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Evaluation of surgical treatment outcomes and development of a prognostic model for patients with small cell lung cancer. 小细胞肺癌患者手术治疗效果的评价及预后模型的建立。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-10 DOI: 10.1080/14796694.2026.2628109
Penghu Gao, Hongbing Zhang, Jinghao Liu, Minghui Liu, Zihe Zhang, Xin Li, Sen Wei, Yongwen Li, Honglin Zhao, Hongyu Liu, Jun Chen

Background: Small cell lung cancer (SCLC) is an aggressive malignancy with limited treatment options. While surgery is increasingly considered for early-stage disease, its prognostic implications remain poorly characterized, and validated predictive tools are lacking.

Methods: This retrospective study analyzed 7718 patients from the SEER database and 237 patients from Tianjin Medical University General Hospital. Clinical variables including surgical approach, TNM stage, and adjuvant therapies were evaluated. Prognostic factors were identified through Cox regression, and a nomogram was developed from SEER data with external validation in the independent cohort.

Results: Surgical resection was associated with improved survival in stage I-IIIA patients but showed no benefit in stage IIIB-IV disease. Multivariate analysis identified TNM stage, lobectomy (versus sublobar resection), and postoperative chemotherapy as independent prognostic factors. The nomogram demonstrated strong predictive performance, with 1-, 3-, and 5-year AUC values of 0.871/0.727/0.725 in the development cohort and 0.775/0.744/0.723 in the validation cohort.

Conclusions: Our findings support surgical consideration for early-stage SCLC and provide a validated prognostic tool for clinical decision-making. The nomogram incorporating TNM stage, surgical extent, and adjuvant therapy effectively predicts survival outcomes, offering practical guidance for treatment planning.

背景:小细胞肺癌(SCLC)是一种侵袭性恶性肿瘤,治疗选择有限。虽然手术越来越多地被考虑用于早期疾病,但其预后影响仍然不明确,并且缺乏有效的预测工具。方法:回顾性分析来自SEER数据库的7718例患者和来自天津医科大学总医院的237例患者。临床变量包括手术入路、TNM分期和辅助治疗。通过Cox回归确定预后因素,并从独立队列中经外部验证的SEER数据开发nomogram。结果:手术切除与I-IIIA期患者的生存改善相关,但对IIIB-IV期疾病无益处。多变量分析确定TNM分期、肺叶切除术(相对于叶下切除术)和术后化疗是独立的预后因素。nomogram显示了很强的预测能力,在发展队列中,1年、3年和5年的AUC值为0.871/0.727/0.725,在验证队列中为0.775/0.744/0.723。结论:我们的研究结果支持手术治疗早期SCLC,并为临床决策提供了有效的预后工具。结合TNM分期、手术范围和辅助治疗的nomogram预后预测,为治疗规划提供了实用的指导。
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引用次数: 0
MDX-2001-101 study protocol: a phase I/IIa, multicenter, first-in-human, open-label clinical trial evaluating MDX2001 monotherapy in patients with advanced solid tumors. MDX-2001-101研究方案:一项I/IIa期、多中心、首次人体、开放标签临床试验,评估MDX2001单药治疗晚期实体瘤患者的疗效。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-06 DOI: 10.1080/14796694.2025.2610468
Ecaterina Dumbrava, Anna Minchom, Jason Henry, Melissa Johnson, David Sommerhalder, Jaime Merchan, Rebecca Heist, Elena Garralda Cabanas, Monette Cotreau, Anne-Laure Goenaga, Dalia Burzyn, Lukas Makris, Kerry Culm, Giovanni Abbadessa

MDX2001 is a tetraspecific T-cell engager-expander antibody engineered to recognize four distinct antigens: cellular mesenchymal-epithelial transition factor (c-MET) and trophoblast antigen 2 (TROP2) to direct T cells to tumor cells, CD3 to activate T cells, and CD28 to enhance T-cell survival and proliferation. MDX2001 has demonstrated potent antitumor activity in nonclinical studies over a wide range of tumor types. Here, we present the protocol design for study MDX-2001-101, a multicenter, open-label, phase I/IIa clinical trial designed to evaluate the safety, tolerability, and antitumor effects of MDX2001 in patients with advanced solid tumors. The study comprises a phase Ia dose escalation guided by a Bayesian optimal interval design with a targeted maximum tolerated dose toxicity rate of 30%, a phase Ib dose expansion, and a phase IIa indication expansion.

