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Neoadjuvant Chemotherapy in Resectable Biliary Tract Cancer: A Systematic Review and Metanalysis. 可切除胆道癌的新辅助化疗:系统回顾和荟萃分析。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1002/jso.70169
Rafael Alvim Pereira, Gabriel Barcellos, Gabriel Lenz, Allan Andresson Lima Pereira, Tiago Biachi de Castria

Background and objectives: The benefit of neoadjuvant chemotherapy in resectable biliary tract cancer remains unclear.

Methods: A systematic review and meta-analysis of 23 studies (n = 11,344) compared neoadjuvant chemotherapy with upfront surgery.

Results: Neoadjuvant therapy improved overall survival (HR = 0.69) and R0 resection rates (OR = 1.30) without increasing postoperative morbidity or mortality.

Conclusions: Neoadjuvant chemotherapy may improve survival and surgical outcomes in resectable biliary tract cancer.

背景和目的:新辅助化疗治疗可切除胆道癌的益处尚不清楚。方法:对23项研究(n = 11,344)进行系统回顾和荟萃分析,比较新辅助化疗与前期手术。结果:新辅助治疗提高了总生存率(HR = 0.69)和R0切除率(OR = 1.30),且未增加术后发病率或死亡率。结论:新辅助化疗可提高可切除胆道癌患者的生存率和手术效果。
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引用次数: 0
Impact of Combined Additional Resections on the Surgical Outcomes of Robot-Assisted Resection of Thymic Epithelial Tumors. 联合附加切除对机器人辅助胸腺上皮肿瘤切除手术效果的影响。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70162
Benedikt Niedermaier, Nabil Khan, Florian Eichhorn, Maria Zehentmeier, Heidrun Grosch, Raffaella Griffo, Alessio Campisi, Antonia Margineanu, Michael Allgäuer, Petros Christopoulos, Michael Thomas, Hauke Winter, Martin E Eichhorn

Background and objectives: Robot-assisted thoracoscopy (RATS) is rapidly emerging as the preferred approach for the resection of thymic epithelial tumors (TET). Current challenges include the role of RATS in locally advanced disease and combined additional resections.

Methods: This single-center study included all consecutive robot-assisted surgeries for TET performed between 2018 and 2024. We report perioperative outcomes and findings from a large center for robotic surgery center.

Results: One hundred and forty-three patients underwent RATS for the resection of histologically confirmed TET, including 130 (91%) patients with thymoma and 13 (9%) patients with thymic carcinoma. The median tumor size was 54 mm (35.5-75) and most patients presented in a localized stage of disease, with 120 patients (83.9%) in TNM stage I (TNM 8th edition). The conversion rate to open surgery was 4.2% and R0 resection was achieved in 134 (93.7%) patients. Combined extended resections that included lung, pericardium or great vessels were performed in 44 (30.8%) patients and were the only independent predictor of postoperative complications in a multivariable logistic regression model (OR 2.87; p = 0.03).

Conclusions: Robot-assisted surgery is feasible and without unexpected safety concerns for TET. Combined extended resections, often necessary for locally advanced disease, are a significant predictor of postoperative complications.

背景和目的:机器人辅助胸腔镜(RATS)正迅速成为胸腺上皮肿瘤(TET)切除术的首选方法。目前的挑战包括大鼠在局部晚期疾病中的作用和联合额外切除。方法:这项单中心研究包括2018年至2024年期间进行的所有连续的TET机器人辅助手术。我们报告一个大型机器人手术中心的围手术期结果和发现。结果:143例经组织学证实的TET患者行大鼠切除术,其中胸腺瘤130例(91%),胸腺癌13例(9%)。肿瘤中位大小为54 mm(35.5-75),大多数患者表现为局部分期,其中120例(83.9%)患者为TNM I期(TNM第8版)。开腹转换率为4.2%,134例(93.7%)患者完成R0切除术。在多变量logistic回归模型中,44例(30.8%)患者进行了包括肺、心包或大血管在内的联合扩展切除,这是术后并发症的唯一独立预测因素(or 2.87; p = 0.03)。结论:机器人辅助手术是可行的,并且没有意外的安全问题。联合扩大切除,通常是局部晚期疾病所必需的,是术后并发症的重要预测因素。
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引用次数: 0
Examining Surgical Margins in the Excision of Basal Cell Carcinoma and Squamous Cell Carcinoma: Evaluating Pre-Excision, Post-Excision, Post-Fixation, and Pathological Margin Measurements. 检查基底细胞癌和鳞状细胞癌切除的手术边缘:评估切除前、切除后、固定后和病理边缘测量。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70163
Özgür Agdoğan, Ayşegül İsal Arslan

