Cargando…
A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations
Understanding the functional relevance of DNA variants is essential for all exome and genome sequencing projects. However, current mutagenesis cloning protocols require Sanger sequencing, and thus are prohibitively costly and labor-intensive. We describe a massively-parallel site-directed mutagenesi...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4263371/ https://www.ncbi.nlm.nih.gov/pubmed/25502805 http://dx.doi.org/10.1371/journal.pgen.1004819 |
_version_ | 1782348555830165504 |
---|---|
author | Wei, Xiaomu Das, Jishnu Fragoza, Robert Liang, Jin Bastos de Oliveira, Francisco M. Lee, Hao Ran Wang, Xiujuan Mort, Matthew Stenson, Peter D. Cooper, David N. Lipkin, Steven M. Smolka, Marcus B. Yu, Haiyuan |
author_facet | Wei, Xiaomu Das, Jishnu Fragoza, Robert Liang, Jin Bastos de Oliveira, Francisco M. Lee, Hao Ran Wang, Xiujuan Mort, Matthew Stenson, Peter D. Cooper, David N. Lipkin, Steven M. Smolka, Marcus B. Yu, Haiyuan |
author_sort | Wei, Xiaomu |
collection | PubMed |
description | Understanding the functional relevance of DNA variants is essential for all exome and genome sequencing projects. However, current mutagenesis cloning protocols require Sanger sequencing, and thus are prohibitively costly and labor-intensive. We describe a massively-parallel site-directed mutagenesis approach, “Clone-seq”, leveraging next-generation sequencing to rapidly and cost-effectively generate a large number of mutant alleles. Using Clone-seq, we further develop a comparative interactome-scanning pipeline integrating high-throughput GFP, yeast two-hybrid (Y2H), and mass spectrometry assays to systematically evaluate the functional impact of mutations on protein stability and interactions. We use this pipeline to show that disease mutations on protein-protein interaction interfaces are significantly more likely than those away from interfaces to disrupt corresponding interactions. We also find that mutation pairs with similar molecular phenotypes in terms of both protein stability and interactions are significantly more likely to cause the same disease than those with different molecular phenotypes, validating the in vivo biological relevance of our high-throughput GFP and Y2H assays, and indicating that both assays can be used to determine candidate disease mutations in the future. The general scheme of our experimental pipeline can be readily expanded to other types of interactome-mapping methods to comprehensively evaluate the functional relevance of all DNA variants, including those in non-coding regions. |
format | Online Article Text |
id | pubmed-4263371 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42633712014-12-19 A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations Wei, Xiaomu Das, Jishnu Fragoza, Robert Liang, Jin Bastos de Oliveira, Francisco M. Lee, Hao Ran Wang, Xiujuan Mort, Matthew Stenson, Peter D. Cooper, David N. Lipkin, Steven M. Smolka, Marcus B. Yu, Haiyuan PLoS Genet Research Article Understanding the functional relevance of DNA variants is essential for all exome and genome sequencing projects. However, current mutagenesis cloning protocols require Sanger sequencing, and thus are prohibitively costly and labor-intensive. We describe a massively-parallel site-directed mutagenesis approach, “Clone-seq”, leveraging next-generation sequencing to rapidly and cost-effectively generate a large number of mutant alleles. Using Clone-seq, we further develop a comparative interactome-scanning pipeline integrating high-throughput GFP, yeast two-hybrid (Y2H), and mass spectrometry assays to systematically evaluate the functional impact of mutations on protein stability and interactions. We use this pipeline to show that disease mutations on protein-protein interaction interfaces are significantly more likely than those away from interfaces to disrupt corresponding interactions. We also find that mutation pairs with similar molecular phenotypes in terms of both protein stability and interactions are significantly more likely to cause the same disease than those with different molecular phenotypes, validating the in vivo biological relevance of our high-throughput GFP and Y2H assays, and indicating that both assays can be used to determine candidate disease mutations in the future. The general scheme of our experimental pipeline can be readily expanded to other types of interactome-mapping methods to comprehensively evaluate the functional relevance of all DNA variants, including those in non-coding regions. Public Library of Science 2014-12-11 /pmc/articles/PMC4263371/ /pubmed/25502805 http://dx.doi.org/10.1371/journal.pgen.1004819 Text en © 2014 Wei et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Wei, Xiaomu Das, Jishnu Fragoza, Robert Liang, Jin Bastos de Oliveira, Francisco M. Lee, Hao Ran Wang, Xiujuan Mort, Matthew Stenson, Peter D. Cooper, David N. Lipkin, Steven M. Smolka, Marcus B. Yu, Haiyuan A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title | A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title_full | A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title_fullStr | A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title_full_unstemmed | A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title_short | A Massively Parallel Pipeline to Clone DNA Variants and Examine Molecular Phenotypes of Human Disease Mutations |
title_sort | massively parallel pipeline to clone dna variants and examine molecular phenotypes of human disease mutations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4263371/ https://www.ncbi.nlm.nih.gov/pubmed/25502805 http://dx.doi.org/10.1371/journal.pgen.1004819 |
work_keys_str_mv | AT weixiaomu amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT dasjishnu amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT fragozarobert amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT liangjin amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT bastosdeoliveirafranciscom amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT leehaoran amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT wangxiujuan amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT mortmatthew amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT stensonpeterd amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT cooperdavidn amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT lipkinstevenm amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT smolkamarcusb amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT yuhaiyuan amassivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT weixiaomu massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT dasjishnu massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT fragozarobert massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT liangjin massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT bastosdeoliveirafranciscom massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT leehaoran massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT wangxiujuan massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT mortmatthew massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT stensonpeterd massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT cooperdavidn massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT lipkinstevenm massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT smolkamarcusb massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations AT yuhaiyuan massivelyparallelpipelinetoclonednavariantsandexaminemolecularphenotypesofhumandiseasemutations |