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Comparative evaluation of continence and potency after radical prostatectomy: Robotic vs. laparoscopic approaches, validating LAP-01 trial 根治性前列腺切除术后尿失禁和排尿能力的比较评估:机器人与腹腔镜方法的比较,验证 LAP-01 试验。
IF 2.3 4区 医学 Q3 ONCOLOGY Pub Date : 2024-06-28 DOI: 10.1016/j.suronc.2024.102098
Alicia López-Abad , Gerardo Server Gómez , Juan Pablo Loyola Maturana , Inés Giménez Andreu , Argimiro Collado Serra , Augusto Wong Gutiérrez , Juan Boronat Catalá , Pedro de Pablos Rodríguez , Álvaro Gómez-Ferrer , Juan Casanova Ramón-Borja , Miguel Ramírez Backhaus

Background

Minimally invasive techniques have demonstrated several advantages over the open approach. In the field of prostate cancer, the LAP-01 trial demonstrated the superiority of robotic-assisted radical prostatectomy (RARP) over laparoscopic radical prostatectomy (LRP) when comparing continence at 3-month after surgery, with no statistically significant differences at 6 and 12 months of follow-up.

Objectives

Externally validate the LAP-01 study and compare functional outcomes between the two minimally invasive approaches.

Material and methods

This retrospective study, conducted by a single surgeon (MRB), utilized data from a prospectively collected database, which included patients who underwent both RARP or LRP. Data regarding baseline characteristics, continence (assessed through the 24-h Pad test and ICIQ questionnaire) and potency were collected at multiple time points: 1 and 6 weeks after catheter removal, 3-, 6-, and 12-months post-surgery.

Results

The study encompasses 601 patients, 455 who underwent LRP and 146 RARP. The median age at diagnosis was 64 for LRP and 62 for RARP, while the median PSA levels at diagnosis were 6.7 ng/mL for LRP and 6.5 ng/mL for RARP. Bilateral nerve-sparing procedures were performed in 34.07 % of LRP cases and 51.37 % of RARP cases.

RARP exhibited a significant advantage over LRP both in continence and potency. Continence rates at 3-, 6- and 9-month after radical prostatectomy (RP) were 36.43 %, 61.86 % and 79.87 % for LRP, compared to 50.98 %, 69.87 % and 91.69 % for RARP. Potency rates at the same intervals were 0.90 %, 3.16 % and 6.39 % for LRP, and 6.19 %, 9.16 % and 18.96 % for RARP. These rates were more pronounced in patients with bilateral nerve-sparing.

Conclusion

Our study demonstrates that RARP results in significantly better continence recovery and superior potency outcomes throughout the entire follow-up period compared to LRP, even at the beginning of the robotic approach learning curve.

背景:与开放式方法相比,微创技术具有多项优势。在前列腺癌领域,LAP-01 试验表明,与腹腔镜前列腺癌根治术(LRP)相比,机器人辅助前列腺癌根治术(RARP)在术后 3 个月的尿失禁情况方面更具优势,而在随访 6 个月和 12 个月时,两者的差异无统计学意义:外部验证 LAP-01 研究,比较两种微创方法的功能结果:这项回顾性研究由一名外科医生(MRB)进行,利用了前瞻性数据库中的数据,其中包括同时接受 RARP 或 LRP 的患者。在多个时间点收集了有关基线特征、尿失禁(通过 24 小时垫测试和 ICIQ 问卷进行评估)和排尿能力的数据:结果:这项研究包括 601 名患者,其中 455 人接受了 LRP,146 人接受了 RARP。LRP患者诊断时的中位年龄为64岁,RARP患者为62岁;LRP患者诊断时的中位PSA水平为6.7纳克/毫升,RARP患者为6.5纳克/毫升。34.07%的LRP病例和51.37%的RARP病例进行了双侧神经保留手术。与 LRP 相比,RARP 在通畅性和有效性方面都有明显优势。根治性前列腺切除术(RP)后3个月、6个月和9个月的尿失禁率,LRP分别为36.43%、61.86%和79.87%,而RARP分别为50.98%、69.87%和91.69%。在相同时间间隔内,LRP 的效力率分别为 0.90 %、3.16 % 和 6.39 %,RARP 的效力率分别为 6.19 %、9.16 % 和 18.96 %。这些比率在双侧神经保留的患者中更为明显:我们的研究表明,与 LRP 相比,RARP 在整个随访期间的尿失禁恢复情况明显更好,药效也更佳,即使在机器人方法学习曲线的初期也是如此。
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引用次数: 0
Transvaginal natural orifice transluminal endoscopic surgery (VNOTES) retroperitoneal sentinel lymph node BIOPSY compared with conventional laparoscopy in patients with endometrial cancer 子宫内膜癌患者经阴道自然孔腔内镜手术(VNOTES)腹膜后前哨淋巴结BIOPSY与传统腹腔镜手术的比较。
IF 2.3 4区 医学 Q3 ONCOLOGY Pub Date : 2024-06-28 DOI: 10.1016/j.suronc.2024.102099
Cihan Comba , Sema Karakas , Sakir Volkan Erdogan , Omer Demir , Erkan Şimşek , Fatma Karasabanoglu , Gokhan Demirayak , Isa Aykut Ozdemir

