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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Main Authors: Sulev Koks, Abigail L. Pfaff, Vivien J. Bubb, John P. Quinn
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/12/6319
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spelling 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
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