Cargando…

Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum

The rapid development of genomic technology has made high throughput genotyping widely accessible but the associated high throughput phenotyping is now the major limiting factor in genetic analysis of traits. This paper evaluates the use of thermal imaging for the high throughput field phenotyping o...

Descripción completa

Detalles Bibliográficos
Autores principales: Prashar, Ankush, Yildiz, Jane, McNicol, James W., Bryan, Glenn J., Jones, Hamlyn G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3676367/
https://www.ncbi.nlm.nih.gov/pubmed/23762433
http://dx.doi.org/10.1371/journal.pone.0065816
_version_ 1782272628949516288
author Prashar, Ankush
Yildiz, Jane
McNicol, James W.
Bryan, Glenn J.
Jones, Hamlyn G.
author_facet Prashar, Ankush
Yildiz, Jane
McNicol, James W.
Bryan, Glenn J.
Jones, Hamlyn G.
author_sort Prashar, Ankush
collection PubMed
description The rapid development of genomic technology has made high throughput genotyping widely accessible but the associated high throughput phenotyping is now the major limiting factor in genetic analysis of traits. This paper evaluates the use of thermal imaging for the high throughput field phenotyping of Solanum tuberosum for differences in stomatal behaviour. A large multi-replicated trial of a potato mapping population was used to investigate the consistency in genotypic rankings across different trials and across measurements made at different times of day and on different days. The results confirmed a high degree of consistency between the genotypic rankings based on relative canopy temperature on different occasions. Genotype discrimination was enhanced both through normalising data by expressing genotype temperatures as differences from image means and through the enhanced replication obtained by using overlapping images. A Monte Carlo simulation approach was used to confirm the magnitude of genotypic differences that it is possible to discriminate. The results showed a clear negative association between canopy temperature and final tuber yield for this population, when grown under ample moisture supply. We have therefore established infrared thermography as an easy, rapid and non-destructive screening method for evaluating large population trials for genetic analysis. We also envisage this approach as having great potential for evaluating plant response to stress under field conditions.
format Online
Article
Text
id pubmed-3676367
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-36763672013-06-12 Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum Prashar, Ankush Yildiz, Jane McNicol, James W. Bryan, Glenn J. Jones, Hamlyn G. PLoS One Research Article The rapid development of genomic technology has made high throughput genotyping widely accessible but the associated high throughput phenotyping is now the major limiting factor in genetic analysis of traits. This paper evaluates the use of thermal imaging for the high throughput field phenotyping of Solanum tuberosum for differences in stomatal behaviour. A large multi-replicated trial of a potato mapping population was used to investigate the consistency in genotypic rankings across different trials and across measurements made at different times of day and on different days. The results confirmed a high degree of consistency between the genotypic rankings based on relative canopy temperature on different occasions. Genotype discrimination was enhanced both through normalising data by expressing genotype temperatures as differences from image means and through the enhanced replication obtained by using overlapping images. A Monte Carlo simulation approach was used to confirm the magnitude of genotypic differences that it is possible to discriminate. The results showed a clear negative association between canopy temperature and final tuber yield for this population, when grown under ample moisture supply. We have therefore established infrared thermography as an easy, rapid and non-destructive screening method for evaluating large population trials for genetic analysis. We also envisage this approach as having great potential for evaluating plant response to stress under field conditions. Public Library of Science 2013-06-07 /pmc/articles/PMC3676367/ /pubmed/23762433 http://dx.doi.org/10.1371/journal.pone.0065816 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Prashar, Ankush
Yildiz, Jane
McNicol, James W.
Bryan, Glenn J.
Jones, Hamlyn G.
Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title_full Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title_fullStr Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title_full_unstemmed Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title_short Infra-red Thermography for High Throughput Field Phenotyping in Solanum tuberosum
title_sort infra-red thermography for high throughput field phenotyping in solanum tuberosum
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3676367/
https://www.ncbi.nlm.nih.gov/pubmed/23762433
http://dx.doi.org/10.1371/journal.pone.0065816
work_keys_str_mv AT prasharankush infraredthermographyforhighthroughputfieldphenotypinginsolanumtuberosum
AT yildizjane infraredthermographyforhighthroughputfieldphenotypinginsolanumtuberosum
AT mcnicoljamesw infraredthermographyforhighthroughputfieldphenotypinginsolanumtuberosum
AT bryanglennj infraredthermographyforhighthroughputfieldphenotypinginsolanumtuberosum
AT joneshamlyng infraredthermographyforhighthroughputfieldphenotypinginsolanumtuberosum