Pub Date : 2026-02-16eCollection Date: 2026-01-01DOI: 10.1177/17588359261423877
Prashanth Moku, Raghav Sundar
{"title":"Illustrating a multidimensional roadmap using biomarkers and therapeutics to reshape outcomes in gastroesophageal cancer.","authors":"Prashanth Moku, Raghav Sundar","doi":"10.1177/17588359261423877","DOIUrl":"https://doi.org/10.1177/17588359261423877","url":null,"abstract":"","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261423877"},"PeriodicalIF":4.2,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12909746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146221234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The current standard-of-care chemotherapy for treatment-naïve epithelial ovarian cancer is paclitaxel plus carboplatin.
Objectives: To compare the efficacy and safety of pegylated liposomal doxorubicin (PLD) plus carboplatin versus paclitaxel plus carboplatin as first-line treatment in patients with epithelial ovarian cancer.
Design: This was an investigator-initiated, multicenter, open-label, randomized, noninferiority trial.
Methods: This trial with a prespecified noninferiority margin (HR0) of 1.2, was conducted in 20 clinic centers in China. Eligible patients were randomly assigned in a 1:1 ratio to receive either PLD (30 mg/m2 on day 1) plus carboplatin (area under the curve (AUC) 5 on day 1; experimental group) or paclitaxel (175 mg/m2 on day 1) plus carboplatin (AUC 5 on day 1; control group) for up to six cycles. The primary endpoint was progression-free survival (PFS). The key secondary endpoints included overall survival (OS), objective response rate (ORR), disease control rate (DCR), and safety.
Results: Between March 21, 2019, and December 8, 2021, 395 eligible patients were enrolled, of whom 195 were randomly assigned to receive PLD-carboplatin and 196 received paclitaxel-carboplatin. Median PFS was 35.3 months (95% confidence interval (CI), 23.7-46.9) in the experimental group and 35.0 months (95% CI, 26.9-43.1) in the control group (hazard ratio = 0.99, 95% CI, 0.73-1.35; p = 0.94). There were no statistically significant differences between the two groups in median ORR (80.5% vs 79.2%), DCR (90.2% vs 83.3%), 2-year OS rate (96.2% vs 92.4%), or 4-year OS rate (87.6% vs 82.4%; all p > 0.05). In the experimental and control groups, 165 (84.6%) and 169 (86.2%) patients experienced at least one adverse event (AEs). Alopecia (9.2% vs 28.1%, p < 0.001), peripheral sensory neuropathy (2.1% vs 17.9%, p < 0.001), and febrile neutropenia (1.0% vs 6.1%, p = 0.01) were less common in the PLD-carboplatin group compared to the paclitaxel-carboplatin group.
Conclusion: The superior tolerability and comparable efficacy of PLD plus carboplatin over paclitaxel plus carboplatin as a first-line treatment for epithelial ovarian cancer suggest that substituting paclitaxel with PLD is both feasible and potentially more beneficial.
Trial registration: This trial is registered with ClinicalTrials.gov, NCT03794778.
