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101例机器人辅助Warshaw手术的临床疗效及学习曲线分析:一项回顾性研究

Clinical efficacy and learning curve analysis of 101 robotic-assisted Warshaw procedures: a retrospective study.

作者信息

Liu Hongliang, Hao Qisheng, Wang Xi, Cheng Mengxing, Qiu Fabo, Zhou Bin

机构信息

Department of Hepatobiliary and Pancreatic Surgery and Retroperitoneal Tumor Surgery, The Affiliated Hospital of Qingdao University, No. 16 Jiangsu Road, Qingdao, 266000, China.

Department of Oncology, Women and Children's Hospital, Affiliated to Qingdao University, Qingdao, 266000, China.

出版信息

Surg Endosc. 2025 May 15. doi: 10.1007/s00464-025-11790-6.

Abstract

OBJECTIVE

To evaluate the clinical efficacy of robotic-assisted Warshaw procedure and analyze its learning curve.

METHODS

This retrospective case series analyzed 101 consecutive patients who underwent robotic-assisted Warshaw procedure at the Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Qingdao University, between November 2020 and January 2023. Patient demographics, perioperative outcomes, pathological findings, and follow-up data were collected. For continuous variables such as operative time and blood loss, the cumulative sum (CUSUM) method and best-fit curve analysis were employed to assess the learning curve. For categorical variables including major complications and textbook outcome, a 2-piece linear model was used. Patients were stratified into early learning phase and proficiency phase groups based on the identified inflection points, and perioperative outcomes were compared between groups.

RESULTS

(1) Patient demographics and perioperative outcomes: Among 101 patients (21 males [20.79%] and 80 females [79.21%], mean age 48.90 ± 11.97 years), the mean operative time was 187.09 ± 52.36 min and median blood loss was 50 ml (IQR: 20-100 ml). The Warshaw procedure was successfully completed in 91 patients (90.10%), while 7 patients (6.93%) required conversion to distal pancreatectomy with splenectomy, and 3 patients (2.97%) were converted to open surgery. Postoperative pancreatic fistula (POPF) occurred in 18 patients (17.82%), including 13 biochemical leaks (12.87%) and 5 grade B fistulas (4.95%), with no grade C fistulas. No chylous fistula or delayed gastric emptying was observed. Postoperative hemorrhage occurred in 5 patients (4.95%) and intra-abdominal infection in 3 patients (2.97%), with 2 patients (1.98%) experiencing both complications requiring reoperation. One patient (0.99%) developed bowel obstruction. The mean time to first oral intake was 2.35 ± 0.69 days. Fifty-six patients (55.44%) were discharged with drains. Median postoperative hospital stay was 6.00 days (IQR: 5.00-7.50), and mean drainage duration was 9.88 ± 2.92 days. All patients were discharged without perioperative mortality or 90 day readmission. During follow-up, 10 patients (16.13%, 10/62) developed varying degrees of splenic infarction, and 13 patients (20.96%, 13/62) developed gastric varices, but no severe complications such as splenic abscess or gastrointestinal bleeding occurred. (2) Learning curve analysis: For operative time and blood loss, CUSUM learning curves were best fitted by the equations: CUSUM(operative time) = 0.003156X - 1.141X + 83.71X - 1.092 and CUSUM(blood loss) = 0.01250X - 2.889X + 167.4X - 33.65 (where X represents case number), with R values of 0.936 and 0.927, respectively (P < 0.05). The CUSUM value for operative time peaked at case 45, while that for blood loss peaked at case 39. For postoperative complications, the learning curve inflection point was case 60, while for textbook outcome, it was case 85. (3) Comparison between learning phases: Using operative time (case 45) as the cutoff point, there were no significant differences in ASA scores or POPF rates between the two phases (P > 0.05). However, significant improvements were observed in operative time, blood loss, and drainage duration in the proficiency phase (P < 0.05). Using textbook outcome (case 85) as the cutoff point, significant improvements were seen in operative time, blood loss, and textbook outcome achievement (P < 0.05).

CONCLUSION

(1) The robotic-assisted Warshaw procedure is safe and feasible. (2) Learning curve analysis revealed that proficiency in operative time and blood loss was achieved earlier, followed by postoperative complications (60 cases), while mastery of textbook outcomes required the most experience (85 cases).

摘要

目的

评估机器人辅助Warshaw手术的临床疗效并分析其学习曲线。

方法

本回顾性病例系列分析了2020年11月至2023年1月期间在青岛大学附属医院肝胆胰外科连续接受机器人辅助Warshaw手术的101例患者。收集患者的人口统计学资料、围手术期结果、病理检查结果及随访数据。对于手术时间和失血量等连续变量,采用累积和(CUSUM)法及最佳拟合曲线分析来评估学习曲线。对于包括主要并发症和教科书式结局在内的分类变量,使用两段线性模型。根据确定的转折点将患者分为早期学习阶段和熟练阶段组,并比较两组的围手术期结果。

结果

(1)患者人口统计学资料及围手术期结果:101例患者中(男性21例[20.79%],女性80例[79.21%],平均年龄48.90±11.97岁),平均手术时间为187.09±52.36分钟,中位失血量为50毫升(四分位间距:20 - 100毫升)。91例患者(90.10%)成功完成Warshaw手术,7例患者(6.93%)需转为远端胰腺切除术加脾切除术,3例患者(2.97%)转为开放手术。术后胰瘘(POPF)发生在18例患者(17.82%)中,包括13例生化漏(12.87%)和5例B级瘘(4.95%),无C级瘘。未观察到乳糜瘘或胃排空延迟。术后出血发生在5例患者(4.95%)中,腹腔内感染发生在3例患者(2.97%)中,2例患者(1.98%)同时出现这两种并发症需再次手术。1例患者(0.99%)发生肠梗阻。首次经口进食的平均时间为2.35±0.69天。56例患者(55.44%)带引流管出院。术后中位住院时间为6.00天(四分位间距:5.00 - 7.50),平均引流时间为9.88±2.92天。所有患者均无围手术期死亡或术后90天再入院。随访期间,10例患者(16.13%,10/62)发生不同程度的脾梗死,13例患者(20.96%,13/62)发生胃静脉曲张,但未发生脾脓肿或胃肠道出血等严重并发症。(2)学习曲线分析:对于手术时间和失血量,CUSUM学习曲线的最佳拟合方程分别为:CUSUM(手术时间)=0.003156X - 1.141X + 83.71X - 1.092和CUSUM(失血量)=0.01250X - 2.889X + 167.4X - 33.65(其中X代表病例序号),R值分别为0.936和0.927(P < 0.05)。手术时间的CUSUM值在第45例时达到峰值,失血量的CUSUM值在第39例时达到峰值。对于术后并发症,学习曲线转折点为第60例,对于教科书式结局,转折点为第85例。(3)学习阶段比较:以手术时间(第45例)为分界点,两阶段的美国麻醉医师协会(ASA)评分或POPF发生率无显著差异(P > 0.05)。然而,熟练阶段的手术时间、失血量和引流时间有显著改善(P < 0.05)。以教科书式结局(第85例)为分界点,手术时间、失血量和教科书式结局达成情况有显著改善(P < 0.05)。

结论

(1)机器人辅助Warshaw手术安全可行。(2)学习曲线分析显示,手术时间和失血量的熟练掌握较早实现,其次是术后并发症(60例),而掌握教科书式结局需要最多经验(85例)。

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