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Experimental Study on the Inhibitory Effect of Eupatilin on Osteosarcoma by the NBR2/miR-129-5p/FKBP11 Regulatory Axis. Eupatilin通过NBR2/miR-129-5p/FKBP11调控轴抑制骨肉瘤的实验研究
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-10-07 DOI: 10.1245/s10434-025-18481-5
Xinzhe Zhang, Jihui Zhou, Jingtao Wu, Peng Yang, Guanghai Yuan

Background: Osteosarcoma is a malignant bone tumor primarily composed of interstitial cells; there is an urgent need to develop effective treatments to improve patient prognosis. Traditional Chinese medicine offers a promising direction for research. This study explores the inhibitory effects and mechanisms of eupatilin on osteosarcoma, as well as the feasibility of using exosomes loaded with eupatilin in the treatment of osteosarcoma.

Methods: The cell counting kit-8 (CCK-8) assay was utilized to determine the optimal experimental concentration of eupatilin and assess its effect on cell proliferation. Cell apoptosis, migration, and invasion were evaluated through flow cytometry, wound healing assay, transwell assay, and colony formation assay. The expression of neighbor of BRCA1 gene 2 (NBR2), microRNA-129-5p (miR-129-5p), and FKBP prolyl isomerase 11 (FKBP11) were assessed using real-time quantitative polymerase chain reaction and Western blot. Extracellular exosomes from bone marrow mesenchymal stem cells were extracted via ultracentrifugation. Exosomes overexpressing miR-129-5p were obtained by transfecting the stem cells, and exosomes loaded with eupatilin were prepared through co-incubation. The inhibitory effects of different exosome treatments were observed.

Results: Cytological experiments demonstrated that eupatilin significantly enhances the apoptosis rate of osteosarcoma cells, suppresses cell viability, and markedly diminishes the capacities for colony formation, migration, and invasion. PCR and WB analyses revealed that the expression levels of NBR2, FKBP11 gene, and protein were notably reduced, whereas the expression level of miR-129-5p was significantly elevated. Exosome-based therapy exhibited a pronounced inhibitory effect on osteosarcoma cells.

Conclusion: Eupatilin exerts a reliable inhibitory effect on osteosarcoma cells through the NBR2/miR-129-5p/FKBP11 regulatory axis. Exosomes can effectively carry both eupatilin and miR-129-5p, enhancing their therapeutic efficacy.

背景:骨肉瘤是一种主要由间质细胞组成的恶性骨肿瘤;迫切需要开发有效的治疗方法来改善患者预后。中医是一个很有前途的研究方向。本研究探讨了epupatilin对骨肉瘤的抑制作用和机制,以及利用负载epupatilin的外泌体治疗骨肉瘤的可行性。方法:采用细胞计数试剂盒-8 (CCK-8)法确定尤帕汀的最佳实验浓度,并评价其对细胞增殖的影响。通过流式细胞术、伤口愈合实验、transwell实验和菌落形成实验评估细胞凋亡、迁移和侵袭。采用实时定量聚合酶链反应和Western blot检测BRCA1基因2邻体(NBR2)、microRNA-129-5p (miR-129-5p)和FKBP脯氨酸异构酶11 (FKBP11)的表达。采用超离心法提取骨髓间充质干细胞细胞外泌体。通过转染干细胞获得过表达miR-129-5p的外泌体,并通过共孵育制备装载eupatilin的外泌体。观察不同外泌体处理的抑制作用。结果:细胞学实验表明,euupatilin能显著提高骨肉瘤细胞的凋亡率,抑制细胞活力,显著降低骨肉瘤细胞集落形成、迁移和侵袭能力。PCR和WB分析显示,NBR2、FKBP11基因和蛋白的表达水平显著降低,miR-129-5p的表达水平显著升高。外泌体治疗对骨肉瘤细胞有明显的抑制作用。结论:尤帕替林通过NBR2/miR-129-5p/FKBP11调控轴对骨肉瘤细胞具有可靠的抑制作用。外泌体可有效携带eupatilin和miR-129-5p,增强其治疗效果。
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引用次数: 0
Differential Diagnosis of Solitary Pulmonary Nodules in Postoperative Pancreatic Cancer Patients Using KRAS Gene Mutation Analysis. KRAS基因突变分析对胰腺癌术后孤立性肺结节的鉴别诊断。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-05 DOI: 10.1245/s10434-025-18659-x
Ryu Kanzaki, Hisaya Chikaraishi, Hironobu Samejima, Masao Kobayashi, Julian Horiguchi, Tomohiro Maniwa, Yoshiyuki Susaki, Hirofumi Akita, Kunihito Gotoh, Keiichiro Honma, Yoji Kukita, Jiro Okami

Background: Solitary pulmonary nodules in postoperative pancreatic cancer patients pose a diagnostic challenge in distinguishing primary lung cancer (PLC) from pulmonary metastasis (PM). KRAS mutation analysis is a potential tool for distinguishing these entities.

Methods: A retrospective study of 17 patients who underwent pulmonary resection after pancreatic cancer surgery was conducted. Paired pancreatic and pulmonary tumor samples were analyzed for KRAS mutations. PDX1 expression was assessed by immunohistochemistry. Preoperative clinical factors were evaluated using KRAS mutation-based classification as the reference.

