Back

A stable genomic variant for photoperiodic flowering plasticity to enhance grain mold escape and yield stability in sorghum

Hodehou, D. A. T.; Diatta, C.; Bodian, S.; Ndour, M.; Sambakhe, D.; Sine, B.; Felderhoff, T.; Diouf, D.; Morris, G. P.; Kane, N. A.; Faye, J. M.

2026-04-04 genetics
10.64898/2026.04.01.715939 bioRxiv
Show abstract

Grain mold severely constrains sorghum [Sorghum bicolor (L.) Moench] productivity and grain quality in subhumid environments. Photoperiod-sensitive flowering plays a key role in mold avoidance and yield stability along north-south rainfall gradients. In response to the high susceptibility of elite cultivars in subhumid zones of Senegal, we developed and characterized a recombinant inbred line (RIL) population derived from Nganda (grain mold-susceptible) and Grinkan (photoperiod-sensitive) varieties. The population was evaluated across three distinct agro-ecological zones over two years. Environmental indices derived from genotype-environmental interactions, together with defined growth windows, strongly influenced flag leaf appearance (FLA), a photoperiodic flowering trait. Plasticity parameters (intercept and slope) for environmental indices, FLA, grain mold severity, and yield enabled identification of loci contributing to flowering response, mold resistance, and yield stability. The maturity gene Ma1 and two QTLs for FLA, qFLA6.2 and qFLA6.3, were identified, stable across environments, and colocalized with grain mold and yield QTLs. The wild-type Ma1 allele from Grinkan delayed FLA and reduced grain mold damage but was not associated with increased yield. The Ma1 effect was confirmed using the developed breeder-friendly KASP marker, Sbv3.1_06_40312464K, in 174 F3 three-way cross families. Photoperiod-sensitive lines with intermediate-to-late FLA alleles showed strong negative associations with mold damage. Overall, the identified stable loci and candidate lines provide foundations for effective molecular breeding of climate-resilient varieties. PLAIN LANGUAGE SUMMARYGrain mold is a fungal disease that reduces sorghum grain yield and quality, particularly in subhumid climates. With the limited number of resistant elite varieties, photoperiod-sensitive flowering to day length variation can contribute to grain mold escape at the end of rainy seasons. We characterized 286 sorghum recombinant inbred lines across three contrasting environments over two years along rainfall gradients in Senegal. Using flag leaf appearance (FLA), which is a photoperiodic flowering trait, strong genotype-environment interactions for FLA and genotypic plasticity were revealed. We identified and validated the common genomic locus associated with FLA variation and its plasticity across environments, the canonical maturity gene Ma1, which was influenced by temperature variation across environments. The presence of Ma1 in the background of photoperiod-sensitive lines enhances grain mold avoidance and yield stability along rainfall gradients in Senegal. CORE IDEASO_LIWe investigated photoperiodic flowering plasticity in sorghum as a contributor to grain mold resistance and yield stability along rainfall gradients. C_LIO_LIThe Maturity locus Ma1 (qFLA6.1) is the major contributor of photoperiodic flowering and its plasticity across semi-arid and subhumid environments. C_LIO_LIHybrid genotypes carrying two stable loci qFLA6.1 and qFLA6.2 sustain high grain mold avoidance in diverse environments. C_LIO_LIPhotoperiod-sensitive lines with medium to late flowering times are effective in avoiding grain mold, while maintaining yield stability in subhumid regions. C_LI

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Journal of Experimental Botany
195 papers in training set
Top 0.3%
12.2%
2
Frontiers in Plant Science
240 papers in training set
Top 0.8%
10.3%
3
G3 Genes|Genomes|Genetics
351 papers in training set
Top 0.2%
8.3%
4
Genetics
225 papers in training set
Top 0.6%
6.7%
5
BMC Plant Biology
47 papers in training set
Top 0.1%
6.2%
6
G3
33 papers in training set
Top 0.1%
4.8%
7
PLOS Genetics
756 papers in training set
Top 3%
4.8%
50% of probability mass above
8
Theoretical and Applied Genetics
46 papers in training set
Top 0.1%
4.8%
9
The Plant Genome
53 papers in training set
Top 0.2%
4.3%
10
Plant Biotechnology Journal
56 papers in training set
Top 0.3%
3.9%
11
Scientific Reports
3102 papers in training set
Top 38%
3.5%
12
G3: Genes, Genomes, Genetics
222 papers in training set
Top 0.2%
2.7%
13
Horticulture Research
43 papers in training set
Top 0.7%
2.7%
14
PLOS ONE
4510 papers in training set
Top 46%
2.4%
15
Frontiers in Genetics
197 papers in training set
Top 4%
2.0%
16
The Plant Journal
197 papers in training set
Top 2%
2.0%
17
Plant Disease
21 papers in training set
Top 0.2%
1.3%
18
Phytopathology®
28 papers in training set
Top 0.5%
1.2%
19
GENETICS
189 papers in training set
Top 1%
0.8%
20
Nature Communications
4913 papers in training set
Top 61%
0.8%
21
Plant Communications
35 papers in training set
Top 1%
0.7%
22
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 45%
0.7%
23
New Phytologist
309 papers in training set
Top 5%
0.7%
24
Communications Biology
886 papers in training set
Top 27%
0.7%