Harkness Brooke M, Chen Siting, Reddy Ashok P, Kim Kilsun, Hegarty Deborah M, Everist Steven J, Saugstad Julie A, Lapidus Jodi, Galor Anat, Aicher Sue A
Casey Eye Institute, Oregon Health & Science University, Portland, OR, USA.
School of Public Health, Oregon Health & Science University-Portland State University, Portland, OR, USA; Biostatistics & Design Program, Oregon Health & Science University, Portland, OR, USA.
Ocul Surf. 2025 Aug 10;38:219-229. doi: 10.1016/j.jtos.2025.08.001.
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.
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.
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.
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.
大多数接受屈光手术的患者预后良好,但有一部分患者术后会持续出现眼痛。我们推测,术后出现疼痛的患者术前泪液蛋白有所不同。
接受屈光手术(准分子原位角膜磨镶术或准分子激光角膜切削术)的患者在手术前(基线)和手术后提供泪液样本和眼痛报告(数字评分量表(NRS)0 - 10)。将报告术前无疼痛但术后3个月出现疼痛(NRS≥3)的患者(疼痛组,n = 31)与术前及术后3个月均无疼痛的患者(无疼痛组,n = 47)进行比较。通过串联质谱标签分析法对基线样本进行分析。根据倍数变化阈值、ROC曲线下面积(AUC)或随机森林分类中的特征重要性确定差异表达的蛋白质,并用于构建多蛋白模型。
39种蛋白质在疼痛组和无疼痛组患者之间表现出差异表达。多蛋白模型显示,4种蛋白质的子集对疼痛组进行分类的AUC为0.87(95%CI,0.79 - 0.96)。该模型包含疼痛患者中增加的2种蛋白质(PGRC1和PFD3)和减少的2种蛋白质(IBP3和SPB9),显示出双向动态效应。
术前泪液分析揭示了屈光手术后3个月出现持续性疼痛的患者蛋白质组的差异。由于这些泪液样本是在手术前采集的,当时患者并未经历疼痛,这些蛋白质模式可能有助于发现屈光手术后持续性眼痛的风险生物标志物。