Network Analysis Prioritizes and As the Candidate Genes for Major EQTL Hotspots in Seed Germination of
Overview
Molecular Biology
Authors
Affiliations
Seed germination is characterized by a constant change of gene expression across different time points. These changes are related to specific processes, which eventually determine the onset of seed germination. To get a better understanding on the regulation of gene expression during seed germination, we performed a quantitative trait locus mapping of gene expression (eQTL) at four important seed germination stages (primary dormant, after-ripened, six-hour after imbibition, and radicle protrusion stage) using Bay x Sha recombinant inbred lines (RILs). The mapping displayed the distinctness of the eQTL landscape for each stage. We found several eQTL hotspots across stages associated with the regulation of expression of a large number of genes. Interestingly, an eQTL hotspot on chromosome five collocates with hotspots for phenotypic and metabolic QTL in the same population. Finally, we constructed a gene co-expression network to prioritize the regulatory genes for two major eQTL hotspots. The network analysis prioritizes transcription factors and as the most likely regulatory genes for the hotspot. Together, we have revealed that the genetic regulation of gene expression is dynamic along the course of seed germination.
Rachappanavar V Mol Biol Rep. 2025; 52(1):204.
PMID: 39907946 DOI: 10.1007/s11033-025-10285-w.
Plasticity of maternal environment-dependent expression-QTLs of tomato seeds.
Sterken M, Nijveen H, van Zanten M, Jimenez-Gomez J, Geshnizjani N, Willems L Theor Appl Genet. 2023; 136(2):28.
PMID: 36810666 PMC: 9944408. DOI: 10.1007/s00122-023-04322-0.
Prioritizing candidate eQTL causal genes in Arabidopsis using RANDOM FORESTS.
Hartanto M, Sami A, de Ridder D, Nijveen H G3 (Bethesda). 2022; 12(11).
PMID: 36149290 PMC: 9635658. DOI: 10.1093/g3journal/jkac255.
Snoek B, Sterken M, Nijveen H, Volkers R, Riksen J, Rosenstiel P G3 (Bethesda). 2021; 11(10).
PMID: 34568931 PMC: 8496280. DOI: 10.1093/g3journal/jkab258.
Sevanthi A, Sinha S, V S, Rani M, Saini M, Kumari S Rice (N Y). 2021; 14(1):49.
PMID: 34089405 PMC: 8179884. DOI: 10.1186/s12284-021-00487-8.