Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases
To assess the impact of ocular confounding factors on aqueous humor (AH) proteomic and metabolomic analyses for retinal disease characterization. This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with...
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creator | Titz, Björn Siebourg-Polster, Juliane Bartolo, Francois Lavergne, Vincent Jiang, Zhiwen Gayan, Javier Altay, Lebriz Enders, Philip Schmelzeisen, Christoph Ippisch, Quynh-Trang Koss, Michael Janusz Ansari-Shahrezaei, Siamak Garweg, Justus Gerhard Fauser, Sascha Dieckmann, Andreas |
description | To assess the impact of ocular confounding factors on aqueous humor (AH) proteomic and metabolomic analyses for retinal disease characterization.
This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with cataract (control group). AH samples underwent analysis using Olink Target 96 proteomics and Metabolon's metabolomics platform Data analysis included correlation, differential abundance, and gene-set analysis.
In total, 756 proteins and 408 metabolites were quantified in AH. Total AH protein concentration was notably higher in nAMD (3.2-fold) and DME (4.1-fold) compared to controls. Pseudophakic eyes showed higher total AH protein concentrations than phakic eyes (e.g., 1.6-fold in nAMD) and a specific protein signature indicative of matrix remodeling. Unexpectedly, pupil-dilating drugs containing phenylephrine/tropicamide increased several AH proteins, notably interleukin-6 (5.4-fold in nAMD). Correcting for these factors revealed functionally relevant protein correlation clusters and disease-relevant, differentially abundant proteins across the groups. Metabolomics analysis, for which the relevance of confounder adjustment was less apparent, suggested insufficiently controlled diabetes and chronic hyperglycemia in the DME group.
AH protein concentration, pseudophakia, and pupil dilation with phenylephrine/tropicamide are important confounding factors for AH protein analyses. When these factors are considered, AH analyses can more clearly reveal disease-relevant factors.
Considering AH protein concentration, lens status, and phenylephrine/tropicamide administration as confounders is crucial for accurate interpretation of AH protein data. |
doi_str_mv | 10.1167/tvst.13.6.17 |
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This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with cataract (control group). AH samples underwent analysis using Olink Target 96 proteomics and Metabolon's metabolomics platform Data analysis included correlation, differential abundance, and gene-set analysis.
In total, 756 proteins and 408 metabolites were quantified in AH. Total AH protein concentration was notably higher in nAMD (3.2-fold) and DME (4.1-fold) compared to controls. Pseudophakic eyes showed higher total AH protein concentrations than phakic eyes (e.g., 1.6-fold in nAMD) and a specific protein signature indicative of matrix remodeling. Unexpectedly, pupil-dilating drugs containing phenylephrine/tropicamide increased several AH proteins, notably interleukin-6 (5.4-fold in nAMD). Correcting for these factors revealed functionally relevant protein correlation clusters and disease-relevant, differentially abundant proteins across the groups. Metabolomics analysis, for which the relevance of confounder adjustment was less apparent, suggested insufficiently controlled diabetes and chronic hyperglycemia in the DME group.
AH protein concentration, pseudophakia, and pupil dilation with phenylephrine/tropicamide are important confounding factors for AH protein analyses. When these factors are considered, AH analyses can more clearly reveal disease-relevant factors.
Considering AH protein concentration, lens status, and phenylephrine/tropicamide administration as confounders is crucial for accurate interpretation of AH protein data.</description><identifier>ISSN: 2164-2591</identifier><identifier>EISSN: 2164-2591</identifier><identifier>DOI: 10.1167/tvst.13.6.17</identifier><identifier>PMID: 38913008</identifier><language>eng</language><publisher>United States: The Association for Research in Vision and Ophthalmology</publisher><subject>Aged ; Aged, 80 and over ; Aqueous Humor - chemistry ; Aqueous Humor - metabolism ; Cataract - metabolism ; Diabetic Retinopathy - metabolism ; Eye Proteins - metabolism ; Female ; Humans ; Macular Edema - metabolism ; Male ; Metabolomics ; Middle Aged ; Proteomics - methods ; Retina ; Wet Macular Degeneration - diagnosis ; Wet Macular Degeneration - metabolism</subject><ispartof>Translational vision science & technology, 2024-06, Vol.13 (6), p.17</ispartof><rights>Copyright 2024 The Authors 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c342t-6342049d8bb7c949bd37bf7cd6be4778c5849a56ce88a03448923e953e068a3e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11205237/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11205237/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38913008$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Titz, Björn</creatorcontrib><creatorcontrib>Siebourg-Polster, Juliane</creatorcontrib><creatorcontrib>Bartolo, Francois</creatorcontrib><creatorcontrib>Lavergne, Vincent</creatorcontrib><creatorcontrib>Jiang, Zhiwen</creatorcontrib><creatorcontrib>Gayan, Javier</creatorcontrib><creatorcontrib>Altay, Lebriz</creatorcontrib><creatorcontrib>Enders, Philip</creatorcontrib><creatorcontrib>Schmelzeisen, Christoph</creatorcontrib><creatorcontrib>Ippisch, Quynh-Trang</creatorcontrib><creatorcontrib>Koss, Michael Janusz</creatorcontrib><creatorcontrib>Ansari-Shahrezaei, Siamak</creatorcontrib><creatorcontrib>Garweg, Justus Gerhard</creatorcontrib><creatorcontrib>Fauser, Sascha</creatorcontrib><creatorcontrib>Dieckmann, Andreas</creatorcontrib><title>Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases</title><title>Translational vision science & technology</title><addtitle>Transl Vis Sci Technol</addtitle><description>To assess the impact of ocular confounding factors on aqueous humor (AH) proteomic and metabolomic analyses for retinal disease characterization.