MDX2001是一种四特异性T细胞接合扩增剂抗体,可识别四种不同的抗原:细胞间充质上皮转化因子(c-MET)和滋养层抗原2 (TROP2),用于引导T细胞进入肿瘤细胞,CD3用于激活T细胞,CD28用于增强T细胞的存活和增殖。MDX2001在多种肿瘤类型的非临床研究中显示出强大的抗肿瘤活性。在这里,我们提出了MDX-2001-101研究的方案设计,这是一项多中心、开放标签、I/IIa期临床试验,旨在评估MDX2001在晚期实体瘤患者中的安全性、耐受性和抗肿瘤作用。该研究包括由贝叶斯最佳间隔设计指导的Ia期剂量递增,目标最大耐受剂量毒性率为30%,Ib期剂量扩展和IIa期适应症扩展。
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引用次数: 0
Impact of immunotherapy on survival and treatment patterns of patients with extensive-stage small cell lung cancer: a study using a Japanese nationwide database. 免疫治疗对大分期小细胞肺癌患者生存和治疗模式的影响:一项使用日本全国数据库的研究
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-30 DOI: 10.1080/14796694.2026.2623038
Yasutaka Ihara, Shoichiro Yamamoto, Megumi Mizutani, Naoto Okada, Yuki Shimomura, Naoyuki Nogami

Introduction: Although immune checkpoint inhibitor (ICI) therapy for patients with extensive-stage small cell lung cancer (ES-SCLC) has shown promising results in clinical trials, it is not as widely used as for other cancers. Thus, investigating the association between ICI therapy and overall survival and treatment patterns of patients with ES-SCLC provides a new perspective regarding the introduction of ICI.

Materials & methods: This retrospective cohort study identified patients newly diagnosed with SCLC between January 2015 and January 2023 who received first-line treatment with etoposide from a nationwide database in Japan. Patients were divided into those who received ICI and conventional chemotherapy. Overall survival was assessed with a Cox proportional hazards model weighted by the inverse propensity score. The treatment patterns were visualized using a Sankey diagram.

Results: Of the 4537 patients, 2433 received conventional chemotherapy and 2104 received ICI therapy. The hazard ratio for mortality with ICI therapy was 0.892 (95% CI, 0.797-0.998). Less than half of the patients received ICI therapy as first-line treatment. Older patients tended to receive conventional chemotherapy.

Conclusions: Compared with conventional chemotherapy, ICI therapy was associated with increased overall survival in patients with ES-SCLC. However, clinical implementation of ICI therapy was delayed, particularly in older patients.

虽然免疫检查点抑制剂(ICI)治疗广泛期小细胞肺癌(ES-SCLC)患者在临床试验中显示出有希望的结果,但它并不像其他癌症那样广泛使用。因此,研究ICI治疗与ES-SCLC患者总生存率和治疗模式之间的关系,为ICI的引入提供了新的视角。材料和方法:本回顾性队列研究从日本全国数据库中确定2015年1月至2023年1月期间新诊断为SCLC的患者,这些患者接受依托泊苷一线治疗。患者分为ICI组和常规化疗组。总生存率评估采用Cox比例风险模型加权逆倾向评分。使用桑基图将治疗模式可视化。结果:4537例患者中,2433例接受常规化疗,2104例接受ICI治疗。ICI治疗的死亡率风险比为0.892 (95% CI, 0.797-0.998)。不到一半的患者接受了ICI治疗作为一线治疗。老年患者倾向于接受常规化疗。结论:与常规化疗相比,ICI治疗可提高ES-SCLC患者的总生存率。然而,ICI治疗的临床实施被推迟,特别是在老年患者中。
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引用次数: 0
A growing threat: addressing the rise of early-onset colorectal cancer. 日益严重的威胁:应对早发性结直肠癌的上升。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-02-05 DOI: 10.1080/14796694.2026.2626342
Ilektra Kyrochristou, Georgios D Lianos, Gerasimia Kyrochristou, Dimitrios Schizas, Michail Mitsis, Konstantinos Vlachos
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引用次数: 0
Consumer acceptability of a cancer registry-driven familial cancer testing pathway: a qualitative study using the Theoretical Framework of Acceptability. 消费者对癌症登记驱动的家族性癌症检测途径的可接受性:使用可接受性理论框架的定性研究。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-02-07 DOI: 10.1080/14796694.2026.2621128
Zoe Fehlberg, Sue M Evans, Maria Bechelli, Sanne Peters, Anu Abraham, Michael Bogwitz, Ainsley Campbell, Halianna Van Niel, Alison H Trainer, Stephanie Best

Background: Familial cancer test referral rates for rare tumors are suboptimal and follow a social gradient; while cancer registries are legally mandated to collect comprehensive clinical pathological data which could be used to inform clinical practice. We aimed to investigate consumer acceptability of and preferred approach for a cancer registry-driven familial cancer testing notification pathway.

