Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño

Background Gene regulatory variation has been proposed to play an important role in the adaptation of plants to environmental stress. In the central highlands of Mexico, farmer selection has generated a unique group of maize landraces adapted to the challenges of the highland niche. In this study, g...

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Main Authors: M. Rocío Aguilar-Rangel, Ricardo A. Chávez Montes, Eric González-Segovia, Jeffrey Ross-Ibarra, June K. Simpson, Ruairidh J.H. Sawers
Format: Article
Language:English
Published: PeerJ Inc. 2017-08-01
Series:PeerJ
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Online Access:https://peerj.com/articles/3737.pdf
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spelling doaj-94105f62bf12424489cc71589f9c94ef2020-11-24T20:57:49ZengPeerJ Inc.PeerJ2167-83592017-08-015e373710.7717/peerj.3737Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero ToluqueñoM. Rocío Aguilar-Rangel0Ricardo A. Chávez Montes1Eric González-Segovia2Jeffrey Ross-Ibarra3June K. Simpson4Ruairidh J.H. Sawers5Unidad de Genómica Avanzada (LANGEBIO), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, MexicoUnidad de Genómica Avanzada (LANGEBIO), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, MexicoUnidad de Genómica Avanzada (LANGEBIO), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, MexicoDepartment of Plant Sciences, Center for Population Biology and Genome Center, University of California, Davis, CA, United States of AmericaDepartamento de Ingeniería Genética, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, MexicoUnidad de Genómica Avanzada (LANGEBIO), Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato, MexicoBackground Gene regulatory variation has been proposed to play an important role in the adaptation of plants to environmental stress. In the central highlands of Mexico, farmer selection has generated a unique group of maize landraces adapted to the challenges of the highland niche. In this study, gene expression in Mexican highland maize and a reference maize breeding line were compared to identify evidence of regulatory variation in stress-related genes. It was hypothesised that local adaptation in Mexican highland maize would be associated with a transcriptional signature observable even under benign conditions. Methods Allele specific expression analysis was performed using the seedling-leaf transcriptome of an F1 individual generated from the cross between the highland adapted Mexican landrace Palomero Toluqueño and the reference line B73, grown under benign conditions. Results were compared with a published dataset describing the transcriptional response of B73 seedlings to cold, heat, salt and UV treatments. Results A total of 2,386 genes were identified to show allele specific expression. Of these, 277 showed an expression difference between Palomero Toluqueño and B73 alleles under benign conditions that anticipated the response of B73 cold, heat, salt and/or UV treatments, and, as such, were considered to display a prior stress response. Prior stress response candidates included genes associated with plant hormone signaling and a number of transcription factors. Construction of a gene co-expression network revealed further signaling and stress-related genes to be among the potential targets of the transcription factors candidates. Discussion Prior activation of responses may represent the best strategy when stresses are severe but predictable. Expression differences observed here between Palomero Toluqueño and B73 alleles indicate the presence of cis-acting regulatory variation linked to stress-related genes in Palomero Toluqueño. Considered alongside gene annotation and population data, allele specific expression analysis of plants grown under benign conditions provides an attractive strategy to identify functional variation potentially linked to local adaptation.https://peerj.com/articles/3737.pdfAbiotic stressAllele specific expressionMaizePalomero Toluqueño
collection DOAJ
language English
format Article
sources DOAJ
author M. Rocío Aguilar-Rangel
Ricardo A. Chávez Montes
Eric González-Segovia
Jeffrey Ross-Ibarra
June K. Simpson
Ruairidh J.H. Sawers
spellingShingle M. Rocío Aguilar-Rangel
Ricardo A. Chávez Montes
Eric González-Segovia
Jeffrey Ross-Ibarra
June K. Simpson
Ruairidh J.H. Sawers
Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
PeerJ
Abiotic stress
Allele specific expression
Maize
Palomero Toluqueño
author_facet M. Rocío Aguilar-Rangel
Ricardo A. Chávez Montes
Eric González-Segovia
Jeffrey Ross-Ibarra
June K. Simpson
Ruairidh J.H. Sawers
author_sort M. Rocío Aguilar-Rangel
title Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
title_short Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
title_full Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
title_fullStr Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
title_full_unstemmed Allele specific expression analysis identifies regulatory variation associated with stress-related genes in the Mexican highland maize landrace Palomero Toluqueño
title_sort allele specific expression analysis identifies regulatory variation associated with stress-related genes in the mexican highland maize landrace palomero toluqueño
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2017-08-01
description Background Gene regulatory variation has been proposed to play an important role in the adaptation of plants to environmental stress. In the central highlands of Mexico, farmer selection has generated a unique group of maize landraces adapted to the challenges of the highland niche. In this study, gene expression in Mexican highland maize and a reference maize breeding line were compared to identify evidence of regulatory variation in stress-related genes. It was hypothesised that local adaptation in Mexican highland maize would be associated with a transcriptional signature observable even under benign conditions. Methods Allele specific expression analysis was performed using the seedling-leaf transcriptome of an F1 individual generated from the cross between the highland adapted Mexican landrace Palomero Toluqueño and the reference line B73, grown under benign conditions. Results were compared with a published dataset describing the transcriptional response of B73 seedlings to cold, heat, salt and UV treatments. Results A total of 2,386 genes were identified to show allele specific expression. Of these, 277 showed an expression difference between Palomero Toluqueño and B73 alleles under benign conditions that anticipated the response of B73 cold, heat, salt and/or UV treatments, and, as such, were considered to display a prior stress response. Prior stress response candidates included genes associated with plant hormone signaling and a number of transcription factors. Construction of a gene co-expression network revealed further signaling and stress-related genes to be among the potential targets of the transcription factors candidates. Discussion Prior activation of responses may represent the best strategy when stresses are severe but predictable. Expression differences observed here between Palomero Toluqueño and B73 alleles indicate the presence of cis-acting regulatory variation linked to stress-related genes in Palomero Toluqueño. Considered alongside gene annotation and population data, allele specific expression analysis of plants grown under benign conditions provides an attractive strategy to identify functional variation potentially linked to local adaptation.
topic Abiotic stress
Allele specific expression
Maize
Palomero Toluqueño
url https://peerj.com/articles/3737.pdf
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