Back

Detecting the genetic variants associated with key culinary traits in Dioscorea alata

Dossa, K.; Houngbo, M. E.; Lechaudel, M.; Maledon, E.; Zoclanclounon, Y. A. B.; Irep, J. L.; Nasir, M. F.; Chair, H.; Cornet, D.

2023-10-20 plant biology
10.1101/2023.10.18.562904 bioRxiv
Show abstract

Quality attributes play a pivotal role in determining consumers acceptability and market value of food crops. Dioscorea alata is a major yam species for food security in tropical areas, but our understanding of the genetic factors underlying tuber culinary traits is limited. This study aimed at elucidating the genetic basis of key culinary attributes, including dry matter content, cooking time, boiled yam hardness, and moldability, through genome-wide association studies (GWAS). Phenotypic assessments revealed notable variations among the D. alata genotypes across two locations as well as significant correlations among the quality traits. The GWAS identified 25 significant associations distributed across 14 chromosomes. Allele segregation analysis of the identified loci highlighted favorable alleles associated with desired traits, such as reduced cooking time, increased dry matter content, enhanced hardness, and good moldability. Within the set of 42 putative candidate genes, we identified specific genes differentially expressed in tubers of distinct genotypes with contrasting quality attributes. Furthermore, we conducted a comparative analysis with previously reported quantitative trait loci for dry matter content and showed that multiple genomic regions govern this trait in D. alata. Our study offers valuable insights into the links between these key culinary traits and the underlying genetic basis in D. alata. These findings have practical implications for breeding programs aimed at enhancing the quality attributes of greater yam.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Frontiers in Plant Science
240 papers in training set
Top 0.4%
14.8%
2
BMC Plant Biology
47 papers in training set
Top 0.1%
12.4%
3
The Plant Genome
53 papers in training set
Top 0.1%
10.5%
4
Horticulture Research
43 papers in training set
Top 0.2%
10.5%
5
PLOS ONE
4510 papers in training set
Top 22%
8.4%
50% of probability mass above
6
Scientific Reports
3102 papers in training set
Top 12%
7.2%
7
Plant Biotechnology Journal
56 papers in training set
Top 0.4%
3.1%
8
Journal of Experimental Botany
195 papers in training set
Top 2%
2.1%
9
New Phytologist
309 papers in training set
Top 3%
1.9%
10
The Plant Journal
197 papers in training set
Top 2%
1.7%
11
Theoretical and Applied Genetics
46 papers in training set
Top 0.2%
1.7%
12
PLANTS, PEOPLE, PLANET
21 papers in training set
Top 0.4%
1.5%
13
Plant Direct
81 papers in training set
Top 1%
1.3%
14
Frontiers in Genetics
197 papers in training set
Top 6%
1.3%
15
PeerJ
261 papers in training set
Top 10%
1.2%
16
International Journal of Molecular Sciences
453 papers in training set
Top 12%
1.0%
17
Plant Physiology
217 papers in training set
Top 2%
1.0%
18
The Plant Phenome Journal
14 papers in training set
Top 0.2%
0.8%
19
Plants
39 papers in training set
Top 2%
0.8%
20
Plant Physiology and Biochemistry
17 papers in training set
Top 0.5%
0.7%
21
Crop Science
18 papers in training set
Top 0.3%
0.7%
22
Plant Science
25 papers in training set
Top 1%
0.7%
23
Journal of Agricultural and Food Chemistry
14 papers in training set
Top 1%
0.7%
24
Genomics, Proteomics & Bioinformatics
171 papers in training set
Top 6%
0.7%
25
Communications Biology
886 papers in training set
Top 26%
0.7%