Loading…

Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery

Some patients develop persistent eye pain after refractive surgery, but factors that cause or sustain pain are unknown. We tested whether tear proteins of patients with pain 3 months after surgery differ from those of patients without pain. Patients undergoing refractive surgery (laser in situ kerat...

Full description

Saved in:
Bibliographic Details
Published in:Journal of proteome research 2024-07, Vol.23 (7), p.2629-2640
Main Authors: Harkness, Brooke M., Chen, Siting, Kim, Kilsun, Reddy, Ashok P., McFarland, Trevor J., Hegarty, Deborah M., Everist, Steven J., Saugstad, Julie A., Lapidus, Jodi, Galor, Anat, Aicher, Sue A.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-a229t-52a0d61456cf4b867a4d6696ea330e017f63e86efd949f3c2fe8d41c37fcf1e73
container_end_page 2640
container_issue 7
container_start_page 2629
container_title Journal of proteome research
container_volume 23
creator Harkness, Brooke M.
Chen, Siting
Kim, Kilsun
Reddy, Ashok P.
McFarland, Trevor J.
Hegarty, Deborah M.
Everist, Steven J.
Saugstad, Julie A.
Lapidus, Jodi
Galor, Anat
Aicher, Sue A.
description Some patients develop persistent eye pain after refractive surgery, but factors that cause or sustain pain are unknown. We tested whether tear proteins of patients with pain 3 months after surgery differ from those of patients without pain. Patients undergoing refractive surgery (laser in situ keratomileusis or photorefractive keratectomy ) were recruited from 2 clinics, and tears were collected 3 months after surgery. Participants rated their eye pain using a numerical rating scale (NRS, 0–10; no pain–worst pain) at baseline, 1 day, and 3 months after surgery. Using tandem mass tag proteomic analysis, we examined tears from patients with pain [NRS ≥ 3 at 3 months (n = 16)] and patients with no pain [NRS ≤ 1 at 3 months (n = 32)] after surgery. A subset of proteins (83 of 2748 detected, 3.0%) were associated with pain 3 months after surgery. High-dimensional statistical models showed that the magnitude of differential expression was not the only important factor in classifying tear samples from pain patients. Models utilizing 3 or 4 proteins had better classification performance than single proteins and represented differences in both directions (higher or lower in pain). Thus, patterns of protein differences may serve as biomarkers of postsurgical eye pain as well as potential therapeutic targets.
doi_str_mv 10.1021/acs.jproteome.4c00339
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3070792732</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3070792732</sourcerecordid><originalsourceid>FETCH-LOGICAL-a229t-52a0d61456cf4b867a4d6696ea330e017f63e86efd949f3c2fe8d41c37fcf1e73</originalsourceid><addsrcrecordid>eNqFkFtPwyAUx4nRuDn9CBoefemE0kLr25zzkixx0fncMHpQZtdOoDP79jJ3efUJwv9yOD-ELinpUxLTG6lcf760jYdmAf1EEcJYfoS6NGVpxHIijvf3LGcddObcnBCaCsJOUYdlWZZSwbvITkFaPNn0mNrhQeXBQolNjSfSG6i9wz_Gf-IJWGecDw94tIYgBofUwYxfQVupvFkBfmvtB9j1Lb4zzULar6AOZV2aUnrA98apZhXkc3SiZeXgYnf20PvDaDp8isYvj8_DwTiScZz7KI0lKTlNUq50Msu4kEnJec5BMkaAUKE5g4yDLvMk10zFGrIyoYoJrTQFwXroetsbKH234HyxCF-AqpI1NK0rGBFE5LFgcbCmW6uyjXMWdLG0JmywLigpNriLgLs44C52uEPuajeinS2gPKT2fIOBbg1_-aa1ddj4n9JfB2qSNA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3070792732</pqid></control><display><type>article</type><title>Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery</title><source>American Chemical Society:Jisc Collections:American Chemical Society Read &amp; Publish Agreement 2022-2024 (Reading list)</source><creator>Harkness, Brooke M. ; Chen, Siting ; Kim, Kilsun ; Reddy, Ashok P. ; McFarland, Trevor J. ; Hegarty, Deborah M. ; Everist, Steven J. ; Saugstad, Julie A. ; Lapidus, Jodi ; Galor, Anat ; Aicher, Sue A.</creator><creatorcontrib>Harkness, Brooke M. ; Chen, Siting ; Kim, Kilsun ; Reddy, Ashok P. ; McFarland, Trevor J. ; Hegarty, Deborah M. ; Everist, Steven J. ; Saugstad, Julie A. ; Lapidus, Jodi ; Galor, Anat ; Aicher, Sue A.