TaTME

TaTME
  • 文章类型: Case Reports
    在日本,hinotori™手术机器人系统于2022年10月获得用于结直肠癌手术的药物批准。这个系统有一个八个轴的操作臂,可调臂底座,和灵活的三维观察者,这有望在结直肠癌手术中具有优势。一名55岁的男子因黑便出现在我们医院,被诊断为cT3N0M0直肠癌。患者使用hinotori™手术机器人系统进行括约肌间切除术。直肠操作可适当放置端口,淋巴结清扫术,和臂底座角度调整。在这里,我们报告了世界上第一个直肠癌手术使用hinotori™手术机器人系统与TaTME由两个团队。
    In Japan, the hinotori™ Surgical Robot System obtained pharmaceutical approval for use in colorectal cancer surgery in October 2022. This system has an operating arm with eight axes, adjustable arm base, and flexible three-dimensional viewer, which are expected to be advantageous in colorectal cancer surgery. A 55-year-old man presented to our hospital with melena and was diagnosed with cStage IIA (cT3N0M0) rectal cancer. The patient underwent intersphincteric resection using hinotori™ Surgical Robot System. Appropriate port placement was available for rectal manipulation, lymph node dissection, and arm base angle adjustment. Herein, we report the world\'s first rectal cancer surgery using the hinotori™ Surgical Robot System with TaTME by two teams.
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  • 文章类型: Journal Article
    背景:后肛门直肠角度陡峭,经肛门全直肠系膜切除术(taTME)可能有在错误的平面或更高的起点解剖的风险,导致留下远端直肠系膜。尽管可以通过术前MRI评估直肠远端边缘,它需要熟练的放射科医生和高清图像进行准确的评估。这项研究开发了一种深度神经网络(DNN)来预测远端直肠系膜边缘的最佳水平。
    方法:共182个从癌症图像档案(TCIA)数据库中提取的盆腔MRI图像。DNN是使用性别开发的,选择前肛门直肠角和后肛门角的程度作为输入变量,而选择前直肠系膜和后直肠距肛门边缘的距离之间的差异作为目标。通过回归值(R)评估可预测性能力,回归值是预测输出与实际目标之间的相关性。
    结果:前角为钝角,后角从锐角到钝角不等,平均角差为35.5°±14.6。前、后直肠系膜末端距离的平均差值为18.6±6.6mm。开发的DNN在训练过程中与目标有非常密切的相关性,验证,和测试(R=0.99,0.81和0.89,P<0.001)。预测的直肠系膜远端边缘水平与实际最佳水平密切相关(R=0.91,P<0.001)。
    结论:人工智能可以帮助制定或确认术前决定。此外,所开发的模型可以提醒外科医生注意这一潜在风险以及重新定位直肠切除术切口的必要性.
    BACKGROUND: With steep posterior anorectal angulation, transanal total mesorectal excision (taTME) may have a risk of dissection in the wrong plane or starting higher up, resulting in leaving distal mesorectum behind. Although the distal mesorectal margin can be assessed by preoperative MRI, it needs skilled radiologist and high-definition image for accurate evaluation. This study developed a deep neural network (DNN) to predict the optimal level of distal mesorectal margin.
    METHODS: A total of 182 pelvic MRI images extracted from the cancer image archive (TCIA) database were included. A DNN was developed using gender, the degree of anterior and posterior anorectal angles as input variables while the difference between anterior and posterior mesorectal distances from anal verge was selected as a target. The predictability power was assessed by regression values (R) which is the correlation between the predicted outputs and actual targets.
    RESULTS: The anterior angle was an obtuse angle while the posterior angle varied from acute to obtuse with mean angle difference 35.5°±14.6. The mean difference between the anterior and posterior mesorectal end distances was 18.6±6.6mm. The developed DNN had a very close correlation with the target during training, validation, and testing (R=0.99, 0.81, and 0.89, P<0.001). The predicted level of distal mesorectal margin was closely correlated with the actual optimal level (R=0.91, P<0.001).
    CONCLUSIONS: Artificial intelligence can assist in either making or confirming the preoperative decisions. Furthermore, the developed model can alert the surgeons for this potential risk and the necessity of re-positioning the proctectomy incision.
