Engaging Precision Phenotyping to Scrutinize Vegetative Drought Tolerance and Recovery in Chickpea Plant Genetic Resources

被引:4
作者
Lauterberg, Madita [1 ]
Tschiersch, Henning [1 ]
Papa, Roberto [2 ]
Bitocchi, Elena [2 ]
Neumann, Kerstin [1 ]
机构
[1] Leibniz Inst Plant Genet & Crop Plant Res IPK, D-06466 Gatersleben, Germany
[2] Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy
来源
PLANTS-BASEL | 2023年 / 12卷 / 15期
基金
欧盟地平线“2020”;
关键词
chickpea; image-derived traits; growth dynamics; plant genetic resources; drought stress; chlorophyll fluorescence; CICER-ARIETINUM L; TERMINAL DROUGHT; WATER-USE; N2; FIXATION; PHENOMICS; GENOTYPES; STRESS; KABULI; EFFICIENCY; RESPONSES;
D O I
10.3390/plants12152866
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Precise and high-throughput phenotyping (HTP) of vegetative drought tolerance in chickpea plant genetic resources (PGR) would enable improved screening for genotypes with low relative loss of biomass formation and reliable physiological performance. It could also provide a basis to further decipher the quantitative trait drought tolerance and recovery and gain a better understanding of the underlying mechanisms. In the context of climate change and novel nutritional trends, legumes and chickpea in particular are becoming increasingly important because of their high protein content and adaptation to low-input conditions. The PGR of legumes represent a valuable source of genetic diversity that can be used for breeding. However, the limited use of germplasm is partly due to a lack of available characterization data. The development of HTP systems offers a perspective for the analysis of dynamic plant traits such as abiotic stress tolerance and can support the identification of suitable genetic resources with a potential breeding value. Sixty chickpea accessions were evaluated on an HTP system under contrasting water regimes to precisely evaluate growth, physiological traits, and recovery under optimal conditions in comparison to drought stress at the vegetative stage. In addition to traits such as Estimated Biovolume (EB), Plant Height (PH), and several color-related traits over more than forty days, photosynthesis was examined by chlorophyll fluorescence measurements on relevant days prior to, during, and after drought stress. With high data quality, a wide phenotypic diversity for adaptation, tolerance, and recovery to drought was recorded in the chickpea PGR panel. In addition to a loss of EB between 72% and 82% after 21 days of drought, photosynthetic capacity decreased by 16-28%. Color-related traits can be used as indicators of different drought stress stages, as they show the progression of stress.
引用
收藏
页数:20
相关论文
共 77 条
[1]   Integration of high-throughput phenotyping with anatomical traits of leaves to help understanding lettuce acclimation to a changing environment [J].
Amitrano, Chiara ;
Junker, Astrid ;
D'Agostino, Nunzio ;
De Pascale, Stefania ;
De Micco, Veronica .
PLANTA, 2022, 256 (04)
[2]   Genome-wide association of barley plant growth under drought stress using a nested association mapping population [J].
Anh-Tung Pham ;
Maurer, Andreas ;
Pillen, Klaus ;
Brien, Chris ;
Dowling, Kate ;
Berger, Bettina ;
Eglinton, Jason K. ;
March, Timothy J. .
BMC PLANT BIOLOGY, 2019, 19 (1)
[3]  
[Anonymous], 2022, Summary for Policymakers: Climate Change 2022: Impacts, P3, DOI DOI 10.1017/9781009325844.001
[4]   Novel Salinity Tolerance Loci in Chickpea Identified in Glasshouse and Field Environments [J].
Atieno, Judith ;
Colmer, Timothy D. ;
Taylor, Julian ;
Li, Yongle ;
Quealy, John ;
Kotula, Lukasz ;
Nicol, Dion ;
Nguyen, Duong T. ;
Brien, Chris ;
Langridge, Peter ;
Croser, Janine ;
Hayes, Julie E. ;
Sutton, Tim .
FRONTIERS IN PLANT SCIENCE, 2021, 12
[5]   Exploring genetic variation for salinity tolerance in chickpea using image-based phenotyping [J].
Atieno, Judith ;
Li, Yongle ;
Langridge, Peter ;
Dowling, Kate ;
Brien, Chris ;
Berger, Bettina ;
Varshney, Rajeev K. ;
Sutton, Tim .
SCIENTIFIC REPORTS, 2017, 7
[6]   High-Throughput Non-destructive Phenotyping of Traits that Contribute to Salinity Tolerance in Arabidopsis thaliana [J].
Awlia, Mariam ;
Nigro, Arianna ;
Faikus, Jirl ;
Schmoeckel, Sandra M. ;
Negrao, Sonia ;
Santelia, Diana ;
Trtilek, Martin ;
Tester, Mark ;
Julkowska, Magdalena M. ;
Panzarova, Klara .
FRONTIERS IN PLANT SCIENCE, 2016, 7
[7]   First Report of CRISPR/Cas9 Mediated DNA-Free Editing of 4CL and RVE7 Genes in Chickpea Protoplasts [J].
Badhan, Sapna ;
Ball, Andrew S. ;
Mantri, Nitin .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (01) :1-15
[8]   Applications of chlorophyll fluorescence can improve crop production strategies: an examination of future possibilities [J].
Baker, NR ;
Rosenqvist, E .
JOURNAL OF EXPERIMENTAL BOTANY, 2004, 55 (403) :1607-1621
[9]   Impact of extreme weather conditions on European crop production in 2018 [J].
Beillouin, Damien ;
Schauberger, Bernhard ;
Bastos, Ana ;
Ciais, Phillipe ;
Makowski, David .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2020, 375 (1810)
[10]   The INCREASE project: Intelligent Collections of food-legume genetic resources for European agrofood systems [J].
Bellucci, Elisa ;
Mario Aguilar, Orlando ;
Alseekh, Saleh ;
Bett, Kirstin ;
Brezeanu, Creola ;
Cook, Douglas ;
de la Rosa, Lucia ;
Delledonne, Massimo ;
Dostatny, Denise F. ;
Ferreira, Juan J. ;
Geffroy, Valerie ;
Ghitarrini, Sofia ;
Kroc, Magdalena ;
Kumar Agrawal, Shiv ;
Logozzo, Giuseppina ;
Marino, Mario ;
Mary-Huard, Tristan ;
McClean, Phil ;
Meglic, Vladimir ;
Messer, Tamara ;
Muel, Frederic ;
Nanni, Laura ;
Neumann, Kerstin ;
Servalli, Filippo ;
Strajeru, Silvia ;
Varshney, Rajeev K. ;
Vasconcelos, Marta W. ;
Zaccardelli, Massimo ;
Zavarzin, Aleksei ;
Bitocchi, Elena ;
Frontoni, Emanuele ;
Fernie, Alisdair R. ;
Gioia, Tania ;
Graner, Andreas ;
Guasch, Luis ;
Prochnow, Lena ;
Oppermann, Markus ;
Susek, Karolina ;
Tenaillon, Maud ;
Papa, Roberto .
PLANT JOURNAL, 2021, 108 (03) :646-660