Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley

One hundred and nine accessions of spring barley seedlings were phenotyped under soil drought conditions. Chlorophyll fluorescence induction (OJIP) parameters, leaf water content, relative turgidity, net assimilation rate (PN), and water use efficiency (WUE) of plants were measured. All the tested l...

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Main Authors: Marcin Rapacz, Magdalena Wójcik-Jagła, Anna Fiust, Hazem M. Kalaji, Janusz Kościelniak
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.00078/full
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spelling doaj-00936539b34d4dbea70332e47cd69bde2020-11-24T22:01:11ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2019-02-011010.3389/fpls.2019.00078426811Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in BarleyMarcin Rapacz0Magdalena Wójcik-Jagła1Anna Fiust2Anna Fiust3Hazem M. Kalaji4Hazem M. Kalaji5Janusz Kościelniak6Department of Plant Physiology, University of Agriculture of Krakow, Krakow, PolandDepartment of Plant Physiology, University of Agriculture of Krakow, Krakow, PolandDepartment of Plant Physiology, University of Agriculture of Krakow, Krakow, PolandDepartment of Grasslands, Institute of Technology and Life Sciences (ITP), Raszyn, PolandDepartment of Grasslands, Institute of Technology and Life Sciences (ITP), Raszyn, PolandDepartment of Plant Physiology, Faculty of Agriculture and Biology, Warsaw University of Life Sciences (SGGW), Warsaw, PolandDepartment of Plant Physiology, University of Agriculture of Krakow, Krakow, PolandOne hundred and nine accessions of spring barley seedlings were phenotyped under soil drought conditions. Chlorophyll fluorescence induction (OJIP) parameters, leaf water content, relative turgidity, net assimilation rate (PN), and water use efficiency (WUE) of plants were measured. All the tested lines were genotyped by means of DArT sequencing (DArTseq) technology. For association mapping a 11,780 polymorphic DArTseq and 4,725 DArTseq SNP markers were used. Our results revealed dissimilar patterns of the relationships between OJIP-parameters under control and drought conditions. A high level of correlation between parameters characterizing Photosystem's II (PSII) energy trapping efficiency (Fv/Fm) and photochemical events downstream of PSII reaction center (e.g., Performance Index—PICSo) was observed only in the case of drought-treated plants. Generally, OJIP parameters were correlated with leaf water content (less in control). This correlation was weaker with WUE, and absent with PN. Under drought stress, 6,252 genotype × phenotype associations, which passed false discovery rate (FDR) verification, were found between all the studied phenotypic characteristics (23, including 19 OJIP parameters) and 2,721 markers. On the other hand, only 282 associations passed FDR test in the control. They comprised 22 phenotypic parameters and 205 markers. Probing for gene annotations of sequences was performed for markers associated with Fv/Fm for both drought and control, markers were associated with studied traits in both control and drought, as well as for markers associated with both OJIP and other physiological parameters in drought. Our work allowed us to conclude that drought treatment differentiates the studied lines through the revealing of relationships between water content and the damages to PSII reaction centers or different components of PSII energy transfer chain. Moreover, the former was not connected with net photosynthesis rate.https://www.frontiersin.org/article/10.3389/fpls.2019.00078/fullbarleycandidate geneschlorophyll fluorescenceDArTseqdroughtgenome-wide association analysis
collection DOAJ
language English
format Article
sources DOAJ
author Marcin Rapacz
Magdalena Wójcik-Jagła
Anna Fiust
Anna Fiust
Hazem M. Kalaji
Hazem M. Kalaji
Janusz Kościelniak
spellingShingle Marcin Rapacz
Magdalena Wójcik-Jagła
Anna Fiust
Anna Fiust
Hazem M. Kalaji
Hazem M. Kalaji
Janusz Kościelniak
Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
Frontiers in Plant Science
barley
candidate genes
chlorophyll fluorescence
DArTseq
drought
genome-wide association analysis
author_facet Marcin Rapacz
Magdalena Wójcik-Jagła
Anna Fiust
Anna Fiust
Hazem M. Kalaji
Hazem M. Kalaji
Janusz Kościelniak
author_sort Marcin Rapacz
title Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
title_short Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
title_full Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
title_fullStr Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
title_full_unstemmed Genome-Wide Associations of Chlorophyll Fluorescence OJIP Transient Parameters Connected With Soil Drought Response in Barley
title_sort genome-wide associations of chlorophyll fluorescence ojip transient parameters connected with soil drought response in barley
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2019-02-01
description One hundred and nine accessions of spring barley seedlings were phenotyped under soil drought conditions. Chlorophyll fluorescence induction (OJIP) parameters, leaf water content, relative turgidity, net assimilation rate (PN), and water use efficiency (WUE) of plants were measured. All the tested lines were genotyped by means of DArT sequencing (DArTseq) technology. For association mapping a 11,780 polymorphic DArTseq and 4,725 DArTseq SNP markers were used. Our results revealed dissimilar patterns of the relationships between OJIP-parameters under control and drought conditions. A high level of correlation between parameters characterizing Photosystem's II (PSII) energy trapping efficiency (Fv/Fm) and photochemical events downstream of PSII reaction center (e.g., Performance Index—PICSo) was observed only in the case of drought-treated plants. Generally, OJIP parameters were correlated with leaf water content (less in control). This correlation was weaker with WUE, and absent with PN. Under drought stress, 6,252 genotype × phenotype associations, which passed false discovery rate (FDR) verification, were found between all the studied phenotypic characteristics (23, including 19 OJIP parameters) and 2,721 markers. On the other hand, only 282 associations passed FDR test in the control. They comprised 22 phenotypic parameters and 205 markers. Probing for gene annotations of sequences was performed for markers associated with Fv/Fm for both drought and control, markers were associated with studied traits in both control and drought, as well as for markers associated with both OJIP and other physiological parameters in drought. Our work allowed us to conclude that drought treatment differentiates the studied lines through the revealing of relationships between water content and the damages to PSII reaction centers or different components of PSII energy transfer chain. Moreover, the former was not connected with net photosynthesis rate.
topic barley
candidate genes
chlorophyll fluorescence
DArTseq
drought
genome-wide association analysis
url https://www.frontiersin.org/article/10.3389/fpls.2019.00078/full
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