Imaging Mass Spectrometry Reveals Alterations in N-Linked Glycosylation That Are Associated With Histopathological Changes in Nonalcoholic Steatohepatitis in Mouse and Human

Nonalcoholic steatohepatitis (NASH) is the progressive form of nonalcoholic fatty liver disease (NAFLD) and is characterized by inflammation, hepatocyte injury, and fibrosis. Further, NASH is a risk factor for cirrhosis and hepatocellular carcinoma. Previous research demonstrated that serum N-glycan...

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Veröffentlicht in:Molecular & cellular proteomics 2022-05, Vol.21 (5), p.100225, Article 100225
Hauptverfasser: Ochoa-Rios, Shaaron, O'Connor, Ian P., Kent, Lindsey N., Clouse, Julian M., Hadjiyannis, Yannis, Koivisto, Christopher, Pecot, Thierry, Angel, Peggi M., Drake, Richard R., Leone, Gustavo, Mehta, Anand S., Rockey, Don C.
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container_issue 5
container_start_page 100225
container_title Molecular & cellular proteomics
container_volume 21
creator Ochoa-Rios, Shaaron
O'Connor, Ian P.
Kent, Lindsey N.
Clouse, Julian M.
Hadjiyannis, Yannis
Koivisto, Christopher
Pecot, Thierry
Angel, Peggi M.
Drake, Richard R.
Leone, Gustavo
Mehta, Anand S.
Rockey, Don C.
description Nonalcoholic steatohepatitis (NASH) is the progressive form of nonalcoholic fatty liver disease (NAFLD) and is characterized by inflammation, hepatocyte injury, and fibrosis. Further, NASH is a risk factor for cirrhosis and hepatocellular carcinoma. Previous research demonstrated that serum N-glycan profiles can be altered in NASH patients. Here, we hypothesized that these N-glycan modifications may be associated with specific liver damage in NAFLD and NASH. To investigate the N-glycome profile in tissue, imaging mass spectrometry was used for a qualitative and quantitative in situ N-linked glycan analysis of mouse and human NAFLD/NASH tissue. A murine model was used to induce NAFLD and NASH through ad libitum feeding with either a high-fat diet or a Western diet, respectively. Mice fed a high-fat diet or Western diet developed inflammation, steatosis, and fibrosis, consistent with NAFLD/NASH phenotypes. Induction of NAFLD/NASH for 18 months using high caloric diets resulted in increased expression of mannose, complex/fucosylated, and hybrid N-glycan structures compared to control mouse livers. To validate the animal results, liver biopsy specimens from 51 human NAFLD/NASH patients representing the full range of NASH Clinical Research Network fibrosis stages were analyzed. Importantly, the same glycan alterations observed in mouse models were observed in human NASH biopsies and correlated with the degree of fibrosis. In addition, spatial glycan alterations were localized specifically to histopathological changes in tissue like fibrotic and fatty areas. We demonstrate that the use of standard staining’s combined with imaging mass spectrometry provide a full profile of the origin of N-glycan modifications within the tissue. These results indicate that the spatial distribution of abundances of released N-glycans correlate with regions of tissue steatosis associated with NAFLD/NASH. [Display omitted] •High caloric diets can modify the N-glycome in NAFLD/NASH.•Histopathological association between core fucosylated glycans and fibrotic tissue.•Histopathological association between high mannose glycans and steatotic tissue.•N-glycan core fucosylation correlates with the level of fibrosis.•Mouse models can recapitulate NASH disease and be used for N-glycosylation studies. The rate of nonalcoholic steatohepatitis (NASH) diagnosis has significantly increased, consequently becoming the leading cause of liver transplant in the United States. Modifications to the N-gly
doi_str_mv 10.1016/j.mcpro.2022.100225