Results: KRAS mutations were discordant between pancreatic and pulmonary tumors in nine patients (53%), leading to a diagnosis of PLC. KRAS G12R concordance was observed in three cases, confirming PM. Five cases with KRAS G12D or G12V concordance could not be definitively classified. KRAS mutation analysis identified more PLC cases than pathological diagnosis. PDX1 expression was found in both PM and some PLC cases, as well as in lung invasive mucinous adenocarcinoma cases without pancreatic cancer history, limiting its diagnostic value. Lymphovascular invasion in the pancreatic tumor was significantly associated with PM.

Conclusions: KRAS mutation analysis of both pancreatic tumor and lung tumor is useful for distinguishing solitary pulmonary nodules in postoperative pancreatic cancer patients. KRAS mutation analysis identified PLC more frequently than conventional pathological diagnosis.

背景:胰腺癌术后患者的孤立性肺结节对区分原发性肺癌(PLC)和肺转移(PM)提出了诊断挑战。KRAS突变分析是区分这些实体的潜在工具。方法:对17例胰腺癌术后行肺切除术的患者进行回顾性分析。对配对的胰腺和肺肿瘤样本进行KRAS突变分析。免疫组织化学检测PDX1表达。术前临床因素评估参照KRAS突变分类。结果:9例(53%)患者的KRAS突变在胰腺和肺肿瘤之间不一致,导致PLC的诊断。3例患者观察到KRAS G12R序列一致,证实PM。5例KRAS G12D或G12V一致性不能明确分类。KRAS突变分析发现的PLC病例多于病理诊断。PDX1在PM和部分PLC以及无胰腺癌病史的肺浸润性粘液腺癌中均有表达,限制了其诊断价值。胰腺肿瘤的淋巴血管浸润与PM显著相关。结论:胰腺肿瘤和肺肿瘤的KRAS突变分析有助于胰腺癌术后孤立性肺结节的鉴别。KRAS突变分析比常规病理诊断更容易发现PLC。
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引用次数: 0
ASO Author Reflections: The Past, Present, and Future of Robotic Pancreatoduodenectomy. ASO作者反思:机器人胰十二指肠切除术的过去、现在和未来。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-06 DOI: 10.1245/s10434-025-18653-3
Jonathan Garnier, Olivier R C Busch, Freek Daams, Sebastiaan Festen, Marc G Besselink
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引用次数: 0
Is Surgery Necessary for Stage IVB Gastric Cancer Showing Clinical Complete Response to Chemotherapy or Systemic Cancer Therapy? 对化疗或全身癌症治疗有完全临床反应的IVB期胃癌是否需要手术?
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-10-30 DOI: 10.1245/s10434-025-18641-7
Takumi Habu, Shinpei Ushiyama, Izuma Nakayama, Masahiro Yura, Mitsumasa Yoshida, Naoya Sakamoto, Takeshi Kuwata, Kohei Shitara, Takahiro Kinoshita

Background: For stage IVB gastric cancer, recently, systemic cancer therapy (including cytotoxic chemotherapy, immune checkpoint inhibitors, and molecular targeted agents) is the standard treatment based on biomarker testing. If these treatments are successful and the tumor becomes resectable, conversion surgery may be considered, though its significance remains unclear. In cases showing clinical complete response (cCR), the necessity of surgery is further debated.

Methods: This retrospective single-center study included patients with cStage IVB gastric cancer who received chemotherapy or systemic cancer therapy, regardless of undergoing conversion surgery, between 2013 and 2023. Patients were stratified by objective tumor response on imaging (cCR or others). Those achieving cCR were further divided into two groups: non-OP (follow-up without surgery) and OP (underwent conversion surgery) for survival comparison.

Results: Among 1591 patients treated with systemic chemotherapy, 51 (3.2%) achieved cCR (33 non-OP; 18 OP). In the cCR cohort, the median follow-up was 57 months. The 3-year overall survival (OS) was 97% in the non-OP group and 86% in the OP group (P = 0.44), respectively. Among the entire population, conversion surgery was performed in 121 patients (7.6%), in whom pathological CR (pCR) was seen in 17 (14%). This included 10 patients with cCR and seven without cCR. Three-year OS of pCR patients was 93%.

Conclusions: The results suggested the potential for long-term survival without surgery in patients showing cCR. However, further investigation is needed regarding accurate methods to assess tumor disappearance.

