Arantxa Acera, Oliver Ibarrondo, Antonio J Mateo-Orobia, Xandra Pereiro, Beatriz Abad-García, Silvia López-Plandolit, Noelia Ruzafa, María Romero, Alejandro Blasco-Martínez, Francisco D Rodríguez, Juan A Duran, Elena Vecino
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The present study was designed to characterise the tear-lipid fingerprints associated with ADDE and MGD, to compare them with those of healthy subjects, and to assess the impact of intense pulsed-light (IPL) therapy on the tear lipidome in MGD.</p><p><strong>Methods: </strong>In a multicentre, prospective, observational-interventional case-control pilot study, 52 participants were enrolled in two phases: a discovery cohort (9 ADDE, 15 MGD, 13 controls) and an independent validation cohort (15 additional subjects). Tear lipids were profiled by ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS). Unsupervised principal-component analysis (PCA) explored global variance; supervised partial least-squares discriminant analysis (PLS-DA) and orthogonal PLS-DA (OPLS-DA) defined group differences and yielded candidate biomarkers, with model robustness confirmed by permutation testing and CV-ANOVA. MGD participants received IPL at baseline, day 15, and day 45; clinical metrics and tear samples were obtained before and after therapy.</p><p><strong>Results: </strong>A total of 176 lipid species were identified and quantified in positive- and negative-ion modes (ESI + and ESI-). Supervised PLS-DA clearly separated ADDE, MGD and control samples, while OPLS-DA highlighted 48 lipids that differed significantly among groups (p < 0.05). Both dry-eye subtypes were characterised by a pronounced depletion of lysophospholipids (LPE, LPC, LPG, LPI; fold change < 0.5) and an enrichment of (O-acyl)-ω-hydroxy fatty acids (OAHFA; fold change > 2) relative to controls. Cholesteryl esters (ChE) showed a subtype-specific elevation only in the MGD-versus-control comparison (fold change > 2). Permutation testing and CV-ANOVA confirmed the robustness of the ADDE-versus-MGD discrimination model. Although IPL therapy significantly improved clinical metrics such as tear break-up time and lissamine-green staining, the changes observed in the tear lipid profile were not statistically significant.</p><p><strong>Conclusions: </strong>Dry-eye subtypes appear to possess discrete lipidomic signatures; consequently, the lipid panel identified here could serve as a set of potential therapeutic targets. 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引用次数: 0
摘要
背景:泪膜脂质层(TFLL)构成眼表最外层的屏障,减少蒸发并稳定泪膜。在缺水性干眼(ADDE)和睑板腺功能障碍(MGD)中,TFLL的成分变化损害了这种保护作用。本研究旨在描述与adhd和MGD相关的泪脂指纹图谱,并将其与健康受试者的指纹图谱进行比较,并评估强脉冲光(IPL)治疗对MGD患者泪脂组的影响。方法:在一项多中心、前瞻性、观察干预的病例对照先导研究中,52名参与者被分为两个阶段:发现队列(9名ADDE患者,15名MGD患者,13名对照)和独立验证队列(15名额外受试者)。采用超高效液相色谱-质谱法(UHPLC-MS)对泪液脂进行分析。无监督主成分分析(PCA)探讨全局方差;监督偏最小二乘判别分析(PLS-DA)和正交PLS-DA (OPLS-DA)定义了组间差异,并产生了候选生物标志物,通过排列检验和CV-ANOVA证实了模型的稳健性。MGD参与者在基线、第15天和第45天接受IPL;治疗前后分别获得临床指标和泪液样本。结果:共鉴定出176种脂质,并以正离子和负离子模式(ESI +和ESI-)进行定量。监督PLS-DA清晰地分离了ADDE, MGD和对照样品,而OPLS-DA突出了48种脂质,与对照组相比,组间差异显著(p 2)。胆固醇酯(ChE)仅在mgd与对照组比较中显示亚型特异性升高(翻倍变化bbb2)。置换检验和方差分析证实了add - vs - mgd鉴别模型的稳健性。虽然IPL治疗显著改善了临床指标,如泪液破裂时间和丽丝胺绿染色,但泪液脂质谱的变化没有统计学意义。结论:干眼亚型似乎具有离散的脂质组学特征;因此,这里确定的脂质面板可以作为一组潜在的治疗靶点。IPL后临床改善和脂质组学稳定性之间的分离表明,该疗法可能通过泪膜脂质层大规模重塑以外的机制使眼表受益,这突出了探索补充治疗途径的必要性。
Identification of tear lipid biomarkers in women with dry eye disease and the impact of intense pulsed light therapy: a case-control study.
Background: The tear-film lipid layer (TFLL) constitutes the outermost barrier of the ocular surface, reducing evaporation and stabilising the tear film. In aqueous-deficient dry eye (ADDE) and Meibomian-gland dysfunction (MGD), compositional changes in the TFLL compromise this protective role. The present study was designed to characterise the tear-lipid fingerprints associated with ADDE and MGD, to compare them with those of healthy subjects, and to assess the impact of intense pulsed-light (IPL) therapy on the tear lipidome in MGD.
Methods: In a multicentre, prospective, observational-interventional case-control pilot study, 52 participants were enrolled in two phases: a discovery cohort (9 ADDE, 15 MGD, 13 controls) and an independent validation cohort (15 additional subjects). Tear lipids were profiled by ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS). Unsupervised principal-component analysis (PCA) explored global variance; supervised partial least-squares discriminant analysis (PLS-DA) and orthogonal PLS-DA (OPLS-DA) defined group differences and yielded candidate biomarkers, with model robustness confirmed by permutation testing and CV-ANOVA. MGD participants received IPL at baseline, day 15, and day 45; clinical metrics and tear samples were obtained before and after therapy.
Results: A total of 176 lipid species were identified and quantified in positive- and negative-ion modes (ESI + and ESI-). Supervised PLS-DA clearly separated ADDE, MGD and control samples, while OPLS-DA highlighted 48 lipids that differed significantly among groups (p < 0.05). Both dry-eye subtypes were characterised by a pronounced depletion of lysophospholipids (LPE, LPC, LPG, LPI; fold change < 0.5) and an enrichment of (O-acyl)-ω-hydroxy fatty acids (OAHFA; fold change > 2) relative to controls. Cholesteryl esters (ChE) showed a subtype-specific elevation only in the MGD-versus-control comparison (fold change > 2). Permutation testing and CV-ANOVA confirmed the robustness of the ADDE-versus-MGD discrimination model. Although IPL therapy significantly improved clinical metrics such as tear break-up time and lissamine-green staining, the changes observed in the tear lipid profile were not statistically significant.
Conclusions: Dry-eye subtypes appear to possess discrete lipidomic signatures; consequently, the lipid panel identified here could serve as a set of potential therapeutic targets. The dissociation between clinical improvement and lipidomic stability after IPL indicates that the therapy may benefit the ocular surface through mechanisms other than large-scale remodelling of the tear-film lipid layer, highlighting the need to explore complementary therapeutic pathways.
期刊介绍:
BMC Ophthalmology is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of eye disorders, as well as related molecular genetics, pathophysiology, and epidemiology.