Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China.
Lancet Gastroenterol Hepatol. 2020 Apr;5(4):352-361. doi: 10.1016/S2468-1253(19)30413-3. Epub 2020 Jan 22.
Colonoscopy performance varies among endoscopists, impairing the discovery of colorectal cancers and precursor lesions. We aimed to construct a real-time quality improvement system (ENDOANGEL) to monitor real-time withdrawal speed and colonoscopy withdrawal time and to remind endoscopists of blind spots caused by endoscope slipping. We also aimed to evaluate the effectiveness of this system for improving adenoma yield of everyday colonoscopy.
The ENDOANGEL system was developed using deep neural networks and perceptual hash algorithms. We recruited consecutive patients aged 18-75 years from Renmin Hospital of Wuhan University in China who provided written informed consent. We randomly assigned patients (1:1) using computer-generated random numbers and block randomisation (block size of four) to either colonoscopy with the ENDOANGEL system or unassisted colonoscopy (control). Endoscopists were not masked to the random assignment but analysts and patients were unaware of random assignments. The primary endpoint was the adenoma detection rate (ADR), which is the proportion of patients having one or more adenomas detected at colonoscopy. The primary analysis was done per protocol (ie, in all patients having colonoscopy done in accordance with the assigned intervention) and by intention to treat (ie, in all randomised patients). This trial is registered with http://www.chictr.org.cn, ChiCTR1900021984.
Between June 18, 2019, and Sept 6, 2019, 704 patients were randomly allocated colonoscopy with the ENDOANGEL system (n=355) or unassisted (control) colonoscopy (n=349). In the intention-to-treat population, ADR was significantly greater in the ENDOANGEL group than in the control group, with 58 (16%) of 355 patients allocated ENDOANGEL-assisted colonoscopy having one or more adenomas detected, compared with 27 (8%) of 349 allocated control colonoscopy (odds ratio [OR] 2·30, 95% CI 1·40-3·77; p=0·0010). In the per-protocol analysis, findings were similar, with 54 (17%) of 324 patients assigned ENDOANGEL-assisted colonoscopy and 26 (8%) of 318 patients assigned control colonoscopy having one or more adenomas detected (OR 2·18, 95% CI 1·31-3·62; p=0·0026). No adverse events were reported.
The ENDOANGEL system significantly improved the adenoma yield during colonoscopy and seems to be effective and safe for use during routine colonoscopy.
Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Hubei Province Major Science and Technology Innovation Project, and the National Natural Science Foundation of China.
结肠镜检查的表现因内镜医生而异,这会影响结直肠癌和癌前病变的检出率。我们旨在构建一个实时质量改进系统(ENDOANGEL),以监测实时退镜速度和结肠镜退镜时间,并提醒内镜医生注意因内镜滑脱导致的盲区。我们还旨在评估该系统对提高日常结肠镜检查腺瘤检出率的有效性。
ENDOANGEL 系统是使用深度学习网络和感知哈希算法开发的。我们从中国武汉大学人民医院招募了年龄在 18-75 岁之间、签署了书面知情同意书的连续患者。我们使用计算机生成的随机数和区组随机化(区组大小为 4)将患者(1:1)随机分配至接受 ENDOANGEL 系统辅助的结肠镜检查或非辅助结肠镜检查(对照组)。内镜医生未对随机分配情况设盲,但分析人员和患者对随机分配情况不知情。主要终点是腺瘤检出率(ADR),即结肠镜检查时检出一个或多个腺瘤的患者比例。主要分析为按方案(即,所有按分配干预措施进行结肠镜检查的患者)和意向治疗(即,所有随机分配的患者)进行。本试验在中国临床试验注册中心(http://www.chictr.org.cn)注册,注册号 ChiCTR1900021984。
2019 年 6 月 18 日至 2019 年 9 月 6 日期间,共 704 名患者被随机分配至接受 ENDOANGEL 系统辅助的结肠镜检查(n=355)或非辅助(对照组)结肠镜检查(n=349)。在意向治疗人群中,ENDOANGEL 组的 ADR 显著高于对照组,ENDOANGEL 辅助结肠镜检查组中 58(16%)名患者检出一个或多个腺瘤,而对照组中 27(8%)名患者检出一个或多个腺瘤(比值比[OR] 2.30,95%CI 1.40-3.77;p=0.0010)。在按方案分析中,结果类似,ENDOANGEL 辅助结肠镜检查组中 54(17%)名患者和对照组中 26(8%)名患者检出一个或多个腺瘤(OR 2.18,95%CI 1.31-3.62;p=0.0026)。未报告不良事件。
ENDOANGEL 系统显著提高了结肠镜检查中的腺瘤检出率,且在常规结肠镜检查中似乎是有效且安全的。
湖北省消化道微创切口临床医学研究中心,湖北省重大科技创新项目,国家自然科学基金。