背景:对于IVB期胃癌,目前,基于生物标志物检测的系统性癌症治疗(包括细胞毒性化疗、免疫检查点抑制剂和分子靶向药物)是标准的治疗方法。如果这些治疗是成功的,肿瘤可以切除,可以考虑转换手术,尽管其意义尚不清楚。在显示临床完全缓解(cCR)的病例中,手术的必要性还有待进一步讨论。方法:本回顾性单中心研究纳入2013年至2023年期间接受化疗或全身癌症治疗的cStage IVB胃癌患者,无论是否接受转换手术。根据客观肿瘤影像学反应(cCR或其他)对患者进行分层。达到cCR的患者进一步分为两组:non-OP(无手术随访)和OP(接受转换手术)进行生存比较。结果:1591例全身化疗患者中,51例(3.2%)达到cCR(非OP 33例,OP 18例)。在cCR队列中,中位随访时间为57个月。非手术组3年总生存率为97%,手术组为86% (P = 0.44)。在整个人群中,121例(7.6%)患者进行了转换手术,其中17例(14%)患者出现病理CR (pCR)。其中包括10例cCR患者和7例无cCR患者。pCR患者3年OS为93%。结论:结果表明,cCR患者无需手术即可长期生存。然而,评估肿瘤消失的准确方法有待进一步研究。
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引用次数: 0
One-Year Mortality after Hepatectomy: Defining a Novel Quality Metric. 肝切除术后一年死亡率:定义一种新的质量指标。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-10-28 DOI: 10.1245/s10434-025-18023-z
Lily V Saadat, Debra A Goldman, Hannah Kalvin, Mithat Gonen, Kevin C Soares, Alice C Wei, Vinod P Balachandran, T Peter Kingham, Jeffrey Drebin, William R Jarnagin, Michael I D'Angelica

Background: Owing to better technique and perioperative care, 30- and 90-day mortality after hepatectomy has improved. However, little is known about survival in the first year after hepatectomy.

Patients and methods: Patients (age > 18) who underwent hepatectomy for any indication between 1991-2018 at a single institution were identified. Univariable and multivariable logistic regression were used to assess the relationship between clinical factors and death within 1 year for all patients and for patients who underwent hepatectomy for colorectal liver metastases (CRLM).

Results: This study included 6191 patients, of which 54% had CRLM. The 1-year survival was 89.9% (95%CI:89.1-90.7%). For patients who survived to 90 days, the probability of survival until 1 year was 92.2% (95%CI:91.9-92.5%). Malignancy had the strongest association with 1-year mortality (11% versus 2%, OR:5.82, 95%CI:2.13-15.88, p < 0.001), followed by major complications (22% versus 7%, OR:2.84, 95%CI:2.31-3.49, p < 0.001) and open approach (11% versus 3%, OR:2.06, 95%CI:1.06-3.98, p = 0.032). In the CRLM subset, the 1-year death rate was 7.6% (95%CI:6.7-8.6%). Major complications (17% versus 5%, OR:2.94, 95%CI:2.10-4.12, p < 0.001), 1-year recurrence (11% versus 5%, OR:2.78, 95%CI:1.97-3.91, p < 0.001), 4+ liver lesions (12% versus 7%, OR:2.12, 95%CI:1.46-3.09, p < 0.001) and hepatitis B/C (20% versus 7%, OR:3.47, 95%CI:1.31-9.16, p = 0.012) were associated with death at 1 year for this subset.

Conclusions: The 1-year mortality after hepatectomy is substantial, with 1 out of 10 patients dying within 1 year of surgery. Unlike the 30- and 90-day mortality, which capture technical or perioperative causes of death, 1-year mortality may serve as a more comprehensive postoperative outcome, by more broadly capturing postsurgical events and disease progression.