</creatorcontrib><description>Some patients develop persistent eye pain after refractive surgery, but factors that cause or sustain pain are unknown. We tested whether tear proteins of patients with pain 3 months after surgery differ from those of patients without pain. Patients undergoing refractive surgery (laser in situ keratomileusis or photorefractive keratectomy ) were recruited from 2 clinics, and tears were collected 3 months after surgery. Participants rated their eye pain using a numerical rating scale (NRS, 0–10; no pain–worst pain) at baseline, 1 day, and 3 months after surgery. Using tandem mass tag proteomic analysis, we examined tears from patients with pain [NRS ≥ 3 at 3 months (n = 16)] and patients with no pain [NRS ≤ 1 at 3 months (n = 32)] after surgery. A subset of proteins (83 of 2748 detected, 3.0%) were associated with pain 3 months after surgery. High-dimensional statistical models showed that the magnitude of differential expression was not the only important factor in classifying tear samples from pain patients. Models utilizing 3 or 4 proteins had better classification performance than single proteins and represented differences in both directions (higher or lower in pain). Thus, patterns of protein differences may serve as biomarkers of postsurgical eye pain as well as potential therapeutic targets.</description><identifier>ISSN: 1535-3893</identifier><identifier>ISSN: 1535-3907</identifier><identifier>EISSN: 1535-3907</identifier><identifier>DOI: 10.1021/acs.jproteome.4c00339</identifier><identifier>PMID: 38885176</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Adult ; Biomarkers - metabolism ; Eye Pain - etiology ; Eye Proteins - analysis ; Eye Proteins - metabolism ; Female ; Humans ; Keratomileusis, Laser In Situ - adverse effects ; Male ; Middle Aged ; Pain, Postoperative - etiology ; Photorefractive Keratectomy - adverse effects ; Proteomics - methods ; Refractive Surgical Procedures - adverse effects ; Tandem Mass Spectrometry ; Tears - chemistry ; Tears - metabolism</subject><ispartof>Journal of proteome research, 2024-07, Vol.23 (7), p.2629-2640</ispartof><rights>2024 American Chemical Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-a229t-52a0d61456cf4b867a4d6696ea330e017f63e86efd949f3c2fe8d41c37fcf1e73</cites><orcidid>0000-0003-4787-3469</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38885176$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Harkness, Brooke M.</creatorcontrib><creatorcontrib>Chen, Siting</creatorcontrib><creatorcontrib>Kim, Kilsun</creatorcontrib><creatorcontrib>Reddy, Ashok P.</creatorcontrib><creatorcontrib>McFarland, Trevor J.</creatorcontrib><creatorcontrib>Hegarty, Deborah M.</creatorcontrib><creatorcontrib>Everist, Steven J.</creatorcontrib><creatorcontrib>Saugstad, Julie A.</creatorcontrib><creatorcontrib>Lapidus, Jodi</creatorcontrib><creatorcontrib>Galor, Anat</creatorcontrib><creatorcontrib>Aicher, Sue A.</creatorcontrib><title>Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery</title><title>Journal of proteome research</title><addtitle>J. Proteome Res</addtitle><description>Some patients develop persistent eye pain after refractive surgery, but factors that cause or sustain pain are unknown. We tested whether tear proteins of patients with pain 3 months after surgery differ from those of patients without pain. Patients undergoing refractive surgery (laser in situ keratomileusis or photorefractive keratectomy ) were recruited from 2 clinics, and tears were collected 3 months after surgery. Participants rated their eye pain using a numerical rating scale (NRS, 0–10; no pain–worst pain) at baseline, 1 day, and 3 months after surgery. Using tandem mass tag proteomic analysis, we examined tears from patients with pain [NRS ≥ 3 at 3 months (n = 16)] and patients with no pain [NRS ≤ 1 at 3 months (n = 32)] after surgery. A subset of proteins (83 of 2748 detected, 3.0%) were associated with pain 3 months after surgery. High-dimensional statistical models showed that the magnitude of differential expression was not the only important factor in classifying tear samples from pain patients. Models utilizing 3 or 4 proteins had better classification performance than single proteins and represented differences in both directions (higher or lower in pain). Thus, patterns of protein differences may serve as biomarkers of postsurgical eye pain as well as potential therapeutic targets.