Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters

Many marine ectotherms, especially those inhabiting highly variable intertidal zones, develop high phenotypic plasticity in response to rapid climate change by modulating gene expression levels. Herein, we examined the regulatory architecture of heat-responsive gene expression plasticity in oysters...

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Published in:Genes
Main Authors: Kexin Zhang, Jinpeng Wang, Fangfang Ding, Ruihui Shi, Wei Wang, Guofan Zhang, Li Li
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
Subjects:
Online Access:https://doi.org/10.3390/genes12071040
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spelling ftmdpi:oai:mdpi.com:/2073-4425/12/7/1040/ 2023-08-20T04:06:04+02:00 Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters Kexin Zhang Jinpeng Wang Fangfang Ding Ruihui Shi Wei Wang Guofan Zhang Li Li agris 2021-07-05 application/pdf https://doi.org/10.3390/genes12071040 EN eng Multidisciplinary Digital Publishing Institute Animal Genetics and Genomics https://dx.doi.org/10.3390/genes12071040 https://creativecommons.org/licenses/by/4.0/ Genes; Volume 12; Issue 7; Pages: 1040 oyster thermal adaption heat-responsive gene expression quantitative trait loci (eQTL) mapping distant regulatory locus Text 2021 ftmdpi https://doi.org/10.3390/genes12071040 2023-08-01T02:07:09Z Many marine ectotherms, especially those inhabiting highly variable intertidal zones, develop high phenotypic plasticity in response to rapid climate change by modulating gene expression levels. Herein, we examined the regulatory architecture of heat-responsive gene expression plasticity in oysters using expression quantitative trait loci (eQTL) analysis. Using a backcross family of Crassostrea gigas and its sister species Crassostrea angulata under acute stress, 56 distant regulatory regions accounting for 6–26.6% of the gene expression variation were identified for 19 heat-responsive genes. In total, 831 genes and 164 single nucleotide polymorphisms (SNPs) that could potentially regulate expression of the target genes were screened in the eQTL region. The association between three SNPs and the corresponding target genes was verified in an independent family. Specifically, Marker13973 was identified for heat shock protein (HSP) family A member 9 (HspA9). Ribosomal protein L10a (RPL10A) was detected approximately 2 kb downstream of the distant regulatory SNP. Further, Marker14346-48 and Marker14346-85 were in complete linkage disequilibrium and identified for autophagy-related gene 7 (ATG7). Nuclear respiratory factor 1 (NRF1) was detected approximately 3 kb upstream of the two SNPs. These results suggested regulatory relationships between RPL10A and HSPA9 and between NRF1 and ATG7. Our findings indicate that distant regulatory mutations play an important role in the regulation of gene expression plasticity by altering upstream regulatory factors in response to heat stress. The identified eQTLs provide candidate biomarkers for predicting the persistence of oysters under future climate change scenarios. Text Crassostrea gigas MDPI Open Access Publishing Genes 12 7 1040
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic oyster
thermal adaption
heat-responsive gene
expression quantitative trait loci (eQTL) mapping
distant regulatory locus
spellingShingle oyster
thermal adaption
heat-responsive gene
expression quantitative trait loci (eQTL) mapping
distant regulatory locus
Kexin Zhang
Jinpeng Wang
Fangfang Ding
Ruihui Shi
Wei Wang
Guofan Zhang
Li Li
Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
topic_facet oyster
thermal adaption
heat-responsive gene
expression quantitative trait loci (eQTL) mapping
distant regulatory locus
description Many marine ectotherms, especially those inhabiting highly variable intertidal zones, develop high phenotypic plasticity in response to rapid climate change by modulating gene expression levels. Herein, we examined the regulatory architecture of heat-responsive gene expression plasticity in oysters using expression quantitative trait loci (eQTL) analysis. Using a backcross family of Crassostrea gigas and its sister species Crassostrea angulata under acute stress, 56 distant regulatory regions accounting for 6–26.6% of the gene expression variation were identified for 19 heat-responsive genes. In total, 831 genes and 164 single nucleotide polymorphisms (SNPs) that could potentially regulate expression of the target genes were screened in the eQTL region. The association between three SNPs and the corresponding target genes was verified in an independent family. Specifically, Marker13973 was identified for heat shock protein (HSP) family A member 9 (HspA9). Ribosomal protein L10a (RPL10A) was detected approximately 2 kb downstream of the distant regulatory SNP. Further, Marker14346-48 and Marker14346-85 were in complete linkage disequilibrium and identified for autophagy-related gene 7 (ATG7). Nuclear respiratory factor 1 (NRF1) was detected approximately 3 kb upstream of the two SNPs. These results suggested regulatory relationships between RPL10A and HSPA9 and between NRF1 and ATG7. Our findings indicate that distant regulatory mutations play an important role in the regulation of gene expression plasticity by altering upstream regulatory factors in response to heat stress. The identified eQTLs provide candidate biomarkers for predicting the persistence of oysters under future climate change scenarios.
format Text
author Kexin Zhang
Jinpeng Wang
Fangfang Ding
Ruihui Shi
Wei Wang
Guofan Zhang
Li Li
author_facet Kexin Zhang
Jinpeng Wang
Fangfang Ding
Ruihui Shi
Wei Wang
Guofan Zhang
Li Li
author_sort Kexin Zhang
title Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
title_short Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
title_full Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
title_fullStr Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
title_full_unstemmed Identification of Distant Regulatory Elements Using Expression Quantitative Trait Loci Mapping for Heat-Responsive Genes in Oysters
title_sort identification of distant regulatory elements using expression quantitative trait loci mapping for heat-responsive genes in oysters
publisher Multidisciplinary Digital Publishing Institute
publishDate 2021
url https://doi.org/10.3390/genes12071040
op_coverage agris
genre Crassostrea gigas
genre_facet Crassostrea gigas
op_source Genes; Volume 12; Issue 7; Pages: 1040
op_relation Animal Genetics and Genomics
https://dx.doi.org/10.3390/genes12071040
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/genes12071040
container_title Genes
container_volume 12
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