背景:目前treatment-naïve上皮性卵巢癌的标准化疗方案是紫杉醇加卡铂。目的:比较聚乙二醇化脂质体阿霉素加卡铂与紫杉醇加卡铂作为一线治疗上皮性卵巢癌患者的疗效和安全性。设计:这是一项研究者发起、多中心、开放标签、随机、非劣效性试验。方法:该试验在中国20个临床中心进行,预定的非劣效性裕度(HR0)为1.2。符合条件的患者以1:1的比例随机分配,接受PLD(第1天30 mg/m2)加卡铂(第1天曲线下面积(AUC) 5;试验组)或紫杉醇(175 mg/m2,第1天)加卡铂(AUC 5,第1天;对照组),最多6个周期。主要终点为无进展生存期(PFS)。关键次要终点包括总生存期(OS)、客观缓解率(ORR)、疾病控制率(DCR)和安全性。结果:在2019年3月21日至2021年12月8日期间,纳入了395名符合条件的患者,其中195名随机分配接受pld -卡铂治疗,196名接受紫杉醇-卡铂治疗。实验组的中位PFS为35.3个月(95%可信区间(CI), 23.7 ~ 46.9),对照组的中位PFS为35.0个月(95% CI, 26.9 ~ 43.1)(风险比= 0.99,95% CI, 0.73 ~ 1.35; p = 0.94)。两组患者的中位ORR (80.5% vs 79.2%)、DCR (90.2% vs 83.3%)、2年OS率(96.2% vs 92.4%)、4年OS率(87.6% vs 82.4%, p < 0.05)差异均无统计学意义。在实验组和对照组中,165例(84.6%)和169例(86.2%)患者经历了至少一次不良事件(ae)。与紫杉醇-卡铂组相比,pld -卡铂组脱发发生率较低(9.2% vs 28.1%, p p p = 0.01)。结论:作为上皮性卵巢癌的一线治疗,PLD +卡铂优于紫杉醇+卡铂的耐受性和相当的疗效表明,用PLD替代紫杉醇是可行的,并且可能更有益。试验注册:该试验已在ClinicalTrials.gov注册,编号NCT03794778。
{"title":"Pegylated liposomal doxorubicin plus carboplatin versus paclitaxel plus carboplatin as first-line therapy for epithelial ovarian cancer (CGCS-04): a multicenter, randomized clinical trial.","authors":"Yuanming Shen, Nalan Tu, Beihua Kong, Bairong Xia, Yonghui Zou, Rutie Yin, Qingshui Li, Ying Yue, Shan Kang, Ke Wang, Liping He, Shixuan Wang, Yuanguang Meng, Pengpeng Qu, Xianghua Huang, Ruixia Guo, Ping Yan, Mei Pan, Wenjun Cheng, Ge Lou, Zehua Wang","doi":"10.1177/17588359261420402","DOIUrl":"https://doi.org/10.1177/17588359261420402","url":null,"abstract":"<p><strong>Background: </strong>The current standard-of-care chemotherapy for treatment-naïve epithelial ovarian cancer is paclitaxel plus carboplatin.</p><p><strong>Objectives: </strong>To compare the efficacy and safety of pegylated liposomal doxorubicin (PLD) plus carboplatin versus paclitaxel plus carboplatin as first-line treatment in patients with epithelial ovarian cancer.</p><p><strong>Design: </strong>This was an investigator-initiated, multicenter, open-label, randomized, noninferiority trial.</p><p><strong>Methods: </strong>This trial with a prespecified noninferiority margin (HR<sub>0</sub>) of 1.2, was conducted in 20 clinic centers in China. Eligible patients were randomly assigned in a 1:1 ratio to receive either PLD (30 mg/m<sup>2</sup> on day 1) plus carboplatin (area under the curve (AUC) 5 on day 1; experimental group) or paclitaxel (175 mg/m<sup>2</sup> on day 1) plus carboplatin (AUC 5 on day 1; control group) for up to six cycles. The primary endpoint was progression-free survival (PFS). The key secondary endpoints included overall survival (OS), objective response rate (ORR), disease control rate (DCR), and safety.</p><p><strong>Results: </strong>Between March 21, 2019, and December 8, 2021, 395 eligible patients were enrolled, of whom 195 were randomly assigned to receive PLD-carboplatin and 196 received paclitaxel-carboplatin. Median PFS was 35.3 months (95% confidence interval (CI), 23.7-46.9) in the experimental group and 35.0 months (95% CI, 26.9-43.1) in the control group (hazard ratio = 0.99, 95% CI, 0.73-1.35; <i>p</i> = 0.94). There were no statistically significant differences between the two groups in median ORR (80.5% vs 79.2%), DCR (90.2% vs 83.3%), 2-year OS rate (96.2% vs 92.4%), or 4-year OS rate (87.6% vs 82.4%; all <i>p</i> > 0.05). In the experimental and control groups, 165 (84.6%) and 169 (86.2%) patients experienced at least one adverse event (AEs). Alopecia (9.2% vs 28.1%, <i>p</i> < 0.001), peripheral sensory neuropathy (2.1% vs 17.9%, <i>p</i> < 0.001), and febrile neutropenia (1.0% vs 6.1%, <i>p</i> = 0.01) were less common in the PLD-carboplatin group compared to the paclitaxel-carboplatin group.</p><p><strong>Conclusion: </strong>The superior tolerability and comparable efficacy of PLD plus carboplatin over paclitaxel plus carboplatin as a first-line treatment for epithelial ovarian cancer suggest that substituting paclitaxel with PLD is both feasible and potentially more beneficial.</p><p><strong>Trial registration: </strong>This trial is registered with ClinicalTrials.gov, NCT03794778.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261420402"},"PeriodicalIF":4.2,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12909766/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146221253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-15eCollection Date: 2026-01-01DOI: 10.1177/17588359261417635
Andrew G Kuang, Malek Shatila, Jay S Shah, Nitish Mittal, Sidra Naz, Ugochi Ebinama, Swaminathan P Iyer, Paolo Strati, Mehnaz A Shafi, Anusha S Thomas, Hao Chi Zhang, Yinghong Wang
Background: Brentuximab vedotin (BV) and polatuzumab vedotin (PV), CD30-specific and CD79b-specific monoclonal antibody conjugates, respectively, are used in the treatment of hematologic cancers. Both have been observed to cause gastrointestinal adverse events (GI AEs).