Methods: A qualitative study using semi-structured interviews informed by the Theoretical Framework of Acceptability was conducted.

Results: Nineteen individuals recently disclosed to the Victorian Cancer Registry diagnosed with a cancer meeting local familial cancer testing criteria were interviewed. Participants supported being notified directly by the cancer registry to inform them about familial cancer testing, as they welcomed using existing health data in new ways to optimize health care. Key considerations included the timing, tone, language, information provided in the registry communication, and minimizing the onus on the patient. Assuring data security and verifying the legitimacy of the registry were raised.

Conclusion: Individuals diagnosed with cancer found the service model acceptable. Participants preferred either to action the findings independently, with supporting resources, or permit the cancer registry to directly inform treating clinicians. Ongoing and consumer-informed work is required to develop processes and resources including digital options.

背景:罕见肿瘤的家族性癌症检查转诊率是次优的,并遵循社会梯度;而癌症登记是法律授权收集全面的临床病理数据,可用于通知临床实践。我们的目的是调查消费者对癌症登记驱动的家族癌症检测通知途径的可接受性和首选方法。方法:采用可接受性理论框架下的半结构化访谈进行定性研究。结果:采访了19位最近向维多利亚癌症登记处披露的符合当地家族癌症检测标准的癌症患者。与会者支持由癌症登记处直接通知他们关于家族癌症检测的情况,因为他们欢迎以新的方式使用现有的健康数据来优化医疗保健。关键的考虑因素包括时间、语气、语言、注册沟通中提供的信息,以及尽量减少患者的负担。提出了确保数据安全和验证注册中心合法性的问题。结论:癌症患者认为该服务模式是可接受的。参与者更倾向于在有支持资源的情况下独立地对研究结果采取行动,或者允许癌症登记处直接通知治疗临床医生。需要持续开展了解消费者情况的工作,以开发包括数字选项在内的流程和资源。
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引用次数: 0
Prognostic value of the glucose-to-lymphocyte ratio in surgically treated endometrial cancer: a retrospective cohort study. 手术治疗的子宫内膜癌中葡萄糖与淋巴细胞比值的预后价值:一项回顾性队列研究。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-28 DOI: 10.1080/14796694.2026.2622299
Furkan Ceylan, Serhat Sekmek, Ateş Kutay Tenekeci, Safa Can Efil, Sena Kaya Ceylan, Efnan Algın, M Bülent Akıncı, Fahriye Tuba Köş, Didem Şener Dede, Burak Civelek, Mehmet Ali Nahit Şendur, Bülent Yalçın

Background: The glucose-to-lymphocyte ratio (GLR) has recently gained attention as a composite biomarker reflecting systemic inflammation and metabolic dysregulation. While its prognostic value has been reported in various malignancies, its clinical utility in endometrial cancer remains unknown. This study aimed to evaluate the prognostic relevance of GLR in surgically treated patients with endometrial cancer.

Methods: We retrospectively analyzed 165 patients who underwent total abdominal hysterectomy for endometrial cancer between January 2021 and January 2025. GLR was calculated by dividing fasting glucose levels by absolute lymphocyte count. Patients were classified into GLR-high and GLR-low groups using the median value (3.70). Disease-free survival (DFS) and overall survival (OS) were compared using Kaplan - Meier curves and Cox regression analysis.

Results: The median follow-up was 17.4 months. High GLR was independently associated with shorter DFS (HR: 2.05; 95% CI: 1.08-3.89; p = 0.029). A trend toward shorter OS was also noted (HR: 2.29; p = 0.056). Additional factors linked to poorer survival included absence of adjuvant radiotherapy, high tumor grade, and advanced stage.

Conclusion: GLR is an independent prognostic factor for DFS in endometrial cancer and may serve as a readily available, cost-effective biomarker. Further prospective studies are needed for validation.