背景:由于更好的技术和围手术期护理,肝切除术后30天和90天死亡率有所提高。然而,对肝切除术后第一年的生存率知之甚少。患者和方法:确定了1991-2018年间在单一机构因任何适应症接受肝切除术的患者(年龄0 - 18岁)。采用单变量和多变量logistic回归来评估所有患者和因结直肠癌肝转移(CRLM)而行肝切除术的患者的临床因素与1年内死亡的关系。结果:本研究纳入6191例患者,其中54%发生CRLM。1年生存率为89.9% (95%CI:89.1-90.7%)。存活至90天的患者,存活至1年的概率为92.2% (95%CI:91.9 ~ 92.5%)。恶性肿瘤与1年死亡率的相关性最强(11%比2%,OR:5.82, 95%CI:2.13-15.88, p < 0.001),其次是主要并发症(22%比7%,OR:2.84, 95%CI:2.31-3.49, p < 0.001)和开放入路(11%比3%,OR:2.06, 95%CI:1.06-3.98, p = 0.032)。在CRLM亚组中,1年死亡率为7.6% (95%CI:6.7-8.6%)。主要并发症(17%比5%,OR:2.94, 95%CI:2.10-4.12, p < 0.001)、1年复发(11%比5%,OR:2.78, 95%CI:1.97-3.91, p < 0.001)、4+肝病变(12%比7%,OR:2.12, 95%CI:1.46-3.09, p < 0.001)和乙型/丙型肝炎(20%比7%,OR:3.47, 95%CI:1.31-9.16, p = 0.012)与该亚群1年死亡相关。结论:肝切除术后1年死亡率很高,10例患者中有1例在手术1年内死亡。与捕获技术或围手术期死亡原因的30天和90天死亡率不同,通过更广泛地捕获术后事件和疾病进展,1年死亡率可以作为更全面的术后结局。
{"title":"One-Year Mortality after Hepatectomy: Defining a Novel Quality Metric.","authors":"Lily V Saadat, Debra A Goldman, Hannah Kalvin, Mithat Gonen, Kevin C Soares, Alice C Wei, Vinod P Balachandran, T Peter Kingham, Jeffrey Drebin, William R Jarnagin, Michael I D'Angelica","doi":"10.1245/s10434-025-18023-z","DOIUrl":"10.1245/s10434-025-18023-z","url":null,"abstract":"<p><strong>Background: </strong>Owing to better technique and perioperative care, 30- and 90-day mortality after hepatectomy has improved. However, little is known about survival in the first year after hepatectomy.</p><p><strong>Patients and methods: </strong>Patients (age > 18) who underwent hepatectomy for any indication between 1991-2018 at a single institution were identified. Univariable and multivariable logistic regression were used to assess the relationship between clinical factors and death within 1 year for all patients and for patients who underwent hepatectomy for colorectal liver metastases (CRLM).</p><p><strong>Results: </strong>This study included 6191 patients, of which 54% had CRLM. The 1-year survival was 89.9% (95%CI:89.1-90.7%). For patients who survived to 90 days, the probability of survival until 1 year was 92.2% (95%CI:91.9-92.5%). Malignancy had the strongest association with 1-year mortality (11% versus 2%, OR:5.82, 95%CI:2.13-15.88, p < 0.001), followed by major complications (22% versus 7%, OR:2.84, 95%CI:2.31-3.49, p < 0.001) and open approach (11% versus 3%, OR:2.06, 95%CI:1.06-3.98, p = 0.032). In the CRLM subset, the 1-year death rate was 7.6% (95%CI:6.7-8.6%). Major complications (17% versus 5%, OR:2.94, 95%CI:2.10-4.12, p < 0.001), 1-year recurrence (11% versus 5%, OR:2.78, 95%CI:1.97-3.91, p < 0.001), 4+ liver lesions (12% versus 7%, OR:2.12, 95%CI:1.46-3.09, p < 0.001) and hepatitis B/C (20% versus 7%, OR:3.47, 95%CI:1.31-9.16, p = 0.012) were associated with death at 1 year for this subset.</p><p><strong>Conclusions: </strong>The 1-year mortality after hepatectomy is substantial, with 1 out of 10 patients dying within 1 year of surgery. Unlike the 30- and 90-day mortality, which capture technical or perioperative causes of death, 1-year mortality may serve as a more comprehensive postoperative outcome, by more broadly capturing postsurgical events and disease progression.</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"1481-1489"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145386285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
ASO Author Reflections: Risk Management Strategies for Older Women With Germline Pathogenic Variants in BRCA1/2 and PALB2. ASO作者反思:老年妇女BRCA1/2和PALB2种系致病变异的风险管理策略。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-15 DOI: 10.1245/s10434-025-18734-3
Amel Melanson, Stephanie M Wong
{"title":"ASO Author Reflections: Risk Management Strategies for Older Women With Germline Pathogenic Variants in BRCA1/2 and PALB2.","authors":"Amel Melanson, Stephanie M Wong","doi":"10.1245/s10434-025-18734-3","DOIUrl":"10.1245/s10434-025-18734-3","url":null,"abstract":"","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"1238-1239"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145530494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Preoperative Anemia, Transfusion, and Long-Term Oncologic Outcomes after Gastrectomy: Findings from the POWER4 Cohort. 术前贫血、输血和胃切除术后的长期肿瘤预后:来自POWER4队列的研究结果
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-10-19 DOI: 10.1245/s10434-025-18528-7
Javier Ripollés-Melchor, Ane Abad-Motos, José A García-Erce, Carlos Jericó, Ángel V Espinosa, María J Colomina, Alfredo Abad-Gurumeta, Margarita Logroño-Ejea, Patricia Galán-Menéndez, Andrés Zorrilla-Vaca, Astrid Batalla, Raquel Fernández-García, Gloria Paseiro-Crespo, Raquel García-Álvarez, Nekari de-Luis-Cabezón, Ana León-Bretscher, María García-Nebreda, Héctor Bergés-Gutierrez, Alicia Ruiz-Escobar, José L Rábago-Moriyón, Leticia Gómez-Viana, Lucía Gil-Gómez, Silvia Gil-Trujillo, María J Maroño-Boe, César Aldecoa

Background: Preoperative anemia and transfusion are common in gastric cancer surgery and have been associated with adverse short-term outcomes. Their impact on long-term oncologic prognosis remains unclear. We aimed to assess the association between preoperative anemia, perioperative red blood cell transfusion, and disease-free survival (DFS) after gastrectomy.

Patients and methods: This was a prespecified long-term analysis of the prospective POWER4 multicenter cohort conducted across 72 Spanish hospitals. Patients undergoing elective gastrectomy for gastric cancer between 2019 and 2020 were followed for ≥ 36 months. DFS was defined as time from surgery to recurrence or death. Primary exposures were preoperative anemia (World Health Organization criteria) and perioperative transfusion (within 72 h). Analyses included Kaplan-Meier estimates, multivariable Cox regression, logistic regression for delayed or omitted adjuvant chemotherapy (RIOT), and causal mediation analysis. Generalized additive models (GAMs) explored nonlinear associations between hemoglobin and DFS.

Results: Among 386 patients, 47% had anemia and 28% received transfusion. In 368 with complete follow-up, DFS event rates ranged from 13% (no anemia/no transfusion) to 38% (anemia + transfusion) (p < 0.001). Both exposures were associated with DFS in univariable models but lost significance after adjustment. No hemoglobin threshold was identified. Among 149 eligible patients, RIOT was delayed or omitted in 41%, with neither exposure as independent predictors. Mediation analysis suggested transfusion explained 26% of the effect of anemia on DFS, though not significantly.

