Determination of novel resistant sources of chickpea genotypes under multi‑environments against Ascochyta blight using GGE biplot analysis
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Istanbuli T, Kemal SA, Maafa I, Bouhadida M, Noura O, Canan C, Asrat Z, Upasana R,
Kamphuis LG and Hamwieh A.
Abstract
Chickpea (Cicer arietinum L.) is the second largest pulse crop grown worldwide. Ascochyta blight (AB),
caused by Ascochyta rabiei (Pass.) Labr. is the most devastating disease of the crop in most chickpeagrowing
areas worldwide. A collection of 200 Global Ascochyta Blight Reference Set in Chickpea
(GABRSC), comprising advanced breeding lines and released varieties, was evaluated along with a
susceptible check to AB over two consecutive years (2021-2002 and 2022-2023) under field conditions
in six countries (Lebanon, Morocco, Ethiopia, India, Tunisia, and Turkey). The experiment was
conducted in two replications using Alpha lattice design. Restricted Maximum Likelihood (REML)
analysis revealed significant differences between genotypes (G), environments (E), and genotype x
environment interactions (GEI). The results reflected the most variation attributed to E (15.1%),
followed by G (59.4%), indicating that AB resistance is strongly influenced by genetics, making it a
promising trait for selection in breeding. However, GEI attibuted (25.5%) indicating that the genotype
performance was not consistent across all environments, however, the results identified 10 promising
genotypes (S0110227, S0110088, S160454, S100115, S0110028, M-2635, S0110075, S0110211,
S160483, and SE26IN) exhibiting stability with AB severity ≤4 (based on the 1–9 scale) across multiple
seasons and locations. The GGE biplot analysis explained 58.38% of the total variation. These resistant
genotypes would be valuable as stable donors of resistance in chickpea breeding programs aimed at
developing varieties resistant to Ascochyta blight.
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Author(s) ORCID(s)
Istanbuli, Tawffiq https://orcid.org/0000-0001-7450-6408
Kemal, Seid Ahmed https://orcid.org/0000-0002-1791-9369
Maafa, Ilyass https://orcid.org/0009-0003-3936-1532
Hamwieh, Aladdin https://orcid.org/0000-0001-6060-5560
Kemal, Seid Ahmed https://orcid.org/0000-0002-1791-9369
Maafa, Ilyass https://orcid.org/0009-0003-3936-1532
Hamwieh, Aladdin https://orcid.org/0000-0001-6060-5560