Introduction

To explore the possibility of treatment with VNOTES sentinel lymph node dissection concept in patients with endometrial cancer.

Methods

Patients who underwent VNOTES sentinel lymph node biopsy with the Comba modification were compared to patients who underwent conventional laparoscopic sentinel lymph node biopsy performed by the same surgical team. A total of 38 patients who underwent sentinel lymph node biopsy + total laparoscopic hysterectomy and bilateral salpingo-oophorectomy (BSO) were compared with 19 patients who underwent VNOTES retroperitoneal sentinel lymph node biopsy + hysterectomy and BSO. Surgical steps were described.

Results

The average operation time, perioperative blood loss, the number of sentinel lymph nodes, presence of complications, and preoperative-postoperative hemoglobin-hematocrit differences, tumor stages, grades, largest tumor diameter, depths of invasion, and histological subtypes were similar in both the VNOTES and conventional laparoscopy groups. The postoperative pain scores were lower and the hospital stay was shorter in the VNOTES group than in the conventional laparoscopy group. No disease recurrence had been detected in either group at the time of writing.

Conclusion

Compared to conventional laparoscopy, sentinel lymph node biopsy with the VNOTES technique provides similar surgical results and is more advantageous in terms of postoperative pain and hospital length of stay.

简介:目的探讨在子宫内膜癌患者中使用VNOTES前哨淋巴结清扫概念进行治疗的可能性:将接受康巴改良VNOTES前哨淋巴结活检术的患者与接受由同一手术团队实施的传统腹腔镜前哨淋巴结活检术的患者进行比较。38名接受前哨淋巴结活检+全腹腔镜子宫切除术和双侧输卵管切除术(BSO)的患者与19名接受VNOTES腹膜后前哨淋巴结活检+子宫切除术和BSO的患者进行了比较。对手术步骤进行了描述:结果:VNOTES组和传统腹腔镜组的平均手术时间、围手术期失血量、前哨淋巴结数量、并发症发生率、术前术后血红蛋白-血细胞比容差异、肿瘤分期、分级、最大肿瘤直径、浸润深度和组织学亚型相似。与传统腹腔镜手术组相比,VNOTES组的术后疼痛评分更低,住院时间更短。在撰写本报告时,两组患者均未发现疾病复发:结论:与传统腹腔镜手术相比,采用VNOTES技术进行前哨淋巴结活检的手术效果相似,但在术后疼痛和住院时间方面更具优势。
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引用次数: 0
Is surgical quality more important than radicality? Long-term outcomes of stage I–III colon cancer (SAKK 40/00) 手术质量比根治性更重要吗?I-III期结肠癌的长期疗效(SAKK 40/00)
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-05-29 DOI: 10.1016/j.suronc.2024.102092
Christoph A. Maurer , Daniel Dietrich , Martin K. Schilling , Peter Brauchli , Katharina Kessler , Samuel A. Käser

Background

To prospectively determine the influence of variations of surgical radicality and surgical quality on long-term outcome in patients with stage I-III colon cancer.

Methods

From a prospective multicenter cohort study including 1040 patients undergoing surgery for colorectal cancer from 09/2001 to 06/2005 in nine Swiss and one German hospital, 423 patients with stage I-III colon cancer were selected and analyzed. Surgeons and pathologists filled in standardized forms prospectively assessing items of oncosurgical radicality and quality. Patients had standardized follow-up according to national guidelines.