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Further, NASH is a risk factor for cirrhosis and hepatocellular carcinoma. Previous research demonstrated that serum N-glycan profiles can be altered in NASH patients. Here, we hypothesized that these N-glycan modifications may be associated with specific liver damage in NAFLD and NASH. To investigate the N-glycome profile in tissue, imaging mass spectrometry was used for a qualitative and quantitative in situ N-linked glycan analysis of mouse and human NAFLD/NASH tissue. A murine model was used to induce NAFLD and NASH through ad libitum feeding with either a high-fat diet or a Western diet, respectively. Mice fed a high-fat diet or Western diet developed inflammation, steatosis, and fibrosis, consistent with NAFLD/NASH phenotypes. Induction of NAFLD/NASH for 18 months using high caloric diets resulted in increased expression of mannose, complex/fucosylated, and hybrid N-glycan structures compared to control mouse livers. To validate the animal results, liver biopsy specimens from 51 human NAFLD/NASH patients representing the full range of NASH Clinical Research Network fibrosis stages were analyzed. Importantly, the same glycan alterations observed in mouse models were observed in human NASH biopsies and correlated with the degree of fibrosis. In addition, spatial glycan alterations were localized specifically to histopathological changes in tissue like fibrotic and fatty areas. We demonstrate that the use of standard staining’s combined with imaging mass spectrometry provide a full profile of the origin of N-glycan modifications within the tissue. These results indicate that the spatial distribution of abundances of released N-glycans correlate with regions of tissue steatosis associated with NAFLD/NASH. [Display omitted] •High caloric diets can modify the N-glycome in NAFLD/NASH.•Histopathological association between core fucosylated glycans and fibrotic tissue.•Histopathological association between high mannose glycans and steatotic tissue.•N-glycan core fucosylation correlates with the level of fibrosis.•Mouse models can recapitulate NASH disease and be used for N-glycosylation studies. The rate of nonalcoholic steatohepatitis (NASH) diagnosis has significantly increased, consequently becoming the leading cause of liver transplant in the United States. Modifications to the N-glycome in serum during NASH are of interest to develop clinically relevant strategies for detection. Using MALDI-IMS, we elucidate specific N-glycan alterations that are associated with liver damage histology in NASH. Our results suggest that N-linked fucosylation should be further explored for serum biomarkers development based on the level of fibrosis.</description><identifier>ISSN: 1535-9476</identifier><identifier>ISSN: 1535-9484</identifier><identifier>EISSN: 1535-9484</identifier><identifier>DOI: 10.1016/j.mcpro.2022.100225</identifier><identifier>PMID: 35331917</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Animals ; Diet, Western ; Disease Models, Animal ; fibrosis ; fucosylation ; Glycosylation ; Humans ; Inflammation - metabolism ; Liver - metabolism ; Liver Cirrhosis - genetics ; Liver Cirrhosis - metabolism ; Liver Cirrhosis - pathology ; Liver Neoplasms - metabolism ; Mass Spectrometry ; Mice ; N-glycosylation ; NAFLD ; NASH ; Non-alcoholic Fatty Liver Disease - metabolism ; steatosis</subject><ispartof>Molecular &amp; cellular proteomics, 2022-05, Vol.21 (5), p.100225, Article 100225</ispartof><rights>2022 The Authors</rights><rights>Copyright © 2022 The Authors. Published by Elsevier Inc. 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To validate the animal results, liver biopsy specimens from 51 human NAFLD/NASH patients representing the full range of NASH Clinical Research Network fibrosis stages were analyzed. Importantly, the same glycan alterations observed in mouse models were observed in human NASH biopsies and correlated with the degree of fibrosis. In addition, spatial glycan alterations were localized specifically to histopathological changes in tissue like fibrotic and fatty areas. We demonstrate that the use of standard staining’s combined with imaging mass spectrometry provide a full profile of the origin of N-glycan modifications within the tissue. These results indicate that the spatial distribution of abundances of released N-glycans correlate with regions of tissue steatosis associated with NAFLD/NASH. [Display omitted] •High caloric diets can modify the N-glycome in NAFLD/NASH.•Histopathological association between core fucosylated glycans and fibrotic tissue.