Introduction: There remains uncertainty regarding whether the determination of a safe margin is the responsibility of the surgeon or the pathologist during the pathological analysis of tissue from various procedures. This study aims to assess the alterations in surgical margin dimensions of tissue 1 h post-excision, following 24 h of formalin fixation, and pathological in comparison to the margin determined prior to excision.

Patients and methods: Measurements and mean values were taken for each specimen at four stages: before excision, 1 h post-excision, after 24 h of 10% formalin fixation, and following pathologic examination. BCCs and SCCs were evaluated independently, and statistical analyses were performed to assess changes in the measurements of the specimens.

Results: Table 1 illustrates highly significant reductions of the order of 70%-80% overall in the measured specimen margin widths over time for all of the categories measured.

Conclusion: Excised skin cancers were found to undergo significant shrinkage at every stage of pathological evaluation, resulting in a surgical margin significantly narrower than the safety margin initially determined. We have clarified what the surgical margin reported by the dermatopathologist actually means. In this way, it was aimed to eliminate the disagreement between the surgeon and the pathologist and to prevent the need for additional surgery and morbidities.

导言:在对各种手术组织进行病理分析时,安全边缘的确定是外科医生的责任还是病理学家的责任仍然存在不确定性。本研究旨在评估切除后1小时,福尔马林固定24小时后组织手术边缘尺寸的变化,以及与切除前确定的边缘相比的病理变化。患者和方法:每个标本在四个阶段测量和平均值:切除前、切除后1小时、10%福尔马林固定24小时后和病理检查后。对bcc和SCCs进行独立评估,并进行统计分析以评估标本测量值的变化。结果:表1显示了随着时间的推移,测量的所有类别的标本边缘宽度总体上有70%-80%的显著减少。结论:在病理评估的每个阶段,切除的皮肤癌都发生了明显的收缩,导致手术边界比最初确定的安全边界明显变窄。我们已经澄清了皮肤病理学家报告的手术切缘实际上是什么意思。通过这种方式,它旨在消除外科医生和病理学家之间的分歧,并防止需要额外的手术和发病率。
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引用次数: 0
Multimodal Care and Outcomes of Pancreatic Cancer Patients Are Influenced by Factors Beyond Biology: A Population-Based Study From Louisiana Tumor Registry. 胰腺癌患者的多模式护理和预后受生物学以外因素的影响:一项来自路易斯安那州肿瘤登记处的基于人群的研究
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70129
Aimée Galatas, Hannah R Malinosky, Andrew G Chapple, Sydney McManus, Ann Byerley, Ethan Littlefield, Sarah Hemelt, John Lyons, Denise Danos, Omeed Moaven

Background: This study aims to evaluate potential disparities in multimodal treatment and its impact on outcomes among pancreatic cancer patients in Louisiana.

Methods: Data on pancreatic cancer cases diagnosed between 2000 and 2020 were obtained from the Louisiana Tumor Registry. Bivariate relationships were assessed via Chi-square tests. Treatment was modeled with logistic regression models. Time-to-treatment was modeled with negative binomial regression models. Overall survival was analyzed with Cox proportional hazards models. Results are reported as odds ratio (OR), rate ratios (RR), hazards ratio (HR), and 95% Wald confidence intervals.

