Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome
Transposable elements (TEs) are repetitive elements that belong to a variety of functional classes and have an important role in shaping genome evolution. Around 50% of the human genome contains TEs, and they have been termed the “dark matter” of the genome because relatively little is known about t...
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doaj-469362eb57ba44c9b2f71ccdf26ec0172021-07-01T00:03:45ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-06-01226319631910.3390/ijms22126319Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the TranscriptomeSulev Koks0Abigail L. Pfaff1Vivien J. Bubb2John P. Quinn3Perron Institute for Neurological and Translational Science, Perth, WA 6009, AustraliaPerron Institute for Neurological and Translational Science, Perth, WA 6009, AustraliaDepartment of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UKDepartment of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UKTransposable elements (TEs) are repetitive elements that belong to a variety of functional classes and have an important role in shaping genome evolution. Around 50% of the human genome contains TEs, and they have been termed the “dark matter” of the genome because relatively little is known about their function. While TEs have been shown to participate in aberrant gene regulation and the pathogenesis of diseases, only a few studies have explored the systemic effect of TEs on gene expression. In the present study, we analysed whole genome sequences and blood whole transcriptome data from 570 individuals within the Parkinson’s Progressive Markers Initiative (PPMI) cohort to identify expression quantitative trait loci (eQTL) regulating genome-wide gene expression associated with TEs. We identified 2132 reference TEs that were polymorphic for their presence or absence in our study cohort. The presence or absence of the TE element could change the expression of the gene or gene clusters from zero to tens of thousands of copies of RNA. The main finding is that many TEs possess very strong regulatory effects, and they have the potential to modulate large genetic networks with hundreds of target genes over the genome. We illustrate the plethora of regulatory mechanisms using examples of their action at the <i>HLA</i> gene cluster and data showing different TEs’ convergence to modulate <i>WFS1</i> gene expression. In conclusion, the presence or absence of polymorphisms of TEs has an eminent genome-wide regulatory function with large effect size at the level of the whole transcriptome. The role of TEs in explaining, in part, the missing heritability for complex traits is convincing and should be considered.https://www.mdpi.com/1422-0067/22/12/6319transposable elementtranscriptomewhole genome sequencingwhole transcriptome analysisRNA-seqgene expression regulation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sulev Koks Abigail L. Pfaff Vivien J. Bubb John P. Quinn |
spellingShingle |
Sulev Koks Abigail L. Pfaff Vivien J. Bubb John P. Quinn Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome International Journal of Molecular Sciences transposable element transcriptome whole genome sequencing whole transcriptome analysis RNA-seq gene expression regulation |
author_facet |
Sulev Koks Abigail L. Pfaff Vivien J. Bubb John P. Quinn |
author_sort |
Sulev Koks |
title |
Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome |
title_short |
Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome |
title_full |
Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome |
title_fullStr |
Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome |
title_full_unstemmed |
Expression Quantitative Trait Loci (eQTLs) Associated with Retrotransposons Demonstrate their Modulatory Effect on the Transcriptome |
title_sort |
expression quantitative trait loci (eqtls) associated with retrotransposons demonstrate their modulatory effect on the transcriptome |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1661-6596 1422-0067 |
publishDate |
2021-06-01 |
description |
Transposable elements (TEs) are repetitive elements that belong to a variety of functional classes and have an important role in shaping genome evolution. Around 50% of the human genome contains TEs, and they have been termed the “dark matter” of the genome because relatively little is known about their function. While TEs have been shown to participate in aberrant gene regulation and the pathogenesis of diseases, only a few studies have explored the systemic effect of TEs on gene expression. In the present study, we analysed whole genome sequences and blood whole transcriptome data from 570 individuals within the Parkinson’s Progressive Markers Initiative (PPMI) cohort to identify expression quantitative trait loci (eQTL) regulating genome-wide gene expression associated with TEs. We identified 2132 reference TEs that were polymorphic for their presence or absence in our study cohort. The presence or absence of the TE element could change the expression of the gene or gene clusters from zero to tens of thousands of copies of RNA. The main finding is that many TEs possess very strong regulatory effects, and they have the potential to modulate large genetic networks with hundreds of target genes over the genome. We illustrate the plethora of regulatory mechanisms using examples of their action at the <i>HLA</i> gene cluster and data showing different TEs’ convergence to modulate <i>WFS1</i> gene expression. In conclusion, the presence or absence of polymorphisms of TEs has an eminent genome-wide regulatory function with large effect size at the level of the whole transcriptome. The role of TEs in explaining, in part, the missing heritability for complex traits is convincing and should be considered. |
topic |
transposable element transcriptome whole genome sequencing whole transcriptome analysis RNA-seq gene expression regulation |
url |
https://www.mdpi.com/1422-0067/22/12/6319 |
work_keys_str_mv |
AT sulevkoks expressionquantitativetraitlocieqtlsassociatedwithretrotransposonsdemonstratetheirmodulatoryeffectonthetranscriptome AT abigaillpfaff expressionquantitativetraitlocieqtlsassociatedwithretrotransposonsdemonstratetheirmodulatoryeffectonthetranscriptome AT vivienjbubb expressionquantitativetraitlocieqtlsassociatedwithretrotransposonsdemonstratetheirmodulatoryeffectonthetranscriptome AT johnpquinn expressionquantitativetraitlocieqtlsassociatedwithretrotransposonsdemonstratetheirmodulatoryeffectonthetranscriptome |
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1721349699827400704 |