•Histopathological association between high mannose glycans and steatotic tissue.•N-glycan core fucosylation correlates with the level of fibrosis.•Mouse models can recapitulate NASH disease and be used for N-glycosylation studies. The rate of nonalcoholic steatohepatitis (NASH) diagnosis has significantly increased, consequently becoming the leading cause of liver transplant in the United States. Modifications to the N-glycome in serum during NASH are of interest to develop clinically relevant strategies for detection. Using MALDI-IMS, we elucidate specific N-glycan alterations that are associated with liver damage histology in NASH. Our results suggest that N-linked fucosylation should be further explored for serum biomarkers development based on the level of fibrosis.</description><subject>Animals</subject><subject>Diet, Western</subject><subject>Disease Models, Animal</subject><subject>fibrosis</subject><subject>fucosylation</subject><subject>Glycosylation</subject><subject>Humans</subject><subject>Inflammation - metabolism</subject><subject>Liver - metabolism</subject><subject>Liver Cirrhosis - genetics</subject><subject>Liver Cirrhosis - metabolism</subject><subject>Liver Cirrhosis - pathology</subject><subject>Liver Neoplasms - metabolism</subject><subject>Mass Spectrometry</subject><subject>Mice</subject><subject>N-glycosylation</subject><subject>NAFLD</subject><subject>NASH</subject><subject>Non-alcoholic Fatty Liver Disease - metabolism</subject><subject>steatosis</subject><issn>1535-9476</issn><issn>1535-9484</issn><issn>1535-9484</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc-O0zAQxiMEYpeFJ0BCPnJJsWM7aQ4gVRVsV-qCxC7iaE2dSeKS2MV2K_WheEe8zVLBhYtteX7zzZ8vy14zOmOUle-2s1HvvJsVtCjSTzrlk-ySSS7zWszF0_O7Ki-yFyFsE0JZJZ9nF1xyzmpWXWa_bkbojO3ILYRA7naoo3cjRn8kX_GAMASyGCJ6iMbZQIwln_O1sT-wIdfDUbtwHE4hct9DJAuPZBGC0wZiIr6b2JOVCdHtIPZucJ3RMJBlD7bDScxZGLRLMaPJXUSIrscEm2hO8Vu3D0jANmS1H8G-zJ61qSV89XhfZd8-fbxfrvL1l-ub5WKdayHrmFcVlA2niE3btgxpIXglBKah58g3okVOoa3btBnkLZ9LDkg3mstCIlJR1vwq-zDp7vabERuNNnoY1M6bEfxROTDq34g1vercQdW0LiQrksDbRwHvfu4xRDWaoHEYwGIaSRWlEJQJOS8TyidUexeCx_ZchlH1YLTaqpPR6sFoNRmdst783eE554-zCXg_AZj2dDDoVdAGrcbG-GSyapz5b4Hf9Ie_7A</recordid><startdate>20220501</startdate><enddate>20220501</enddate><creator>Ochoa-Rios, Shaaron</creator><creator>O'Connor, Ian P.</creator><creator>Kent, Lindsey N.</creator><creator>Clouse, Julian M.</creator><creator>Hadjiyannis, Yannis</creator><creator>Koivisto, Christopher</creator><creator>Pecot, Thierry</creator><creator>Angel, Peggi M.</creator><creator>Drake, Richard R.</creator><creator>Leone, Gustavo</creator><creator>Mehta, Anand S.</creator><creator>Rockey, Don C.</creator><general>Elsevier Inc</general><general>American Society for Biochemistry and Molecular Biology</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4990-8477</orcidid><orcidid>https://orcid.org/0000-0001-6723-4299</orcidid><orcidid>https://orcid.org/0000-0002-0091-2355</orcidid><orcidid>https://orcid.org/0000-0003-3611-5005</orcidid><orcidid>https://orcid.org/0000-0003-0004-2617</orcidid><orcidid>https://orcid.org/0000-0003-0772-9753</orcidid><orcidid>https://orcid.org/0000-0002-6285-6440</orcidid></search><sort><creationdate>20220501</creationdate><title>Imaging Mass Spectrometry Reveals Alterations in N-Linked Glycosylation That Are Associated With Histopathological Changes in Nonalcoholic Steatohepatitis in Mouse and Human</title><author>Ochoa-Rios, Shaaron ; O'Connor, Ian P. ; Kent, Lindsey N. ; Clouse, Julian M. ; Hadjiyannis, Yannis ; Koivisto, Christopher ; Pecot, Thierry ; Angel, Peggi M. ; Drake, Richard R. ; Leone, Gustavo ; Mehta, Anand S. ; Rockey, Don C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c459t-77a6d30eedfff1e0243744e5338e3b4fe30af9f947e3f3853ae0bc3525ee04693</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Diet, Western</topic><topic>Disease Models, Animal</topic><topic>fibrosis</topic><topic>fucosylation</topic><topic>Glycosylation</topic><topic>Humans</topic><topic>Inflammation - metabolism</topic><topic>Liver - metabolism</topic><topic>Liver Cirrhosis - genetics</topic><topic>Liver Cirrhosis - metabolism</topic><topic>Liver Cirrhosis - pathology</topic><topic>Liver Neoplasms - metabolism</topic><topic>Mass Spectrometry</topic><topic>Mice</topic><topic>N-glycosylation</topic><topic>NAFLD</topic><topic>NASH</topic><topic>Non-alcoholic Fatty Liver Disease - metabolism</topic><topic>steatosis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ochoa-Rios, Shaaron</creatorcontrib><creatorcontrib>O'Connor, Ian P.