Results: A total of 8,466 patients with pancreatic cancer were included. A significantly higher proportion of nonmetastatic cases received therapy compared to metastatic cases. Non-Hispanic Black patients with nonmetastatic disease experienced a significantly longer time to treatment compared to Non-Hispanic White patients. In the metastatic model, uninsured patients and those with Medicaid had the highest odds of not receiving therapy. Primary resection was a strong predictor of improved survival. Nonsurgical therapy also contributed to better outcomes.

Conclusion: The findings of this study are instrumental in designing a more granular investigation of multi-level determinants to identify the actionable items driving the observed disparities associated with worse outcomes.

背景:本研究旨在评估路易斯安那州胰腺癌患者多模式治疗的潜在差异及其对预后的影响。方法:2000年至2020年间诊断的胰腺癌病例数据来自路易斯安那州肿瘤登记处。通过卡方检验评估双变量关系。采用logistic回归模型对治疗进行建模。治疗时间采用负二项回归模型。采用Cox比例风险模型分析总生存率。结果以比值比(OR)、比率比(RR)、危险比(HR)和95% Wald置信区间报告。结果:共纳入8466例胰腺癌患者。与转移病例相比,接受治疗的非转移病例比例明显更高。非西班牙裔黑人患者与非西班牙裔白人患者相比,非转移性疾病的治疗时间明显更长。在转移模型中,没有保险的患者和有医疗补助的患者不接受治疗的几率最高。初次切除是提高生存率的有力预测指标。非手术治疗也有助于改善预后。结论:本研究的发现有助于设计更细致的多层次决定因素调查,以确定驱动观察到的与较差结果相关的差异的可操作项目。
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引用次数: 0
Predictors of Early Versus Late Recurrence in Post-Surgical Oral Cancer Patients. 口腔癌术后早期和晚期复发的预测因素。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70154
Poonam Joshi, Labani Kole, Manasi Bavaskar, Arjun Singh, Rathan Shetty, Sudhir Nair, Pankaj Chaturvedi

This retrospective study evaluated predictors of early versus late recurrence in 277 patients with oral squamous cell carcinoma (OSCC) who underwent surgical treatment between 2017 and 2020. Using receiver operating characteristic analysis, an 8-month disease-free survival cutoff effectively stratified patients into early (DFS < 8 months) and late (DFS ≥ 8 months) recurrence groups. Early recurrence was associated with significantly poorer overall survival (mean OS 24.03 months) compared to late recurrence (mean OS 35.26 months). Multivariate logistic regression identified adjuvant therapy status and type, bone involvement, positive pathological nodal stage, and perineural invasion as independent predictors of early recurrence. Local recurrences demonstrated better survival outcomes than regional or distant failures. The findings underscore the prognostic significance of recurrence timing and highlight the need for risk-adapted surveillance and tailored adjuvant strategies in high-risk OSCC patients.

这项回顾性研究评估了2017年至2020年期间接受手术治疗的277例口腔鳞状细胞癌(OSCC)患者早期和晚期复发的预测因素。通过患者工作特征分析,8个月的无病生存期有效地将患者分层为早期(DFS)
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引用次数: 0
Changing Practices in Axillary Surgery After Neoadjuvant Breast Cancer Therapy: Insights From the EUSOMA European Database. 乳腺癌新辅助治疗后腋窝手术的改变:来自EUSOMA欧洲数据库的见解。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70158
Antonio J Esgueva, Mariano Tomatis, Antonio Ponti, Lorenza Marotti, Maria Joao Cardoso, Kwok Leung Cheung, Jakob De Vries, Peter van Dam, Isabel T Rubio

Introduction: Sentinel lymph node biopsy (SLNB) after neoadjuvant treatment (NAT) is an increasing option for axillary surgery in patients responding to treatment, whether diagnosed as clinically node-negative (cN0) or node-positive (cN + ). This study evaluates SLNB trends in patients with NAT in a large European population.

