Cargando…
Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease
BACKGROUND: Alpha-1 Antitrypsin (AAT) deficiency (AATD), the most common genetic cause of emphysema presents with unexplained phenotypic heterogeneity in affected subjects. Our objectives to identify unique and shared AATD plasma biomarkers with chronic obstructive pulmonary disease (COPD) may expla...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507992/ https://www.ncbi.nlm.nih.gov/pubmed/36155958 http://dx.doi.org/10.1016/j.ebiom.2022.104262 |
_version_ | 1784796922717929472 |
---|---|
author | Serban, K.A. Pratte, K.A. Strange, C. Sandhaus, R.A. Turner, A.M. Beiko, T. Spittle, D.A. Maier, L. Hamzeh, N. Silverman, E.K. Hobbs, B.D. Hersh, C.P. DeMeo, D.L. Cho, M.H. Bowler, R.P. |
author_facet | Serban, K.A. Pratte, K.A. Strange, C. Sandhaus, R.A. Turner, A.M. Beiko, T. Spittle, D.A. Maier, L. Hamzeh, N. Silverman, E.K. Hobbs, B.D. Hersh, C.P. DeMeo, D.L. Cho, M.H. Bowler, R.P. |
author_sort | Serban, K.A. |
collection | PubMed |
description | BACKGROUND: Alpha-1 Antitrypsin (AAT) deficiency (AATD), the most common genetic cause of emphysema presents with unexplained phenotypic heterogeneity in affected subjects. Our objectives to identify unique and shared AATD plasma biomarkers with chronic obstructive pulmonary disease (COPD) may explain AATD phenotypic heterogeneity. METHODS: The plasma or serum of 5,924 subjects from four AATD and COPD cohorts were analyzed on SomaScan V4.0 platform. Using multivariable linear regression, inverse variance random-effects meta-analysis, and Least Absolute Shrinkage and Selection Operator (LASSO) regression we tested the association between 4,720 individual proteins or combined in a protein score with emphysema measured by 15th percentile lung density (PD15) or diffusion capacity (DLCO) in distinct AATD genotypes (Pi*ZZ, Pi*SZ, Pi*MZ) and non-AATD, PiMM COPD subjects. AAT SOMAmer accuracy for identifying AATD was tested using receiver operating characteristic curve analysis. FINDINGS: In PiZZ AATD subjects, 2 unique proteins were associated with PD15 and 98 proteins with DLCO. Of those, 68 were also associated with DLCO in COPD also and enriched for three cellular component pathways: insulin-like growth factor, lipid droplet, and myosin complex. PiMZ AATD subjects shared similar proteins associated with DLCO as COPD subjects. Our emphysema protein score included 262 SOMAmers and predicted emphysema in AATD and COPD subjects. SOMAmer AAT level <7.99 relative fluorescence unit (RFU) had 100% sensitivity and specificity for identifying Pi*ZZ, but it was lower for other AATD genotypes. INTERPRETATION: Using SomaScan, we identified unique and shared plasma biomarkers between AATD and COPD subjects and generated a protein score that strongly associates with emphysema in COPD and AATD. Furthermore, we discovered unique biomarkers associated with DLCO and emphysema in PiZZ AATD. FUNDING: This work was supported by a grant from the Alpha-1 Foundation to RPB. COPDGene was supported by Award U01 HL089897 and U01 HL089856 from the National Heart, Lung, and Blood Institute. Proteomics for COPDGene was supported by NIH 1R01HL137995. GRADS was supported by Award U01HL112707, U01 HL112695 from the National Heart, Lung, and Blood Institute, and UL1TRR002535 to CCTSI; QUANTUM-1 was supported by the National Heart Lung and Blood Institute, the Office of Rare Diseases through the Rare Lung Disease Clinical Research Network (1 U54 RR019498-01, Trapnell PI), and the Alpha-1 Foundation. COPDGene is also supported by the COPD Foundation through contributions made to an Industry Advisory Board that has included AstraZeneca, Bayer Pharmaceuticals, Boehringer-Ingelheim, Genentech, GlaxoSmithKline, Novartis, Pfizer, and Sunovion. |
format | Online Article Text |
id | pubmed-9507992 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-95079922022-09-25 Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease Serban, K.A. Pratte, K.A. Strange, C. Sandhaus, R.A. Turner, A.M. Beiko, T. Spittle, D.A. Maier, L. Hamzeh, N. Silverman, E.K. Hobbs, B.D. Hersh, C.P. DeMeo, D.L. Cho, M.H. Bowler, R.P. eBioMedicine Articles BACKGROUND: Alpha-1 Antitrypsin (AAT) deficiency (AATD), the most common genetic cause of emphysema presents with unexplained phenotypic heterogeneity in affected subjects. Our objectives to identify unique and shared AATD plasma biomarkers with chronic obstructive pulmonary disease (COPD) may explain AATD phenotypic heterogeneity. METHODS: The plasma or serum of 5,924 