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临床实践中的术中左侧结直肠吻合口测试:iCral3 前瞻性队列的多处理机器学习分析。

Intraoperative left-sided colorectal anastomotic testing in clinical practice: a multi-treatment machine-learning analysis of the iCral3 prospective cohort.

机构信息

General Surgery Unit, Sandro Pertini Hospital, ASL Roma 2, Via dei Monti Tiburtini, 385, 00157, Rome, Italy.

General Surgery Unit, University of L'Aquila, L'Aquila, Italy.

出版信息

Updates Surg. 2024 Sep;76(5):1715-1727. doi: 10.1007/s13304-024-01883-7. Epub 2024 May 20.

DOI:10.1007/s13304-024-01883-7
PMID:38767835
Abstract

BACKGROUND

Current evidence about intraoperative anastomotic testing after left-sided colorectal resections is still controversial. The aim of this study was to analyze the impact of Indocyanine Green fluorescent angiography (ICG-FA) and air-leak test (ALT) over standard assessment on anastomotic leakage (AL) rates according to surgeon's perception of anastomosis perfusion and/or integrity in clinical practice.

METHODS

A database of 2061 patients who underwent left-sided colorectal resections was selected from patients enrolled in a prospective multicenter study. It was retrospectively analyzed through a multi-treatment machine-learning model considering standard visual assessment (NW; No. = 899; 43.6%) as the reference treatment arm, compared to ICG-FA alone (WP; No. = 409; 19.8%), ALT alone (WI; No. = 420; 20.4%) or both (WPI; No. = 333; 16.2%). Twenty-four covariates potentially affecting the outcomes were included and balanced into the model within the subgroups. The primary endpoint was AL, the secondary endpoints were overall morbidity (OM), major morbidity (MM), reoperation for AL, and mortality. All the results were reported as odds ratio (OR) with 95% confidence intervals (95%CI).

RESULTS

The WPI subgroup showed significantly higher AL risk (OR 1.91; 95% CI 1.02-3.59; p 0.043), MM risk (OR 2.35; 95% CI 1.39-3.97; p 0.001), and reoperation for AL risk (OR 2.44; 95% CI 1.12-5.31; p 0.025). No other significant differences were recorded.

CONCLUSIONS

This study showed that the surgeons' perception of both anastomotic perfusion and integrity (WPI subgroup) was associated to a significantly higher risk of AL and related morbidity, notwithstanding the extensive use of both ICG-FA and ALT testing.

摘要

背景

目前关于左半结直肠切除术后术中吻合口检测的证据仍存在争议。本研究旨在分析吲哚菁绿荧光血管造影(ICG-FA)和漏气试验(ALT)在外科医生术中对吻合口血供和/或完整性的评估对吻合口漏(AL)发生率的影响,从而超过标准评估。

方法

从参加前瞻性多中心研究的患者中选择了 2061 例接受左半结直肠切除术的患者的数据库,通过多治疗机器学习模型进行回顾性分析,将标准视觉评估(NW;n=899;43.6%)作为参考治疗组,与单独使用吲哚菁绿荧光血管造影(WP;n=409;19.8%)、单独使用漏气试验(WI;n=420;20.4%)或两者(WPI;n=333;16.2%)进行比较。纳入了 24 个可能影响结果的协变量,并在亚组内将其平衡到模型中。主要终点是 AL,次要终点是总发病率(OM)、主要发病率(MM)、因 AL 再次手术和死亡率。所有结果均以比值比(OR)及其 95%置信区间(95%CI)报告。

结果

WPI 亚组的 AL 风险显著增加(OR 1.91;95%CI 1.02-3.59;p=0.043)、MM 风险(OR 2.35;95%CI 1.39-3.97;p=0.001)和因 AL 再次手术的风险(OR 2.44;95%CI 1.12-5.31;p=0.025)。未记录到其他显著差异。

结论

本研究表明,外科医生对吻合口血供和完整性的感知(WPI 亚组)与 AL 和相关发病率的显著增加相关,尽管广泛使用 ICG-FA 和 ALT 检测。

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