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  • 文章类型: Journal Article
    背景:评估了机器人低位前切除术(rTME)和经肛门全直肠系膜切除术(TaTME)在低位直肠癌患者中的比较结果。
    方法:使用以下数据库进行了系统的在线搜索:PubMed,Scopus,Cochrane数据库,虚拟健康图书馆,临床试验.gov和科学直接。包括rTME与TaTME治疗低位直肠癌的比较研究。主要结果是术后并发症,包括吻合口漏,手术部位感染,和Clavien-Dindo并发症发生率。总手术时间,转换为开放手术,术中失血,强化治疗单位(ITU)和总住院时间(LOS),肿瘤结局和功能结局是其他评估的结局参数.
    结果:共纳入12项研究,共3025例患者,分为rTME组(n=1881)和TaTME组(n=1144)。两组总手术时间差异无统计学意义(P=0.39)。转换为开放手术(P=0.29)和术中失血(P=0.62)。Clavien-Dindo≥3并发症发生率(P=0.47),吻合口漏(P=0.89),再手术率(P=0.62)和再入院率(P=0.92),R0切除(P=0.52),ITULOS(P=0.63)和总医院LOS(P=0.30)在两组之间也显示出相似的结果。然而,rTME组的总淋巴结切除率(P=0.04)和完全性全直肠系膜切除术(TME)率较高(P=0.05).尽管数据集有限,与TaTME组相比,rTME组的Wexner和低位前切除综合征(LARS)评分显示更好的功能结果(分别为P=0.0009和P=0.00001).
    结论:与TaTME相比,rTME似乎提供了更好的功能结果,更高的淋巴结产率和更完整的TME切除,术后并发症情况相似。
    BACKGROUND: Comparative outcomes of robotic low anterior resection (rTME) and trans-anal total mesorectal excision (TaTME) in patients with low rectal cancer were evaluated.
    METHODS: A systematic online search was conducted using the following databases: PubMed, Scopus, Cochrane database, The Virtual Health Library, Clinical trials.gov and Science Direct. Comparative studies of rTME versus TaTME for low rectal cancer were included. Primary outcomes were postoperative complications, including anastomotic leak, surgical site infection, and Clavien-Dindo complication rate. Total operative time, conversion to open surgery, intra-operative blood loss, intensive therapy unit (ITU) and total hospital length of stay (LOS), oncological outcomes and functional outcomes were the other evaluated outcome parameters.
    RESULTS: A total of 12 studies with a total number of 3025 patients divided between rTME (n = 1881) and TaTME (n = 1144) groups were included. There was no significant difference between the two groups for total operative time (P = 0.39), conversion to open surgery (P = 0.29) and intra-operative blood loss (P = 0.62). Clavien-Dindo ≥ 3 complication rate (P = 0.47), anastomotic leak (P = 0.89), rates of re-operation (P = 0.62) and re-admission (P = 0.92), R0 resections (P = 0.52), ITU LOS (P = 0.63) and total hospital LOS (P = 0.30) also showed similar results between the two groups. However, the rTME group had higher rates of total harvested lymph nodes (P = 0.04) and complete total mesorectal excision (TME) resections (P = 0.05). Albeit with a limited dataset, the Wexner and low anterior resection syndrome (LARS) scores showed better functional results in the rTME group compared with the TaTME group (P = 0.0009 and P = 0.00001, respectively).
    CONCLUSIONS: Compared with TaTME, rTME seems to provide better functional outcomes, higher lymph node yield and more complete TME resections with a similar post-operative complications profile.
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  • 文章类型: Journal Article
    探讨直肠癌经肛门全直肠系膜切除术(TaTME)后的肿瘤学结果和局部复发(LR)的危险因素。
    据报道,挪威和荷兰在TaTME之后早期出现了高LR率和多焦点模式,引起了对这种技术的肿瘤安全性的争议。
    日本腹腔镜结直肠外科学会的26个成员机构参加了这项回顾性队列研究。纳入2012年1月至2019年12月接受TaTME治疗的原发性直肠癌患者共706例进行分析。主要终点是累积3年LR率。
    共有253例患者有临床III期疾病(35.8%),91例(12.9%)有IV期。318例(45.0%)进行了括约肌间切除术,193例(27.3%)进行了腹部手术切除。尿道损伤1例(0.1%)。42例患者(5.9%)出现阳性切缘(R1)。中位随访时间为3.42年,2年和3年累计LR率分别为4.95%(95%置信区间:3.50-6.75)和6.82%(95%置信区间:5.08-8.89),分别。在56例LR患者中,有14例(25%)观察到多焦模式。从肛门边缘的肿瘤高度,病理T4疾病,病理III/IV期,神经周浸润阳性,在多变量分析中,R1切除是LR的重要危险因素。
    在这个选定的队列中,一半以上的病例进行了括约肌间切除术或腹部会阴切除术,在超过3年的中位随访期间,肿瘤结局是可接受的.