Materials and methods: Data sourced from EUSOMADB, collating prospectively collected data from certified European Breast Units, included 17,321 patients who have undergone NAT between 2010 and 2021. Of those, 9,226 and 8.095 are clinically N0 and cN1, respectively.

Results: During the study period, for cN0 patients, there has been a significant increase in the proportion of cases with SLNB, rising from 86% in the 2010-2015 period to 94% in the 2016-2021 period. Consequently, a decline in direct axillary dissection (AD) has been shown in both periods, dropping from 14% to 6% (p < 0.001). Similarly, in cN+ patients, SLNB increased from 25% to 40%, while direct AD decreased from 75% to 60% (p < 0.001). Regarding immunohistochemistry subtypes, higher SLNB rates were reported in triple-negative and HER2-enriched tumors. Nevertheless, SLNB rates rose significantly across all immunohistochemical subtypes (p < 0.001) between both periods. Multivariate analysis identified as statistically significant predictors of SLNB: surgery period (second period), molecular subtype (HER2-positive, triple-negative), breast-conserving surgery and type of NAT.

Conclusion: This study evidences a substantial shift towards SLNB as the primary axillary surgery following NAT during the study period. This trend emphasizes a preference for less invasive procedures, likely due to the efficacy of neoadjuvant therapy in reducing axillary lymph node involvement.

导论:无论临床诊断为淋巴结阴性(cN0)还是淋巴结阳性(cN +),新辅助治疗(NAT)后前哨淋巴结活检(SLNB)是腋窝手术中对治疗有反应的患者越来越多的选择。本研究评估了大量欧洲人群中NAT患者的SLNB趋势。材料和方法:数据来源于EUSOMADB,整理了从欧洲认证乳腺单位前瞻性收集的数据,包括2010年至2021年间接受过NAT的17,321例患者。其中临床N0和cN1分别为9226例和8.095例。结果:在研究期间,在cN0患者中,SLNB的病例比例明显增加,从2010-2015年期间的86%上升到2016-2021年期间的94%。因此,在这两个时期,直接腋窝清扫术(AD)的比例都有所下降,从14%下降到6% (p)。结论:本研究证明,在研究期间,SLNB作为NAT后的主要腋窝手术有了实质性的转变。这种趋势强调了对微创手术的偏好,可能是由于新辅助治疗在减少腋窝淋巴结累及方面的疗效。
{"title":"Changing Practices in Axillary Surgery After Neoadjuvant Breast Cancer Therapy: Insights From the EUSOMA European Database.","authors":"Antonio J Esgueva, Mariano Tomatis, Antonio Ponti, Lorenza Marotti, Maria Joao Cardoso, Kwok Leung Cheung, Jakob De Vries, Peter van Dam, Isabel T Rubio","doi":"10.1002/jso.70158","DOIUrl":"https://doi.org/10.1002/jso.70158","url":null,"abstract":"<p><strong>Introduction: </strong>Sentinel lymph node biopsy (SLNB) after neoadjuvant treatment (NAT) is an increasing option for axillary surgery in patients responding to treatment, whether diagnosed as clinically node-negative (cN0) or node-positive (cN + ). This study evaluates SLNB trends in patients with NAT in a large European population.</p><p><strong>Materials and methods: </strong>Data sourced from EUSOMADB, collating prospectively collected data from certified European Breast Units, included 17,321 patients who have undergone NAT between 2010 and 2021. Of those, 9,226 and 8.095 are clinically N0 and cN1, respectively.</p><p><strong>Results: </strong>During the study period, for cN0 patients, there has been a significant increase in the proportion of cases with SLNB, rising from 86% in the 2010-2015 period to 94% in the 2016-2021 period. Consequently, a decline in direct axillary dissection (AD) has been shown in both periods, dropping from 14% to 6% (p < 0.001). Similarly, in cN+ patients, SLNB increased from 25% to 40%, while direct AD decreased from 75% to 60% (p < 0.001). Regarding immunohistochemistry subtypes, higher SLNB rates were reported in triple-negative and HER2-enriched tumors. Nevertheless, SLNB rates rose significantly across all immunohistochemical subtypes (p < 0.001) between both periods. Multivariate analysis identified as statistically significant predictors of SLNB: surgery period (second period), molecular subtype (HER2-positive, triple-negative), breast-conserving surgery and type of NAT.</p><p><strong>Conclusion: </strong>This study evidences a substantial shift towards SLNB as the primary axillary surgery following NAT during the study period. This trend emphasizes a preference for less invasive procedures, likely due to the efficacy of neoadjuvant therapy in reducing axillary lymph node involvement.</p>","PeriodicalId":17111,"journal":{"name":"Journal of Surgical Oncology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145775050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of Presentation and Management in Skeletal and Extraskeletal Ewing Sarcoma in Children. 儿童骨骼与骨骼外尤文氏肉瘤的表现与治疗比较。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1002/jso.70153
Charbel Chidiac, Caitlyn Ramdat, Katherine M McDermott, Adam S Levin, Kathryn M Lemberg, Daniel S Rhee