Conclusions: Anemia and transfusion were associated with adverse unadjusted outcomes, but not independently. This supports interpreting anemia as a marker of vulnerability rather than a modifiable risk factor for recurrence.

背景:术前贫血和输血在胃癌手术中很常见,并与不良的短期预后相关。它们对长期肿瘤预后的影响尚不清楚。我们的目的是评估术前贫血、围手术期红细胞输血和胃切除术后无病生存(DFS)之间的关系。患者和方法:这是对72家西班牙医院进行的前瞻性POWER4多中心队列的预先指定的长期分析。2019年至2020年期间接受胃癌选择性胃切除术的患者随访≥36个月。DFS定义为从手术到复发或死亡的时间。主要暴露是术前贫血(世界卫生组织标准)和围手术期输血(72小时内)。分析包括Kaplan-Meier估计、多变量Cox回归、延迟或省略辅助化疗(RIOT)的logistic回归和因果中介分析。广义加性模型(GAMs)探讨了血红蛋白与DFS之间的非线性关系。结果:386例患者中,47%发生贫血,28%接受输血。在368例完全随访中,DFS事件发生率从13%(无贫血/无输血)到38%(贫血+输血)不等(p < 0.001)。在单变量模型中,这两种暴露都与DFS相关,但在调整后失去了显著性。未发现血红蛋白阈值。在149名符合条件的患者中,41%的患者延迟或遗漏了RIOT,暴露都不是独立的预测因素。中介分析表明输血解释了26%的贫血对DFS的影响,但并不显著。结论:贫血和输血与不良的未调整结果相关,但不是独立的。这支持将贫血解释为易感性的标志,而不是可改变的复发危险因素。
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引用次数: 0
Development and Validation of Time-to-Event Machine Learning Models for Predicting Disease-Free Survival in Patients with Locally Advanced Colorectal Cancer: A Multicenter Cohort Study. 预测局部晚期结直肠癌患者无病生存的时间-事件机器学习模型的开发和验证:一项多中心队列研究
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-02 DOI: 10.1245/s10434-025-18815-3
Yongjie Zhou, Zhichao Zuo, Jinhong Zhao, Yongming Tan, Jinqiu Deng, Xiang Wei, Hao Li, Lianggeng Gong, Lan Liu, Linhua Zhong

Background: The postoperative prognosis of locally advanced colorectal cancer (LACRC) exhibits significant heterogeneity. However, conventional models for predicting disease-free survival (DFS) often lack the necessary precision. Therefore, we aim to develop and validate time-to-event machine learning (ML) models for predicting DFS in patients with LACRC, ultimately improving prognostic accuracy.

Patients and methods: This multicenter cohort study enrolled 456 patients with LACRC from three medical centers. A training cohort consisting of 350 patients was formed from centers 1 and 2, while an external validation cohort comprising 106 patients was sourced from center 3. Preoperative computed tomography (CT) images were segmented to extract radiomics features, and a radiomics score (radscore) was calculated through feature engineering. In addition, intratumor heterogeneity (ITH) scores were derived by integrating clustered mask regions with global pixel distribution patterns. To predict DFS, five time-to-event ML models were trained: Cox proportional hazards, FastKernelSurvivalSVM, GradientBoostingSurvival (GB-Survival), RandomSurvivalForest, and ExtraSurvivalTrees. Model performance was assessed using the concordance index (C-index), and Survival SHapley Additive exPlanations over time (SurvSHAP (t)) analysis was conducted for model interpretation.

Results: Among the models tested, GB-Survival demonstrated the highest predictive performance for DFS, achieving a C-index of 0.7823. SurvSHAP (t) analysis revealed that the key prognostic factors included the ITH score, pathological TNM stage, lymphovascular invasion, radscore, and the prognostic nutritional index.

Conclusions: The GB-Survival model that integrates multimodal data outperforms other time-to-event ML models in predicting DFS for LACRC. This approach may facilitate the development of data-driven treatment strategies and personalized risk stratification for patients with LACRC.