    UNASSIGNED: To investigate the oncological outcomes after transanal total mesorectal excision (TaTME) for rectal cancer and risk factors for local recurrence (LR).
    UNASSIGNED: A high LR rate with a multifocal pattern early after TaTME has been reported in Norway and the Netherlands, causing controversy over the oncological safety of this technique.
    UNASSIGNED: Twenty-six member institutions of the Japan Society of Laparoscopic Colorectal Surgery participated in this retrospective cohort study. A total of 706 patients with primary rectal cancer who underwent TaTME between January 2012 and December 2019 were included for analysis. The primary endpoint was the cumulative 3-year LR rate.
    UNASSIGNED: A total of 253 patients had clinical stage III disease (35.8%) and 91 (12.9%) had stage IV. Intersphincteric resection was performed in 318 patients (45.0%) and abdominoperineal resection in 193 (27.3%). There was 1 urethral injury (0.1%). A positive resection margin (R1) was seen in 42 patients (5.9%). Median follow-up was 3.42 years, and the 2- and 3-year cumulative LR rates were 4.95% (95% confidence interval: 3.50-6.75) and 6.82% (95% confidence interval: 5.08-8.89), respectively. A multifocal pattern was observed in 14 (25%) of 56 patients with LR. Tumor height from the anal verge, pathological T4 disease, pathological stage III/IV, positive perineural invasion, and R1 resection were significant risk factors for LR in multivariable analysis.
    UNASSIGNED: In this selected cohort in which intersphincteric resection or abdominoperineal resection was performed in more than half of cases, oncological outcomes were acceptable during a median follow-up of more than 3 years.
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  • 文章类型: Systematic Review
    目的:经肛门全直肠系膜切除术(taTME)是一种用于辅助彻底切除直肠的方法。通过采用自然孔口手术的概念,与传统技术相比,它提供了潜在的好处。对这一战略的早期热情导致其迅速和广泛采用。在挪威发现了一种罕见的局部区域复发多灶性模式,从而促成了地方暂停。本系统评价和荟萃分析的目的是确定直肠癌taTME术后局部复发的发生率。
    方法:符合Cochrane干预措施系统审查手册和系统审查和荟萃分析(PRISMA)指南清单的首选报告项目,我们进行了系统评价和荟萃分析.这包括2010年至2021年间发表的taTME和优先腹腔镜手术之间的病例系列和比较研究。
    结果:共检索到1175项研究。在移除和筛选质量和相关性后,最终分析包含40项研究。taTME术后局部复发率为3.4%(95%CI2.9%-3.9%,I2=0%)在4987例患者中,随访时间为0.7至5.5年。与腹腔镜TME相比,taTME组的局部复发无统计学差异(p=0.076);然而,可能性较小(OR=0.51,95%CI0.24-1.09,I2=0%)。全身复发和环周切除边缘状态是次要结果;然而,差异无统计学意义。
    结论:我们的数据表明,常规腹腔镜和经肛门TME手术的局部复发可能具有可比性,这表明,对于在专门机构接受治疗且经过谨慎选择的患者,可以在不影响局部肿瘤结局的情况下进行taTME.
    OBJECTIVE: Transanal total mesorectal (taTME) excision is a method used to assist in the radical removal of the rectum. By adopting the concept of natural orifice surgery, it offers potential benefits over conventional techniques. Early enthusiasm for this strategy led to its rapid and widespread adoption. The imposing of a local moratorium was precipitated by the discovery in Norway of an uncommon multifocal pattern of locoregional recurrence. The aim of this systematic review and meta-analysis was to determine the incidence of local recurrence after taTME for rectal cancer.
    METHODS: Conforming to the Cochrane Handbook for Systematic Reviews of Interventions and Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines checklist, a systematic review and meta-analysis was conducted. This included case series and comparative studies between taTME and preferentially laparoscopic procedures published between 2010 and 2021.
    RESULTS: There were a total of 1175 studies retrieved. After removal and screening for quality and relevance, the final analysis contained 40 studies. The local recurrence rate following taTME was 3.4% (95% CI 2.9%-3.9%, I2 = 0%) in 4987 patients with follow-up durations ranging from 0.7 to 5.5 years. Compared with laparoscopic TME, local recurrence was not statistically different for the taTME group (p = 0.076); however, it was less probable (OR = 0.51, 95% CI 0.24-1.09, I2 = 0%). Systemic recurrence and circumferential resection margin status were secondary outcomes; however, the differences were not statistically significant.