背景:葡萄糖与淋巴细胞比率(GLR)作为反映全身炎症和代谢失调的复合生物标志物最近受到关注。虽然其在各种恶性肿瘤中的预后价值已被报道,但其在子宫内膜癌中的临床应用仍不清楚。本研究旨在评估手术治疗的子宫内膜癌患者GLR的预后相关性。方法:我们回顾性分析了165例在2021年1月至2025年1月期间因子宫内膜癌接受全腹子宫切除术的患者。GLR通过空腹血糖水平除以绝对淋巴细胞计数计算。采用中位数(3.70)将患者分为glr高组和glr低组。采用Kaplan - Meier曲线和Cox回归分析比较无病生存期(DFS)和总生存期(OS)。结果:中位随访时间为17.4个月。高GLR与较短的DFS独立相关(HR: 2.05; 95% CI: 1.08-3.89; p = 0.029)。OS也有缩短的趋势(HR: 2.29; p = 0.056)。与较差生存率相关的其他因素包括缺乏辅助放疗、肿瘤分级高和晚期。结论:GLR是子宫内膜癌DFS的独立预后因素,可能是一种现成的、具有成本效益的生物标志物。需要进一步的前瞻性研究来验证。
{"title":"Prognostic value of the glucose-to-lymphocyte ratio in surgically treated endometrial cancer: a retrospective cohort study.","authors":"Furkan Ceylan, Serhat Sekmek, Ateş Kutay Tenekeci, Safa Can Efil, Sena Kaya Ceylan, Efnan Algın, M Bülent Akıncı, Fahriye Tuba Köş, Didem Şener Dede, Burak Civelek, Mehmet Ali Nahit Şendur, Bülent Yalçın","doi":"10.1080/14796694.2026.2622299","DOIUrl":"https://doi.org/10.1080/14796694.2026.2622299","url":null,"abstract":"<p><strong>Background: </strong>The glucose-to-lymphocyte ratio (GLR) has recently gained attention as a composite biomarker reflecting systemic inflammation and metabolic dysregulation. While its prognostic value has been reported in various malignancies, its clinical utility in endometrial cancer remains unknown. This study aimed to evaluate the prognostic relevance of GLR in surgically treated patients with endometrial cancer.</p><p><strong>Methods: </strong>We retrospectively analyzed 165 patients who underwent total abdominal hysterectomy for endometrial cancer between January 2021 and January 2025. GLR was calculated by dividing fasting glucose levels by absolute lymphocyte count. Patients were classified into GLR-high and GLR-low groups using the median value (3.70). Disease-free survival (DFS) and overall survival (OS) were compared using Kaplan - Meier curves and Cox regression analysis.</p><p><strong>Results: </strong>The median follow-up was 17.4 months. High GLR was independently associated with shorter DFS (HR: 2.05; 95% CI: 1.08-3.89; <i>p</i> = 0.029). A trend toward shorter OS was also noted (HR: 2.29; <i>p</i> = 0.056). Additional factors linked to poorer survival included absence of adjuvant radiotherapy, high tumor grade, and advanced stage.</p><p><strong>Conclusion: </strong>GLR is an independent prognostic factor for DFS in endometrial cancer and may serve as a readily available, cost-effective biomarker. Further prospective studies are needed for validation.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":"22 4","pages":"445-453"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A plain language summary of how the body processes a lower-dose nilotinib tablet (Danziten™) compared to the existing capsule (Tasigna®). 与现有的胶囊(Tasigna®)相比,较低剂量的尼罗替尼片(Danziten™)是如何被人体处理的。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-02-06 DOI: 10.1080/14796694.2026.2613140
Michael Mauro, Jerald Radich, Dan Douer
{"title":"A plain language summary of how the body processes a lower-dose nilotinib tablet (Danziten™) compared to the existing capsule (Tasigna®).","authors":"Michael Mauro, Jerald Radich, Dan Douer","doi":"10.1080/14796694.2026.2613140","DOIUrl":"10.1080/14796694.2026.2613140","url":null,"abstract":"","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"417-426"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146124720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Safety and efficacy of preoperative chemotherapy for obstructive colon cancer with endoscopic stenting: SUCCEED study. 梗阻性结肠癌内镜支架置入术术前化疗的安全性和有效性:成功的研究。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-04 DOI: 10.1080/14796694.2025.2610466
Ryosuke Mizuno, Rei Mizuno, Ryosuke Okamura, Ryo Takahashi, Daisuke Ito, Satoshi Nagayama, Tomoaki Okada, Kenjiro Hirai, Takehito Yamamoto, Kenji Kawada, Nobu Oshima, Teppei Murakami, Takamasa Yamamoto, Ben Sasaki, Ryo Matsusue, Yoshinori Hirasaki, Keita Hanada, Kentaro Ueno, Yuki Nakanishi, Junichi Matsubara, Nobuaki Hoshino, Yoshiro Itatani, Koya Hida, Kazutaka Obama