Objective: Extraskeletal Ewing sarcoma (EES) is a variant of Ewing sarcoma that originates from soft tissues rather than bones. Our study aims to characterize the differences between EES and skeletal ES (SES) in the pediatric population.

Methods: We conducted a retrospective review of children ≤ 18 years with ES recorded in the National Cancer Data Base (NCDB) from 2004 to 2022. Kaplan-Meier curves and Cox proportional hazards regression analysis were used to identify risk factors associated with survival.

Results: Among 7446 identified patients, 1016 (20.9%) had EES and 6430 (79.1%) had SES. EES patients were older (median 14 vs. 13 years, p = 0.007), more often female (46.9% vs. 41.2%, p = 0.0009), and had smaller tumors (7.5 vs. 8.0 cm, p = 0.003). Tumor distribution differed significantly, with EES was most frequent in the thorax (49.8%) and head and neck (11.8%), while SES more common in the lower limbs (30.2%) and pelvis (25.3%) (p < 0.0001). EES patients were more likely to receive surgery alone (4.2% vs. 1.8%) or a combination of surgery, chemotherapy, and radiation (25.9% vs. 20.7%) but less likely to receive chemotherapy and radiation without surgery (19.4% vs. 29.3%, p < 0.05). Five-year overall survival was similar between SES (72.2%) and EES (73.7%) (p = 0.70). Multivariable analysis confirmed EES was not an independent predictor of survival (aHR 0.94; 95% CI 0.81-1.10). Factors independently associated with mortality were older age, metastasis at diagnosis, and positive surgical margins.

Conclusions: Demographic, treatment characteristics, and prognostic factors differ between pediatric patients with SES and EES. However, survival is similar between the two groups.

