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Genome-wide identification of eQTL-associated lncRNAs in melon and their role in fruit cracking
by
Mohammadi, Parisa
, Soorni, Aboozar
in
631/114
/ 631/208
/ 631/337
/ 631/449
/ 631/61
/ Abscisic acid
/ Biosynthesis
/ Calcium signalling
/ Calmodulin
/ Cell Wall - genetics
/ Cell Wall - metabolism
/ Cell walls
/ Cellular stress response
/ co-expression networks
/ Cucumis melo
/ Cucumis melo - genetics
/ Cucurbitaceae - genetics
/ Economic importance
/ Environmental factors
/ Enzymes
/ eQTLs
/ Fruit - genetics
/ fruit cracking
/ Fruits
/ Gene expression
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Gene Regulatory Networks
/ Genome-Wide Association Study
/ Harvesting
/ Humanities and Social Sciences
/ Inbreeding
/ Lignin
/ lncRNAs
/ Metabolism
/ Morphogenesis
/ multidisciplinary
/ Non-coding RNA
/ Polymorphism, Single Nucleotide
/ Post-harvest decay
/ Quantitative Trait Loci
/ RNA, Long Noncoding - genetics
/ Science
/ Science (multidisciplinary)
/ Single-nucleotide polymorphism
/ Skin
/ SNP
/ Sustainable agriculture
/ Transcription factors
/ Transcriptomes
2026
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Genome-wide identification of eQTL-associated lncRNAs in melon and their role in fruit cracking
by
Mohammadi, Parisa
, Soorni, Aboozar
in
631/114
/ 631/208
/ 631/337
/ 631/449
/ 631/61
/ Abscisic acid
/ Biosynthesis
/ Calcium signalling
/ Calmodulin
/ Cell Wall - genetics
/ Cell Wall - metabolism
/ Cell walls
/ Cellular stress response
/ co-expression networks
/ Cucumis melo
/ Cucumis melo - genetics
/ Cucurbitaceae - genetics
/ Economic importance
/ Environmental factors
/ Enzymes
/ eQTLs
/ Fruit - genetics
/ fruit cracking
/ Fruits
/ Gene expression
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Gene Regulatory Networks
/ Genome-Wide Association Study
/ Harvesting
/ Humanities and Social Sciences
/ Inbreeding
/ Lignin
/ lncRNAs
/ Metabolism
/ Morphogenesis
/ multidisciplinary
/ Non-coding RNA
/ Polymorphism, Single Nucleotide
/ Post-harvest decay
/ Quantitative Trait Loci
/ RNA, Long Noncoding - genetics
/ Science
/ Science (multidisciplinary)
/ Single-nucleotide polymorphism
/ Skin
/ SNP
/ Sustainable agriculture
/ Transcription factors
/ Transcriptomes
2026
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Genome-wide identification of eQTL-associated lncRNAs in melon and their role in fruit cracking
by
Mohammadi, Parisa
, Soorni, Aboozar
in
631/114
/ 631/208
/ 631/337
/ 631/449
/ 631/61
/ Abscisic acid
/ Biosynthesis
/ Calcium signalling
/ Calmodulin
/ Cell Wall - genetics
/ Cell Wall - metabolism
/ Cell walls
/ Cellular stress response
/ co-expression networks
/ Cucumis melo
/ Cucumis melo - genetics
/ Cucurbitaceae - genetics
/ Economic importance
/ Environmental factors
/ Enzymes
/ eQTLs
/ Fruit - genetics
/ fruit cracking
/ Fruits
/ Gene expression
/ Gene Expression Profiling
/ Gene Expression Regulation, Plant
/ Gene Regulatory Networks
/ Genome-Wide Association Study
/ Harvesting
/ Humanities and Social Sciences
/ Inbreeding
/ Lignin
/ lncRNAs
/ Metabolism
/ Morphogenesis
/ multidisciplinary
/ Non-coding RNA
/ Polymorphism, Single Nucleotide
/ Post-harvest decay
/ Quantitative Trait Loci
/ RNA, Long Noncoding - genetics
/ Science
/ Science (multidisciplinary)
/ Single-nucleotide polymorphism
/ Skin
/ SNP
/ Sustainable agriculture
/ Transcription factors
/ Transcriptomes
2026
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Genome-wide identification of eQTL-associated lncRNAs in melon and their role in fruit cracking
Journal Article
Genome-wide identification of eQTL-associated lncRNAs in melon and their role in fruit cracking
2026
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Overview
Melon (
Cucumis melo
L.) is an economically important crop whose production is severely affected by fruit cracking, a disorder that leads to substantial post-harvest losses. While environmental factors are known contributors, the roles of long non-coding RNAs (lncRNAs), SNPs, and eQTLs in melon cracking remain poorly understood. This study aimed to characterize these molecular regulators to elucidate their functions in cracking susceptibility. Through transcriptome analysis of 112 melon recombinant inbred lines (RILs), we identified 341 high-confidence lncRNAs. Functional enrichment linked them to metabolic processes, cell wall remodeling, and stress responses. Co-expression networks revealed interactions between lncRNAs and key transcription factors (MYB, WRKY, NAC) and cell wall-related genes (
EXP
,
XTH
,
AQP
). eQTL analysis identified 10 lncRNAs associated with fruit cracking, with two (MSTRG.4395 and MSTRG.623) showing strong regulatory links to auxin-related (ILR1) and calcium-signaling (calmodulin) genes. SNPs in these loci significantly influenced lncRNA expression, suggesting roles in hormonal and structural pathways affecting cracking. This study provides the first genome-wide characterization of lncRNAs and eQTLs in melon fruit cracking, uncovering their regulatory roles in cell wall integrity, hormone signaling, and stress response. The identified lncRNA-mRNA networks and candidate SNPs offer potential molecular markers for breeding crack-resistant melon varieties, contributing to sustainable agriculture and reduced post-harvest losses.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
Subject
/ 631/208
/ 631/337
/ 631/449
/ 631/61
/ Enzymes
/ eQTLs
/ Fruits
/ Gene Expression Regulation, Plant
/ Genome-Wide Association Study
/ Humanities and Social Sciences
/ Lignin
/ lncRNAs
/ Polymorphism, Single Nucleotide
/ RNA, Long Noncoding - genetics
/ Science
/ Single-nucleotide polymorphism
/ Skin
/ SNP
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