subjects from four AATD and COPD cohorts were analyzed on SomaScan V4.0 platform. Using multivariable linear regression, inverse variance random-effects meta-analysis, and Least Absolute Shrinkage and Selection Operator (LASSO) regression we tested the association between 4,720 individual proteins or combined in a protein score with emphysema measured by 15th percentile lung density (PD15) or diffusion capacity (DLCO) in distinct AATD genotypes (Pi*ZZ, Pi*SZ, Pi*MZ) and non-AATD, PiMM COPD subjects. AAT SOMAmer accuracy for identifying AATD was tested using receiver operating characteristic curve analysis. FINDINGS: In PiZZ AATD subjects, 2 unique proteins were associated with PD15 and 98 proteins with DLCO. Of those, 68 were also associated with DLCO in COPD also and enriched for three cellular component pathways: insulin-like growth factor, lipid droplet, and myosin complex. PiMZ AATD subjects shared similar proteins associated with DLCO as COPD subjects. Our emphysema protein score included 262 SOMAmers and predicted emphysema in AATD and COPD subjects. SOMAmer AAT level <7.99 relative fluorescence unit (RFU) had 100% sensitivity and specificity for identifying Pi*ZZ, but it was lower for other AATD genotypes. INTERPRETATION: Using SomaScan, we identified unique and shared plasma biomarkers between AATD and COPD subjects and generated a protein score that strongly associates with emphysema in COPD and AATD. Furthermore, we discovered unique biomarkers associated with DLCO and emphysema in PiZZ AATD. FUNDING: This work was supported by a grant from the Alpha-1 Foundation to RPB. COPDGene was supported by Award U01 HL089897 and U01 HL089856 from the National Heart, Lung, and Blood Institute. Proteomics for COPDGene was supported by NIH 1R01HL137995. GRADS was supported by Award U01HL112707, U01 HL112695 from the National Heart, Lung, and Blood Institute, and UL1TRR002535 to CCTSI; QUANTUM-1 was supported by the National Heart Lung and Blood Institute, the Office of Rare Diseases through the Rare Lung Disease Clinical Research Network (1 U54 RR019498-01, Trapnell PI), and the Alpha-1 Foundation. COPDGene is also supported by the COPD Foundation through contributions made to an Industry Advisory Board that has included AstraZeneca, Bayer Pharmaceuticals, Boehringer-Ingelheim, Genentech, GlaxoSmithKline, Novartis, Pfizer, and Sunovion. Elsevier 2022-09-22 /pmc/articles/PMC9507992/ /pubmed/36155958 http://dx.doi.org/10.1016/j.ebiom.2022.104262 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Serban, K.A. Pratte, K.A. Strange, C. Sandhaus, R.A. Turner, A.M. Beiko, T. Spittle, D.A. Maier, L. Hamzeh, N. Silverman, E.K. Hobbs, B.D. Hersh, C.P. DeMeo, D.L. Cho, M.H. Bowler, R.P. Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title | Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title_full | Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title_fullStr | Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title_full_unstemmed | Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title_short | Unique and shared systemic biomarkers for emphysema in Alpha-1 Antitrypsin deficiency and chronic obstructive pulmonary disease |
title_sort | unique and shared systemic biomarkers for emphysema in alpha-1 antitrypsin deficiency and chronic obstructive pulmonary disease |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507992/ https://www.ncbi.nlm.nih.gov/pubmed/36155958 http://dx.doi.org/10.1016/j.ebiom.2022.104262 |
work_keys_str_mv | AT serbanka uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT pratteka uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT strangec uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT sandhausra uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT turneram uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT beikot uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT spittleda uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT maierl uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT hamzehn uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT silvermanek uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT hobbsbd uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT hershcp uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT demeodl uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT chomh uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease AT bowlerrp uniqueandsharedsystemicbiomarkersforemphysemainalpha1antitrypsindeficiencyandchronicobstructivepulmonarydisease |