目的:骨外尤文氏肉瘤(EES)是尤文氏肉瘤的一种变体,起源于软组织而非骨骼。我们的研究旨在描述EES和骨骼ES (SES)在儿科人群中的差异。方法:我们对2004年至2022年国家癌症数据库(NCDB)中记录的≤18岁ES儿童进行了回顾性研究。Kaplan-Meier曲线和Cox比例风险回归分析用于确定与生存相关的危险因素。结果:7446例患者中,EES 1016例(20.9%),SES 6430例(79.1%)。EES患者年龄较大(中位年龄14岁vs. 13岁,p = 0.007),多为女性(46.9% vs. 41.2%, p = 0.0009),肿瘤较小(7.5 cm vs. 8.0 cm, p = 0.003)。肿瘤分布差异显著,EES最常见于胸腔(49.8%)和头颈部(11.8%),而SES多见于下肢(30.2%)和骨盆(25.3%)(p)。结论:小儿SES和EES患者的人口学、治疗特点和预后因素存在差异。然而,两组患者的生存率相似。
{"title":"Comparison of Presentation and Management in Skeletal and Extraskeletal Ewing Sarcoma in Children.","authors":"Charbel Chidiac, Caitlyn Ramdat, Katherine M McDermott, Adam S Levin, Kathryn M Lemberg, Daniel S Rhee","doi":"10.1002/jso.70153","DOIUrl":"https://doi.org/10.1002/jso.70153","url":null,"abstract":"<p><strong>Objective: </strong>Extraskeletal Ewing sarcoma (EES) is a variant of Ewing sarcoma that originates from soft tissues rather than bones. Our study aims to characterize the differences between EES and skeletal ES (SES) in the pediatric population.</p><p><strong>Methods: </strong>We conducted a retrospective review of children ≤ 18 years with ES recorded in the National Cancer Data Base (NCDB) from 2004 to 2022. Kaplan-Meier curves and Cox proportional hazards regression analysis were used to identify risk factors associated with survival.</p><p><strong>Results: </strong>Among 7446 identified patients, 1016 (20.9%) had EES and 6430 (79.1%) had SES. EES patients were older (median 14 vs. 13 years, p = 0.007), more often female (46.9% vs. 41.2%, p = 0.0009), and had smaller tumors (7.5 vs. 8.0 cm, p = 0.003). Tumor distribution differed significantly, with EES was most frequent in the thorax (49.8%) and head and neck (11.8%), while SES more common in the lower limbs (30.2%) and pelvis (25.3%) (p < 0.0001). EES patients were more likely to receive surgery alone (4.2% vs. 1.8%) or a combination of surgery, chemotherapy, and radiation (25.9% vs. 20.7%) but less likely to receive chemotherapy and radiation without surgery (19.4% vs. 29.3%, p < 0.05). Five-year overall survival was similar between SES (72.2%) and EES (73.7%) (p = 0.70). Multivariable analysis confirmed EES was not an independent predictor of survival (aHR 0.94; 95% CI 0.81-1.10). Factors independently associated with mortality were older age, metastasis at diagnosis, and positive surgical margins.</p><p><strong>Conclusions: </strong>Demographic, treatment characteristics, and prognostic factors differ between pediatric patients with SES and EES. However, survival is similar between the two groups.</p>","PeriodicalId":17111,"journal":{"name":"Journal of Surgical Oncology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145775009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Multivariable Machine Learning Model for the Prediction of Postoperative Ileus After Radical Cystectomy 根治性膀胱切除术后肠梗阻多变量机器学习预测模型的建立。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-09 DOI: 10.1002/jso.70161
Murugesan Manoharan, Mohamed Javid Raja Iyub, Yanjia Zhang, Pushan Prabhakar, Arjun Pon Avudaiappan, Mahmoud Eldefrawy, Sai Raghavendra Sridhar, Deerush Kannan Sakthivel

Background and Objectives

Postoperative Ileus (POI) is a common complication after Radical Cystectomy (RC) that delays recovery and extends hospital stay. Our objective was to develop machine learning (ML) models that can predict patients at a high risk of developing POI after RC.

Methods

Data of patients who underwent RC for bladder cancer at our institution were retrospectively extracted for analysis and model creation. Data pre-processing and variable selection were applied. Several ML models were developed, evaluated, and compared using the area under the curve (AUC), F1 score, precision, sensitivity, and specificity.

Results

Three hundred and seven patients were included in the analysis, and of these, 30 patients (9.8%) developed POI. Overall, 78.2% of patients were male and 91.2% were White. Of the various ML models, logistic regression demonstrated the highest AUC (0.98), followed by random forest (0.97), Support Vector Machine (0.97), XGBoost (0.95), simple neural network (0.87), and decision tree (0.84). Furthermore, the first two models also displayed higher specificity (0.94 and 0.93) and F1 scores (0.78 and 0.75). All models except for the decision tree and neural network achieved 100% sensitivity. Features such as age, body mass index (BMI), American Society of Anaesthesiologists (ASA) class status, surgical approach, potassium level, and the placement of a nasogastric tube were identified as key predictors of the outcome.

