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The plasma degradome reflects later development of NASH fibrosis after liver transplant
Although liver transplantation (LT) is an effective therapy for cirrhosis, the risk of post-LT NASH is alarmingly high and is associated with accelerated progression to fibrosis/cirrhosis, cardiovascular disease and decreased survival. Lack of risk stratification strategies hampers early interventio...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282030/ https://www.ncbi.nlm.nih.gov/pubmed/37340062 http://dx.doi.org/10.1038/s41598-023-36867-x |
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author | Li, Jiang Sato, Toshifumi Hernández-Tejero, María Beier, Juliane I. Sayed, Khaled Benos, Panayiotis V. Wilkey, Daniel W. Humar, Abhinav Merchant, Michael L. Duarte-Rojo, Andres Arteel, Gavin E. |
author_facet | Li, Jiang Sato, Toshifumi Hernández-Tejero, María Beier, Juliane I. Sayed, Khaled Benos, Panayiotis V. Wilkey, Daniel W. Humar, Abhinav Merchant, Michael L. Duarte-Rojo, Andres Arteel, Gavin E. |
author_sort | Li, Jiang |
collection | PubMed |
description | Although liver transplantation (LT) is an effective therapy for cirrhosis, the risk of post-LT NASH is alarmingly high and is associated with accelerated progression to fibrosis/cirrhosis, cardiovascular disease and decreased survival. Lack of risk stratification strategies hampers early intervention against development of post-LT NASH fibrosis. The liver undergoes significant remodeling during inflammatory injury. During such remodeling, degraded peptide fragments (i.e., ‘degradome’) of the ECM and other proteins increase in plasma, making it a useful diagnostic/prognostic tool in chronic liver disease. To investigate whether liver injury caused by post-LT NASH would yield a unique degradome profile that is predictive of severe post-LT NASH fibrosis, a retrospective analysis of 22 biobanked samples from the Starzl Transplantation Institute (12 with post-LT NASH after 5 years and 10 without) was performed. Total plasma peptides were isolated and analyzed by 1D-LC–MS/MS analysis using a Proxeon EASY-nLC 1000 UHPLC and nanoelectrospray ionization into an Orbitrap Elite mass spectrometer. Qualitative and quantitative peptide features data were developed from MSn datasets using PEAKS Studio X (v10). LC–MS/MS yielded ~ 2700 identifiable peptide features based on the results from Peaks Studio analysis. Several peptides were significantly altered in patients that later developed fibrosis and heatmap analysis of the top 25 most significantly changed peptides, most of which were ECM-derived, clustered the 2 patient groups well. Supervised modeling of the dataset indicated that a fraction of the total peptide signal (~ 15%) could explain the differences between the groups, indicating a strong potential for representative biomarker selection. A similar degradome profile was observed when the plasma degradome patterns were compared being obesity sensitive (C57Bl6/J) and insensitive (AJ) mouse strains. The plasma degradome profile of post-LT patients yielded stark difference based on later development of post-LT NASH fibrosis. This approach could yield new “fingerprints” that can serve as minimally-invasive biomarkers of negative outcomes post-LT. |
format | Online Article Text |
id | pubmed-10282030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102820302023-06-22 The plasma degradome reflects later development of NASH fibrosis after liver transplant Li, Jiang Sato, Toshifumi Hernández-Tejero, María Beier, Juliane I. Sayed, Khaled Benos, Panayiotis V. Wilkey, Daniel W. Humar, Abhinav Merchant, Michael L. Duarte-Rojo, Andres Arteel, Gavin E. Sci Rep Article Although liver transplantation (LT) is an effective therapy for cirrhosis, the risk of post-LT NASH is alarmingly high and is associated with accelerated progression to fibrosis/cirrhosis, cardiovascular disease and decreased survival. Lack of risk stratification strategies hampers early intervention against development of post-LT NASH fibrosis. The liver undergoes significant remodeling during inflammatory injury. During such remodeling, degraded peptide fragments (i.e., ‘degradome’) of the ECM and other proteins increase in plasma, making it a useful diagnostic/prognostic tool in chronic liver disease. To investigate whether liver injury caused by post-LT NASH would yield a unique degradome profile that is predictive of severe post-LT NASH fibrosis, a retrospective analysis of 22 biobanked samples from the Starzl Transplantation Institute (12 with post-LT NASH after 5 years and 10 without) was performed. Total plasma peptides were isolated and analyzed by 1D-LC–MS/MS analysis using a Proxeon EASY-nLC 1000 UHPLC and nanoelectrospray ionization into an Orbitrap Elite mass spectrometer. Qualitative and quantitative peptide features data were developed from MSn datasets using PEAKS Studio X (v10). LC–MS/MS yielded ~ 2700 identifiable peptide features based on the results from Peaks Studio analysis. Several peptides were significantly altered in patients that later developed fibrosis and heatmap analysis of the top 25 most significantly changed peptides, most of which were ECM-derived, clustered the 2 patient groups well. Supervised modeling of the dataset indicated that a fraction of the total peptide signal (~ 15%) could explain the differences between the groups, indicating a strong potential for representative biomarker selection. A similar degradome profile was observed when the plasma degradome patterns were compared being obesity sensitive (C57Bl6/J) and insensitive (AJ) mouse strains. The plasma degradome profile of post-LT patients yielded stark difference based on later development of post-LT NASH fibrosis. This approach could yield new “fingerprints” that can serve as minimally-invasive biomarkers of negative outcomes post-LT. Nature Publishing Group UK 2023-06-20 /pmc/articles/PMC10282030/ /pubmed/37340062 http://dx.doi.org/10.1038/s41598-023-36867-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Li, Jiang Sato, Toshifumi Hernández-Tejero, María Beier, Juliane I. Sayed, Khaled Benos, Panayiotis V. Wilkey, Daniel W. Humar, Abhinav Merchant, Michael L. Duarte-Rojo, Andres Arteel, Gavin E. The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title | The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title_full | The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title_fullStr | The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title_full_unstemmed | The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title_short | The plasma degradome reflects later development of NASH fibrosis after liver transplant |
title_sort | plasma degradome reflects later development of nash fibrosis after liver transplant |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282030/ https://www.ncbi.nlm.nih.gov/pubmed/37340062 http://dx.doi.org/10.1038/s41598-023-36867-x |
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