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使用智能手机应用程序监测雷诺氏发作并量化皮肤颜色变化——迈向雷诺氏病的客观疗效指标。

Using a smartphone app to monitor Raynaud's attacks and quantify skin colour changes-towards objective outcome measures for Raynaud's.

作者信息

Dinsdale Graham, Murray Andrea, Manning Joanne, Dickinson Mark, Herrick Ariane L, Taylor Chris J

机构信息

Rheumatology Department, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK.

Division of Musculoskeletal and Dermatological Sciences, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.

出版信息

Rheumatology (Oxford). 2025 Jul 1;64(7):4236-4244. doi: 10.1093/rheumatology/keaf141.

Abstract

OBJECTIVES

Our overall aim was to develop a smartphone app to collect photographic images of Raynaud's phenomenon (RP) attacks alongside patient reported outcome measures (PROMs). Specific objectives included assessing the feasibility of patients documenting RP attacks using mobile phones, developing image analysis methods to document colour change, and comparing photographic parameters with 'non-imaging' app and paper diary parameters.

METHODS

In study 1, 36 patients with systemic sclerosis (SSc)-related RP photographed RP attacks over 15 days as well as completing an RP paper diary. In study 2, 40 patients with either SSc-related or primary RP used a smartphone app to collect, over 15 days, photographic images and data including frequency and severity of attacks. In both studies, mean colour change during each attack (indicating severity) was quantified by the Bhattacharyya distance.

RESULTS

In study 1, 24/36 (67%) patients completed the study of whom 22 photographed at least one RP attack (median number of attacks 12.5, range 1-53); 18/24 (75%) patients preferred phone to paper diary documentation. 'Photographic' and 'paper diary' frequency (but not severity) of attacks correlated strongly, with a correlation coefficient of 0.71 (95% CI: 0.41, 0.87); P = 0.002. In study 2, 36/40 (90%) completed the study, providing 1747 usable images from 456 RP attacks. ANOVA demonstrated that RP colour change was significantly different with different values of RP attack severity (P <0.001).

CONCLUSION

Collecting photographs of RP attacks and PROMS via a smartphone app was feasible and preferred by patients to data collection via paper diary, providing proof-of-concept for validation studies of app-based outcome measures for RP.

摘要

目的

我们的总体目标是开发一款智能手机应用程序,用于收集雷诺现象(RP)发作的照片图像以及患者报告的结局指标(PROMs)。具体目标包括评估患者使用手机记录RP发作的可行性,开发图像分析方法以记录颜色变化,并将摄影参数与“非成像”应用程序和纸质日记参数进行比较。

方法

在研究1中,36例系统性硬化症(SSc)相关RP患者在15天内拍摄RP发作照片,并填写RP纸质日记。在研究2中,40例SSc相关或原发性RP患者使用智能手机应用程序在15天内收集照片图像和数据,包括发作频率和严重程度。在两项研究中,每次发作期间的平均颜色变化(表示严重程度)通过巴氏距离进行量化。

结果

在研究1中,24/36(67%)患者完成了研究,其中22例拍摄了至少一次RP发作(发作中位数为12.5,范围为1 - 53);18/24(75%)患者更喜欢用手机记录而非纸质日记。发作的“摄影”和“纸质日记”频率(但不是严重程度)高度相关,相关系数为0.71(95%CI:0.41,0.87);P = 0.002。在研究2中,36/40(90%)患者完成了研究,提供了来自456次RP发作的1747张可用图像。方差分析表明,不同RP发作严重程度值下的RP颜色变化有显著差异(P <0.001)。

结论

通过智能手机应用程序收集RP发作照片和PROMs是可行的,且患者比通过纸质日记收集数据更喜欢这种方式,为基于应用程序的RP结局指标验证研究提供了概念验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b7bd/12212912/4da10ac87fbc/keaf141f1.jpg

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