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.
{"title":"Evaluation of surgical treatment outcomes and development of a prognostic model for patients with small cell lung cancer.","authors":"Penghu Gao, Hongbing Zhang, Jinghao Liu, Minghui Liu, Zihe Zhang, Xin Li, Sen Wei, Yongwen Li, Honglin Zhao, Hongyu Liu, Jun Chen","doi":"10.1080/14796694.2026.2628109","DOIUrl":"https://doi.org/10.1080/14796694.2026.2628109","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149576","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}
Pub Date : 2026-02-01Epub Date: 2026-01-06DOI: 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.
{"title":"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.","authors":"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","doi":"10.1080/14796694.2025.2610468","DOIUrl":"10.1080/14796694.2025.2610468","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"305-312"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12867436/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911259","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}
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.
{"title":"Impact of immunotherapy on survival and treatment patterns of patients with extensive-stage small cell lung cancer: a study using a Japanese nationwide database.","authors":"Yasutaka Ihara, Shoichiro Yamamoto, Megumi Mizutani, Naoto Okada, Yuki Shimomura, Naoyuki Nogami","doi":"10.1080/14796694.2026.2623038","DOIUrl":"10.1080/14796694.2026.2623038","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Materials & methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"455-465"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146085517","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}
Pub Date : 2026-02-01Epub Date: 2026-02-07DOI: 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.
{"title":"Consumer acceptability of a cancer registry-driven familial cancer testing pathway: a qualitative study using the Theoretical Framework of Acceptability.","authors":"Zoe Fehlberg, Sue M Evans, Maria Bechelli, Sanne Peters, Anu Abraham, Michael Bogwitz, Ainsley Campbell, Halianna Van Niel, Alison H Trainer, Stephanie Best","doi":"10.1080/14796694.2026.2621128","DOIUrl":"10.1080/14796694.2026.2621128","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>A qualitative study using semi-structured interviews informed by the Theoretical Framework of Acceptability was conducted.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":12672,"journal":{"name":"Future oncology","volume":" ","pages":"435-443"},"PeriodicalIF":2.6,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131525","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}
Pub Date : 2026-02-01Epub Date: 2026-01-28DOI: 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}
Pub Date : 2026-02-01Epub Date: 2026-02-06DOI: 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}
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).
{"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}
Pub Date : 2026-02-01Epub Date: 2026-01-22DOI: 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.
{"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}
Pub Date : 2026-02-01Epub Date: 2026-01-04DOI: 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}