Association mapping reveals novel genomic regions controlling some root and stolon traits in tetraploid potato ( Solanum tuberosum L.).

Autor: Yousaf MF; Faculty of Agricultural Sciences and Technologies, Nigde Omer Halisdemir University, 51240 Nigde, Turkey., Demirel U; Faculty of Agricultural Sciences and Technologies, Nigde Omer Halisdemir University, 51240 Nigde, Turkey., Naeem M; Faculty of Agricultural Sciences and Technologies, Nigde Omer Halisdemir University, 51240 Nigde, Turkey., Çalışkan ME; Faculty of Agricultural Sciences and Technologies, Nigde Omer Halisdemir University, 51240 Nigde, Turkey.
Jazyk: angličtina
Zdroj: 3 Biotech [3 Biotech] 2021 Apr; Vol. 11 (4), pp. 174. Date of Electronic Publication: 2021 Mar 18.
DOI: 10.1007/s13205-021-02727-6
Abstrakt: Tuber crops have measurable biological variation in root and stolon phenotyping and thus may be utilized to identify genomic regions associated with these variations. This is the first comprehensive association mapping study related to potato root and stolon traits. A diverse panel of 192 tetraploid potato ( Solanum tuberosum L.) genotypes were grown in aeroponics to reveal a biologically significant variation and detection of genomic regions associated with the root and stolon traits. Phenotyping of root traits was performed by image analysis software "WinRHIZO" (a root scanning method), and stolon traits was measured manually, while SolCAP 25K potato array was used for genotyping. Significant variation was observed between the potato genotypes for root and stolon traits along with high heritabilities (0.80 in TNS to 0.95 in SL). For marker-trait associations, Q  +  K linear mixed model was implemented and 50 novel genomic regions were detected. Significantly associated SNPs with stolon traits were located on chr 4, chr 6, chr 7, chr 9, chr 11 and chr 12, while those linked to root traits on chr 1, chr 2, chr 3, chr 9, chr 11, and chr 12. Structure and PCA analysis grouped genotypes into four sub-populations disclosing population genetic diversity. LD decay was observed at 2.316 Mbps ( r 2  = 0.29) in the population. The identified SNPs were associated with genes performing vital functions such as root signaling and signal transduction in stress environments (GT-2 factors, protein kinases SAPK2-like and protein phosphatases " StPP1 "), transcriptional and post-transcriptional gene regulation (RNA-binding proteins), sucrose synthesis and transporter families (UGPase, Sus3 , SuSy , and StSUT1 ) and PVY resistance ( Ry sto ). The findings of our study can be employed in future breeding programs for improvement in potato production.
Supplementary Information: The online version contains supplementary material available at 10.1007/s13205-021-02727-6.
Competing Interests: Conflict of interestThe authors declare that they have no conflict of interests.
(© King Abdulaziz City for Science and Technology 2021.)
Databáze: MEDLINE
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