背景:局部晚期结直肠癌(LACRC)术后预后具有明显的异质性。然而,预测无病生存(DFS)的传统模型往往缺乏必要的精度。因此,我们的目标是开发和验证预测LACRC患者DFS的时间到事件机器学习(ML)模型,最终提高预后准确性。患者和方法:本多中心队列研究纳入了来自三个医疗中心的456例LACRC患者。培训队列由350名患者组成,来自中心1和2,而外部验证队列由106名患者组成,来自中心3。对术前CT图像进行分割提取放射组学特征,通过特征工程计算放射组学评分(radscore)。此外,通过整合聚类掩膜区域与全局像素分布模式,得出肿瘤内异质性(ITH)评分。为了预测DFS,我们训练了五个时间到事件的ML模型:Cox比例风险、FastKernelSurvivalSVM、GradientBoostingSurvival (GB-Survival)、RandomSurvivalForest和extrassurvivaltrees。使用一致性指数(C-index)评估模型性能,并进行随时间推移的生存SHapley加性解释(SurvSHAP (t))分析以进行模型解释。结果:在测试的模型中,GB-Survival对DFS的预测性能最高,c指数为0.7823。SurvSHAP (t)分析显示,主要预后因素包括ITH评分、病理TNM分期、淋巴血管侵犯、radscore和预后营养指数。结论:整合多模态数据的GB-Survival模型在预测LACRC的DFS方面优于其他时间-事件ML模型。这种方法可以促进数据驱动治疗策略的发展和LACRC患者的个性化风险分层。
{"title":"Development and Validation of Time-to-Event Machine Learning Models for Predicting Disease-Free Survival in Patients with Locally Advanced Colorectal Cancer: A Multicenter Cohort Study.","authors":"Yongjie Zhou, Zhichao Zuo, Jinhong Zhao, Yongming Tan, Jinqiu Deng, Xiang Wei, Hao Li, Lianggeng Gong, Lan Liu, Linhua Zhong","doi":"10.1245/s10434-025-18815-3","DOIUrl":"10.1245/s10434-025-18815-3","url":null,"abstract":"<p><strong>Background: </strong>The postoperative prognosis of locally advanced colorectal cancer (LACRC) exhibits significant heterogeneity. However, conventional models for predicting disease-free survival (DFS) often lack the necessary precision. Therefore, we aim to develop and validate time-to-event machine learning (ML) models for predicting DFS in patients with LACRC, ultimately improving prognostic accuracy.</p><p><strong>Patients and methods: </strong>This multicenter cohort study enrolled 456 patients with LACRC from three medical centers. A training cohort consisting of 350 patients was formed from centers 1 and 2, while an external validation cohort comprising 106 patients was sourced from center 3. Preoperative computed tomography (CT) images were segmented to extract radiomics features, and a radiomics score (radscore) was calculated through feature engineering. In addition, intratumor heterogeneity (ITH) scores were derived by integrating clustered mask regions with global pixel distribution patterns. To predict DFS, five time-to-event ML models were trained: Cox proportional hazards, FastKernelSurvivalSVM, GradientBoostingSurvival (GB-Survival), RandomSurvivalForest, and ExtraSurvivalTrees. Model performance was assessed using the concordance index (C-index), and Survival SHapley Additive exPlanations over time (SurvSHAP (t)) analysis was conducted for model interpretation.</p><p><strong>Results: </strong>Among the models tested, GB-Survival demonstrated the highest predictive performance for DFS, achieving a C-index of 0.7823. SurvSHAP (t) analysis revealed that the key prognostic factors included the ITH score, pathological TNM stage, lymphovascular invasion, radscore, and the prognostic nutritional index.</p><p><strong>Conclusions: </strong>The GB-Survival model that integrates multimodal data outperforms other time-to-event ML models in predicting DFS for LACRC. This approach may facilitate the development of data-driven treatment strategies and personalized risk stratification for patients with LACRC.</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"1288-1300"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The Clinical Presentation of Anastomotic Leakage Compared Between CRS-HIPEC and Conventional Colorectal Surgery. CRS-HIPEC与常规结直肠手术吻合口瘘的临床表现比较。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-09 DOI: 10.1245/s10434-025-18712-9
M Cats, L G Magermans, E C E Wassenaar, A A W van Geloven, M J Wiezer, J D J Plate, D Boerma

Purpose: To compare the clinical presentation and timing of anastomotic leakage (AL) in patients undergoing cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC) versus conventional colorectal surgery (CCS), and to assess postoperative symptom trajectories to identify early indicators of AL. This study aims to improve timely recognition and facilitate earlier intervention of AL.

Patients and methods: We analyzed prospectively collected data from two Dutch teaching hospitals. We included adult patients who developed AL after elective CRS-HIPEC and CCS. We compared timing, severity, and clinical presentation of anastomotic leakage between patients after CRS-HIPEC and CCS. Furthermore, we analyzed and compared clinical symptoms, vital signs and laboratory values up to 5 days before AL diagnosis to evaluate symptom trajectories to identify early diagnostic indicators.

Results: Among 127 patients with anastomotic leakage, those who underwent CRS-HIPEC (n = 17) were diagnosed later (median 7 vs. 5 days, p < 0.001) and had longer hospital stays (median 24 vs. 16 days, p = 0.011). Except for a higher heart rate (mean 111 vs. 100 bpm, p = 0.02) and a steeper increase in the days preceding diagnosis in patients undergoing CRS-HIPEC, other symptoms and laboratory values were similar. Heart rate, temperature, and CRP began to increase in both groups the day before diagnosis.

Discussion: Anastomotic leakage was diagnosed later after CRS-HIPEC compared with CCS, with similar presentation, resulting in longer hospitalization. Symptoms began to increase the day before diagnosis. Future research should focus on developing a diagnostic algorithm based on dynamic postoperative trends to enable earlier intervention and improve outcomes.