</creatorcontrib><creatorcontrib>Kent, Lindsey N.</creatorcontrib><creatorcontrib>Clouse, Julian M.</creatorcontrib><creatorcontrib>Hadjiyannis, Yannis</creatorcontrib><creatorcontrib>Koivisto, Christopher</creatorcontrib><creatorcontrib>Pecot, Thierry</creatorcontrib><creatorcontrib>Angel, Peggi M.</creatorcontrib><creatorcontrib>Drake, Richard R.</creatorcontrib><creatorcontrib>Leone, Gustavo</creatorcontrib><creatorcontrib>Mehta, Anand S.</creatorcontrib><creatorcontrib>Rockey, Don C.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular &amp; 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Further, NASH is a risk factor for cirrhosis and hepatocellular carcinoma. Previous research demonstrated that serum N-glycan profiles can be altered in NASH patients. Here, we hypothesized that these N-glycan modifications may be associated with specific liver damage in NAFLD and NASH. To investigate the N-glycome profile in tissue, imaging mass spectrometry was used for a qualitative and quantitative in situ N-linked glycan analysis of mouse and human NAFLD/NASH tissue. A murine model was used to induce NAFLD and NASH through ad libitum feeding with either a high-fat diet or a Western diet, respectively. Mice fed a high-fat diet or Western diet developed inflammation, steatosis, and fibrosis, consistent with NAFLD/NASH phenotypes. Induction of NAFLD/NASH for 18 months using high caloric diets resulted in increased expression of mannose, complex/fucosylated, and hybrid N-glycan structures compared to control mouse livers. To validate the animal results, liver biopsy specimens from 51 human NAFLD/NASH patients representing the full range of NASH Clinical Research Network fibrosis stages were analyzed. Importantly, the same glycan alterations observed in mouse models were observed in human NASH biopsies and correlated with the degree of fibrosis. In addition, spatial glycan alterations were localized specifically to histopathological changes in tissue like fibrotic and fatty areas. We demonstrate that the use of standard staining’s combined with imaging mass spectrometry provide a full profile of the origin of N-glycan modifications within the tissue. These results indicate that the spatial distribution of abundances of released N-glycans correlate with regions of tissue steatosis associated with NAFLD/NASH. [Display omitted] •High caloric diets can modify the N-glycome in NAFLD/NASH.•Histopathological association between core fucosylated glycans and fibrotic tissue.•Histopathological association between high mannose glycans and steatotic tissue.•N-glycan core fucosylation correlates with the level of fibrosis.•Mouse models can recapitulate NASH disease and be used for N-glycosylation studies. The rate of nonalcoholic steatohepatitis (NASH) diagnosis has significantly increased, consequently becoming the leading cause of liver transplant in the United States. Modifications to the N-glycome in serum during NASH are of interest to develop clinically relevant strategies for detection. Using MALDI-IMS, we elucidate specific N-glycan alterations that are associated with liver damage histology in NASH. 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subjects Animals
Diet, Western
Disease Models, Animal
fibrosis
fucosylation
Glycosylation
Humans
Inflammation - metabolism
Liver - metabolism
Liver Cirrhosis - genetics
Liver Cirrhosis - metabolism
Liver Cirrhosis - pathology
Liver Neoplasms - metabolism
Mass Spectrometry
Mice
N-glycosylation
NAFLD
NASH
Non-alcoholic Fatty Liver Disease - metabolism
steatosis
title Imaging Mass Spectrometry Reveals Alterations in N-Linked Glycosylation That Are Associated With Histopathological Changes in Nonalcoholic Steatohepatitis in Mouse and Human
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