</description><subject>Adult</subject><subject>Biomarkers - metabolism</subject><subject>Eye Pain - etiology</subject><subject>Eye Proteins - analysis</subject><subject>Eye Proteins - metabolism</subject><subject>Female</subject><subject>Humans</subject><subject>Keratomileusis, Laser In Situ - adverse effects</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Pain, Postoperative - etiology</subject><subject>Photorefractive Keratectomy - adverse effects</subject><subject>Proteomics - methods</subject><subject>Refractive Surgical Procedures - adverse effects</subject><subject>Tandem Mass Spectrometry</subject><subject>Tears - chemistry</subject><subject>Tears - metabolism</subject><issn>1535-3893</issn><issn>1535-3907</issn><issn>1535-3907</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkFtPwyAUx4nRuDn9CBoefemE0kLr25zzkixx0fncMHpQZtdOoDP79jJ3efUJwv9yOD-ELinpUxLTG6lcf760jYdmAf1EEcJYfoS6NGVpxHIijvf3LGcddObcnBCaCsJOUYdlWZZSwbvITkFaPNn0mNrhQeXBQolNjSfSG6i9wz_Gf-IJWGecDw94tIYgBofUwYxfQVupvFkBfmvtB9j1Lb4zzULar6AOZV2aUnrA98apZhXkc3SiZeXgYnf20PvDaDp8isYvj8_DwTiScZz7KI0lKTlNUq50Msu4kEnJec5BMkaAUKE5g4yDLvMk10zFGrIyoYoJrTQFwXroetsbKH234HyxCF-AqpI1NK0rGBFE5LFgcbCmW6uyjXMWdLG0JmywLigpNriLgLs44C52uEPuajeinS2gPKT2fIOBbg1_-aa1ddj4n9JfB2qSNA</recordid><startdate>20240705</startdate><enddate>20240705</enddate><creator>Harkness, Brooke M.</creator><creator>Chen, Siting</creator><creator>Kim, Kilsun</creator><creator>Reddy, Ashok P.</creator><creator>McFarland, Trevor J.</creator><creator>Hegarty, Deborah M.</creator><creator>Everist, Steven J.</creator><creator>Saugstad, Julie A.</creator><creator>Lapidus, Jodi</creator><creator>Galor, Anat</creator><creator>Aicher, Sue A.</creator><general>American Chemical Society</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><orcidid>https://orcid.org/0000-0003-4787-3469</orcidid></search><sort><creationdate>20240705</creationdate><title>Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery</title><author>Harkness, Brooke M. ; Chen, Siting ; Kim, Kilsun ; Reddy, Ashok P. ; McFarland, Trevor J. ; Hegarty, Deborah M. ; Everist, Steven J. ; Saugstad, Julie A. ; Lapidus, Jodi ; Galor, Anat ; Aicher, Sue A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a229t-52a0d61456cf4b867a4d6696ea330e017f63e86efd949f3c2fe8d41c37fcf1e73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Biomarkers - metabolism</topic><topic>Eye Pain - etiology</topic><topic>Eye Proteins - analysis</topic><topic>Eye Proteins - metabolism</topic><topic>Female</topic><topic>Humans</topic><topic>Keratomileusis, Laser In Situ - adverse effects</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Pain, Postoperative - etiology</topic><topic>Photorefractive Keratectomy - adverse effects</topic><topic>Proteomics - methods</topic><topic>Refractive Surgical Procedures - adverse effects</topic><topic>Tandem Mass Spectrometry</topic><topic>Tears - chemistry</topic><topic>Tears - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Harkness, Brooke M.</creatorcontrib><creatorcontrib>Chen, Siting</creatorcontrib><creatorcontrib>Kim, Kilsun</creatorcontrib><creatorcontrib>Reddy, Ashok P.</creatorcontrib><creatorcontrib>McFarland, Trevor J.</creatorcontrib><creatorcontrib>Hegarty, Deborah M.</creatorcontrib><creatorcontrib>Everist, Steven J.</creatorcontrib><creatorcontrib>Saugstad, Julie A.</creatorcontrib><creatorcontrib>Lapidus, Jodi</creatorcontrib><creatorcontrib>Galor, Anat</creatorcontrib><creatorcontrib>Aicher, Sue A.