Results

Follow-up was median 6.2 years (range 0.3–10.4) showing a 5-year disease-free survival/overall survival of 83 %/87 % in stage I (n = 85), 69 %/77 % in stage II (n = 187), and 53 %/61 % in stage III (n = 151) colon cancer. Despite remarkable variations of oncosurgical radicality and quality, the multivariate model revealed that mainly quality items correlated significantly with disease-free survival (surgical tumor lesion HR 2.12, p = 0.036, perioperative blood transfusion HR 1.67, p = 0.018, emergency resection HR 1.74, p = 0.035) and overall survival (early venous ligation HR 0.66, p = 0.023, surgical tumor lesion HR 2.28, p = 0.027, perioperative blood transfusion HR1.79, p = 0.010, emergency resection HR 1.88, p = 0.026), while radicality parameters (length of specimen, distance of the tumor to nearest bowel resection site, number of lymph nodes, height of resected mesocolon and of central vascular dissection) did not.

Conclusion

Surgical quality seems to have a stronger impact on oncologic long-term outcome in stage I – III colon cancer than surgical radicality.

背景为了前瞻性地确定手术根治性和手术质量的变化对 I-III 期结肠癌患者长期预后的影响。方法从一项前瞻性多中心队列研究中筛选并分析了 423 名 I-III 期结肠癌患者,该研究包括 9 家瑞士医院和 1 家德国医院在 2001 年 9 月至 2005 年 6 月期间接受手术治疗的 1040 名结肠癌患者。外科医生和病理学家填写了标准化表格,对手术根治性和质量进行了前瞻性评估。结果随访时间中位数为 6.2 年(0.3-10.4 年不等),显示结肠癌 I 期(85 人)的 5 年无病生存率/总生存率为 83%/87%,II 期(187 人)为 69%/77%,III 期(151 人)为 53%/61%。尽管手术根治性和质量存在明显差异,但多变量模型显示,主要质量项目与无病生存率(手术肿瘤病变 HR 2.12,p = 0.036,围手术期输血 HR 1.67,p = 0.018,急诊切除 HR 1.74,p = 0.035)和总生存率(早期静脉结扎 HR 0.66,p = 0.023,手术肿瘤病变 HR 2.28,p = 0.027,围手术期输血 HR1.79,p = 0.010,急诊切除 HR1.88,p = 0.026),而根治性参数(标本长度、肿瘤到最近肠切除部位的距离、淋巴结数量、切除结肠系膜高度和中央血管清扫)则没有影响。
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引用次数: 0
MRI navigation surgery, including lateral pelvic lymph node dissection following chemoradiotherapy, improves local control and functional preservation of the middle to low rectal cancer 磁共振成像导航手术(包括化疗后的盆腔侧淋巴结清扫术)可提高中低位直肠癌的局部控制率和功能保留率
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-05-28 DOI: 10.1016/j.suronc.2024.102093
Madoka Hamada , Hiroaki Kurokawa , Toshinori Kobayashi , Yoshiko Uemura

Purpose

The purpose of this study is to examine the appropriateness of MRI navigation surgery following chemoradiotherapy (CRT), including lateral pelvic lymph node dissection (LLND) for middle to low rectal cancer.

Methods

Forty-three consecutive patients with cT2-4b rectal cancer within 10 cm from the anal verge who underwent laparoscopic radical surgery following CRT (45–50.4Gy + S1 80mg/m2) from January 2014 and February 2020 were analyzed. We decided on the operative procedure, including LLND, based on the restaging MRI. We examined the rates of 3-year postoperative local pelvic recurrence, permanent stoma, and recurrent risk factors (Group S). We also compared the results to that of the fourteen patients who enrolled in the previous phase II trial and underwent laparoscopic radical surgery following CRT (40Gy + S-1 (80mg/m2) or UFT (300 mg/m2)) for consecutive cT2-4b rectal cancer below the peritoneal reflection. The operative procedure was decided at the initial MRI diagnosis, and the LLND was not performed (Group P).

Results

We had no local pelvic recurrence in Group S, and the three-year local pelvic recurrence-free survival was significantly better in Group S than P (100 % in S 85.1 % in P, p < 0.05). The permanent stoma rate was not different between the Groups, irrespective of the significantly high rate of cCRM(+) in Group S. The Cox proportional hazards model for significant factors of recurrence on the univariate analysis revealed that ycM and ycEMVI scores were independently significant (p < 0.001).

Conclusion

MRI navigation surgery, including LLND for rectal cancer following chemoradiotherapy, improves local control and functional preservation.

