Phenotypic variation and genotypic diversity of Eleusine coracana L. Gaertn (finger millet) germplasm collection in Malawi

被引:1
作者
Louis, Yalaukani [1 ,3 ]
Moses, Maliro [1 ]
Michael, Chipeta [1 ]
Davis, Gimode [5 ]
Vicki, Morrone [2 ]
Abel, Sefasi [1 ]
Lawrent, Pungulani [3 ]
Daimon, Kambewa [1 ]
Fatsani, Keffa [1 ]
Frank, Tchuwa [1 ]
Peter, Soko [4 ]
Changadeya, Wisdom [6 ]
机构
[1] Lilongwe Univ Agr & Nat Resources LUANAR, POB 219, Lilongwe, Malawi
[2] Michigan State Univ MSU, E Lansing, MI USA
[3] Dept Agr Res Serv DARS, Chitedze Res Stn, POB 158, Lilongwe, Malawi
[4] Self Help Africa, P Bag B495, Lilongwe, Malawi
[5] Int Crops Res Inst Semi Arid Trop, UN Ave, Nairobi, Kenya
[6] Univ Malawi, Chancellor Coll, Dept Biol Sci, POB 280, Zomba, Malawi
关键词
Finger millet; Germplasm collection; Agro-morphological; Multivariate analysis; Phenotypic variation; Genotypic diversity;
D O I
10.1007/s10722-023-01569-w
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Eleusine coracana L. Gaertn has remained neglected and underutilized in Malawi partly due to limited research that includes crop improvement. Any effort to exploit the genetic potential of the available genetic variability could lead to identification of potential germplasm for improved varieties. This study characterised agro-morphological traits and identified genetic diversity amongst the germplasm collections using Kompetitive Allele Specifc PCR (KASP) single nucleotide polymorphism (SNP) markers to identify unique traits used for germplasm discrimination for seed production and crop improvement. A total of forty germplasm collections were tested at Crops and Soil Sciences Department's research farm of Lilongwe University of Agriculture and Natural Resources (LUANAR). The experiment was laid out in an alpha lattice design. From forty germplasm collections, 188 germplasm collection samples were selected for deoxyribonucleic acid (DNA) extraction. Phenotypic data on agro-morphological traits were collected and subjected to multivariate analysis. Genotypic data was subjected to analysis of molecular variance (AMOVA) in R software environment (R Core Team, 2021). Three principal components (PC1, PC2 and PC3) explained 42% of the total phenotypic variation among the germplasm collection while AMOVA revealed a 48% genotyping variation within and 53% genotypic variation among the germplasm collection. Cluster analysis grouped the 188 genotyped germplasm collection into 6 clusters. Phenotypic variation and genotypic diversity exist in finger millet which aids in the discrimination of the germplasm collection in seed production and in a breeding program.
引用
收藏
页码:2411 / 2424
页数:14
相关论文
共 53 条
[1]   Baking Cake Daddy: transforming fat-phobia to fat-positivity with a slice of fat-queer subversive fun to fatten the stage [J].
Anderson-Doherty, Ross ;
Campbell, Alyson ;
Graffam, Jonathan .
FAT STUDIES-AN INTERDISCIPLINARY JOURNAL OF BODY WEIGHT AND SOCIETY, 2023, 12 (03) :556-571
[2]  
Anuradha N., 2020, LIVING REV RELATIV, V9, P768
[3]  
Azad AK., 2019, Adv Agron Plant Breed Horticulture, V7, P1
[4]  
Barao VAR., 2022, Braz Dent. J, V33, P1, DOI [10.33003/fjs-2022-0601-862, DOI 10.33003/FJS-2022-0601-862]
[5]  
Bharathi A., 2020, AM J HUM GENET, V107, P1, DOI [10.29321/maj.10.000459, DOI 10.29321/MAJ.10.000459]
[6]   Novel GBS-Based SNP Markers for Finger Millet and Their Use in Genetic Diversity Analyses [J].
Brhane, Haftom ;
Haileselassie, Teklehaimanot ;
Tesfaye, Kassahun ;
Ortiz, Rodomiro ;
Hammenhag, Cecilia ;
Abreha, Kibrom B. ;
Geleta, Mulatu .
FRONTIERS IN GENETICS, 2022, 13
[7]  
Castillo-Gutierrez S., 2021, JAMA-J AM MED ASSOC, V11, P925, DOI [10.4236/ojs.2021.116054, DOI 10.4236/OJS.2021.116054]
[8]   Finger Millet [Eleusine coracana (L.) Gaertn.] Improvement: Current Status and Future Interventions of Whole Genome Sequence [J].
Ceasar, S. Antony ;
Maharajan, T. ;
Krishna, T. P. Ajeesh ;
Ramakrishnan, M. ;
Roch, G. Victor ;
Satish, Lakkakula ;
Ignacimuthu, Savarimuthu .
FRONTIERS IN PLANT SCIENCE, 2018, 9
[9]  
Chandra D., 2016, Food Science and Human Wellness, V5, P149, DOI DOI 10.1016/J.FSHW.2016.05.004
[10]   Novel sources of resistance to blast disease in finger millet [J].
Dida, Mathews M. ;
Oduori, Chrispus A. ;
Manthi, Samuel J. ;
Avosa, Millicent O. ;
Mikwa, Erick O. ;
Ojulong, Henry F. ;
Odeny, Damaris A. .
CROP SCIENCE, 2021, 61 (01) :250-262