This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with cataract (control group). AH samples underwent analysis using Olink Target 96 proteomics and Metabolon's metabolomics platform Data analysis included correlation, differential abundance, and gene-set analysis.
In total, 756 proteins and 408 metabolites were quantified in AH. Total AH protein concentration was notably higher in nAMD (3.2-fold) and DME (4.1-fold) compared to controls. Pseudophakic eyes showed higher total AH protein concentrations than phakic eyes (e.g., 1.6-fold in nAMD) and a specific protein signature indicative of matrix remodeling. Unexpectedly, pupil-dilating drugs containing phenylephrine/tropicamide increased several AH proteins, notably interleukin-6 (5.4-fold in nAMD). Correcting for these factors revealed functionally relevant protein correlation clusters and disease-relevant, differentially abundant proteins across the groups. Metabolomics analysis, for which the relevance of confounder adjustment was less apparent, suggested insufficiently controlled diabetes and chronic hyperglycemia in the DME group.
AH protein concentration, pseudophakia, and pupil dilation with phenylephrine/tropicamide are important confounding factors for AH protein analyses. When these factors are considered, AH analyses can more clearly reveal disease-relevant factors.
Considering AH protein concentration, lens status, and phenylephrine/tropicamide administration as confounders is crucial for accurate interpretation of AH protein data.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Aqueous Humor - chemistry</subject><subject>Aqueous Humor - metabolism</subject><subject>Cataract - metabolism</subject><subject>Diabetic Retinopathy - metabolism</subject><subject>Eye Proteins - metabolism</subject><subject>Female</subject><subject>Humans</subject><subject>Macular Edema - metabolism</subject><subject>Male</subject><subject>Metabolomics</subject><subject>Middle Aged</subject><subject>Proteomics - methods</subject><subject>Retina</subject><subject>Wet Macular Degeneration - diagnosis</subject><subject>Wet Macular Degeneration - metabolism</subject><issn>2164-2591</issn><issn>2164-2591</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUctOBCEQJEajRr15Nhw9uCsMDI-T2ayPNdGsMXomDMMoZgZWYEz8e1lf0T7QXd2VgqYAOMRoijHjp_kt5SkmUzbFfAPsVpjRSVVLvPmn3gEHKb2gEkzUlLJtsEOExAQhsQvS9bDqndHZBZ9g6ODSjL2OcB58F0bfOv8EL7XJISbYhQhnr6MNY4KLcSjoLoZsw-AM1L6FtzbrJvSfeOZ1_55sgs7De5tdgfDcJatLbx9sdbpP9uA774HHy4uH-WJys7y6ns9uJobQKk9YORGVrWgabiSVTUt403HTssZSzoWpBZW6ZsYKoRGhVMiKWFkTWxbVxJI9cPaluxqbwbbG-hx1r1bRDTq-q6Cd-j_x7lk9hTeFcYXqivCicPytEENZPGU1uGRs32u__gVFEMc1riVHhXryRTUxpBRt93sPRmrtlVp7pTBRTOG18tHft_2Sf5whHyMHkl0</recordid><startdate>20240603</startdate><enddate>20240603</enddate><creator>Titz, Björn</creator><creator>Siebourg-Polster, Juliane</creator><creator>Bartolo, Francois</creator><creator>Lavergne, Vincent</creator><creator>Jiang, Zhiwen</creator><creator>Gayan, Javier</creator><creator>Altay, Lebriz</creator><creator>Enders, Philip</creator><creator>Schmelzeisen, Christoph</creator><creator>Ippisch, Quynh-Trang</creator><creator>Koss, Michael Janusz</creator><creator>Ansari-Shahrezaei, Siamak</creator><creator>Garweg, Justus Gerhard</creator><creator>Fauser, Sascha</creator><creator>Dieckmann, Andreas</creator><general>The Association for Research in Vision and Ophthalmology</general><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></search><sort><creationdate>20240603</creationdate><title>Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases</title><author>Titz, Björn ; Siebourg-Polster, Juliane ; Bartolo, Francois ; Lavergne, Vincent ; Jiang, Zhiwen ; Gayan, Javier ; Altay, Lebriz ; Enders, Philip ; Schmelzeisen, Christoph ; Ippisch, Quynh-Trang ; Koss, Michael Janusz ; Ansari-Shahrezaei, Siamak ; Garweg, Justus Gerhard ; Fauser, Sascha ; Dieckmann, Andreas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-6342049d8bb7c949bd37bf7cd6be4778c5849a56ce88a03448923e953e068a3e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Aqueous Humor - chemistry</topic><topic>Aqueous Humor - metabolism</topic><topic>Cataract - metabolism</topic><topic>Diabetic Retinopathy - metabolism</topic><topic>Eye Proteins - metabolism</topic><topic>Female</topic><topic>Humans</topic><topic>Macular Edema - metabolism</topic><topic>Male</topic><topic>Metabolomics</topic><topic>Middle Aged</topic><topic>Proteomics - methods</topic><topic>Retina</topic><topic>Wet Macular Degeneration - diagnosis</topic><topic>Wet Macular Degeneration - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Titz, Björn</creatorcontrib><creatorcontrib>Siebourg-Polster, Juliane</creatorcontrib><creatorcontrib>Bartolo, Francois</creatorcontrib><creatorcontrib>Lavergne, Vincent</creatorcontrib><creatorcontrib>Jiang, Zhiwen</creatorcontrib><creatorcontrib>Gayan, Javier</creatorcontrib><creatorcontrib>Altay, Lebriz</creatorcontrib><creatorcontrib>Enders, Philip</creatorcontrib><creatorcontrib>Schmelzeisen, Christoph</creatorcontrib><creatorcontrib>Ippisch, Quynh-Trang</creatorcontrib><creatorcontrib>Koss, Michael Janusz</creatorcontrib><creatorcontrib>Ansari-Shahrezaei, Siamak</creatorcontrib><creatorcontrib>Garweg, Justus Gerhard</creatorcontrib><creatorcontrib>Fauser, Sascha</creatorcontrib><creatorcontrib>Dieckmann, Andreas</creatorcontrib><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>Translational vision science & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Titz, Björn</au><au>Siebourg-Polster, Juliane</au><au>Bartolo, Francois</au><au>Lavergne, Vincent</au><au>Jiang, Zhiwen</au><au>Gayan, Javier</au><au>Altay, Lebriz</au><au>Enders, Philip</au><au>Schmelzeisen, Christoph</au><au>Ippisch, Quynh-Trang</au><au>Koss, Michael Janusz</au><au>Ansari-Shahrezaei, Siamak</au><au>Garweg, Justus Gerhard</au><au>Fauser, Sascha</au><au>Dieckmann, Andreas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases</atitle><jtitle>Translational vision science & technology</jtitle><addtitle>Transl Vis Sci Technol</addtitle><date>2024-06-03</date><risdate>2024</risdate><volume>13</volume><issue>6</issue><spage>17</spage><pages>17-</pages><issn>2164-2591</issn><eissn>2164-2591</eissn><abstract>To assess the impact of ocular confounding factors on aqueous humor (AH) proteomic and metabolomic analyses for retinal disease characterization.
This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with cataract (control group). AH samples underwent analysis using Olink Target 96 proteomics and Metabolon's metabolomics platform Data analysis included correlation, differential abundance, and gene-set analysis.
In total, 756 proteins and 408 metabolites were quantified in AH. Total AH protein concentration was notably higher in nAMD (3.2-fold) and DME (4.1-fold) compared to controls. Pseudophakic eyes showed higher total AH protein concentrations than phakic eyes (e.g., 1.6-fold in nAMD) and a specific protein signature indicative of matrix remodeling. Unexpectedly, pupil-dilating drugs containing phenylephrine/tropicamide increased several AH proteins, notably interleukin-6 (5.4-fold in nAMD). Correcting for these factors revealed functionally relevant protein correlation clusters and disease-relevant, differentially abundant proteins across the groups. Metabolomics analysis, for which the relevance of confounder adjustment was less apparent, suggested insufficiently controlled diabetes and chronic hyperglycemia in the DME group.
AH protein concentration, pseudophakia, and pupil dilation with phenylephrine/tropicamide are important confounding factors for AH protein analyses. When these factors are considered, AH analyses can more clearly reveal disease-relevant factors.
Considering AH protein concentration, lens status, and phenylephrine/tropicamide administration as confounders is crucial for accurate interpretation of AH protein data.</abstract><cop>United States</cop><pub>The Association for Research in Vision and Ophthalmology</pub><pmid>38913008</pmid><doi>10.1167/tvst.13.6.17</doi><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Aqueous Humor - chemistry Aqueous Humor - metabolism Cataract - metabolism Diabetic Retinopathy - metabolism Eye Proteins - metabolism Female Humans Macular Edema - metabolism Male Metabolomics Middle Aged Proteomics - methods Retina Wet Macular Degeneration - diagnosis Wet Macular Degeneration - metabolism |
title | Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases |
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