Conclusion

Based on our data, ML models can effectively predict POI after RC, especially with logistic regression and random forest. The identification of relevant predictors may contribute meaningfully to potential applications in risk stratification and personalized care.

背景和目的:术后肠梗阻(POI)是根治性膀胱切除术(RC)后常见的并发症,可延迟恢复并延长住院时间。我们的目标是开发机器学习(ML)模型,以预测RC后发生POI的高风险患者。方法:回顾性提取本院膀胱癌行RC的患者资料进行分析和模型创建。采用数据预处理和变量选择。使用曲线下面积(AUC)、F1评分、精度、灵敏度和特异性,开发、评估和比较了几种ML模型。结果:307例患者纳入分析,其中30例(9.8%)发展为POI。总体而言,78.2%的患者为男性,91.2%为白人。在各种ML模型中,逻辑回归显示出最高的AUC(0.98),其次是随机森林(0.97),支持向量机(0.97),XGBoost(0.95),简单神经网络(0.87)和决策树(0.84)。此外,前两种模型也显示出更高的特异性(0.94和0.93)和F1评分(0.78和0.75)。除决策树和神经网络外,所有模型的灵敏度均达到100%。年龄、体重指数(BMI)、美国麻醉医师协会(ASA)分类状态、手术入路、钾水平和鼻胃管放置等特征被确定为预后的关键预测因素。结论:基于我们的数据,ML模型可以有效地预测RC后的POI,特别是与逻辑回归和随机森林相结合。相关预测因子的识别可能对风险分层和个性化护理的潜在应用有意义。
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引用次数: 0
Comment on “Noncolorectal Cancer-Related Deaths in Patients With Early-Onset Colorectal Cancer: A Population-Based Study” 《早发性结直肠癌患者的非结直肠癌相关死亡:一项基于人群的研究》
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-09 DOI: 10.1002/jso.70160
Jilong Feng
{"title":"Comment on “Noncolorectal Cancer-Related Deaths in Patients With Early-Onset Colorectal Cancer: A Population-Based Study”","authors":"Jilong Feng","doi":"10.1002/jso.70160","DOIUrl":"10.1002/jso.70160","url":null,"abstract":"","PeriodicalId":17111,"journal":{"name":"Journal of Surgical Oncology","volume":"133 2","pages":"141-142"},"PeriodicalIF":1.9,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145708247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment and Outcomes for Patients With Inadequate Lymphadenectomy After Resection of Stage II Small Bowel Adenocarcinoma II期小肠腺癌切除术后淋巴结切除不充分患者的治疗和结果。
IF 1.9 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-09 DOI: 10.1002/jso.70151
Jackson A. Baril, Karl Y. Bilimoria, Eugene P. Ceppa, Michael G. House, Thomas K. Maatman, Alexandra M. Roch, Anthony D. Yang, C. Max Schmidt, Ryan J. Ellis

Background and Objectives

Adjuvant chemotherapy (AC) is considered for patients with stage II small bowel adenocarcinoma (SBA) with an inadequate lymphadenectomy; however, the prognostic role of additional high-risk features (T4 primary, positive resection margin, poorly differentiated tumor, or lymphovascular invasion) is unknown. The objectives were to describe utilization of AC among patients with stage II SBA with inadequate lymphadenectomy, identify factors associated with receipt of AC, and examine the association between AC and survival stratified by presence of additional high-risk features.

Methods

Patients with stage II SBA were identified using the National Cancer Database from 2004 to 2021. Inadequate lymphadenectomy was defined < 5 lymph nodes duodenal tumors and < 8 lymph nodes other sites.

