Medecins Sans Frontieres, Geneva, Switzerland.
George Washington University, Washington, District of Columbia, United States of America.
PLoS Med. 2020 Nov 19;17(11):e1003378. doi: 10.1371/journal.pmed.1003378. eCollection 2020 Nov.
Cervical cancer is among the most common preventable cancers with the highest morbidity and mortality. The World Health Organization (WHO) recommends visual inspection of the cervix with acetic acid (VIA) as cervical cancer screening strategy in resource-poor settings. However, there are barriers to the sustainability of VIA programs including declining providers' VIA competence without mentorship and quality assurances and challenges of integration into primary healthcare. This study seeks to evaluate the impact of smartphone-based strategies in improving reliability, reproducibility, and quality of VIA in humanitarian settings.
We implemented smartphone-based VIA that included standard VIA training, adapted refresher, and 6-month mHealth mentorship, sequentially, in the rural Shiselweni region of Eswatini. A remote expert reviewer provided diagnostic and management feedback on patients' cervical images, which were reviewed weekly by nurses. Program's outcomes, VIA image agreement rates, and Kappa statistic were compared before, during, and after training. From September 1, 2016 to December 31, 2018, 4,247 patients underwent screening; 247 were reviewed weekly by a VIA diagnostic expert. Of the 247, 128 (49%) were HIV-positive; mean age was 30.80 years (standard deviation [SD]: 7.74 years). Initial VIA positivity of 16% (436/2,637) after standard training gradually increased to 25.1% (293/1,168), dropped to an average of 9.7% (143/1,469) with a lowest of 7% (20/284) after refresher in 2017 (p = 0.001), increased again to an average of 9.6% (240/2,488) with a highest of 17% (17/100) before the start of mentorship, and dropped to an average of 8.3% (134/1,610) in 2018 with an average of 6.3% (37/591) after the start of mentorship (p = 0.019). Overall, 88% were eligible for and 68% received cryotherapy the same day: 10 cases were clinically suspicious for cancer; however, only 5 of those cases were confirmed using punch biopsy. Agreement rates with the expert reviewer for positive and negative cases were 100% (95% confidence interval [CI]: 79.4% to 100%) and 95.7% (95% CI: 92.2% to 97.9%), respectively, with negative predictive value (NPV) (100%), positive predictive value (PPV) (63.5%), and area under the curve of receiver operating characteristics (AUC ROC) (0.978). Kappa statistic was 0.74 (95% CI; 0.58 to 0.89); 0.64 and 0.79 at 3 and 6 months, respectively. In logistic regression, HIV and age were associated with VIA positivity (adjusted Odds Ratio [aOR]: 3.53, 95% CI: 1.10 to 11.29; p = 0.033 and aOR: 1.06, 95% CI: 1.0004 to 1.13; p = 0.048, respectively). We were unable to incorporate a control arm due to logistical constraints in routine humanitarian settings.
Our findings suggest that smartphone mentorship provided experiential learning to improve nurses' competencies and VIA reliability and reproducibility, reduced false positive, and introduced peer-to-peer education and quality control services. Local collaboration; extending services to remote populations; decreasing unnecessary burden to screened women, providers, and tertiary centers; and capacity building through low-tech high-yield screening are promising strategies for scale-up of VIA programs.
宫颈癌是最常见的可预防癌症之一,其发病率和死亡率最高。世界卫生组织(WHO)建议在资源匮乏的环境中使用醋酸视觉检查(VIA)作为宫颈癌筛查策略。然而,VIA 项目的可持续性存在一些障碍,包括没有指导和质量保证,提供者的 VIA 能力下降,以及将其整合到初级保健中的挑战。本研究旨在评估基于智能手机的策略在改善人道主义环境中 VIA 的可靠性、可重复性和质量方面的影响。
我们在斯威士兰的 Shiselweni 农村地区实施了基于智能手机的 VIA,包括标准的 VIA 培训、适应性复习和 6 个月的移动医疗指导,依次进行。远程专家评审员为患者的宫颈图像提供诊断和管理反馈,这些图像每周由护士进行审查。比较了培训前后、培训期间和培训后的项目结果、VIA 图像一致率和 Kappa 统计数据。从 2016 年 9 月 1 日至 2018 年 12 月 31 日,共有 4247 名患者接受了筛查;247 名患者每周由 VIA 诊断专家进行审查。在这 247 名患者中,有 128 名(49%)HIV 阳性;平均年龄为 30.80 岁(标准差 [SD]:7.74 岁)。标准培训后,VIA 阳性率最初为 16%(2637 人中的 436 人),逐渐增加到 25.1%(1168 人中的 293 人),在 2017 年的复习后降至平均 9.7%(1469 人中的 143 人),最低为 7%(284 人中的 20 人)(p = 0.001),在开始指导前再次增加到平均 9.6%(2488 人中的 240 人),最高为 17%(100 人中的 17 人),在开始指导后降至平均 8.3%(1610 人中的 134 人),平均为 6.3%(591 人中的 37 人)(p = 0.019)。总体而言,88%的人有资格接受治疗,68%的人当天接受了冷冻疗法:有 10 例临床疑似癌症;然而,只有 5 例通过活检得到证实。阳性和阴性病例与专家评审员的一致率分别为 100%(95%置信区间 [CI]:79.4%至 100%)和 95.7%(95%CI:92.2%至 97.9%),阴性预测值(NPV)为 100%,阳性预测值(PPV)为 63.5%,接受者操作特征曲线的曲线下面积(AUC ROC)为 0.978。Kappa 统计量为 0.74(95%CI:0.58 至 0.89);分别为 0.64 和 0.79,在 3 个月和 6 个月时。在逻辑回归中,HIV 和年龄与 VIA 阳性相关(调整后的优势比 [aOR]:3.53,95%CI:1.10 至 11.29;p = 0.033 和 aOR:1.06,95%CI:1.0004 至 1.13;p = 0.048)。由于在常规人道主义环境中存在后勤限制,我们无法纳入对照组。
我们的研究结果表明,智能手机指导为提高护士的能力和 VIA 的可靠性和可重复性提供了经验学习,降低了假阳性率,并引入了同行教育和质量控制服务。地方合作;将服务扩展到偏远地区的人群;减少对筛查妇女、提供者和三级中心的不必要负担;以及通过低技术高收益筛查进行能力建设,是扩大 VIA 项目规模的有前途的策略。