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白内障手术后青光眼患者与非青光眼患者的眼压变化:基于信息学的方法。

Intraocular Pressure Changes after Cataract Surgery in Patients with and without Glaucoma: An Informatics-Based Approach.

机构信息

Byers Eye Institute, Stanford University, Palo Alto, California.

Stanford University School of Medicine, Stanford, California.

出版信息

Ophthalmol Glaucoma. 2020 Sep-Oct;3(5):343-349. doi: 10.1016/j.ogla.2020.06.002. Epub 2020 Jun 9.

Abstract

PURPOSE

To evaluate changes in intraocular pressure (IOP) after cataract surgery among patients with or without glaucoma using automated extraction of data from electronic health records (EHRs).

DESIGN

Retrospective cohort study.

PARTICIPANTS

Adults who underwent standalone cataract surgery at a single academic center from 2009-2018.

METHODS

Patient information was identified from procedure and billing codes, demographic tables, medication orders, clinical notes, and eye examination fields in the EHR. A previously validated natural language processing pipeline was used to identify laterality of cataract surgery from operative notes and laterality of eye medications from medication orders. Cox proportional hazards modeling evaluated factors associated with the main outcome of sustained postoperative IOP reduction.

MAIN OUTCOME MEASURES

Sustained post-cataract surgery IOP reduction, measured at 14 months or the last follow-up while using equal or fewer glaucoma medications compared with baseline and without additional glaucoma laser or surgery on the operative eye.

RESULTS

The median follow-up for 7574 eyes of 4883 patients who underwent cataract surgery was 244 days. The mean preoperative IOP for all patients was 15.2 mmHg (standard deviation [SD], 3.4 mmHg), which decreased to 14.2 mmHg (SD, 3.0 mmHg) at 12 months after surgery. Patients with IOP of 21.0 mmHg or more showed mean postoperative IOP reduction ranging from -6.2 to -6.9 mmHg. Cataract surgery was more likely to yield sustained IOP reduction for patients with primary open-angle glaucoma (hazard ratio [HR], 1.19; 95% confidence interval, 1.05-1.36) or narrow angles or angle closure (HR, 1.21; 95% confidence interval, 1.08-1.34) compared with patients without glaucoma. Those with a higher baseline IOP were more likely to achieve postoperative IOP reduction (HR, 1.06 per 1-mmHg increase in baseline IOP; 95% confidence interval, 1.05-1.07).

CONCLUSIONS

Our results suggest that patients with primary open-angle glaucoma or with narrow angles or chronic angle closure were more likely to achieve sustained IOP reduction after cataract surgery. Patients with higher baseline IOP had increasingly higher odds of achieving reduction in IOP. This evidence demonstrates the potential usefulness of a pipeline for automated extraction of ophthalmic surgical outcomes from EHR to answer key clinical questions on a large scale.

摘要

目的

利用电子健康记录(EHR)中数据的自动提取来评估青光眼患者和非青光眼患者白内障手术后眼压(IOP)的变化。

设计

回顾性队列研究。

参与者

2009 年至 2018 年期间在一家学术中心接受单纯白内障手术的成年人。

方法

从 EHR 的程序和计费代码、人口统计表、药物订单、临床记录和眼部检查字段中确定患者信息。使用经过验证的自然语言处理管道从手术记录中识别白内障手术的侧别,从药物订单中识别眼部药物的侧别。Cox 比例风险模型评估与主要术后 IOP 持续降低结果相关的因素。

主要结局测量指标

术后 14 个月或最后一次随访时,与基线相比,使用相同或更少的青光眼药物,且手术眼无额外青光眼激光或手术治疗时,术后 IOP 持续降低。

结果

4883 名患者的 7574 只眼的中位随访时间为 244 天。所有患者的术前平均 IOP 为 15.2mmHg(标准差 [SD],3.4mmHg),术后 12 个月时降至 14.2mmHg(SD,3.0mmHg)。IOP 为 21.0mmHg 或更高的患者术后平均 IOP 降低范围为-6.2 至-6.9mmHg。与无青光眼患者相比,原发性开角型青光眼(HR,1.19;95%置信区间,1.05-1.36)或窄角或闭角型(HR,1.21;95%置信区间,1.08-1.34)患者白内障手术更有可能产生持续的 IOP 降低。基线 IOP 较高的患者术后 IOP 降低的可能性更大(HR,1.06/基线 IOP 增加 1mmHg;95%置信区间,1.05-1.07)。

结论

我们的结果表明,原发性开角型青光眼或窄角或慢性闭角型青光眼患者白内障手术后更有可能实现持续的 IOP 降低。基线 IOP 较高的患者实现 IOP 降低的可能性逐渐增加。该证据表明,从 EHR 中自动提取眼科手术结果的管道具有潜在的有用性,可以大规模回答关键的临床问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/173d/7529869/9f4ef27b1510/nihms-1602627-f0001.jpg

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