O. rufipogon (33.3%) was differentiated by four Pup1-specific markers. Association mapping identified seven notable markers (RM259, RM297, RM30, RM6966, RM242, RM184, and PAP1) and six potential genotypes (IC459373, Chakhao Aumbi, AC100219, AC100062, Sekri, and Kumbhi Phou), which will be helpful in the marker-assisted breeding to improve rice for P-deprived condition. In addition, total root surface area becomes a single major trait that helps in P uptake under deficit P up to 33% than mycorrhizal colonization. Further, the phenotypic analysis of the morphometric and geometric trait variations and their interactions provides excellent potential for selecting donors for improving P-use efficiency. The identified potential candidate genes and markers offered new insights into our understanding of the molecular and physiological mechanisms driving PUE and improving grain yield under low-P conditions. Nature Publishing Group UK 2022-03-08 /pmc/articles/PMC8904515/ /pubmed/35260690 http://dx.doi.org/10.1038/s41598-022-07781-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Anandan, Annamalai Nagireddy, Ranjitkumar Sabarinathan, Selvaraj Bhatta, Bishal Binaya Mahender, Anumalla Vinothkumar, Murugapandiyan Parameswaran, Chidambaranathan Panneerselvam, Periyasamy Subudhi, Hatanath Meher, Jitendriya Bose, Lotan Kumar Ali, Jauhar Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title | Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title_full | Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title_fullStr | Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title_full_unstemmed | Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title_short | Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives |
title_sort | multi-trait association study identifies loci associated with tolerance of low phosphorus in oryza sativa and its wild relatives |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904515/ https://www.ncbi.nlm.nih.gov/pubmed/35260690 http://dx.doi.org/10.1038/s41598-022-07781-5 |
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