方法对2014年1月至2020年2月期间连续接受腹腔镜根治术的43例距肛缘10厘米以内的cT2-4b直肠癌患者进行分析,这些患者在接受CRT(45-50.4Gy + S1 80mg/m2)治疗后接受了腹腔镜根治术。我们根据 MRI 重分期结果决定手术方式,包括 LLND。我们检查了术后 3 年盆腔局部复发率、永久造口率和复发风险因素(S 组)。我们还将结果与之前参加II期试验的14名腹腔镜根治术患者的结果进行了比较,这些患者因腹膜反光以下连续性cT2-4b直肠癌接受了CRT(40Gy + S-1 (80mg/m2) 或 UFT (300 mg/m2))治疗。结果S组无局部盆腔复发,S组的三年无局部盆腔复发生存率明显优于P组(S组为100%,P组为85.1%,P< 0.05)。结论MRI导航手术,包括化放疗后直肠癌LLND,可改善局部控制和功能保留。
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引用次数: 0
The evolution of melanomology: a tale of giants' shoulders and bold hypotheses. 黑色素瘤学的演变:巨人的肩膀和大胆假设的故事。
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-05-28 DOI: 10.1016/j.suronc.2024.102094
John F Thompson
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引用次数: 0
Early and late post-procedural complications in different orthotopic neobladder surgical approaches: A systematic review 不同正位新膀胱手术方法的早期和晚期术后并发症:系统综述。
IF 2.3 4区 医学 Q3 ONCOLOGY Pub Date : 2024-05-28 DOI: 10.1016/j.suronc.2024.102090
Benito Fabio Mirto , Biagio Barone , Raffaele Balsamo , Marco Abate , Vincenzo Francesco Caputo , Antonella Sciarra , Armando Calogero , Lorenzo Romano , Luigi Napolitano , Carmine Sciorio , Giuseppe Lucarelli , Francesco Lasorsa , Matteo Ferro , Gian Maria Busetto , Francesco Del Giudice , Celeste Manfredi , Sabin Tătaru , Benjamin Pradere , Ciro Imbimbo , Felice Crocetto

Bladder cancer (BCa) represents the second most common malignancy of the genitourinary tract. The major risk factors include age, gender, smoking attitude, and occupational exposure, while the exact etiopathogenesis is still uncertain. Patients diagnosed with a BCa showing invasion of the muscle layer below the submucosa must undergo radical cystectomy (RC) with urinary diversion (UD). Many different surgical approaches to UD have been developed. Packaging an orthotopic neobladder (ON) with a bowel tract represents the gold standard when certain patient selection criteria are satisfied. Using PRISMA guidelines, we performed a systematic review assessing early (within 90 days) and late (beyond 90 days) post-procedural complications of different ON surgical approaches. A comprehensive systematic search was conducted in PubMed, Scopus, and Google Scholar databases to identify papers starting from 2012 using dedicated keywords (“neobladder”, “orthotopic neobladder”, “complications'' and “outcomes”). A total of 27 articles were found to satisfy the inclusion criteria and selected. Although the ON is a safe procedure that guarantees the patient the best quality of life (QoL), it is not free from risks. Many complications could occur during and after the surgical time which imposes the necessity of strict follow-up and careful checks over time, which should be properly discussed with patients before.

膀胱癌(BCa)是泌尿生殖道第二大常见恶性肿瘤。主要风险因素包括年龄、性别、吸烟态度和职业暴露,而确切的发病机制仍不确定。确诊为 BCa 的患者,如果粘膜下肌层受到侵犯,必须接受根治性膀胱切除术(RC)和尿路改道术(UD)。目前已开发出许多不同的尿路转流手术方法。在符合特定患者选择标准的情况下,将正位新膀胱(ON)与肠道包装在一起代表了金标准。根据 PRISMA 指南,我们对不同 ON 手术方法的早期(90 天内)和晚期(90 天后)术后并发症进行了系统性评估。我们在 PubMed、Scopus 和 Google Scholar 数据库中进行了全面的系统检索,使用专门的关键词("新膀胱"、"正位新膀胱"、"并发症 "和 "结果")找出了 2012 年以来的论文。共发现 27 篇符合纳入标准的文章,并从中选出。虽然新膀胱术是一种安全的手术,能保证患者获得最佳的生活质量(QoL),但它也并非没有风险。手术期间和术后可能会出现许多并发症,因此有必要长期进行严格的随访和仔细的检查,并在术前与患者进行适当的讨论。
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引用次数: 0
Intraoperative near-infrared fluorescence guided surgery using indocyanine green (ICG) may aid the surgical removal of benign bone and soft tissue tumours 使用吲哚菁绿(ICG)进行术中近红外荧光引导手术有助于手术切除良性骨和软组织肿瘤
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-05-28 DOI: 10.1016/j.suronc.2024.102091
Marcus J. Brookes , Corey D. Chan , Timothy P. Crowley , Maniram Ragbir , Kanishka M. Ghosh , Thomas Beckingsale , Kenneth S. Rankin

