Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping
Background Cacao (Theobroma cacao L.) is a tropical tree species belonging to Malvaceae family and originated in the lowland rainforests of the Amazon. It is one of the major agricultural commodities contributing towards the GDP (gross domestic product) of West African countries contributing about 7...
| Autores principales: | , , , , , |
|---|---|
| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Research Square Platform LLC
2024
|
| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/132760 |
| _version_ | 1855541240373706752 |
|---|---|
| author | Bhattacharjee, Ranjana Luseni, M.M. Ametefe, K. Agre, P.A. Kumar, P.L. Grenville-Briggs, L.J. |
| author_browse | Agre, P.A. Ametefe, K. Bhattacharjee, Ranjana Grenville-Briggs, L.J. Kumar, P.L. Luseni, M.M. |
| author_facet | Bhattacharjee, Ranjana Luseni, M.M. Ametefe, K. Agre, P.A. Kumar, P.L. Grenville-Briggs, L.J. |
| author_sort | Bhattacharjee, Ranjana |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Background
Cacao (Theobroma cacao L.) is a tropical tree species belonging to Malvaceae family and originated in the lowland rainforests of the Amazon. It is one of the major agricultural commodities contributing towards the GDP (gross domestic product) of West African countries contributing about 70% of world’s production.
Methodology
A sample of 376 cacao (Theobroma cacao L.) germplasm accessions (235 from Sierra Leone and 141 from Togo) collected from different seed gardens and farmers’ fields across the cacao producing states/regions of these countries were assembled for genetic diversity and population structure studies using single nucleotide polymorphism (SNP) markers. The 376 cacao accessions were genotyped using 20 highly informative and reproducible KASP-SNPs markers. The genetic diversity among different accessions was assessed using three complementary clustering methods including the model-based population structure, discriminant analysis of principal components (DAPC), and phylogenetic trees. A network analysis was further carried out to understand the genetic relationships among cacao accessions from Sierra Leone and Togo. Analysis of molecular variance (AMOVA) was carried out to estimate the genetic differentiation among and within groups.
Results
The STRUCTURE and DAPC exhibited some consistency in the allocation of accessions in subpopulations or groups, although some discrepancy was identified in the grouping based on these two methods. Hierarchical clustering analysis grouped all the individuals into two major groups and represented several sub-clusters. AMOVA revealed high genetic diversity (86%) within accessions. A high rate of mislabeling/duplicate genotype names was revealed in both countries, which may be attributed to errors from the sources of introduction, labeling errors, and lost labels.
Conclusion
This study demonstrates the use of KASP-SNPs for fingerprinting that can help identify mislabeled accessions and provide strong evidence for improving the accuracy and efficiency in cacao germplasm management as well as distribution of correct materials to farmers. |
| format | Journal Article |
| id | CGSpace132760 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | Research Square Platform LLC |
| publisherStr | Research Square Platform LLC |
| record_format | dspace |
| spelling | CGSpace1327602025-11-28T02:16:05Z Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping Bhattacharjee, Ranjana Luseni, M.M. Ametefe, K. Agre, P.A. Kumar, P.L. Grenville-Briggs, L.J. theobroma cacao genetic diversity population structure single nucleotide polymorphism germplasm genotypes west africa Background Cacao (Theobroma cacao L.) is a tropical tree species belonging to Malvaceae family and originated in the lowland rainforests of the Amazon. It is one of the major agricultural commodities contributing towards the GDP (gross domestic product) of West African countries contributing about 70% of world’s production. Methodology A sample of 376 cacao (Theobroma cacao L.) germplasm accessions (235 from Sierra Leone and 141 from Togo) collected from different seed gardens and farmers’ fields across the cacao producing states/regions of these countries were assembled for genetic diversity and population structure studies using single nucleotide polymorphism (SNP) markers. The 376 cacao accessions were genotyped using 20 highly informative and reproducible KASP-SNPs markers. The genetic diversity among different accessions was assessed using three complementary clustering methods including the model-based population structure, discriminant analysis of principal components (DAPC), and phylogenetic trees. A network analysis was further carried out to understand the genetic relationships among cacao accessions from Sierra Leone and Togo. Analysis of molecular variance (AMOVA) was carried out to estimate the genetic differentiation among and within groups. Results The STRUCTURE and DAPC exhibited some consistency in the allocation of accessions in subpopulations or groups, although some discrepancy was identified in the grouping based on these two methods. Hierarchical clustering analysis grouped all the individuals into two major groups and represented several sub-clusters. AMOVA revealed high genetic diversity (86%) within accessions. A high rate of mislabeling/duplicate genotype names was revealed in both countries, which may be attributed to errors from the sources of introduction, labeling errors, and lost labels. Conclusion This study demonstrates the use of KASP-SNPs for fingerprinting that can help identify mislabeled accessions and provide strong evidence for improving the accuracy and efficiency in cacao germplasm management as well as distribution of correct materials to farmers. 2024 2023-11-06T12:08:42Z 2023-11-06T12:08:42Z Journal Article https://hdl.handle.net/10568/132760 en Open Access application/pdf Research Square Platform LLC Bhattacharjee, R., Luseni, M.M., Ametefe, K., Agre, P.A., Kumar, P.L. & Grenville-Briggs, L.J. (2024). Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP-SNP genotyping. BMC Plant Biology, 1-17. |
| spellingShingle | theobroma cacao genetic diversity population structure single nucleotide polymorphism germplasm genotypes west africa Bhattacharjee, Ranjana Luseni, M.M. Ametefe, K. Agre, P.A. Kumar, P.L. Grenville-Briggs, L.J. Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title | Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title_full | Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title_fullStr | Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title_full_unstemmed | Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title_short | Genetic diversity and population structure of cacao (Theobroma cacao L.) germplasm from Sierra Leone and Togo based on KASP- SNP genotyping |
| title_sort | genetic diversity and population structure of cacao theobroma cacao l germplasm from sierra leone and togo based on kasp snp genotyping |
| topic | theobroma cacao genetic diversity population structure single nucleotide polymorphism germplasm genotypes west africa |
| url | https://hdl.handle.net/10568/132760 |
| work_keys_str_mv | AT bhattacharjeeranjana geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping AT lusenimm geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping AT ametefek geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping AT agrepa geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping AT kumarpl geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping AT grenvillebriggslj geneticdiversityandpopulationstructureofcacaotheobromacacaolgermplasmfromsierraleoneandtogobasedonkaspsnpgenotyping |