    CONCLUSIONS: Our data suggest that the local recurrence for regular laparoscopic and transanal TME surgeries may be comparable, suggesting that taTME can be performed without influencing locoregional oncological outcomes in patients treated at specialized institutions and who have been cautiously selected.
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  • 文章类型: Journal Article
    Összefoglaló cikkünkben a colon- és rectumcarcinomák sebészeti kezelésében az elmúlt években megjelent új elveket, új ötleteket és technológiákat tekintjük át. A tanulmány narratív összefoglalás, mely tematikusan kiemelt colorectalis sebészeti irodalmi ismeretek gyűjteményét adja két, a colorectalis sebészetben jártas sebész független válogatása alapján. A coloncarcinomák esetében a komplett mesocolon-excisiót (CME), illetve a radikális lymphadenectomiát, a jobb és bal colonfél tumorainak biológiai eltéréseit, valamint a tumorbiológiai jellemzők alapján a neoadjuváns gyógyszeres kezelés lehetőségeit értékeljük. A rectumcarcinomák sebészeti megoldásai közül a transanalis teljes mesorectum-excisio (TaTME), a robotsebészet, az intersphinctericus reszekciók, illetve a lymphadenectomia radikalitásának kérdései, végül a szervkímélő rectumsebészet kerül tárgyalásra. A colon- és a rectumcarcinoma sebészete mára jelentősen eltérő utakra jutott. A technikai, technológiai innováció nyújtotta lehetőségeket a patológiai, onkológiai ismeretekkel összhangban személyre szabott terápiás lehetőségekként indokolt a mindennapokban multidiszciplináris döntés alapján alkalmazni. Orv Hetil. 2024; 165(2): 43–50.
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  • 文章类型: Observational Study
    比较该组患者经肛门和腹腔镜全直肠系膜切除术的保括约肌干预率。使用前瞻性数据库进行了一项多中心观察性研究,包括诊断为腹膜反射以下直肠癌且BMI≥30kg/m2的患者,这些患者在5年内接受了微创择期手术。排除标准是(1)括约肌和/或耻骨直肠侵犯;(2)多内脏切除术;(3)姑息性手术。根据干预措施将研究人群分为两组:经肛门或腹腔镜全直肠系膜切除术。主要结果是保存括约肌的手术率。次要结果包括转换,术后并发症,样品的质量,和生存。共纳入93例患者;40例(43%)经肛门全直肠系膜切除术与53例(57%)腹腔镜切除术进行比较。此外,35例经肛门入路与同等数量的腹腔镜入路相匹配,基于性别,肿瘤的高度,和新辅助治疗。在这两组中,43%的患者患有低位直肠癌;然而,经肛门组的保括约肌手术率明显更高(97%vs.71%,p=0.003)。经肛门组没有转换为开放手术,腹腔镜组2例(6%)(p=0.246)。主要并发症的百分比相似,包括吻合口漏的发生率(10%经肛门与19%腹腔镜,p=0.835)。根据我们的经验,与腹腔镜相比,在患有中低位直肠肿瘤的肥胖患者的复杂手术人群中,使用经肛门入路手术的比例较高和转化率较低是潜在的益处.
    To compare the rate of sphincter-saving interventions between transanal and laparoscopic Total Mesorectal Excision in this particular group of patients. A multicentre observational study was conducted using a prospective database, including patients diagnosed with rectal cancer below the peritoneal reflection and BMI ≥ 30 kg/m2, who underwent minimally invasive elective surgery over a 5-year period. Exclusion criteria were (1) sphincter and/or puborectalis invasion; (2) multi-visceral resections; (3) palliative surgeries. The study population was divided into two groups according to the intervention: transanal or laparoscopic total mesorectal excision. The primary outcome was the rate of sphincter-saving surgery. Secondary outcomes included conversion, postoperative complications, quality of the specimen, and survival. A total of 93 patients were included; 40 (43%) transanal total mesorectal excision were compared to 53 (57%) laparoscopic. In addition, 35 cases of transanal approach were case-matched with an equal number of laparoscopic approaches, based on gender, tumor\'s height, and neoadjuvant therapy. In both groups, 43% of the patients had low rectal cancer; however, the rate of sphincter-saving surgery was significantly higher in the transanal group (97% vs. 71%, p = 0.003). There were no conversions to open surgery in the transanal group, compared to 2 cases in the laparoscopic group (6%) (p = 0.246). The percentage of major complications was similar, including the rate of anastomotic leakage (10% transanal vs. 19% laparoscopic, p = 0.835). In our experience, higher percentages of sphincter-saving procedures and lower conversion rates are potential benefits of using the transanal approach in a complex surgical setting population of obese patients with mid-low rectal tumors when compared to laparoscopic.