Objectives: We aimed to assess the clinical characteristics, disease course, treatment, and outcomes of patients who developed GI AEs following treatment with BV or PV.
Design: We retrospectively identified 879 adult cancer patients who received BV or PV therapy between March 1, 2016, and March 31, 2023, at our tertiary cancer center. Patients with alternate diagnoses were excluded.
Methods: Clinical characteristics, management, and outcomes of GI AEs were retrospectively evaluated and statistically analyzed.
Results: Sixty-four patients were included, and the median duration from therapy initiation to GI AE onset was 37 days. GI AEs occurred in the lower gastrointestinal tract (78%), upper gastrointestinal tract (45%), hepatobiliary system (11%), and pancreatic system (4.3%). Common symptoms were diarrhea (77%), nausea (61%), and abdominal pain (52%). Some patients had Common Terminology Criteria for Adverse Events grade ⩾3 toxicity (19% with diarrhea and 2.7% with colitis symptoms). Most patients (81%) received supportive care alone, and three received corticosteroids. Most patients (93%) achieved symptom resolution following treatment. Symptoms recurred in 37% of patients, and 41% of patients stopped BV/PV therapy due to GI AE.
Conclusion: GI AEs following the use of targeted antibody-drug conjugates can involve various gastrointestinal systems. In our patient cohort who received BV or PV, GI AEs were typically low grade and managed with supportive care or corticosteroids. Nonetheless, some patients experienced high-grade AEs or symptom recurrence and stopped BV/PV therapy. Future studies may provide clarification and guide clinical practice.
{"title":"Gastrointestinal adverse events following brentuximab vedotin and polatuzumab vedotin therapy.","authors":"Andrew G Kuang, Malek Shatila, Jay S Shah, Nitish Mittal, Sidra Naz, Ugochi Ebinama, Swaminathan P Iyer, Paolo Strati, Mehnaz A Shafi, Anusha S Thomas, Hao Chi Zhang, Yinghong Wang","doi":"10.1177/17588359261417635","DOIUrl":"https://doi.org/10.1177/17588359261417635","url":null,"abstract":"<p><strong>Background: </strong>Brentuximab vedotin (BV) and polatuzumab vedotin (PV), CD30-specific and CD79b-specific monoclonal antibody conjugates, respectively, are used in the treatment of hematologic cancers. Both have been observed to cause gastrointestinal adverse events (GI AEs).</p><p><strong>Objectives: </strong>We aimed to assess the clinical characteristics, disease course, treatment, and outcomes of patients who developed GI AEs following treatment with BV or PV.</p><p><strong>Design: </strong>We retrospectively identified 879 adult cancer patients who received BV or PV therapy between March 1, 2016, and March 31, 2023, at our tertiary cancer center. Patients with alternate diagnoses were excluded.</p><p><strong>Methods: </strong>Clinical characteristics, management, and outcomes of GI AEs were retrospectively evaluated and statistically analyzed.</p><p><strong>Results: </strong>Sixty-four patients were included, and the median duration from therapy initiation to GI AE onset was 37 days. GI AEs occurred in the lower gastrointestinal tract (78%), upper gastrointestinal tract (45%), hepatobiliary system (11%), and pancreatic system (4.3%). Common symptoms were diarrhea (77%), nausea (61%), and abdominal pain (52%). Some patients had Common Terminology Criteria for Adverse Events grade ⩾3 toxicity (19% with diarrhea and 2.7% with colitis symptoms). Most patients (81%) received supportive care alone, and three received corticosteroids. Most patients (93%) achieved symptom resolution following treatment. Symptoms recurred in 37% of patients, and 41% of patients stopped BV/PV therapy due to GI AE.