Claim · model-written summary
Favorable alleles enhanced canopy vigour and chlorophyll content in wheat.
- Taxon
- wheat
Triticum aestivumt0 - Gene
- Favorable allelese5
- Outcome
- canopy vigour and chlorophyll contente5
- Direction
- enhancede5
Not reportedMaterialCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentComparatorSettingValueQualifier
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
t0“heat tolerance in wheat (Triticum aestivum L.)”
e5“Favorable alleles enhanced canopy vigour and chlorophyll content while reducing CT, signifying integrated genetic control of photosynthetic resilience and thermal regulation”
Title
Ananta Bag; Hari Krishna; Vinodh Kumar P.N; et al. PLoS ONE 2026. doi:10.1371/journal.pone.0339966
Other claims from this paper (15)
- Observation The 248 MAGIC wheat lines and their founders showed significant genetic variation and adaptive diversity for physiological traits across multiple locations.
- Intervention effect Under timely sown irrigated conditions, wheat genotypes showed higher canopy greenness, chlorophyll stability and photosynthetic efficiency than under late-sown conditions.
- Intervention effect Late-sown irrigated conditions elevated canopy temperature in wheat compared with timely sown conditions.
- Intervention effect Late-sown irrigated conditions reduced SPAD chlorophyll content in wheat compared with timely sown conditions.
- Association NDVI was positively correlated with SPAD and Fv/Fm in wheat.
- Association NDVI was negatively correlated with canopy temperature in wheat.
- Observation Two principal adaptive axes explained 65-82% of total variation in the measured wheat traits.
- Observation GWAS detected 54 significant marker-trait associations in wheat, predominantly on chromosome 5A.
- Association Major loci AX-95210025, AX-94980357 and AX-94448771 influenced NDVI, SPAD chlorophyll content and CT in wheat.
- Association Major loci AX-95210025, AX-94980357 and AX-94448771 influenced Fv/Fm (UP and LW) in wheat.
- Association Favorable alleles reduced canopy temperature in wheat.
- Observation In-silico and gene regulatory network analyses identified heat-responsive candidate genes in wheat, including TraesCS5A02G078000, TraesCS5A02G077900 and TraesCS1A02G098800.
- Observation In-silico and gene regulatory network analyses identified heat-responsive candidate genes in wheat, including TraesCS7A02G143900 and TraesCS7B02G083500.
- Mechanism The candidate genes are proposed to regulate chlorophyll maintenance, PSII repair and canopy cooling under stress.
- Recommendation The study identifies robust targets for marker-assisted selection and genomic improvement of thermotolerant wheat.