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Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases

OBJECTIVE: To systematically characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease risk haplotypes to modulate gene expression in...

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Autores principales: Fu, Yao, Kelly, Jennifer A., Gopalakrishnan, Jaanam, Pelikan, Richard C., Tessneer, Kandice L., Pasula, Satish, Grundahl, Kiely, Murphy, David A., Gaffney, Patrick M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462090/
https://www.ncbi.nlm.nih.gov/pubmed/37645944
http://dx.doi.org/10.1101/2023.08.17.553722
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author Fu, Yao
Kelly, Jennifer A.
Gopalakrishnan, Jaanam
Pelikan, Richard C.
Tessneer, Kandice L.
Pasula, Satish
Grundahl, Kiely
Murphy, David A.
Gaffney, Patrick M.
author_facet Fu, Yao
Kelly, Jennifer A.
Gopalakrishnan, Jaanam
Pelikan, Richard C.
Tessneer, Kandice L.
Pasula, Satish
Grundahl, Kiely
Murphy, David A.
Gaffney, Patrick M.
author_sort Fu, Yao
collection PubMed
description OBJECTIVE: To systematically characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease risk haplotypes to modulate gene expression in an allele dependent manner. METHODS: We designed a massively parallel reporter assay (MPRA) containing ~32K variants and transfected it into an Epstein-Barr virus transformed B cell line generated from an SLE case. RESULTS: Our study expands our understanding of hQTLs, illustrating that epigenetic QTLs are more likely to contribute to functional mechanisms than eQTLs and other variant types, and a large proportion of hQTLs overlap transcription start sites (TSS) of noncoding RNAs. In addition, we nominate 17 variants (including 11 novel) as putative causal variants for SLE and another 14 for various other AI diseases, prioritizing these variants for future functional studies primary and immortalized B cells. CONCLUSION: We uncover important insights into the mechanistic relationships between genotype, epigenetics, gene expression, and SLE and AI disease phenotypes.
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spelling pubmed-104620902023-08-29 Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases Fu, Yao Kelly, Jennifer A. Gopalakrishnan, Jaanam Pelikan, Richard C. Tessneer, Kandice L. Pasula, Satish Grundahl, Kiely Murphy, David A. Gaffney, Patrick M. bioRxiv Article OBJECTIVE: To systematically characterize the potential for histone post-translational modifications, i.e., histone quantitative trait loci (hQTLs), expression QTLs (eQTLs), and variants on systemic lupus erythematosus (SLE) and autoimmune (AI) disease risk haplotypes to modulate gene expression in an allele dependent manner. METHODS: We designed a massively parallel reporter assay (MPRA) containing ~32K variants and transfected it into an Epstein-Barr virus transformed B cell line generated from an SLE case. RESULTS: Our study expands our understanding of hQTLs, illustrating that epigenetic QTLs are more likely to contribute to functional mechanisms than eQTLs and other variant types, and a large proportion of hQTLs overlap transcription start sites (TSS) of noncoding RNAs. In addition, we nominate 17 variants (including 11 novel) as putative causal variants for SLE and another 14 for various other AI diseases, prioritizing these variants for future functional studies primary and immortalized B cells. CONCLUSION: We uncover important insights into the mechanistic relationships between genotype, epigenetics, gene expression, and SLE and AI disease phenotypes. Cold Spring Harbor Laboratory 2023-08-18 /pmc/articles/PMC10462090/ /pubmed/37645944 http://dx.doi.org/10.1101/2023.08.17.553722 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Fu, Yao
Kelly, Jennifer A.
Gopalakrishnan, Jaanam
Pelikan, Richard C.
Tessneer, Kandice L.
Pasula, Satish
Grundahl, Kiely
Murphy, David A.
Gaffney, Patrick M.
Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title_full Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title_fullStr Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title_full_unstemmed Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title_short Massively Parallel Reporter Assay Confirms Regulatory Potential of hQTLs and Reveals Important Variants in Lupus and Other Autoimmune Diseases
title_sort massively parallel reporter assay confirms regulatory potential of hqtls and reveals important variants in lupus and other autoimmune diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462090/
https://www.ncbi.nlm.nih.gov/pubmed/37645944
http://dx.doi.org/10.1101/2023.08.17.553722
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