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  • 文章类型: Journal Article
    狭窄的骨盆,肥胖,和大的低位直肠肿瘤被认为是全直肠系膜切除术(TME)术中困难的危险因素,特别是在腹腔镜手术中。已开发出经肛门入路以克服腹腔镜TME期间遇到的困难。狭窄的骨盆没有明确的定义来指导术前手术计划。
    评估接受TME的患者基于MRI的不同骨盆测量,以确定与经肛门入路相比,经腹手术中困难的预测因素。
    对48例接受腹腔镜TME和62例经肛门TME治疗直肠肿瘤的患者进行了回顾性分析。多元逻辑回归分析人口统计,肿瘤,以及与术中困难相关的骨盆测量因素,如术中失血量,操作时间,两种手术方法的围手术期并发症。
    多变量分析表明,年龄与较高的失血量有关(OR=1.09,95%CI:1.00-1.18,p=0.038),LAR组男性(OR=0.13,95%CI:0.02-0.86,p=0.029)和体重指数(OR=1.32,95%CI:1.06-1.64,p=0.010)。多因素分析显示年龄增加术中出血量>100ml的几率(OR=1.08,95%CI:1.02-1.15,p=0.013)。骨盆长度>119mm增加了TaTME组的手术时间(OR=5.76,95%CI:1.33-25.01,p=0.016)。
    盆腔测量与LAR的术中困难无关。在TaTME中,较长的骨盆与较长的手术时间相关。
    UNASSIGNED: A narrow pelvis, obesity, and bulky low rectal tumor are perceived as risk factors for intraoperative difficulties during total mesorectal excision (TME), particularly in the laparoscopic approach. A transanal approach has been developed to overcome the difficulties encountered during laparoscopic TME. There is no clear definition of a narrow pelvis that would guide preoperative surgical planning.
    UNASSIGNED: To evaluate different MRI-based pelvic measurements in patients undergoing TME to identify factors predictive of intraoperative difficulties in transabdominal compared to the transanal approach.
    UNASSIGNED: A retrospective analysis of 48 patients treated with laparoscopic TME and 62 with transanal TME for rectal tumors was performed. Multiple logistic regressions analyzed demographic, tumor, and pelvimetry factors that correlate with intraoperative difficulties measured as intraoperative blood loss, operation time, and perioperative complications in both surgical approaches.
    UNASSIGNED: Multivariate analysis showed that age was associated with higher blood loss (OR = 1.09, 95% CI: 1.00-1.18, p = 0.038), male gender (OR = 0.13, 95% CI: 0.02-0.86, p = 0.029) and body mass index with longer operating time (OR = 1.32, 95% CI: 1.06-1.64, p = 0.010) in the LAR group. Multivariate analysis showed that age increased the odds of intraoperative blood loss > 100 ml (OR = 1.08, 95% CI: 1.02-1.15, p = 0.013), and pelvic length > 119 mm increased operating time (OR = 5.76, 95% CI: 1.33-25.01, p = 0.016) in the TaTME group.
    UNASSIGNED: Pelvic measurements are not associated with intraoperative difficulties in LAR. Longer pelvis was associated with longer operative time in TaTME.
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  • 文章类型: Journal Article
    背景:直肠癌是一个巨大的医疗负担,有效的治疗至关重要。这项研究旨在比较手术和内镜下切除的有效性,经肛门切除术,和放射治疗。
    方法:进行了文献分析,以确定相关研究,通过比较不同的手术方式和影响治疗决策的变量。对研究结果进行了分析和综合,以提供全面的概述。
    结果:手术治疗,特别是TME(全直肠系膜切除术),证明在实现完全切除肿瘤和改善长期生存率方面具有一致的疗效。内镜治疗和经肛门切除技术对于早期肿瘤是有希望的,但与较高的局部复发率相关。放射治疗,尤其是联合化疗,在当地先进的案件中发挥了关键作用,改善局部控制,降低复发风险。患者数据,肿瘤特征,医疗保健系统因素被确定为治疗方式选择的重要因素。
    结论:手术治疗,特别是TME,仍然是直肠癌的推荐标准方法,提供优秀的肿瘤结果。对于选定的早期病例,可以考虑内镜治疗和经肛门切除技术,而放疗对局部晚期肿瘤有益。治疗决策应根据患者和肿瘤特征进行个性化,考虑到医疗保健系统内可用的资源和专业知识。
    BACKGROUND: Rectal cancer is a significant healthcare burden, and effective treatment is crucial. This research aims to compare the effectiveness of surgical and endoscopic resection, transanal resection, and radiotherapy.
