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. 2023 Jun 15;14:1206451. doi: 10.3389/fgene.2023.1206451

TABLE 2.

Candidate genes identified under heat stress tolerance in plants for various agro-morphological, physiological and biochemical traits

Traits QTLs/Genes involved Regulation in response to heat stress References
Morphological/anatomical traits
Pollen viability PolVia5.1, PolVia8.1 15%–16% and 20% of phenotypic variation respectively Vargas et al. (2021)
Pollen development Hsp100, Hsp90, Hsp70, Hsp60, smHsp Reduce heat stress impact on pollen grain development by protecting cellular proteins from denaturation to retain their function Kotak et al. (2007)
HSFA2a, HSFA2d, HSFA2f, HSFA9, HSFA3, HSFB2a, HSFB2b, HSFB2c Helps in pollen development in plants under heat stress Zhang et al. (2012), Giorno et al. (2013)
Pollen germination Ca_24217 Reduced activity Jha et al. (2021)
Pollen tube elongation Ca_14063 Reduced activity
Root length Ca_07091 Increased activity
Stigma receptivity FER/AAK1/SIR/SRN Decreased activity Escobar-Restrepo et al. (2007)
Flower abscission RAP2-11/ERF002 Increased activity Chen and Chen (2002)
Number of filled pods qfpod02_5 Cumulative phenotypic variation explained above 50% Paul et al. (2018)
Grain yield per plot qgy02_5
Total number of seeds per plot qts02_5
% pod setting q%podset06_5
Grain filling PdShr1.1 Increased activity Vargas et al. (2021)
SuSy (sucrose-synthase) Poor pod filling and pollen development and germination Basu et al. (2019)
ERF3, GBSS1, GW2, ERL1 Panicle compactness, and ethylene production negatively influences the grain filling Sekhar et al. (2021)
Discoloration of seed coat colour Hbs-1, Hbs-2, Hbs-3 Ethylene forming enzymes including ACC oxidase 2 and ACC synthase 1 Pottorff et al. (2014)
Nodule thermotolerance VuNSR10 Negative regulation of Pherophorin-like protein which plays a role in cell wall structure Simões-Araújo et al. (2002)
VuNSR11 Positive regulation of Xylan endohydrolase which plays a role in cell wall structure Simões-Araújo et al. (2002)
Physiological traits
Transpiration rate Qe.ccshau-4A Increased activity Sangwan et al. (2019)
Membrane stability index CaCMS_NS4.1 Increased activity Jha et al. (2021)
Chlorophyll content QLCCHR.nri-4A Increased activity Maulana et al. (2018)
CaCHL_NS4.3 Reduced activity Jha et al. (2021)
Stomatal conductance RAN1/HMA7 Reduced activity Chen and Chen (2002)
Stomatal development HSP90s HSP90s interact with YODA cascade, affects phosphorylation of SPEECHLESS (SPCH) and MPK6 to modulate stomatal development Samakovli et al. (2020)
Canopy temperature depression (CTD) QCtdh.tam-3B Comparatively higher activity in heat tolerant genotypes Mason et al. (2013)
Photosynthetic rate Qpn.ccshau-2.1D Comparatively higher activity in heat tolerant genotypes Sangwan et al. (2019)
Leaf senescence Ca_12767 Comparatively lower activity in heat tolerant genotypes Jha et al. (2021)
Biochemical traits
Late embryogenesis abundant (LEA) proteins VrLEA-2, VrLEA-40, VrLEA-47, and VrLEA-55 Higher expression in heat tolerant genotypes Singh et al. (2022)
hydrogen peroxide Ca_17121 Reduced activity Jha et al. (2021)
Superoxide dismutase Cu/Zn SOD Increased activity Paul et al. (2018)
Catalase CAT1 Increased activity Ara et al. (2013)
Gluathathione reductase Zm00001d027769 Increased activity Sheoran et al. (2022)
Ascorbate peroxidase (APX) CaAPX Increased activity Wang et al. (2017)
Peroxidase Zm00001d028347 Increased activity Sheoran et al. (2022)