目的:比较行细胞减少手术联合腹腔热化疗(CRS-HIPEC)与常规结直肠手术(CCS)患者吻合口漏(AL)的临床表现和时间,并评估术后症状轨迹,以识别AL的早期指标。本研究旨在提高对AL患者的及时识别和早期干预。我们分析了两家荷兰教学医院前瞻性收集的数据。我们纳入了在选择性CRS-HIPEC和CCS后发生AL的成年患者。我们比较了CRS-HIPEC和CCS术后吻合口漏的时间、严重程度和临床表现。此外,我们分析并比较了AL诊断前5天的临床症状、生命体征和实验室值,以评估症状轨迹,以确定早期诊断指标。结果:127例吻合口瘘患者中,行CRS-HIPEC的患者(n = 17)诊断较晚(中位7天vs. 5天,p)。讨论:与CCS相比,CRS-HIPEC术后吻合口瘘诊断较晚,表现相似,住院时间较长。症状在确诊前一天开始加重。未来的研究应侧重于开发一种基于动态术后趋势的诊断算法,以实现早期干预和改善结果。
{"title":"The Clinical Presentation of Anastomotic Leakage Compared Between CRS-HIPEC and Conventional Colorectal Surgery.","authors":"M Cats, L G Magermans, E C E Wassenaar, A A W van Geloven, M J Wiezer, J D J Plate, D Boerma","doi":"10.1245/s10434-025-18712-9","DOIUrl":"10.1245/s10434-025-18712-9","url":null,"abstract":"<p><strong>Purpose: </strong>To compare the clinical presentation and timing of anastomotic leakage (AL) in patients undergoing cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC) versus conventional colorectal surgery (CCS), and to assess postoperative symptom trajectories to identify early indicators of AL. This study aims to improve timely recognition and facilitate earlier intervention of AL.</p><p><strong>Patients and methods: </strong>We analyzed prospectively collected data from two Dutch teaching hospitals. We included adult patients who developed AL after elective CRS-HIPEC and CCS. We compared timing, severity, and clinical presentation of anastomotic leakage between patients after CRS-HIPEC and CCS. Furthermore, we analyzed and compared clinical symptoms, vital signs and laboratory values up to 5 days before AL diagnosis to evaluate symptom trajectories to identify early diagnostic indicators.</p><p><strong>Results: </strong>Among 127 patients with anastomotic leakage, those who underwent CRS-HIPEC (n = 17) were diagnosed later (median 7 vs. 5 days, p < 0.001) and had longer hospital stays (median 24 vs. 16 days, p = 0.011). Except for a higher heart rate (mean 111 vs. 100 bpm, p = 0.02) and a steeper increase in the days preceding diagnosis in patients undergoing CRS-HIPEC, other symptoms and laboratory values were similar. Heart rate, temperature, and CRP began to increase in both groups the day before diagnosis.</p><p><strong>Discussion: </strong>Anastomotic leakage was diagnosed later after CRS-HIPEC compared with CCS, with similar presentation, resulting in longer hospitalization. Symptoms began to increase the day before diagnosis. Future research should focus on developing a diagnostic algorithm based on dynamic postoperative trends to enable earlier intervention and improve outcomes.</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"1706-1715"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145480697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Impact of Different Primary Treatment Strategies on Recurrence-Focused Treatment of Pancreatic Ductal Adenocarcinoma. 不同初始治疗策略对胰腺导管腺癌复发治疗的影响。
IF 3.5 2区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-07 DOI: 10.1245/s10434-025-18639-1
Paul C M Andel, Iris W J M van Goor, Thijs J Schouten, Marc G Besselink, Bert A Bonsing, Koop Bosscha, Olivier R Busch, Geert A Cirkel, Ronald M van Dam, Sebastiaan Festen, Bas Groot Koerkamp, Erwin van der Harst, Ignace H J T de Hingh, Martijn P W Intven, Geert Kazemier, Mike S L Liem, Maartje Los, Gert Meijer, Vincent E de Meijer, Vincent B Nieuwenhuijs, Daphne Roos, Jennifer M J Schreinemakers, Martijn W J Stommel, Fennie Wit, Robert C Verdonk, Hjalmar C van Santvoort, I Quintus Molenaar, Lois A Daamen, Vincent P Groot

Background: Increased application of neoadjuvant therapy (NAT) and adjuvant therapy (AT) could limit treatment options for pancreatic ductal adenocarcinoma (PDAC) recurrence. This study aimed to identify patterns of recurrence-focused treatment and survival following different primary treatment strategies.

Methods: All patients who underwent PDAC resection in the Netherlands (2014-2019) were included. Patients were divided into five groups according to their primary treatment strategy: (1) resection only, (2) gemcitabine-based NAT + resection, (3) FOLFIRINOX-based NAT + resection, (4) resection + gemcitabine-based AT, and (5) resection + FOLFIRINOX-based AT. Differences in recurrence-focused treatment and post-recurrence survival (PRS) were assessed using multivariable logistic and Cox-proportional hazards analyses and were presented as odds ratios (ORs) and hazard ratios (HRs) with corresponding 95% confidence intervals (95% CIs), respectively.

