• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

对来自单一三级医疗机构的435例机器人胰十二指肠切除术术后学习曲线的十年前瞻性分析。

A decade-long prospective analysis of the learning curve after 435 robotic pancreaticoduodenectomies from a single tertiary institution.

作者信息

Christodoulou Maria, Pattilachan Tara M, Sucandy Iswanto, Thompson Jared, Ross Sharona B

机构信息

Foregut and HPB Division, Digestive Health Institute Advent Health Tampa, 3000 Medical Park Drive, Suite #500, Tampa, FL, USA.

出版信息

J Robot Surg. 2025 Jul 11;19(1):376. doi: 10.1007/s11701-025-02553-5.

DOI:10.1007/s11701-025-02553-5
PMID:40643746
Abstract

INTRODUCTION

Robotic pancreaticoduodenectomy (PD) has emerged as a leading approach in complex pancreatic surgery, but the path to proficiency is steep. While early learning curve assessments are available for simpler robotic procedures, few studies quantify the extended time and caseload needed to achieve consistency and mastery in robotic PD.

METHODS

With IRB approval, we prospectively followed 435 patients who underwent robotic PD between 2013 and 2024. The learning curve was assessed using Cumulative Sum (CUSUM) analysis based on operative time. Data are presented as median (mean ± SD), and statistical significance was set at p ≤ 0.05.

RESULTS

CUSUM analysis identified the turning point for consistent procedural proficiency at 88 cases. Patient characteristics included a median age of 70 (68 ± 10.9) years, BMI of 27 (27 ± 5.1) kg/m, and a predominance of males (54%). A total of 253 patients (58%) had previous abdominal surgery, 36 (8%) had undergone neoadjuvant therapy, and average ASA class and Charlson Comorbidity Index were 3 (± 3) and 5 (± 1.5), respectively. Over time, operative efficiency translated into improved outcomes: unplanned conversions to open surgery declined significantly (p < 0.0001), estimated blood loss decreased (p = 0.04), and hospital stays shortened (p = 0.008). Interestingly, despite growing proficiency, operative times increased (p < 0.0001), reflecting a shift toward more technically demanding cases. A significant rise was also observed in the proportion of patients with prior abdominal surgeries treated after the learning curve milestone (p = 0.007).

CONCLUSIONS

True mastery in robotic PD demands extended experience, with significant procedural gains occurring after the 88-case mark. This extended learning curve should be acknowledged when designing training programs and evaluating surgical outcomes in robotic pancreatic surgery.

摘要

引言

机器人胰十二指肠切除术(PD)已成为复杂胰腺手术的主要方法,但熟练掌握该技术的道路崎岖。虽然对于较简单的机器人手术已有早期学习曲线评估,但很少有研究量化在机器人PD手术中实现一致性和精通所需的延长时间和病例数量。

方法

经机构审查委员会(IRB)批准,我们前瞻性地跟踪了2013年至2024年间接受机器人PD手术的435例患者。使用基于手术时间的累积和(CUSUM)分析来评估学习曲线。数据以中位数(平均值±标准差)表示,统计学显著性设定为p≤0.05。

结果

CUSUM分析确定在88例手术时达到一致的手术熟练程度的转折点。患者特征包括年龄中位数为70(68±10.9)岁,体重指数为27(27±5.1)kg/m²,男性占多数(54%)。共有253例患者(58%)曾接受过腹部手术,36例(8%)接受过新辅助治疗,平均美国麻醉医师协会(ASA)分级和查尔森合并症指数分别为3(±3)和5(±1.5)。随着时间的推移,手术效率转化为更好的结果:非计划中转开腹手术显著减少(p<0.0001),估计失血量减少(p=0.04),住院时间缩短(p=0.008)。有趣的是,尽管熟练程度不断提高,但手术时间却增加了(p<0.0001),这反映了手术病例向技术要求更高的方向转变。在学习曲线里程碑之后,接受过腹部手术的患者比例也显著上升(p=0.007)。

