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HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration

Huntington's disease (HD) is a progressive neurological disorder that is caused by polyglutamine expansion of the huntingtin (HTT) protein. With the hope to uncover key modifiers of disease, a focus of the field of HD research has been on characterizing HTT-interacting proteins (HIPs) and the e...

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Autores principales: Kennedy, Michelle A., Greco, Todd M., Song, Bokai, Cristea, Ileana M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Biochemistry and Molecular Biology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540350/
https://www.ncbi.nlm.nih.gov/pubmed/35932982
http://dx.doi.org/10.1016/j.mcpro.2022.100275
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author Kennedy, Michelle A.
Greco, Todd M.
Song, Bokai
Cristea, Ileana M.
author_facet Kennedy, Michelle A.
Greco, Todd M.
Song, Bokai
Cristea, Ileana M.
author_sort Kennedy, Michelle A.
collection PubMed
description Huntington's disease (HD) is a progressive neurological disorder that is caused by polyglutamine expansion of the huntingtin (HTT) protein. With the hope to uncover key modifiers of disease, a focus of the field of HD research has been on characterizing HTT-interacting proteins (HIPs) and the effect of the HTT polyglutamine expansion on the cellular omics landscape. However, while hundreds of studies have uncovered over 3000 potential HIPs to date, a means to interrogate these complementary interaction and omics datasets does not exist. The lack of a unified platform for exploring this breadth of potential HIPs and associated omics data represents a substantial barrier toward understanding the impact of HTT polyQ expansion and identifying interactions proximal to HD pathogenesis. Here, we describe the development of a web-based platform called HTT-OMNI (HTT OMics and Network Integration). This application facilitates the visualization and exploration of ∼3400 potential HTT interactors (from the HINT database) and their associated polyQ-dependent omics measurements, such as transcriptome and proteome abundances. Additionally, HTT-OMNI allows for the integration of user-generated datasets with existing HIPs and omic measurements. We first demonstrate the utility of HTT-OMNI for filtering existing HTT PPIs based on a variety of experimental metadata parameters, highlighting its capacity to select for HIPs detected in specific model organisms and tissues. Next, we leverage our application to visualize the relationships between HTT PPIs, genetic disease modifiers, and their multiomic landscape. Finally, we generate and analyze a previously unreported dataset of HTT PPIs, aimed at defining tissue-specific HTT interactions and the polyQ-dependent modulation of their relative stabilities in the cortex and striatum of HD mouse models.
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spelling pubmed-95403502022-10-14 HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration Kennedy, Michelle A. Greco, Todd M. Song, Bokai Cristea, Ileana M. Mol Cell Proteomics Technological Innovation and Resources Huntington's disease (HD) is a progressive neurological disorder that is caused by polyglutamine expansion of the huntingtin (HTT) protein. With the hope to uncover key modifiers of disease, a focus of the field of HD research has been on characterizing HTT-interacting proteins (HIPs) and the effect of the HTT polyglutamine expansion on the cellular omics landscape. However, while hundreds of studies have uncovered over 3000 potential HIPs to date, a means to interrogate these complementary interaction and omics datasets does not exist. The lack of a unified platform for exploring this breadth of potential HIPs and associated omics data represents a substantial barrier toward understanding the impact of HTT polyQ expansion and identifying interactions proximal to HD pathogenesis. Here, we describe the development of a web-based platform called HTT-OMNI (HTT OMics and Network Integration). This application facilitates the visualization and exploration of ∼3400 potential HTT interactors (from the HINT database) and their associated polyQ-dependent omics measurements, such as transcriptome and proteome abundances. Additionally, HTT-OMNI allows for the integration of user-generated datasets with existing HIPs and omic measurements. We first demonstrate the utility of HTT-OMNI for filtering existing HTT PPIs based on a variety of experimental metadata parameters, highlighting its capacity to select for HIPs detected in specific model organisms and tissues. Next, we leverage our application to visualize the relationships between HTT PPIs, genetic disease modifiers, and their multiomic landscape. Finally, we generate and analyze a previously unreported dataset of HTT PPIs, aimed at defining tissue-specific HTT interactions and the polyQ-dependent modulation of their relative stabilities in the cortex and striatum of HD mouse models. American Society for Biochemistry and Molecular Biology 2022-08-03 /pmc/articles/PMC9540350/ /pubmed/35932982 http://dx.doi.org/10.1016/j.mcpro.2022.100275 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Technological Innovation and Resources
Kennedy, Michelle A.
Greco, Todd M.
Song, Bokai
Cristea, Ileana M.
HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title_full HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title_fullStr HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title_full_unstemmed HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title_short HTT-OMNI: A Web-based Platform for Huntingtin Interaction Exploration and Multi-omics Data Integration
title_sort htt-omni: a web-based platform for huntingtin interaction exploration and multi-omics data integration
topic Technological Innovation and Resources
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540350/
https://www.ncbi.nlm.nih.gov/pubmed/35932982
http://dx.doi.org/10.1016/j.mcpro.2022.100275
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