Background

Benign bone and soft tissue tumours encompass a broad, heterogenous range of tumours with varying clinical characteristics. These are often managed surgically with either curettage or marginal excision, but unfortunately have high rates of local recurrence. Indocyanine green (ICG) is a fluorescent dye which can be used to identify solid malignancies intraoperatively but its use is not yet established in benign bone and soft tissue tumours. This study aims to assess whether these tumours fluoresce when administered with ICG pre-operatively and whether this helps surgeons to identify tumour intra-operatively.

Patients and methods

Patients with locally aggressive benign bone and soft tissue tumours were administered with 25–75 mg of ICG preoperatively at the induction of anaesthesia. Fluorescence was imaged intraoperatively using the Stryker SPY-PHI camera.

Results

Of the 12 patients included, 11 tumours fluoresced. The surgeons felt the fluorescence guided the procedure in 7 out of the 11 cases which fluoresced. It was felt to be particularly useful in the curettage of bone tumours, in which curettage could be repeated until the absence of fluorescence on imaging. After 12 months, no patients had local recurrence of the tumour. There were no adverse events recorded in this study and surgeons found the technology acceptable.

Conclusions

The use of ICG for fluorescence guided surgery is a promising technology to improve outcomes of surgery for benign bone and soft tissue tumours. Further, longer term, study with a control arm is needed to identify whether it results in a reduction in the local recurrence rate.

背景良性骨与软组织肿瘤包括范围广泛、临床特征各异的各种肿瘤。这些肿瘤通常采用刮宫术或边缘切除术进行手术治疗,但不幸的是,局部复发率很高。吲哚菁绿(ICG)是一种荧光染料,可用于术中识别实体恶性肿瘤,但在良性骨和软组织肿瘤中的应用尚未确定。本研究旨在评估这些肿瘤在术前注射 ICG 时是否会发出荧光,以及这是否有助于外科医生在术中识别肿瘤。患者和方法局部侵袭性良性骨和软组织肿瘤患者在术前麻醉诱导时注射 25-75 毫克 ICG。术中使用史赛克 SPY-PHI 相机对肿瘤进行荧光成像。外科医生认为,在发出荧光的 11 个病例中,有 7 个病例的荧光为手术提供了指导。他们认为荧光对骨肿瘤的刮除特别有用,可以重复刮除,直到成像中没有荧光为止。12 个月后,没有患者的肿瘤局部复发。结论使用 ICG 进行荧光引导手术是一项很有前景的技术,可以改善良性骨肿瘤和软组织肿瘤的手术效果。还需要进行更长期的对照研究,以确定该技术是否能降低局部复发率。
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引用次数: 0
The pan - COVID - AGICT study. The impact of COVID-19 pandemic on surgically treated pancreatic cancer patients. A multicentric Italian study Pan - COVID - AGICT 研究。COVID-19 大流行对接受手术治疗的胰腺癌患者的影响。意大利多中心研究
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-04-26 DOI: 10.1016/j.suronc.2024.102081
Maria Pia Federica Dorma , Giuseppe Giuliani , Francesco Guerra , Francesco Santelli , Alessandro Esposito , Matteo De Pastena , Giulia Turri , Corrado Pedrazzani , Emanuele Federico Kauffmann , Ugo Boggi , Leonardo Solaini , Giorgio Ercolani , Laura Mastrangelo , Elio Jovine , Gregorio Di Franco , Luca Morelli , Michele Mazzola , Giovanni Ferrari , Serena Langella , Alessandro Ferrero , Andrea Coratti

Background

In this article we aimed to perform a subgroup analysis using data from the COVID-AGICT study, to investigate the perioperative outcomes of patients undergoing surgery for pancreatic cancers (PC) during the COVID-19 pandemic.

