Plant PhysiologyGenomicsPeer-reviewed journal article
eQTL regulating Transcript Levels Associated with Diverse Biological Processes in Tomato
Aashish RanjaniD, Jessica M Budke, Steven D Rowland, Daniel H ChitwoodiD, Ravi Kumar, Leonela CarriedoiD, Yasunori IchihashiiD, Kristina Zumstein, Julin N MaloofiD, Neelima R SinhaiD
Abstract
Variation in gene expression, in addition to sequence polymorphisms, is known to influence developmental, physiological and metabolic traits in plants. Genetic mapping populations have facilitated identification of expression Quantitative Trait Loci (eQTL), the genetic determinants of variation in gene expression patterns. We used an introgression population developed from the wild desert-adapted Solanum pennellii and domesticated tomato Solanum lycopersicum to identify the genetic basis of transcript level variation. We established the effect of each introgression on the transcriptome, and identified ~7,200 eQTL regulating the steady state transcript levels of 5,300 genes. Barnes-Hut t-distributed stochastic neighbor embedding clustering identified 42 modules revealing novel associations between transcript level patterns and biological processes. The results showed a complex genetic architecture of global transcript abundance pattern in tomato. Several genetic hotspots regulating a large number of transcript level patterns relating to diverse biological processes such as plant defense and photosynthesis were identified. Important eQTL regulating transcript level patterns were related to leaf number and complexity, and hypocotyl length. Genes associated with leaf development showed an inverse correlation with photosynthetic gene expression but eQTL regulating genes associated with leaf development and photosynthesis were dispersed across the genome. This comprehensive expression QTL analysis details the influence of these loci on plant phenotypes, and will be a valuable community resource for investigations on the genetic effects of eQTL on phenotypic traits in tomato.
- organism: plant (other)
- assay: bulk RNA-seq
- research focus: eQTL / molecular QTL mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The quantitative genetics of gene expression in Mimulus guttatus
J. K. Kelly·bioRxiv·Nov 21, 2023
- Genetic regulation of transcriptional variation in natural Arabidopsis thaliana accessions
Yanjun Zan, Xia Shen, … Orjan Carlborg·G3 Genes|Genomes|GeneticsPeer-reviewed·Aug 1, 2016
- The effects of introgression across thousands of quantitative traits revealed by gene expression in wild tomatoes
M. S. Hibbins, M. W. Hahn·bioRxiv·Jul 1, 2021
- Plasticity of maternal environment dependent expression-QTLs of tomato seeds
M. G. Sterken, H. Nijveen, … B. L. Snoek·bioRxiv·Mar 29, 2021
- Integration of QTL and transcriptome approaches for the identification of genes involved in tomato response to nitrogen deficiency
H. Desaint, A. Hereil, … M. Causse·bioRxiv·Oct 26, 2023
- Genetics of trans-regulatory variation in gene expression
Frank Wolfgang Albert, Joshua S. Bloom, … Leonid Kruglyak·eLifePeer-reviewed·Jul 16, 2018