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After the Infection: A Survey of Pathogens and Non-communicable Human Disease
There are many well-established relationships between pathogens and human disease, but far fewer when focusing on non-communicable diseases (NCDs). We leverage data from The UK Biobank and TriNetX to perform a systematic survey across 20 pathogens and 426 diseases, focused primarily on NCDs. To this...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516055/ https://www.ncbi.nlm.nih.gov/pubmed/37745430 http://dx.doi.org/10.1101/2023.09.14.23295428 |
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author | Lape, Michael Schnell, Daniel Parameswaran, Sreeja Ernst, Kevin Salomonis, Nathan Martin, Lisa J. Harnett, Brett M. Kottyan, Leah C. Weirauch, Matthew T. |
author_facet | Lape, Michael Schnell, Daniel Parameswaran, Sreeja Ernst, Kevin Salomonis, Nathan Martin, Lisa J. Harnett, Brett M. Kottyan, Leah C. Weirauch, Matthew T. |
author_sort | Lape, Michael |
collection | PubMed |
description | There are many well-established relationships between pathogens and human disease, but far fewer when focusing on non-communicable diseases (NCDs). We leverage data from The UK Biobank and TriNetX to perform a systematic survey across 20 pathogens and 426 diseases, focused primarily on NCDs. To this end, we assess the association between disease status and infection history proxies. We identify 206 pathogen-disease pairs that replicate in both cohorts. We replicate many established relationships, including Helicobacter pylori with several gastroenterological diseases, and connections between Epstein-Barr virus with multiple sclerosis and lupus. Overall, our approach identified evidence of association for 15 of the pathogens and 96 distinct diseases, including a currently controversial link between human cytomegalovirus (CMV) and ulcerative colitis (UC). We validate this connection through two orthogonal analyses, revealing increased CMV gene expression in UC patients and enrichment for UC genetic risk signal near human genes that have altered expression upon CMV infection. Collectively, these results form a foundation for future investigations into mechanistic roles played by pathogens in disease. |
format | Online Article Text |
id | pubmed-10516055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105160552023-09-23 After the Infection: A Survey of Pathogens and Non-communicable Human Disease Lape, Michael Schnell, Daniel Parameswaran, Sreeja Ernst, Kevin Salomonis, Nathan Martin, Lisa J. Harnett, Brett M. Kottyan, Leah C. Weirauch, Matthew T. medRxiv Article There are many well-established relationships between pathogens and human disease, but far fewer when focusing on non-communicable diseases (NCDs). We leverage data from The UK Biobank and TriNetX to perform a systematic survey across 20 pathogens and 426 diseases, focused primarily on NCDs. To this end, we assess the association between disease status and infection history proxies. We identify 206 pathogen-disease pairs that replicate in both cohorts. We replicate many established relationships, including Helicobacter pylori with several gastroenterological diseases, and connections between Epstein-Barr virus with multiple sclerosis and lupus. Overall, our approach identified evidence of association for 15 of the pathogens and 96 distinct diseases, including a currently controversial link between human cytomegalovirus (CMV) and ulcerative colitis (UC). We validate this connection through two orthogonal analyses, revealing increased CMV gene expression in UC patients and enrichment for UC genetic risk signal near human genes that have altered expression upon CMV infection. Collectively, these results form a foundation for future investigations into mechanistic roles played by pathogens in disease. Cold Spring Harbor Laboratory 2023-09-14 /pmc/articles/PMC10516055/ /pubmed/37745430 http://dx.doi.org/10.1101/2023.09.14.23295428 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Lape, Michael Schnell, Daniel Parameswaran, Sreeja Ernst, Kevin Salomonis, Nathan Martin, Lisa J. Harnett, Brett M. Kottyan, Leah C. Weirauch, Matthew T. After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title | After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title_full | After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title_fullStr | After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title_full_unstemmed | After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title_short | After the Infection: A Survey of Pathogens and Non-communicable Human Disease |
title_sort | after the infection: a survey of pathogens and non-communicable human disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516055/ https://www.ncbi.nlm.nih.gov/pubmed/37745430 http://dx.doi.org/10.1101/2023.09.14.23295428 |
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