Results

Of 1765 patients with stage II SBA and an inadequate lymphadenectomy, 525 (29.8%) received AC. T4 primary, poor grade tumor, and positive resection margin were associated with receiving AC. Receipt of AC was associated with improved 5-year survival in patients with additional high-risk features (49.9% vs 31.4%; HR 0.62, 95%CI 0.48–0.79) but not in patients without additional high-risk features (67.1% vs. 53.2%; HR 0.83, 95%CI 0.55–1.24).

Conclusions

Receipt of AC was associated with improved survival in patients with inadequate lymphadenectomy and any additional high-risk feature. Multiple variables may be considered in decisions regarding AC.

背景和目的:考虑辅助化疗(AC)用于淋巴结切除术不充分的II期小肠腺癌(SBA)患者;然而,其他高危特征(T4原发、切除边缘阳性、低分化肿瘤或淋巴血管侵袭)的预后作用尚不清楚。目的是描述淋巴结切除术不充分的II期SBA患者AC的使用情况,确定与AC接受相关的因素,并通过存在额外的高风险特征来检查AC与生存率之间的关系。方法:从2004年到2021年,使用国家癌症数据库确定II期SBA患者。结果:在1765例II期SBA和不充分的淋巴结切除术患者中,525例(29.8%)接受了AC。T4原发、恶性肿瘤和阳性切除缘与接受AC相关。接受AC与具有额外高风险特征的患者的5年生存率相关(49.9% vs 31.4%; HR 0.62, 95%CI 0.48-0.79),但与没有额外高风险特征的患者无关(67.1% vs 53.2%; HR 0.83, 95%CI 0.55-1.24)。结论:接受AC与淋巴结切除术不充分和任何其他高风险特征的患者的生存率提高相关。在有关AC的决策中可能要考虑多个变量。
{"title":"Treatment and Outcomes for Patients With Inadequate Lymphadenectomy After Resection of Stage II Small Bowel Adenocarcinoma","authors":"Jackson A. Baril,&nbsp;Karl Y. Bilimoria,&nbsp;Eugene P. Ceppa,&nbsp;Michael G. House,&nbsp;Thomas K. Maatman,&nbsp;Alexandra M. Roch,&nbsp;Anthony D. Yang,&nbsp;C. Max Schmidt,&nbsp;Ryan J. Ellis","doi":"10.1002/jso.70151","DOIUrl":"10.1002/jso.70151","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background and Objectives</h3>\u0000 \u0000 <p>Adjuvant chemotherapy (AC) is considered for patients with stage II small bowel adenocarcinoma (SBA) with an inadequate lymphadenectomy; however, the prognostic role of additional high-risk features (T4 primary, positive resection margin, poorly differentiated tumor, or lymphovascular invasion) is unknown. The objectives were to describe utilization of AC among patients with stage II SBA with inadequate lymphadenectomy, identify factors associated with receipt of AC, and examine the association between AC and survival stratified by presence of additional high-risk features.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Patients with stage II SBA were identified using the National Cancer Database from 2004 to 2021. Inadequate lymphadenectomy was defined &lt; 5 lymph nodes duodenal tumors and &lt; 8 lymph nodes other sites.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Of 1765 patients with stage II SBA and an inadequate lymphadenectomy, 525 (29.8%) received AC. T4 primary, poor grade tumor, and positive resection margin were associated with receiving AC. Receipt of AC was associated with improved 5-year survival in patients with additional high-risk features (49.9% vs 31.4%; HR 0.62, 95%CI 0.48–0.79) but not in patients without additional high-risk features (67.1% vs. 53.2%; HR 0.83, 95%CI 0.55–1.24).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Receipt of AC was associated with improved survival in patients with inadequate lymphadenectomy and any additional high-risk feature. Multiple variables may be considered in decisions regarding AC.</p>\u0000 </section>\u0000 </div>","PeriodicalId":17111,"journal":{"name":"Journal of Surgical Oncology","volume":"133 2","pages":"186-195"},"PeriodicalIF":1.9,"publicationDate":"2025-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12863234/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145708254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Surgical Oncology
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