结论

真正掌握机器人PD手术需要长期经验,在完成88例手术后手术操作有显著改善。在设计机器人胰腺手术培训计划和评估手术结果时,应认识到这一延长的学习曲线。

相似文献

1
A decade-long prospective analysis of the learning curve after 435 robotic pancreaticoduodenectomies from a single tertiary institution.对来自单一三级医疗机构的435例机器人胰十二指肠切除术术后学习曲线的十年前瞻性分析。
J Robot Surg. 2025 Jul 11;19(1):376. doi: 10.1007/s11701-025-02553-5.
2
Clinical efficacy and learning curve analysis of 101 robotic-assisted Warshaw procedures: a retrospective study.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
Surg Endosc. 2025 May 15. doi: 10.1007/s00464-025-11790-6.
3
Learning Curve of Single-Port Robotic-Assisted Extraperitoneal Radical Prostatectomy: A CUSUM-Based Analysis.单孔机器人辅助腹膜外根治性前列腺切除术的学习曲线:基于累积和分析
J Laparoendosc Adv Surg Tech A. 2025 Jul;35(7):542-549. doi: 10.1089/lap.2025.0055. Epub 2025 May 15.
4
Comparison of Two Modern Survival Prediction Tools, SORG-MLA and METSSS, in Patients With Symptomatic Long-bone Metastases Who Underwent Local Treatment With Surgery Followed by Radiotherapy and With Radiotherapy Alone.两种现代生存预测工具 SORG-MLA 和 METSSS 在接受手术联合放疗和单纯放疗治疗有症状长骨转移患者中的比较。
Clin Orthop Relat Res. 2024 Dec 1;482(12):2193-2208. doi: 10.1097/CORR.0000000000003185. Epub 2024 Jul 23.
5
Learning curve of laparoscopic and robotic pancreas resections: a systematic review.腹腔镜和机器人胰腺切除术的学习曲线:系统评价。
Surgery. 2021 Jul;170(1):194-206. doi: 10.1016/j.surg.2020.11.046. Epub 2021 Feb 2.
6
Does the Presence of Missing Data Affect the Performance of the SORG Machine-learning Algorithm for Patients With Spinal Metastasis? Development of an Internet Application Algorithm.缺失数据的存在是否会影响 SORG 机器学习算法在脊柱转移瘤患者中的性能?开发一种互联网应用算法。
Clin Orthop Relat Res. 2024 Jan 1;482(1):143-157. doi: 10.1097/CORR.0000000000002706. Epub 2023 Jun 12.
7
Learning curve of robotic assisted total knee arthroplasty within a surgical team: A prospective study of 115 cases.手术团队中机器人辅助全膝关节置换术的学习曲线:115例前瞻性研究。
Orthop Traumatol Surg Res. 2025 Jun 30:104325. doi: 10.1016/j.otsr.2025.104325.
8
Does Augmenting Irradiated Autografts With Free Vascularized Fibula Graft in Patients With Bone Loss From a Malignant Tumor Achieve Union, Function, and Complication Rate Comparably to Patients Without Bone Loss and Augmentation When Reconstructing Intercalary Resections in the Lower Extremity?对于因恶性肿瘤导致骨缺损的患者,在重建下肢节段性切除时,采用带血管游离腓骨移植来增强照射后的自体骨移植,其骨愈合、功能及并发症发生率与无骨缺损且未进行增强的患者相比是否相当?
Clin Orthop Relat Res. 2025 Jun 26. doi: 10.1097/CORR.0000000000003599.
9
Effect of robotic versus open pancreaticoduodenectomy on postoperative length of hospital stay and complications for pancreatic head or periampullary tumours: a multicentre, open-label randomised controlled trial.机器人与开腹胰十二指肠切除术对胰头或壶腹周围肿瘤术后住院时间和并发症的影响:一项多中心、开放标签随机对照试验。
Lancet Gastroenterol Hepatol. 2024 May;9(5):428-437. doi: 10.1016/S2468-1253(24)00005-0. Epub 2024 Feb 28.
10
A Training System for Surgeons to Safely Introduce Robotic Colectomy Using a Real-Time Annotation Tool and Hybrid Surgery: Learning Curve Evaluation via Cumulative Sum Analysis.一种使用实时标注工具和混合手术让外科医生安全开展机器人结肠切除术的培训系统:通过累积和分析进行学习曲线评估
Asian J Endosc Surg. 2025 Jan-Dec;18(1):e70103. doi: 10.1111/ases.70103.

本文引用的文献

1
Learning curve analysis after 500 robotic hepatectomies.500 例机器人肝切除术学习曲线分析。
J Gastrointest Surg. 2024 Jul;28(7):1039-1044. doi: 10.1016/j.gassur.2024.04.012. Epub 2024 Apr 16.
2
Learning Curves in Open, Laparoscopic, and Robotic Pancreatic Surgery: A Systematic Review and Proposal of a Standardization.开放、腹腔镜及机器人胰腺手术的学习曲线:一项系统评价及标准化建议
Ann Surg Open. 2022 Jan 27;3(1):e111. doi: 10.1097/AS9.0000000000000111. eCollection 2022 Mar.
3
The Feasibility, Proficiency, and Mastery Learning Curves in 635 Robotic Pancreatoduodenectomies Following a Multicenter Training Program: "Standing on the Shoulders of Giants".
635 例机器人胰十二指肠切除术的可行性、熟练程度和掌握学习曲线:“站在巨人的肩膀上”。
Ann Surg. 2023 Dec 1;278(6):e1232-e1241. doi: 10.1097/SLA.0000000000005928. Epub 2023 Jun 8.
4
Learning curve for a surgeon in robotic pancreaticoduodenectomy through a "G"-shaped approach: A cumulative sum analysis.通过“G”形入路进行机器人胰十二指肠切除术的外科医生学习曲线:累积和分析
World J Clin Cases. 2022 May 16;10(14):4357-4367. doi: 10.12998/wjcc.v10.i14.4357.
5
500 Minimally Invasive Robotic Pancreatoduodenectomies: One Decade of Optimizing Performance.500 例微创机器人胰十二指肠切除术:十年优化成果。
Ann Surg. 2021 May 1;273(5):966-972. doi: 10.1097/SLA.0000000000003550.
6
Learning curves for robotic pancreatic surgery-from distal pancreatectomy to pancreaticoduodenectomy.机器人胰腺手术的学习曲线——从远端胰腺切除术到胰十二指肠切除术
Medicine (Baltimore). 2018 Nov;97(45):e13000. doi: 10.1097/MD.0000000000013000.
7
A systematic review of the learning curve in robotic surgery: range and heterogeneity.机器人手术学习曲线的系统评价:范围和异质性。
Surg Endosc. 2019 Feb;33(2):353-365. doi: 10.1007/s00464-018-6473-9. Epub 2018 Sep 28.
8
The Learning Curve in Robotic Pancreaticoduodenectomy.机器人胰十二指肠切除术的学习曲线
Dig Surg. 2016;33(4):299-307. doi: 10.1159/000445015. Epub 2016 May 25.