Methods

The primary endpoint of the study was to find out any difference in the tumoral stage of surgically treated PC patients between 2019 and 2020. Surgical and oncological outcomes of the entire cohort of patients were also appraised dividing the entire peri-pandemic period into six three-month timeframes to balance out the comparison between 2019 and 2020.

Results

Overall, a total of 1815 patients were surgically treated during 2019 and 2020 in 14 Italian surgical Units. In 2020, the rate of patients treated with an advanced pathological stage was not different compared to 2019 (p = 0.846). During the pandemic, neoadjuvant chemotherapy (NCT) has dropped significantly (6.2% vs 21.4%, p < 0.001) and, for patients who didn't undergo NCT, the latency between diagnosis and surgery was shortened (49.58 ± 37 days vs 77.40 ± 83 days, p < 0.001). During 2020 there was a significant increase in minimally invasive procedures (p < 0.001). The rate of postoperative complication was the same in the two years but during 2020 there was an increase of the medical ones (19% vs 16.1%, p = 0.001).

Conclusions

The post-pandemic dramatic modifications in healthcare provision, in Italy, did not significantly impair the clinical history of PC patients receiving surgical resection. The present study is one of the largest reports available on the argument and may provide the basis for long-term analyses.

背景本文旨在利用 COVID-AGICT 研究的数据进行亚组分析,调查 COVID-19 大流行期间接受胰腺癌(PC)手术治疗的患者围手术期的预后。此外,还对整个患者队列的手术和肿瘤学结果进行了评估,将整个大流行期间分为六个三个月的时间段,以平衡 2019 年和 2020 年之间的对比结果。与 2019 年相比,2020 年接受晚期病理阶段治疗的患者比例没有差异(p = 0.846)。大流行期间,新辅助化疗(NCT)显著下降(6.2% vs 21.4%,p <0.001),对于未接受新辅助化疗的患者,诊断与手术之间的潜伏期缩短(49.58 ± 37 天 vs 77.40 ± 83 天,p <0.001)。2020 年期间,微创手术显著增加(p < 0.001)。结论 意大利大流行后医疗服务的大幅调整并未对接受手术切除的 PC 患者的临床病史造成重大影响。本研究是有关该论点的最大规模报告之一,可为长期分析提供依据。
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引用次数: 0
Machine learning for predicting colon cancer recurrence 预测结肠癌复发的机器学习
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-04-19 DOI: 10.1016/j.suronc.2024.102079
Erkan Kayikcioglu , Arif Hakan Onder , Burcu Bacak , Tekin Ahmet Serel

Introduction

Colorectal cancer (CRC) is a global public health concern, ranking among the most commonly diagnosed malignancies worldwide. Despite advancements in treatment modalities, the specter of CRC recurrence remains a significant challenge, demanding innovative solutions for early detection and intervention. The integration of machine learning into oncology offers a promising avenue to address this issue, providing data-driven insights and personalized care.

Methods

This retrospective study analyzed data from 396 patients who underwent surgical procedures for colon cancer (CC) between 2010 and 2021. Machine learning algorithms were employed to predict CC recurrence, with a focus on demographic, clinicopathological, and laboratory characteristics. A range of evaluation metrics, including AUC (Area Under the Receiver Operating Characteristic), accuracy, recall, precision, and F1 scores, assessed the performance of machine learning algorithms.

Results

Significant risk factors for CC recurrence were identified, including sex, carcinoembryonic antigen (CEA) levels, tumor location, depth, lymphatic and venous invasion, and lymph node involvement. The CatBoost Classifier demonstrated exceptional performance, achieving an AUC of 0.92 and an accuracy of 88 % on the test dataset. Feature importance analysis highlighted the significance of CEA levels, albumin levels, N stage, weight, platelet count, height, neutrophil count, lymphocyte count, and gender in determining recurrence risk.

Discussion

The integration of machine learning into healthcare, exemplified by this study's findings, offers a pathway to personalized patient risk stratification and enhanced clinical decision-making. Early identification of individuals at risk of CC recurrence holds the potential for more effective therapeutic interventions and improved patient outcomes.

Conclusion

Machine learning has the potential to revolutionize our approach to CC recurrence prediction, emphasizing the synergy between medical expertise and cutting-edge technology in the fight against cancer. This study represents a vital step toward precision medicine in CC management, showcasing the transformative power of data-driven insights in oncology.

