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对使用8%环吡酮高渗透复合剂(HPCH)和口服抗真菌药物治疗的甲癣患者进行回顾性研究,并将人工智能应用于电子健康记录。

Retrospective study of onychomycosis patients treated with ciclopirox 8% HPCH and oral antifungals applying artificial intelligence to electronic health records.

作者信息

Roustan Gastón, López Estébaranz José Luis, De La Cueva Pablo, Pajuelo Francesca, Tamarit María Luisa, Valmaseda Aida, Galván Jordi

机构信息

Dermatology Department, Hospital Puerta de Hierro Majadahonda, Madrid, Spain.

Dermatology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain.

出版信息

Sci Rep. 2025 Jul 31;15(1):27978. doi: 10.1038/s41598-025-10875-5.

Abstract

We conducted a multicenter retrospective analysis of 408 patients diagnosed with onychomycosis who attended three tertiary care Spanish hospitals. The study was conducted to assess the clinical characteristics and outcomes of onychomycosis patients undertaken combined treatment with ciclopirox 8% hydroxypropyl chitosan (CPX 8% HPCH) nail lacquer and oral antifungal agents (terbinafine, itraconazole, and fluconazole). Data were extracted and analyzed using the EHRead technology based on natural language processing and machine learning and using SNOMED CT terminology. The mean age was 51.1 years, with 54.4% females. Repeated nail trauma was the most common risk factor (7.1%). More than half of the patients (56.6%) underwent fungal culture. Terbinafine, itraconazole, and fluconazole were used in 67.7%, 20.8%, and 11.5% of patients, respectively. Treatment synchronicity distribution revealed that 59.1% of patients started concomitant treatment with CPX 8% HPCH and oral antifungals, 27.9% had initial oral antifungals, and 13% had initial nail lacquer. The response to treatment (positive response 15.7%, presumed positive 59.8%) was unrelated to treatment synchronicity or type of antifungal agent. Erythema (5.6%), diarrhea (4.9%), and fever (4.2%) were the most frequently registered potential adverse events. These findings provide valuable insights for physicians regarding the management of patients with onychomycosis in daily practice.

摘要

我们对就诊于西班牙三家三级护理医院的408例诊断为甲癣的患者进行了多中心回顾性分析。本研究旨在评估采用8%环吡酮羟丙基壳聚糖(CPX 8% HPCH)指甲油与口服抗真菌药(特比萘芬、伊曲康唑和氟康唑)联合治疗的甲癣患者的临床特征和治疗结果。基于自然语言处理和机器学习技术并使用SNOMED CT术语,通过EHRead技术提取和分析数据。患者平均年龄为51.1岁,女性占54.4%。反复的指甲外伤是最常见的危险因素(7.1%)。超过一半的患者(56.6%)进行了真菌培养。分别有67.7%、20.8%和11.5%的患者使用了特比萘芬、伊曲康唑和氟康唑。治疗同步性分布显示,59.1%的患者开始同时使用CPX 8% HPCH和口服抗真菌药进行治疗,27.9%的患者最初使用口服抗真菌药,13%的患者最初使用指甲油。治疗反应(阳性反应15.7%,推定阳性59.8%)与治疗同步性或抗真菌药类型无关。红斑(5.6%)、腹泻(4.9%)和发热(4.2%)是最常记录到的潜在不良事件。这些发现为医生在日常实践中管理甲癣患者提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca98/12313871/4d45bd5c489f/41598_2025_10875_Fig3_HTML.jpg

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