Aims: Self-expanding metal stents (SEMS) are widely used as a bridge to surgery in obstructive colon cancer, offering short-term benefits by reducing postoperative complications and avoiding emergency stoma creation. Additionally, early initiation of systemic chemotherapy may improve oncological outcomes. However, the safety and feasibility of preoperative chemotherapy following SEMS placement remain unclear. This study aims to evaluate the safety and efficacy of neoadjuvant CAPOX chemotherapy after SEMS placement in patients with obstructive colon cancer.

Patients & methods: This is a prospective, multicenter, single-arm Phase II trial involving patients with clinical stage II or III obstructive colon cancer. Eligible patients undergo successful SEMS placement followed by two cycles of CAPOX chemotherapy prior to elective surgery. The primary endpoint is the incidence of severe perioperative complications, defined as a composite of stent-related adverse events and Clavien - Dindo Grade III or higher postoperative complications. Secondary endpoints include chemotherapy-related adverse events, pathological response, and 2-year relapse-free survival. A total of 75 patients are planned for enrollment across 16 hospitals in Japan over 1.5 years. The study is registered in the Japan Registry of Clinical Trials (jRCTs051240077).

目的:自膨胀金属支架(SEMS)被广泛应用于梗阻性结肠癌的手术,通过减少术后并发症和避免紧急造口提供短期效益。此外,早期开始全身化疗可能改善肿瘤预后。然而,SEMS放置后术前化疗的安全性和可行性尚不清楚。本研究旨在评价梗阻性结肠癌患者SEMS放置后新辅助CAPOX化疗的安全性和有效性。患者和方法:这是一项前瞻性、多中心、单臂II期试验,涉及临床II期或III期梗阻性结肠癌患者。符合条件的患者在择期手术前接受成功的SEMS安置和两个周期的CAPOX化疗。主要终点是严重围手术期并发症的发生率,定义为支架相关不良事件和Clavien - Dindo III级或更高级别术后并发症的综合。次要终点包括化疗相关不良事件、病理反应和2年无复发生存期。日本16家医院计划在1.5年内共招募75名患者。该研究已在日本临床试验注册中心注册(jRCTs051240077)。
{"title":"Safety and efficacy of preoperative chemotherapy for obstructive colon cancer with endoscopic stenting: SUCCEED study.","authors":"Ryosuke Mizuno, Rei Mizuno, Ryosuke Okamura, Ryo Takahashi, Daisuke Ito, Satoshi Nagayama, Tomoaki Okada, Kenjiro Hirai, Takehito Yamamoto, Kenji Kawada, Nobu Oshima, Teppei Murakami, Takamasa Yamamoto, Ben Sasaki, Ryo Matsusue, Yoshinori Hirasaki, Keita Hanada, Kentaro Ueno, Yuki Nakanishi, Junichi Matsubara, Nobuaki Hoshino, Yoshiro Itatani, Koya Hida, Kazutaka Obama","doi":"10.1080/14796694.2025.2610466","DOIUrl":"10.1080/14796694.2025.2610466","url":null,"abstract":"<p><strong>Aims: </strong>Self-expanding metal stents (SEMS) are widely used as a bridge to surgery in obstructive colon cancer, offering short-term benefits by reducing postoperative complications and avoiding emergency stoma creation. Additionally, early initiation of systemic chemotherapy may improve oncological outcomes. However, the safety and feasibility of preoperative chemotherapy following SEMS placement remain unclear. This study aims to evaluate the safety and efficacy of neoadjuvant CAPOX chemotherapy after SEMS placement in patients with obstructive colon cancer.</p><p><strong>Patients & methods: </strong>This is a prospective, multicenter, single-arm Phase II trial involving patients with clinical stage II or III obstructive colon cancer. Eligible patients undergo successful SEMS placement followed by two cycles of CAPOX chemotherapy prior to elective surgery. The primary endpoint is the incidence of severe perioperative complications, defined as a composite of stent-related adverse events and Clavien - Dindo Grade III or higher postoperative complications. Secondary endpoints include chemotherapy-related adverse events, pathological response, and 2-year relapse-free survival. A total of 75 patients are planned for enrollment across 16 hospitals in Japan over 1.5 years. The study is registered in the Japan Registry of Clinical Trials (jRCTs051240077).</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"299-304"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867388/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Machine learning-based prediction of central lymph node metastasis in unifocal papillary thyroid microcarcinoma. 基于机器学习的单灶性甲状腺乳头状微癌中央淋巴结转移预测。
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-22 DOI: 10.1080/14796694.2026.2619126
Xi Dai, Xiaoyu Zhou, Yating Ruan, Zhiping Wang, Piaofei Chen, Di Wang

