Cargando…
Lung proteome and metabolome endotype in HIV-associated obstructive lung disease
PURPOSE: Obstructive lung disease is increasingly common among persons with HIV, both smokers and nonsmokers. We used aptamer proteomics to identify proteins and associated pathways in HIV-associated obstructive lung disease. METHODS: Bronchoalveolar lavage fluid (BALF) samples from 26 persons livin...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Respiratory Society
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026002/ https://www.ncbi.nlm.nih.gov/pubmed/36949960 http://dx.doi.org/10.1183/23120541.00332-2022 |
_version_ | 1784909454695727104 |
---|---|
author | Samorodnitsky, Sarah Lock, Eric F. Kruk, Monica Morris, Alison Leung, Janice M. Kunisaki, Ken M. Griffin, Timothy J. Wendt, Chris H. |
author_facet | Samorodnitsky, Sarah Lock, Eric F. Kruk, Monica Morris, Alison Leung, Janice M. Kunisaki, Ken M. Griffin, Timothy J. Wendt, Chris H. |
author_sort | Samorodnitsky, Sarah |
collection | PubMed |
description | PURPOSE: Obstructive lung disease is increasingly common among persons with HIV, both smokers and nonsmokers. We used aptamer proteomics to identify proteins and associated pathways in HIV-associated obstructive lung disease. METHODS: Bronchoalveolar lavage fluid (BALF) samples from 26 persons living with HIV with obstructive lung disease were matched to persons living with HIV without obstructive lung disease based on age, smoking status and antiretroviral treatment. 6414 proteins were measured using SomaScan® aptamer-based assay. We used sparse distance-weighted discrimination (sDWD) to test for a difference in protein expression and permutation tests to identify univariate associations between proteins and forced expiratory volume in 1 s % predicted (FEV(1) % pred). Significant proteins were entered into a pathway over-representation analysis. We also constructed protein-driven endotypes using K-means clustering and performed over-representation analysis on the proteins that were significantly different between clusters. We compared protein-associated clusters to those obtained from BALF and plasma metabolomics data on the same patient cohort. RESULTS: After filtering, we retained 3872 proteins for further analysis. Based on sDWD, protein expression was able to separate cases and controls. We found 575 proteins that were significantly correlated with FEV(1) % pred after multiple comparisons adjustment. We identified two protein-driven endotypes, one of which was associated with poor lung function, and found that insulin and apoptosis pathways were differentially represented. We found similar clusters driven by metabolomics in BALF but not plasma. CONCLUSION: Protein expression differs in persons living with HIV with and without obstructive lung disease. We were not able to identify specific pathways differentially expressed among patients based on FEV(1) % pred; however, we identified a unique protein endotype associated with insulin and apoptotic pathways. |
format | Online Article Text |
id | pubmed-10026002 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-100260022023-03-21 Lung proteome and metabolome endotype in HIV-associated obstructive lung disease Samorodnitsky, Sarah Lock, Eric F. Kruk, Monica Morris, Alison Leung, Janice M. Kunisaki, Ken M. Griffin, Timothy J. Wendt, Chris H. ERJ Open Res Original research articles PURPOSE: Obstructive lung disease is increasingly common among persons with HIV, both smokers and nonsmokers. We used aptamer proteomics to identify proteins and associated pathways in HIV-associated obstructive lung disease. METHODS: Bronchoalveolar lavage fluid (BALF) samples from 26 persons living with HIV with obstructive lung disease were matched to persons living with HIV without obstructive lung disease based on age, smoking status and antiretroviral treatment. 6414 proteins were measured using SomaScan® aptamer-based assay. We used sparse distance-weighted discrimination (sDWD) to test for a difference in protein expression and permutation tests to identify univariate associations between proteins and forced expiratory volume in 1 s % predicted (FEV(1) % pred). Significant proteins were entered into a pathway over-representation analysis. We also constructed protein-driven endotypes using K-means clustering and performed over-representation analysis on the proteins that were significantly different between clusters. We compared protein-associated clusters to those obtained from BALF and plasma metabolomics data on the same patient cohort. RESULTS: After filtering, we retained 3872 proteins for further analysis. Based on sDWD, protein expression was able to separate cases and controls. We found 575 proteins that were significantly correlated with FEV(1) % pred after multiple comparisons adjustment. We identified two protein-driven endotypes, one of which was associated with poor lung function, and found that insulin and apoptosis pathways were differentially represented. We found similar clusters driven by metabolomics in BALF but not plasma. CONCLUSION: Protein expression differs in persons living with HIV with and without obstructive lung disease. We were not able to identify specific pathways differentially expressed among patients based on FEV(1) % pred; however, we identified a unique protein endotype associated with insulin and apoptotic pathways. European Respiratory Society 2023-03-20 /pmc/articles/PMC10026002/ /pubmed/36949960 http://dx.doi.org/10.1183/23120541.00332-2022 Text en Copyright ©The authors 2023 https://creativecommons.org/licenses/by-nc/4.0/This version is distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. For commercial reproduction rights and permissions contact permissions@ersnet.org (mailto:permissions@ersnet.org) |
spellingShingle | Original research articles Samorodnitsky, Sarah Lock, Eric F. Kruk, Monica Morris, Alison Leung, Janice M. Kunisaki, Ken M. Griffin, Timothy J. Wendt, Chris H. Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title | Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title_full | Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title_fullStr | Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title_full_unstemmed | Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title_short | Lung proteome and metabolome endotype in HIV-associated obstructive lung disease |
title_sort | lung proteome and metabolome endotype in hiv-associated obstructive lung disease |
topic | Original research articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026002/ https://www.ncbi.nlm.nih.gov/pubmed/36949960 http://dx.doi.org/10.1183/23120541.00332-2022 |
work_keys_str_mv | AT samorodnitskysarah lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT lockericf lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT krukmonica lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT morrisalison lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT leungjanicem lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT kunisakikenm lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT griffintimothyj lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease AT wendtchrish lungproteomeandmetabolomeendotypeinhivassociatedobstructivelungdisease |