    METHODS: A literature analysis was conducted in order to identify relevant studies, by comparing the different surgical approaches and variables affecting treatment decisions. The findings were analyzed and synthesized to provide a comprehensive overview.
    RESULTS: Surgical treatment, particularly TME (total mesorectal excision), proved consistent efficacy in achieving complete tumor resection and improving long-term survival. Endoscopic treatment and transanal resection techniques were promising for early-stage tumors but were associated with higher local recurrence rates. Radiotherapy, especially in combination with chemotherapy, played a crucial role in locally advanced cases, improving local control and reducing recurrence risk. Patient data, tumor characteristics, and healthcare system factors were identified as important factors in treatment modality selection.
    CONCLUSIONS: Surgical treatment, specifically TME, remains the recommended standard approach for rectal cancer, providing excellent oncological outcomes. Endoscopic treatment and transanal resection techniques can be considered for selected early-stage cases, while radiotherapy is beneficial for locally advanced tumors. Treatment decisions should be personalized based on patient and tumor characteristics, considering the available resources and expertise within the healthcare system.
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  • 文章类型: Journal Article
    背景:本研究的目的是确定经肛门全直肠系膜切除术(TaTME)患者造口逆转后艰难梭菌感染(CDI)的发生率,并评估与该术后感染相关的变量。
    方法:在2015年至2023年间接受TaTME直肠癌造口逆转手术的患者,对术后腹泻和院内CDI(粪便毒素阳性)的发生情况进行了回顾性分析。根据术后过程将患者分为以下亚组:A组-无临床症状;B组-轻度腹泻(<10次撤离/天);C组-严重水样腹泻(>10次撤离/天),CDI阴性;和D组-严重水样腹泻(>10次撤离/天)CDI阳性。分析临床和实验室数据与CDI的相关性。使用机器学习方法来确定造口逆转后腹泻的预测因子。
    结果:共选择126例患者,其中79人被评估为A组,16B组,25C组和6组(4.8%)D组。单变量分析证明,延迟造口逆转与CDI相关(A组平均间隔44.6周vs.D组68.4周,P0.01)。机器学习分析证实了造口关闭的延迟是出现腹泻的概率因素;此外,男性腹泻概率为80.5%,77.8%的患者接受新辅助治疗,接受辅助治疗的患者为63.9%。
    结论:造口逆转手术可导致中等比例的院内CDI。造口逆转时间是与这种不良结果显着相关的关键变量。
    BACKGROUND:  The aim of this study was to determine the incidence of Clostridium Difficile infection (CDI) after stoma reversal in patients who underwent transanal Total Mesorectal Excision (TaTME) and to evaluate variables correlated with this post-operative infection.
    METHODS:  Patients who underwent stoma reversal surgery following TaTME for rectal cancer between 2015 and 2023 at a high-volume Institution, were retrospectively reviewed for the post-operative occurrence of diarrhea and in-hospital CDI (positive toxin in the stools). Patients were divided into the following subgroups according to the post-operative course: Group A-no clinical symptoms; Group B-mild diarrhea (< 10 evacuations/day); Group C-severe watery diarrhea (> 10 evacuations/day) with CDI negative; and Group D-severe watery diarrhea (> 10 evacuations/day) CDI positive. Clinical and laboratory data were analyzed for their correlation with CDI. A machine learning approach was used to determine predictors of diarrhea following stoma reversal.
    RESULTS:  A total of 126 patients were selected, of whom 79 were assessed as Group A, 16 Group B, 25 Group C and 6 (4.8%) Group D. Univariable analysis documented that delayed stoma reversal correlated with CDI (Group A mean interval 44.6 weeks vs. Group D 68.4 weeks, p 0.01). The machine learning analysis confirmed the delay in stoma closure as a probability factor of presenting diarrhea; also, diarrhea probability was 80.5% in males, 77.8% in patients who underwent neoadjuvant therapy, and 63.9% in patients who underwent adjuvant therapy.
    CONCLUSIONS:  Stoma reversal surgery can result in moderate rate of in-hospital CDI. Time-to stoma reversal is a crucial variable significantly related with this adverse outcome.
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