Objective: This study aims to develop a machine learning (ML) model to predict the risk of central lymph node metastasis (CLNM) in patients with papillary thyroid microcarcinoma (PTMC) using a combination of clinical and ultrasound features.

Methods: Multiple ML models were integrated, with least absolute shrinkage and selection operator regression applied for feature selection and a LightGBM model optimized for prediction. Clinical and ultrasound features were used to construct the predictive model.

Results: The model demonstrated high predictive accuracy in the validation cohort, with an area under the curve of 0.87. Key features associated with CLNM risk included tumor size, extrathyroidal extension and vascularization.

Conclusions: The ML model showed strong potential for predicting CLNM in PTMC, and interpretability analysis enhanced model transparency. These findings provide valuable support for personalized treatment strategies in clinical practice.

目的:本研究旨在建立机器学习(ML)模型,结合临床和超声特征预测甲状腺乳头状微癌(PTMC)患者中央淋巴结转移(CLNM)的风险。方法:对多个ML模型进行整合,采用最小绝对收缩和选择算子回归进行特征选择,优化LightGBM模型进行预测。结合临床和超声特征构建预测模型。结果:该模型在验证队列中具有较高的预测准确度,曲线下面积为0.87。与CLNM风险相关的关键特征包括肿瘤大小、甲状腺外扩张和血管形成。结论:ML模型在预测PTMC的CLNM方面具有很强的潜力,可解释性分析提高了模型的透明度。这些发现为临床实践中的个性化治疗策略提供了有价值的支持。
{"title":"Machine learning-based prediction of central lymph node metastasis in unifocal papillary thyroid microcarcinoma.","authors":"Xi Dai, Xiaoyu Zhou, Yating Ruan, Zhiping Wang, Piaofei Chen, Di Wang","doi":"10.1080/14796694.2026.2619126","DOIUrl":"10.1080/14796694.2026.2619126","url":null,"abstract":"<p><strong>Objective: </strong>This study aims to develop a machine learning (ML) model to predict the risk of central lymph node metastasis (CLNM) in patients with papillary thyroid microcarcinoma (PTMC) using a combination of clinical and ultrasound features.</p><p><strong>Methods: </strong>Multiple ML models were integrated, with least absolute shrinkage and selection operator regression applied for feature selection and a LightGBM model optimized for prediction. Clinical and ultrasound features were used to construct the predictive model.</p><p><strong>Results: </strong>The model demonstrated high predictive accuracy in the validation cohort, with an area under the curve of 0.87. Key features associated with CLNM risk included tumor size, extrathyroidal extension and vascularization.</p><p><strong>Conclusions: </strong>The ML model showed strong potential for predicting CLNM in PTMC, and interpretability analysis enhanced model transparency. These findings provide valuable support for personalized treatment strategies in clinical practice.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"371-382"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867363/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Clinical response of immunotherapy targeting programmed cell death receptor 1/programmed cell death ligand 1 in advanced signet-ring-cell gastric cancer. 靶向程序性细胞死亡受体1/程序性细胞死亡配体1免疫治疗晚期印戒细胞胃癌的临床疗效
IF 2.6 4区 医学 Q2 ONCOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-04 DOI: 10.1080/14796694.2025.2612083
Jie Liang, Xinhua Chen, Huayuan Liang, Liying Zhao, Jiang Yu

Background: The clinical benefit of PD-1/PD-L1-based immunotherapy in gastric signet ring cell carcinoma (GSRCC) remains unclear. This study evaluated the efficacy of first-line immunotherapy in advanced GSRCC.