Results: In total, 1739 patients (median follow-up of 51 [interquartile range 34-64] months) were included, of whom 1272 (73%) had disease recurrence. In these patients, recurrence-focused treatment was administered in 64/124 (52%) after FOLFIRINOX-based NAT compared with 74/410 (18%) with resection only (OR 4.13 [95% CI 3.34-5.12]; P<0.001), 29/70 (41%) with gemcitabine-based NAT (OR 1.61 [95% CI 1.21-2.15]; P<0.001), 239/604 (39%) with gemcitabine-based AT (OR 1.73 [95% CI 1.43-2.09]; P<0.001), and 24/64 (38%) with FOLFIRINOX-based AT (OR 1.44 [95% CI 1.06-1.95]; P=0.02). Recurrence-focused treatment was associated with a median PRS of 11 (95% CI 10-13) months compared with 3 (95% CI 2-3) months in patients with best supportive care (HR 0.31 [95% CI 0.26-0.37]; P<0.001).

Conclusions: Recurrence-focused treatment differs between patients with PDAC who received different primary treatment strategies and is associated with improved PRS.

背景:增加新辅助治疗(NAT)和辅助治疗(AT)的应用可以限制胰腺导管腺癌(PDAC)复发的治疗选择。本研究旨在确定不同主要治疗策略后以复发为中心的治疗模式和生存率。方法:纳入2014-2019年在荷兰接受PDAC切除术的所有患者。根据患者的主要治疗策略分为五组:(1)仅切除,(2)吉西他滨基NAT +切除,(3)基于folfirinox的NAT +切除,(4)切除+吉西他滨基AT,(5)切除+ folfirinox基AT。以复发为中心的治疗和复发后生存率(PRS)的差异采用多变量逻辑分析和cox比例风险分析进行评估,并分别以比值比(ORs)和风险比(hr)表示,并具有相应的95%置信区间(95% ci)。结果:共纳入1739例患者(中位随访51个月[四分位间距34-64]个月),其中1272例(73%)患者出现疾病复发。在这些患者中,基于folfirinox的NAT后,64/124(52%)的患者接受了以复发为重点的治疗,而仅切除的患者为74/410 (18%)(OR 4.13 [95% CI 3.34-5.12];结论:接受不同主要治疗策略的PDAC患者的复发为重点的治疗存在差异,并且与改善的PRS相关。
{"title":"Impact of Different Primary Treatment Strategies on Recurrence-Focused Treatment of Pancreatic Ductal Adenocarcinoma.","authors":"Paul C M Andel, Iris W J M van Goor, Thijs J Schouten, Marc G Besselink, Bert A Bonsing, Koop Bosscha, Olivier R Busch, Geert A Cirkel, Ronald M van Dam, Sebastiaan Festen, Bas Groot Koerkamp, Erwin van der Harst, Ignace H J T de Hingh, Martijn P W Intven, Geert Kazemier, Mike S L Liem, Maartje Los, Gert Meijer, Vincent E de Meijer, Vincent B Nieuwenhuijs, Daphne Roos, Jennifer M J Schreinemakers, Martijn W J Stommel, Fennie Wit, Robert C Verdonk, Hjalmar C van Santvoort, I Quintus Molenaar, Lois A Daamen, Vincent P Groot","doi":"10.1245/s10434-025-18639-1","DOIUrl":"10.1245/s10434-025-18639-1","url":null,"abstract":"<p><strong>Background: </strong>Increased application of neoadjuvant therapy (NAT) and adjuvant therapy (AT) could limit treatment options for pancreatic ductal adenocarcinoma (PDAC) recurrence. This study aimed to identify patterns of recurrence-focused treatment and survival following different primary treatment strategies.</p><p><strong>Methods: </strong>All patients who underwent PDAC resection in the Netherlands (2014-2019) were included. Patients were divided into five groups according to their primary treatment strategy: (1) resection only, (2) gemcitabine-based NAT + resection, (3) FOLFIRINOX-based NAT + resection, (4) resection + gemcitabine-based AT, and (5) resection + FOLFIRINOX-based AT. Differences in recurrence-focused treatment and post-recurrence survival (PRS) were assessed using multivariable logistic and Cox-proportional hazards analyses and were presented as odds ratios (ORs) and hazard ratios (HRs) with corresponding 95% confidence intervals (95% CIs), respectively.</p><p><strong>Results: </strong>In total, 1739 patients (median follow-up of 51 [interquartile range 34-64] months) were included, of whom 1272 (73%) had disease recurrence. In these patients, recurrence-focused treatment was administered in 64/124 (52%) after FOLFIRINOX-based NAT compared with 74/410 (18%) with resection only (OR 4.13 [95% CI 3.34-5.12]; P<0.001), 29/70 (41%) with gemcitabine-based NAT (OR 1.61 [95% CI 1.21-2.15]; P<0.001), 239/604 (39%) with gemcitabine-based AT (OR 1.73 [95% CI 1.43-2.09]; P<0.001), and 24/64 (38%) with FOLFIRINOX-based AT (OR 1.44 [95% CI 1.06-1.95]; P=0.02). Recurrence-focused treatment was associated with a median PRS of 11 (95% CI 10-13) months compared with 3 (95% CI 2-3) months in patients with best supportive care (HR 0.31 [95% CI 0.26-0.37]; P<0.001).</p><p><strong>Conclusions: </strong>Recurrence-focused treatment differs between patients with PDAC who received different primary treatment strategies and is associated with improved PRS.</p>","PeriodicalId":8229,"journal":{"name":"Annals of Surgical Oncology","volume":" ","pages":"1616-1626"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145457328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
期刊
Annals of Surgical Oncology
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