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Cost-Effective Mapping of Genetic Interactions in Mammalian Cells

Comprehensive maps of genetic interactions in mammalian cells are daunting to construct because of the large number of potential interactions, ~ 2 × 10(8) for protein coding genes. We previously used co-inheritance of distant genes from published radiation hybrid (RH) datasets to identify genetic in...

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Autores principales: Khan, Arshad H., Smith, Desmond J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381747/
https://www.ncbi.nlm.nih.gov/pubmed/34434222
http://dx.doi.org/10.3389/fgene.2021.703738
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author Khan, Arshad H.
Smith, Desmond J.
author_facet Khan, Arshad H.
Smith, Desmond J.
author_sort Khan, Arshad H.
collection PubMed
description Comprehensive maps of genetic interactions in mammalian cells are daunting to construct because of the large number of potential interactions, ~ 2 × 10(8) for protein coding genes. We previously used co-inheritance of distant genes from published radiation hybrid (RH) datasets to identify genetic interactions. However, it was necessary to combine six legacy datasets from four species to obtain adequate statistical power. Mapping resolution was also limited by the low density PCR genotyping. Here, we employ shallow sequencing of nascent human RH clones as an economical approach to constructing interaction maps. In this initial study, 15 clones were analyzed, enabling construction of a network with 225 genes and 2,359 interactions (FDR < 0.05). Despite its small size, the network showed significant overlap with the previous RH network and with a protein-protein interaction network. Consumables were ≲$50 per clone, showing that affordable, high quality genetic interaction maps are feasible in mammalian cells.
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spelling pubmed-83817472021-08-24 Cost-Effective Mapping of Genetic Interactions in Mammalian Cells Khan, Arshad H. Smith, Desmond J. Front Genet Genetics Comprehensive maps of genetic interactions in mammalian cells are daunting to construct because of the large number of potential interactions, ~ 2 × 10(8) for protein coding genes. We previously used co-inheritance of distant genes from published radiation hybrid (RH) datasets to identify genetic interactions. However, it was necessary to combine six legacy datasets from four species to obtain adequate statistical power. Mapping resolution was also limited by the low density PCR genotyping. Here, we employ shallow sequencing of nascent human RH clones as an economical approach to constructing interaction maps. In this initial study, 15 clones were analyzed, enabling construction of a network with 225 genes and 2,359 interactions (FDR < 0.05). Despite its small size, the network showed significant overlap with the previous RH network and with a protein-protein interaction network. Consumables were ≲$50 per clone, showing that affordable, high quality genetic interaction maps are feasible in mammalian cells. Frontiers Media S.A. 2021-08-05 /pmc/articles/PMC8381747/ /pubmed/34434222 http://dx.doi.org/10.3389/fgene.2021.703738 Text en Copyright © 2021 Khan and Smith. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Khan, Arshad H.
Smith, Desmond J.
Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title_full Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title_fullStr Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title_full_unstemmed Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title_short Cost-Effective Mapping of Genetic Interactions in Mammalian Cells
title_sort cost-effective mapping of genetic interactions in mammalian cells
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8381747/
https://www.ncbi.nlm.nih.gov/pubmed/34434222
http://dx.doi.org/10.3389/fgene.2021.703738
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