Methods: This single-center retrospective cohort study assessed the clinical response of patients with advanced GC diagnosed from November 2019 to January 2025 after receiving first-line immunotherapy combined with chemotherapy and/or target therapy, concurrently comparing therapeutic outcomes in GSRCC and non-GSRCC cohorts.

Results: This study included 230 patients, with objective response rate (ORR) achieving 43.9%. Among the 150 non-GSRCC patients, the ORR was 50.7%, compared to 31.3% in the 80 GSRCC patients. Non-GSRCC patients had longer median progression-free survival (PFS: 10.0 vs 7.9 months; p = 0.002) and overall survival (OS: 17.4 vs 15.3 months; p = 0.039). Peritoneal metastasis was independently associated with rapid progression and poor survival (HR 2.63, 95% CI 1.52-5.53; p = 0.001). Among GSRCC patients, those with peritoneal metastasis had significantly shorter PFS (6.6 vs 13.6 months; p < 0.001) and OS (11.0 vs 19.4 months; p = 0.001).

Conclusions: The findings suggest that GSRCC is associated with resistance to immunotherapy in advanced GC. Furthermore, peritoneal metastasis is significantly associated with poor prognosis in GSRCC patients.

背景:PD-1/ pd - l1免疫治疗胃印戒细胞癌(GSRCC)的临床获益尚不清楚。本研究评估了一线免疫治疗对晚期GSRCC的疗效。方法:本单中心回顾性队列研究评估2019年11月至2025年1月诊断为晚期胃癌的患者在接受一线免疫治疗联合化疗和/或靶向治疗后的临床反应,同时比较GSRCC和非GSRCC队列的治疗结果。结果:本研究纳入230例患者,客观缓解率(ORR)达到43.9%。在150例非GSRCC患者中,ORR为50.7%,而80例GSRCC患者的ORR为31.3%。非gsrcc患者的中位无进展生存期(PFS: 10.0 vs 7.9个月;p = 0.002)和总生存期(OS: 17.4 vs 15.3个月;p = 0.039)更长。腹膜转移与快速进展和较差的生存率独立相关(HR 2.63, 95% CI 1.52-5.53; p = 0.001)。在GSRCC患者中,伴有腹膜转移的患者PFS显著缩短(6.6个月vs 13.6个月;p p = 0.001)。结论:研究结果提示GSRCC与晚期胃癌免疫治疗耐药相关。此外,腹膜转移与GSRCC患者预后不良显著相关。
{"title":"Clinical response of immunotherapy targeting programmed cell death receptor 1/programmed cell death ligand 1 in advanced signet-ring-cell gastric cancer.","authors":"Jie Liang, Xinhua Chen, Huayuan Liang, Liying Zhao, Jiang Yu","doi":"10.1080/14796694.2025.2612083","DOIUrl":"10.1080/14796694.2025.2612083","url":null,"abstract":"<p><strong>Background: </strong>The clinical benefit of PD-1/PD-L1-based immunotherapy in gastric signet ring cell carcinoma (GSRCC) remains unclear. This study evaluated the efficacy of first-line immunotherapy in advanced GSRCC.</p><p><strong>Methods: </strong>This single-center retrospective cohort study assessed the clinical response of patients with advanced GC diagnosed from November 2019 to January 2025 after receiving first-line immunotherapy combined with chemotherapy and/or target therapy, concurrently comparing therapeutic outcomes in GSRCC and non-GSRCC cohorts.</p><p><strong>Results: </strong>This study included 230 patients, with objective response rate (ORR) achieving 43.9%. Among the 150 non-GSRCC patients, the ORR was 50.7%, compared to 31.3% in the 80 GSRCC patients. Non-GSRCC patients had longer median progression-free survival (PFS: 10.0 vs 7.9 months; <i>p</i> = 0.002) and overall survival (OS: 17.4 vs 15.3 months; <i>p</i> = 0.039). Peritoneal metastasis was independently associated with rapid progression and poor survival (HR 2.63, 95% CI 1.52-5.53; <i>p</i> = 0.001). Among GSRCC patients, those with peritoneal metastasis had significantly shorter PFS (6.6 vs 13.6 months; <i>p</i> < 0.001) and OS (11.0 vs 19.4 months; <i>p</i> = 0.001).</p><p><strong>Conclusions: </strong>The findings suggest that GSRCC is associated with resistance to immunotherapy in advanced GC. Furthermore, peritoneal metastasis is significantly associated with poor prognosis in GSRCC patients.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"327-337"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867352/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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Future oncology
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