Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Delineating meta-quantitative trait loci for anthracnose resistance in common bean (Phaseolus vulgaris L.)

Shafi, S., Saini, D.K., Khan, M.A., Bawa, V., Choudhary, N., Dar, W.A., Pandey, A.K., Varshney, R.K.ORCID: 0000-0002-4562-9131 and Mir, R.R. (2022) Delineating meta-quantitative trait loci for anthracnose resistance in common bean (Phaseolus vulgaris L.). Frontiers in Plant Science, 13 . Art. 966339.

PDF - Published Version
Download (1MB) | Preview
Free to read:
*No subscription required


Anthracnose, caused by the fungus Colletotrichum lindemuthianum, is one of the devastating disease affecting common bean production and productivity worldwide. Several quantitative trait loci (QTLs) for anthracnose resistance have been identified. In order to make use of these QTLs in common bean breeding programs, a detailed meta-QTL (MQTL) analysis has been conducted. For the MQTL analysis, 92 QTLs related to anthracnose disease reported in 18 different earlier studies involving 16 mapping populations were compiled and projected on to the consensus map. This meta-analysis led to the identification of 11 MQTLs (each involving QTLs from at least two different studies) on 06 bean chromosomes and 10 QTL hotspots each involving multiple QTLs from an individual study on 07 chromosomes. The confidence interval (CI) of the identified MQTLs was found 3.51 times lower than the CI of initial QTLs. Marker-trait associations (MTAs) reported in published genome-wide association studies (GWAS) were used to validate nine of the 11 identified MQTLs, with MQTL4.1 overlapping with as many as 40 MTAs. Functional annotation of the 11 MQTL regions revealed 1,251 genes including several R genes (such as those encoding for NBS-LRR domain-containing proteins, protein kinases, etc.) and other defense related genes. The MQTLs, QTL hotspots and the potential candidate genes identified during the present study will prove useful in common bean marker-assisted breeding programs and in basic studies involving fine mapping and cloning of genomic regions associated with anthracnose resistance in common beans.

Item Type: Journal Article
Murdoch Affiliation(s): Centre for Crop and Food Innovation
State Agricultural Biotechnology Centre
Publisher: Frontiers
Copyright: © 2022 Shafi et al.
United Nations SDGs: Goal 12: Responsible Consumption and Production
Item Control Page Item Control Page


Downloads per month over past year