Brooke M. Harkness , Siting Chen , Ashok P. Reddy , Kilsun Kim , Deborah M. Hegarty , Steven J. Everist , Julie A. Saugstad , Jodi Lapidus , Anat Galor , Sue A. Aicher
{"title":"术前撕裂蛋白组基线差异与屈光术后持续疼痛有关。","authors":"Brooke M. Harkness , Siting Chen , Ashok P. Reddy , Kilsun Kim , Deborah M. Hegarty , Steven J. Everist , Julie A. Saugstad , Jodi Lapidus , Anat Galor , Sue A. Aicher","doi":"10.1016/j.jtos.2025.08.001","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><div>Most patients who undergo refractive surgery have excellent outcomes, but a subset experience persistent eye pain after the procedure. We hypothesized that pre-operative tear fluid proteins are distinct in patients who develop pain after surgery.</div></div><div><h3>Methods</h3><div>Patients undergoing refractive surgery (LASIK or PRK) provided tear fluid samples and eye pain reports (numeric rating scale (NRS) 0–10) before (baseline) and after surgery. Patients reporting no baseline pain, but pain (NRS ≥3) at 3 months (Pain group, n = 31), were compared to patients with no pain before or 3 months after surgery (No Pain group, n = 47). Baseline samples were analyzed by tandem mass tag spectrometry. Proteins demonstrating differential expression based on fold change thresholds, area under the ROC curve (AUC), or feature importance in random forest classification were identified and used to construct multi-protein models.</div></div><div><h3>Results</h3><div>Thirty-nine proteins showed differential expression between Pain and No Pain patients. Multi-protein models showed that a subset of 4 proteins classified the Pain group with an AUC of 0.87 (95 % CI, 0.79–0.96). This model contained 2 proteins that increased (PGRC1 and PFD3) and 2 proteins that decreased (IBP3 and SPB9) in Pain patients, showing bi-directional, dynamic effects.</div></div><div><h3>Conclusion</h3><div>Analysis of pre-surgical tears reveals proteome differences in patients who go on to experience persistent pain 3 months after refractive surgery. Since these tear samples were taken prior to surgery, when patients were not experiencing pain, these protein patterns may inform the discovery of risk biomarkers for persistent post-refractive surgery eye pain.</div></div>","PeriodicalId":54691,"journal":{"name":"Ocular Surface","volume":"38 ","pages":"Pages 219-229"},"PeriodicalIF":5.6000,"publicationDate":"2025-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Differences in pre-surgical baseline tear proteome are associated with persistent post-refractive surgery pain\",\"authors\":\"Brooke M. Harkness , Siting Chen , Ashok P. Reddy , Kilsun Kim , Deborah M. Hegarty , Steven J. Everist , Julie A. Saugstad , Jodi Lapidus , Anat Galor , Sue A. Aicher\",\"doi\":\"10.1016/j.jtos.2025.08.001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Purpose</h3><div>Most patients who undergo refractive surgery have excellent outcomes, but a subset experience persistent eye pain after the procedure. We hypothesized that pre-operative tear fluid proteins are distinct in patients who develop pain after surgery.</div></div><div><h3>Methods</h3><div>Patients undergoing refractive surgery (LASIK or PRK) provided tear fluid samples and eye pain reports (numeric rating scale (NRS) 0–10) before (baseline) and after surgery. Patients reporting no baseline pain, but pain (NRS ≥3) at 3 months (Pain group, n = 31), were compared to patients with no pain before or 3 months after surgery (No Pain group, n = 47). Baseline samples were analyzed by tandem mass tag spectrometry. Proteins demonstrating differential expression based on fold change thresholds, area under the ROC curve (AUC), or feature importance in random forest classification were identified and used to construct multi-protein models.</div></div><div><h3>Results</h3><div>Thirty-nine proteins showed differential expression between Pain and No Pain patients. Multi-protein models showed that a subset of 4 proteins classified the Pain group with an AUC of 0.87 (95 % CI, 0.79–0.96). This model contained 2 proteins that increased (PGRC1 and PFD3) and 2 proteins that decreased (IBP3 and SPB9) in Pain patients, showing bi-directional, dynamic effects.</div></div><div><h3>Conclusion</h3><div>Analysis of pre-surgical tears reveals proteome differences in patients who go on to experience persistent pain 3 months after refractive surgery. Since these tear samples were taken prior to surgery, when patients were not experiencing pain, these protein patterns may inform the discovery of risk biomarkers for persistent post-refractive surgery eye pain.</div></div>\",\"PeriodicalId\":54691,\"journal\":{\"name\":\"Ocular Surface\",\"volume\":\"38 \",\"pages\":\"Pages 219-229\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2025-08-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ocular Surface\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1542012425001016\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OPHTHALMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ocular Surface","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1542012425001016","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
Differences in pre-surgical baseline tear proteome are associated with persistent post-refractive surgery pain
Purpose
Most patients who undergo refractive surgery have excellent outcomes, but a subset experience persistent eye pain after the procedure. We hypothesized that pre-operative tear fluid proteins are distinct in patients who develop pain after surgery.
Methods
Patients undergoing refractive surgery (LASIK or PRK) provided tear fluid samples and eye pain reports (numeric rating scale (NRS) 0–10) before (baseline) and after surgery. Patients reporting no baseline pain, but pain (NRS ≥3) at 3 months (Pain group, n = 31), were compared to patients with no pain before or 3 months after surgery (No Pain group, n = 47). Baseline samples were analyzed by tandem mass tag spectrometry. Proteins demonstrating differential expression based on fold change thresholds, area under the ROC curve (AUC), or feature importance in random forest classification were identified and used to construct multi-protein models.
Results
Thirty-nine proteins showed differential expression between Pain and No Pain patients. Multi-protein models showed that a subset of 4 proteins classified the Pain group with an AUC of 0.87 (95 % CI, 0.79–0.96). This model contained 2 proteins that increased (PGRC1 and PFD3) and 2 proteins that decreased (IBP3 and SPB9) in Pain patients, showing bi-directional, dynamic effects.
Conclusion
Analysis of pre-surgical tears reveals proteome differences in patients who go on to experience persistent pain 3 months after refractive surgery. Since these tear samples were taken prior to surgery, when patients were not experiencing pain, these protein patterns may inform the discovery of risk biomarkers for persistent post-refractive surgery eye pain.
期刊介绍:
The Ocular Surface, a quarterly, a peer-reviewed journal, is an authoritative resource that integrates and interprets major findings in diverse fields related to the ocular surface, including ophthalmology, optometry, genetics, molecular biology, pharmacology, immunology, infectious disease, and epidemiology. Its critical review articles cover the most current knowledge on medical and surgical management of ocular surface pathology, new understandings of ocular surface physiology, the meaning of recent discoveries on how the ocular surface responds to injury and disease, and updates on drug and device development. The journal also publishes select original research reports and articles describing cutting-edge techniques and technology in the field.
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