Cargando…
Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes
We evaluated root system architecture (RSA) of a set of 58 historical spring wheat cultivars from Pakistan representing 105 years of selection breeding. The evaluations were carried out under control and water-limited conditions using a high-throughput phenotyping system coupled with RhizoVision Exp...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756485/ https://www.ncbi.nlm.nih.gov/pubmed/36526965 http://dx.doi.org/10.1186/s12870-022-03937-7 |
_version_ | 1784851639137468416 |
---|---|
author | Maqbool, Saman Ahmad, Suhaib Kainat, Zarnishal Khan, Muhammad Ibrar Maqbool, Ammarah Hassan, Muhammad Adeel Rasheed, Awais He, Zhonghu |
author_facet | Maqbool, Saman Ahmad, Suhaib Kainat, Zarnishal Khan, Muhammad Ibrar Maqbool, Ammarah Hassan, Muhammad Adeel Rasheed, Awais He, Zhonghu |
author_sort | Maqbool, Saman |
collection | PubMed |
description | We evaluated root system architecture (RSA) of a set of 58 historical spring wheat cultivars from Pakistan representing 105 years of selection breeding. The evaluations were carried out under control and water-limited conditions using a high-throughput phenotyping system coupled with RhizoVision Explorer software. The cultivars were classified into three groups based on release year as cultivars released pre-1965, released between 1965 and 2000, and cultivars released post-2000. Under water-limited conditions a decline in 20 out of 25 RSA component traits was observed in pre-1965 cultivars group. Whereas cultivars released after the 1965, so-called green revolution period, showed a decline in 17 traits with significant increments in root length, depth, and steep angle frequency which are important root traits for resource-uptake under water-limited conditions. Similarly, cultivars released after 2000 indicated an increase in the number of roots, depth, diameter, surface area, and steep angle frequency. The coefficient of correlation analysis showed a positive correlation between root depth and yield-related traits under water-limited conditions. We also investigated the effects of green-revolution genes (Rht1) and some phenology-related genes such as DRO1, TaMOR, TaLTPs, TaSus-2B on RSA and identified significant associations of these genes with important root traits. There was strong selection pressure on DRO1 gene in cultivated wheat indicating the allele fixed in modern wheat cultivars is different from landraces. The expression of DRO1, and TaMOR were retrieved from an RNAseq experiment, and results were validated using qRT-PCR. The highest expression of DRO1 and TaMOR was found in Chakwal-50, a rainfed cultivar released in 2008, and MaxiPak-65 released in 1965. We conclude that there is a positive historic change in RSA after 1965 that might be attributed to genetic factors associated with favored RSA traits. Furthermore, we suggest root depth and steep angle as promising traits to withstand water-limited environments and may have implications in selection for breeding. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-022-03937-7. |
format | Online Article Text |
id | pubmed-9756485 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97564852022-12-17 Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes Maqbool, Saman Ahmad, Suhaib Kainat, Zarnishal Khan, Muhammad Ibrar Maqbool, Ammarah Hassan, Muhammad Adeel Rasheed, Awais He, Zhonghu BMC Plant Biol Research We evaluated root system architecture (RSA) of a set of 58 historical spring wheat cultivars from Pakistan representing 105 years of selection breeding. The evaluations were carried out under control and water-limited conditions using a high-throughput phenotyping system coupled with RhizoVision Explorer software. The cultivars were classified into three groups based on release year as cultivars released pre-1965, released between 1965 and 2000, and cultivars released post-2000. Under water-limited conditions a decline in 20 out of 25 RSA component traits was observed in pre-1965 cultivars group. Whereas cultivars released after the 1965, so-called green revolution period, showed a decline in 17 traits with significant increments in root length, depth, and steep angle frequency which are important root traits for resource-uptake under water-limited conditions. Similarly, cultivars released after 2000 indicated an increase in the number of roots, depth, diameter, surface area, and steep angle frequency. The coefficient of correlation analysis showed a positive correlation between root depth and yield-related traits under water-limited conditions. We also investigated the effects of green-revolution genes (Rht1) and some phenology-related genes such as DRO1, TaMOR, TaLTPs, TaSus-2B on RSA and identified significant associations of these genes with important root traits. There was strong selection pressure on DRO1 gene in cultivated wheat indicating the allele fixed in modern wheat cultivars is different from landraces. The expression of DRO1, and TaMOR were retrieved from an RNAseq experiment, and results were validated using qRT-PCR. The highest expression of DRO1 and TaMOR was found in Chakwal-50, a rainfed cultivar released in 2008, and MaxiPak-65 released in 1965. We conclude that there is a positive historic change in RSA after 1965 that might be attributed to genetic factors associated with favored RSA traits. Furthermore, we suggest root depth and steep angle as promising traits to withstand water-limited environments and may have implications in selection for breeding. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-022-03937-7. BioMed Central 2022-12-16 /pmc/articles/PMC9756485/ /pubmed/36526965 http://dx.doi.org/10.1186/s12870-022-03937-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Maqbool, Saman Ahmad, Suhaib Kainat, Zarnishal Khan, Muhammad Ibrar Maqbool, Ammarah Hassan, Muhammad Adeel Rasheed, Awais He, Zhonghu Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title | Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title_full | Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title_fullStr | Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title_full_unstemmed | Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title_short | Root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
title_sort | root system architecture of historical spring wheat cultivars is associated with alleles and transcripts of major functional genes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9756485/ https://www.ncbi.nlm.nih.gov/pubmed/36526965 http://dx.doi.org/10.1186/s12870-022-03937-7 |
work_keys_str_mv | AT maqboolsaman rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT ahmadsuhaib rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT kainatzarnishal rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT khanmuhammadibrar rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT maqboolammarah rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT hassanmuhammadadeel rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT rasheedawais rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes AT hezhonghu rootsystemarchitectureofhistoricalspringwheatcultivarsisassociatedwithallelesandtranscriptsofmajorfunctionalgenes |