</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><jtitle>Journal of proteome research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Harkness, Brooke M.</au><au>Chen, Siting</au><au>Kim, Kilsun</au><au>Reddy, Ashok P.</au><au>McFarland, Trevor J.</au><au>Hegarty, Deborah M.</au><au>Everist, Steven J.</au><au>Saugstad, Julie A.</au><au>Lapidus, Jodi</au><au>Galor, Anat</au><au>Aicher, Sue A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery</atitle><jtitle>Journal of proteome research</jtitle><addtitle>J. Proteome Res</addtitle><date>2024-07-05</date><risdate>2024</risdate><volume>23</volume><issue>7</issue><spage>2629</spage><epage>2640</epage><pages>2629-2640</pages><issn>1535-3893</issn><issn>1535-3907</issn><eissn>1535-3907</eissn><abstract>Some patients develop persistent eye pain after refractive surgery, but factors that cause or sustain pain are unknown. We tested whether tear proteins of patients with pain 3 months after surgery differ from those of patients without pain. Patients undergoing refractive surgery (laser in situ keratomileusis or photorefractive keratectomy ) were recruited from 2 clinics, and tears were collected 3 months after surgery. Participants rated their eye pain using a numerical rating scale (NRS, 0–10; no pain–worst pain) at baseline, 1 day, and 3 months after surgery. Using tandem mass tag proteomic analysis, we examined tears from patients with pain [NRS ≥ 3 at 3 months (n = 16)] and patients with no pain [NRS ≤ 1 at 3 months (n = 32)] after surgery. A subset of proteins (83 of 2748 detected, 3.0%) were associated with pain 3 months after surgery. High-dimensional statistical models showed that the magnitude of differential expression was not the only important factor in classifying tear samples from pain patients. Models utilizing 3 or 4 proteins had better classification performance than single proteins and represented differences in both directions (higher or lower in pain). Thus, patterns of protein differences may serve as biomarkers of postsurgical eye pain as well as potential therapeutic targets.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>38885176</pmid><doi>10.1021/acs.jproteome.4c00339</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-4787-3469</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1535-3893
ispartof Journal of proteome research, 2024-07, Vol.23 (7), p.2629-2640
issn 1535-3893
1535-3907
1535-3907
language eng
recordid cdi_proquest_miscellaneous_3070792732
source American Chemical Society:Jisc Collections:American Chemical Society Read & Publish Agreement 2022-2024 (Reading list)
subjects Adult
Biomarkers - metabolism
Eye Pain - etiology
Eye Proteins - analysis
Eye Proteins - metabolism
Female
Humans
Keratomileusis, Laser In Situ - adverse effects
Male
Middle Aged
Pain, Postoperative - etiology
Photorefractive Keratectomy - adverse effects
Proteomics - methods
Refractive Surgical Procedures - adverse effects
Tandem Mass Spectrometry
Tears - chemistry
Tears - metabolism
title Tear Proteins Altered in Patients with Persistent Eye Pain after Refractive Surgery: Biomarker Candidate Discovery
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T13%3A18%3A49IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Tear%20Proteins%20Altered%20in%20Patients%20with%20Persistent%20Eye%20Pain%20after%20Refractive%20Surgery:%20Biomarker%20Candidate%20Discovery&rft.jtitle=Journal%20of%20proteome%20research&rft.au=Harkness,%20Brooke%20M.&rft.date=2024-07-05&rft.volume=23&rft.issue=7&rft.spage=2629&rft.epage=2640&rft.pages=2629-2640&rft.issn=1535-3893&rft.eissn=1535-3907&rft_id=info:doi/10.1021/acs.jproteome.4c00339&rft_dat=%3Cproquest_cross%3E3070792732%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-a229t-52a0d61456cf4b867a4d6696ea330e017f63e86efd949f3c2fe8d41c37fcf1e73%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3070792732&rft_id=info:pmid/38885176&rfr_iscdi=true