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Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics
Acid mine drainage (AMD) is a huge environmental problem in mountain-top mining regions worldwide, including the Appalachian Mountains in the United States. This study applied a genome-wide association study (GWAS) to uncover genomic loci in Arabidopsis associated with tolerance to AMD toxicity. We...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909446/ https://www.ncbi.nlm.nih.gov/pubmed/33498421 http://dx.doi.org/10.3390/plants10020191 |
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author | Ghimire, Bandana Saminathan, Thangasamy Bodunrin, Abiodun Abburi, Venkata Lakshmi Kshetry, Arjun Ojha Shinde, Suhas Nimmakayala, Padma Reddy, Umesh K. |
author_facet | Ghimire, Bandana Saminathan, Thangasamy Bodunrin, Abiodun Abburi, Venkata Lakshmi Kshetry, Arjun Ojha Shinde, Suhas Nimmakayala, Padma Reddy, Umesh K. |
author_sort | Ghimire, Bandana |
collection | PubMed |
description | Acid mine drainage (AMD) is a huge environmental problem in mountain-top mining regions worldwide, including the Appalachian Mountains in the United States. This study applied a genome-wide association study (GWAS) to uncover genomic loci in Arabidopsis associated with tolerance to AMD toxicity. We characterized five major root phenotypes—cumulative root length, average root diameter, root surface area, root volume, and primary root length—in 180 Arabidopsis accessions in response to AMD-supplemented growth medium. GWAS of natural variation in the panel revealed genes associated with tolerance to an acidic environment. Most of these genes were transcription factors, anion/cation transporters, metal transporters, and unknown proteins. Two T-DNA insertion mutants, At1g63005 (miR399b) and At2g05635 (DEAD helicase RAD3), showed enhanced acidity tolerance. Our GWAS and the reverse genetic approach revealed genes involved in conferring tolerance to coal AMD. Our results indicated that proton resistance in hydroponic conditions could be an important index to improve plant growth in acidic soil, at least in acid-sensitive plant species. |
format | Online Article Text |
id | pubmed-7909446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79094462021-02-27 Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics Ghimire, Bandana Saminathan, Thangasamy Bodunrin, Abiodun Abburi, Venkata Lakshmi Kshetry, Arjun Ojha Shinde, Suhas Nimmakayala, Padma Reddy, Umesh K. Plants (Basel) Article Acid mine drainage (AMD) is a huge environmental problem in mountain-top mining regions worldwide, including the Appalachian Mountains in the United States. This study applied a genome-wide association study (GWAS) to uncover genomic loci in Arabidopsis associated with tolerance to AMD toxicity. We characterized five major root phenotypes—cumulative root length, average root diameter, root surface area, root volume, and primary root length—in 180 Arabidopsis accessions in response to AMD-supplemented growth medium. GWAS of natural variation in the panel revealed genes associated with tolerance to an acidic environment. Most of these genes were transcription factors, anion/cation transporters, metal transporters, and unknown proteins. Two T-DNA insertion mutants, At1g63005 (miR399b) and At2g05635 (DEAD helicase RAD3), showed enhanced acidity tolerance. Our GWAS and the reverse genetic approach revealed genes involved in conferring tolerance to coal AMD. Our results indicated that proton resistance in hydroponic conditions could be an important index to improve plant growth in acidic soil, at least in acid-sensitive plant species. MDPI 2021-01-20 /pmc/articles/PMC7909446/ /pubmed/33498421 http://dx.doi.org/10.3390/plants10020191 Text en © 2021 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 | Article Ghimire, Bandana Saminathan, Thangasamy Bodunrin, Abiodun Abburi, Venkata Lakshmi Kshetry, Arjun Ojha Shinde, Suhas Nimmakayala, Padma Reddy, Umesh K. Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title | Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title_full | Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title_fullStr | Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title_full_unstemmed | Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title_short | Genome-Wide Association Study of Natural Variation in Arabidopsis Exposed to Acid Mine Drainage Toxicity and Validation of Associated Genes with Reverse Genetics |
title_sort | genome-wide association study of natural variation in arabidopsis exposed to acid mine drainage toxicity and validation of associated genes with reverse genetics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909446/ https://www.ncbi.nlm.nih.gov/pubmed/33498421 http://dx.doi.org/10.3390/plants10020191 |
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