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Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia
Children with biliary atresia (BA) often develop portal hypertension (PHT) and its complications, which are associated with high morbidity and mortality. The goal of this study was to identify serum biomarkers of PHT by using large‐scale proteomics. We applied the slow off‐rate modified aptamer scan...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035582/ https://www.ncbi.nlm.nih.gov/pubmed/34962102 http://dx.doi.org/10.1002/hep4.1878 |
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author | Osborn, Julie Mourya, Reena Thanekar, Unmesha Su, Weizhe Fei, Lin Shivakumar, Pranavkumar Bezerra, Jorge A. |
author_facet | Osborn, Julie Mourya, Reena Thanekar, Unmesha Su, Weizhe Fei, Lin Shivakumar, Pranavkumar Bezerra, Jorge A. |
author_sort | Osborn, Julie |
collection | PubMed |
description | Children with biliary atresia (BA) often develop portal hypertension (PHT) and its complications, which are associated with high morbidity and mortality. The goal of this study was to identify serum biomarkers of PHT by using large‐scale proteomics. We applied the slow off‐rate modified aptamer scan (SOMAscan) to measure 1,305 proteins in serum samples of children with BA with and without clinical evidence of PHT in validation and discovery cohorts enrolled in the Biliary Atresia Study of Infants and Children. Serum proteomics data was analyzed using logistic regression to identify protein(s) with an area under the receiver operating characteristic curve (AUROC) ≥ 0.90. Immunostaining was used to characterize the cellular localization of the new biomarker proteins in liver tissues. We identified nine proteins in the discovery cohort (n = 40 subjects) and five proteins in the validation cohort (n = 80 subjects) that individually or in combination predicted clinical PHT with AUROCs ≥ 0.90. Merging the two cohorts, we found that semaphorin 6B (SEMA6B) alone and three other protein combinations (SEMA6B+secreted frizzle protein 3 [SFRP3], SEMA6B+COMM domain containing 7 [COMMD7], and vascular cell adhesion molecule 1 [VCAM1]+BMX nonreceptor tyrosine kinase [BMX]) had AUROCs ≥ 0.90 in both cohorts, with high positive‐ and negative‐predictive values. Immunostaining of the new protein biomarkers showed increased expression in hepatic endothelial cells, cholangiocytes, and immune cells within portal triads in BA livers with clinical PHT compared to healthy livers. Conclusion: Large‐scale proteomics identified SEMA6B, SFRP3, COMMD7, BMX, and VCAM1 as biomarkers highly associated with clinical PHT in BA. The expression of the biomarkers in hepatic epithelial, endothelial, and immune cells support their potential role in the pathophysiology of PHT. |
format | Online Article Text |
id | pubmed-9035582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90355822022-04-27 Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia Osborn, Julie Mourya, Reena Thanekar, Unmesha Su, Weizhe Fei, Lin Shivakumar, Pranavkumar Bezerra, Jorge A. Hepatol Commun Original Articles Children with biliary atresia (BA) often develop portal hypertension (PHT) and its complications, which are associated with high morbidity and mortality. The goal of this study was to identify serum biomarkers of PHT by using large‐scale proteomics. We applied the slow off‐rate modified aptamer scan (SOMAscan) to measure 1,305 proteins in serum samples of children with BA with and without clinical evidence of PHT in validation and discovery cohorts enrolled in the Biliary Atresia Study of Infants and Children. Serum proteomics data was analyzed using logistic regression to identify protein(s) with an area under the receiver operating characteristic curve (AUROC) ≥ 0.90. Immunostaining was used to characterize the cellular localization of the new biomarker proteins in liver tissues. We identified nine proteins in the discovery cohort (n = 40 subjects) and five proteins in the validation cohort (n = 80 subjects) that individually or in combination predicted clinical PHT with AUROCs ≥ 0.90. Merging the two cohorts, we found that semaphorin 6B (SEMA6B) alone and three other protein combinations (SEMA6B+secreted frizzle protein 3 [SFRP3], SEMA6B+COMM domain containing 7 [COMMD7], and vascular cell adhesion molecule 1 [VCAM1]+BMX nonreceptor tyrosine kinase [BMX]) had AUROCs ≥ 0.90 in both cohorts, with high positive‐ and negative‐predictive values. Immunostaining of the new protein biomarkers showed increased expression in hepatic endothelial cells, cholangiocytes, and immune cells within portal triads in BA livers with clinical PHT compared to healthy livers. Conclusion: Large‐scale proteomics identified SEMA6B, SFRP3, COMMD7, BMX, and VCAM1 as biomarkers highly associated with clinical PHT in BA. The expression of the biomarkers in hepatic epithelial, endothelial, and immune cells support their potential role in the pathophysiology of PHT. John Wiley and Sons Inc. 2021-12-27 /pmc/articles/PMC9035582/ /pubmed/34962102 http://dx.doi.org/10.1002/hep4.1878 Text en © 2021 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Osborn, Julie Mourya, Reena Thanekar, Unmesha Su, Weizhe Fei, Lin Shivakumar, Pranavkumar Bezerra, Jorge A. Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title | Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title_full | Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title_fullStr | Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title_full_unstemmed | Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title_short | Serum Proteomics Uncovers Biomarkers of Clinical Portal Hypertension in Children With Biliary Atresia |
title_sort | serum proteomics uncovers biomarkers of clinical portal hypertension in children with biliary atresia |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035582/ https://www.ncbi.nlm.nih.gov/pubmed/34962102 http://dx.doi.org/10.1002/hep4.1878 |
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