Validation of KASP markers associated with cassava mosaic disease resistance, storage root dry matter and provitamin A carotenoid contents in Ugandan cassava germplasm.

Williams Esuma, Oscar Eyoo, Francisca Gwandu, Settumba Mukasa, Titus Alicai, Alfred Ozimati, Ephraim Nuwamanya, Ismail Rabbi, Robert Kawuki
Author Information
  1. Williams Esuma: National Crops Resources Research Institute, Kampala, Uganda.
  2. Oscar Eyoo: National Crops Resources Research Institute, Kampala, Uganda.
  3. Francisca Gwandu: College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda.
  4. Settumba Mukasa: College of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda.
  5. Titus Alicai: National Crops Resources Research Institute, Kampala, Uganda.
  6. Alfred Ozimati: National Crops Resources Research Institute, Kampala, Uganda.
  7. Ephraim Nuwamanya: National Crops Resources Research Institute, Kampala, Uganda.
  8. Ismail Rabbi: International Institute of Tropical Agriculture (IITA), Oyo, Nigeria.
  9. Robert Kawuki: National Crops Resources Research Institute, Kampala, Uganda.

Abstract

Introduction: The intrinsic high heterozygosity of cassava makes conventional breeding ineffective for rapid genetic improvement. However, recent advances in next generation sequencing technologies have enabled the use of high-density markers for genome-wide association studies, aimed at identifying single nucleotide polymorphisms (SNPs) linked to major traits such as cassava mosaic disease (CMD) resistance, dry matter content (DMC) and total carotenoids content (TCC). A number of these trait-linked SNPs have been converted to Kompetitive allele-specific polymerase chain reaction (KASP) markers for downstream application of marker assisted selection.
Methods: We assayed 13 KASP markers to evaluate their effectiveness in selecting for CMD, DMC and TCC in 1,677 diverse cassava genotypes representing two independent breeding populations in Uganda.
Results: Five KASP markers had significant co-segregation with phenotypes; CMD resistance (2), DMC (1) and TCC (2), with each marker accounting for at least 30% of the phenotypic variation. Markers located within the chromosomal regions for which strong marker-trait association loci have been characterised (chromosome 12 markers for CMD, chromosome 1 markers for DMC and TCC) had consistently superior ability to discriminate the respective phenotypes.
Discussion: The results indicate varying discriminatory abilities of the KASP markers assayed and the need for their context-based use for MAS, with PSY2_572 particularly effective in selecting for high TCC. Availing the effective KASP markers on cost-effective genotyping platforms could facilitate practical implementation of marker-assisted cassava breeding for accelerated genetic gains for CMD, DMC and provitamin A carotenoids.

Keywords

Associated Data

figshare | 10.6084/m9.figshare.21213605.v2

References

  1. Int J Mol Sci. 2021 Mar 06;22(5): [PMID: 33800919]
  2. Genomics. 2022 Mar;114(2):110269 [PMID: 35065190]
  3. Plant Mol Biol. 2022 Jun;109(3):301-311 [PMID: 34240309]
  4. Plant Genome. 2016 Jul;9(2): [PMID: 27898832]
  5. Virus Res. 2014 Jun 24;186:87-96 [PMID: 24389096]
  6. Plant Cell. 2010 Oct;22(10):3348-56 [PMID: 20889914]
  7. Front Plant Sci. 2021 Feb 19;12:625307 [PMID: 33679837]
  8. Plant Genome. 2022 Mar;15(1):e20193 [PMID: 35102721]
  9. Int J Food Sci Technol. 2021 Mar;56(3):1184-1192 [PMID: 33776229]
  10. Sci Rep. 2018 Jan 24;8(1):1549 [PMID: 29367617]
  11. Nat Commun. 2022 Jul 7;13(1):3933 [PMID: 35798722]
  12. Plant Mol Biol. 2022 Jun;109(3):195-213 [PMID: 32734418]
  13. PLoS One. 2011 May 04;6(5):e19379 [PMID: 21573248]
  14. Trop Plant Biol. 2012 Mar;5(1):88-94 [PMID: 22523606]
  15. Hortic Res. 2019 Mar 1;6:30 [PMID: 30854208]
  16. G3 (Bethesda). 2021 Sep 6;11(9): [PMID: 33963852]
  17. Theor Appl Genet. 2015 Sep;128(9):1647-67 [PMID: 26093610]
  18. Plant Genome. 2017 Nov;10(3): [PMID: 29293815]
  19. Plant Cell. 2012 Sep;24(9):3725-41 [PMID: 23023170]
  20. Plant Sci. 2013 Jul;208:58-63 [PMID: 23683930]
  21. Nat Biotechnol. 2005 Apr;23(4):482-7 [PMID: 15793573]

Word Cloud

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