导言:结直肠癌(CRC)是一个全球性的公共卫生问题,是全球最常见的恶性肿瘤之一。尽管治疗方法不断进步,但 CRC 复发的阴影仍然是一个重大挑战,需要创新的解决方案来进行早期检测和干预。这项回顾性研究分析了 2010 年至 2021 年期间接受结肠癌(CC)手术治疗的 396 名患者的数据。采用机器学习算法预测结肠癌复发,重点关注人口统计学、临床病理学和实验室特征。结果发现了CC复发的重要风险因素,包括性别、癌胚抗原(CEA)水平、肿瘤位置、深度、淋巴和静脉侵犯以及淋巴结受累。CatBoost 分类器表现优异,在测试数据集上的 AUC 达到 0.92,准确率达到 88%。特征重要性分析强调了CEA水平、白蛋白水平、N分期、体重、血小板计数、身高、中性粒细胞计数、淋巴细胞计数和性别在确定复发风险方面的重要性。 讨论本研究结果体现了机器学习与医疗保健的整合,为个性化患者风险分层和增强临床决策提供了途径。结论机器学习有可能彻底改变我们预测CC复发的方法,强调医学专业知识和尖端技术在抗癌斗争中的协同作用。这项研究代表着在CC管理中实现精准医疗的重要一步,展示了数据驱动的洞察力在肿瘤学中的变革力量。
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引用次数: 0
Anastomotic leakage following cytoreductive surgery and hyperthermic intraperitoneal chemotherapy for colorectal cancer: A clinical cohort study 结直肠癌细胞切除手术和腹腔热化疗后的吻合口漏:临床队列研究
IF 2.3 4区 医学 Q1 Medicine Pub Date : 2024-04-16 DOI: 10.1016/j.suronc.2024.102080
Jonas Herzberg , Miklos Acs , Salman Yousuf Guraya , Hans Jürgen Schlitt , Human Honarpisheh , Tim Strate , Pompiliu Piso

Background

Extended oncological resections for colorectal cancer surgery are associated with a high rate of complications, especially anastomotic leakage (AL). This study determines the incidence of risk factors for postoperative complications following cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) for colorectal cancer (CRC).

Methods

In this cohort study, the clinical data of all patients with CRC, treated with CRS and HIPEC, from 2011 to 2021 was analyzed. We considered patients' characteristics, tumor-specific features, postoperative complications, and hospital stay using Chi-Square-test or Fisher's exact test. The Mann-Whitney-U-test was used to measure the probability of differences between two sets of data.

Results

Of 1089 HIPEC procedures performed in the study center, 185 patients with CRC and peritoneal metastasis were treated with CRS and HIPEC after formation of at least one anastomosis and therefore included in this study. This included synchronous and metachronous peritoneal metastasis with a mean peritoneal cancer index of 8.67 ± 5.22. In this cohort, AL occurred in 12 (6.5 %) patients. There was no correlation between the number of anastomoses and the occurrence of an AL (p = 0.401).

Conclusion

This study reports a low risk of AL after CRS with HIPEC for CRC, comparable to other published data. If a complete cytoreduction seems possible, the risk of anastomotic leakage should not negatively influence the decision to resect. Further studies on this subject are essential to validate our findings.

背景结直肠癌手术的扩大肿瘤切除与高并发症发生率有关,尤其是吻合口漏(AL)。本研究确定了结直肠癌(CRC)细胞减灭术(CRS)和腹腔内热化疗(HIPEC)术后并发症风险因素的发生率。方法在这项队列研究中,我们分析了 2011 年至 2021 年接受 CRS 和 HIPEC 治疗的所有结直肠癌患者的临床数据。我们使用Chi-Square检验或费雪精确检验来考虑患者的特征、肿瘤特异性特征、术后并发症和住院时间。结果 在研究中心进行的1089例HIPEC手术中,185例患有CRC和腹膜转移的患者在形成至少一个吻合口后接受了CRS和HIPEC治疗,因此被纳入本研究。其中包括同步和近同步腹膜转移,平均腹膜癌指数为(8.67 ± 5.22)。在这批患者中,有 12 例(6.5%)发生了 AL。结论本研究报告称,CRC CRS 合并 HIPEC 后发生 AL 的风险较低,与其他已发表的数据相当。如果可能进行完全细胞减灭术,吻合口漏的风险不应对切除决定产生负面影响。要验证我们的研究结果,必须进一步开展相关研究。
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Surgical Oncology-Oxford
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