</p><p><strong>Conclusion: </strong>GI AEs following the use of targeted antibody-drug conjugates can involve various gastrointestinal systems. In our patient cohort who received BV or PV, GI AEs were typically low grade and managed with supportive care or corticosteroids. Nonetheless, some patients experienced high-grade AEs or symptom recurrence and stopped BV/PV therapy. Future studies may provide clarification and guide clinical practice.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261417635"},"PeriodicalIF":4.2,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12907483/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146214246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Monocarboxylate transporters (MCTs) facilitate lactate transfer and support cancer cell survival and metastasis. MCT1 and MCT4 expression has been associated with poor prognosis and resistance to therapy with tyrosine kinase inhibitors.
Objectives: This pilot study examined the relevance of MCT1 and MCT4 expression in circulating tumour cells (CTCs) isolated from non-small cell lung cancer (NSCLC) patients during osimertinib treatment through single-cell analysis.
Design: Fifty-three NSCLC patients were enrolled at three different time points: baseline (n = 53), post-first cycle (n = 20) and progressive disease (PD; n = 21), to evaluate MCT1 and MCT4 expression in patients' samples.
Methods: CTCs were isolated with the ISET platform. MCT1/MCT4 expression was assessed using immunofluorescence triple staining experiments and confocal laser scanning microscopy.
Results: CTCs were detected in 75% (40/53), 40% (8/20) and 29% (6/21) of patients at baseline, post-first cycle and PD, respectively. Among cytokeratin (CK)-positive patients, MCT1 was overexpressed at all time points in a significant percentage: 67% (18/27) at baseline, 57% (4/7) at post-first cycle and 50% (2/4) at PD. Similarly, MCT4 was overexpressed in 55% (16/29), 50% (2/4) and 60% (3/5) of cases, respectively. Statistical analysis revealed that the (CK+MCT1-CD45-) phenotype was associated with worse progression-free survival [PFS; log rank, p = 0.041, hazard ratio (HR) = 1.971] and overall survival (log rank, p = 0.028; HR = 2.288) of the patients. Conversely, the presence of ⩾3 MCT4+ CTCs was correlated with poorer PFS (log rank, p = 0.042, HR = 4.189). Significant inverse correlations were observed between MCT1 and MCT4 expression, implying their distinct biological roles.
Conclusion: MCT1 and MCT4 are overexpressed in CTCs from NSCLC patients, supporting their potential as prognostic biomarkers and therapeutic targets.
背景:单羧酸转运体(mct)促进乳酸转移,支持癌细胞存活和转移。MCT1和MCT4表达与预后不良和对酪氨酸激酶抑制剂治疗的耐药性有关。目的:本初步研究通过单细胞分析检测了奥西替尼治疗期间非小细胞肺癌(NSCLC)患者分离的循环肿瘤细胞(ctc)中MCT1和MCT4表达的相关性。设计:53名NSCLC患者在三个不同的时间点入组:基线(n = 53),第一周期后(n = 20)和进展性疾病(PD; n = 21),以评估患者样本中MCT1和MCT4的表达。方法:采用ISET平台分离ctc。采用免疫荧光三重染色实验和共聚焦激光扫描显微镜检测MCT1/MCT4的表达。结果:基线、第一周期后和PD患者中分别有75%(40/53)、40%(8/20)和29%(6/21)检测到ctc。在细胞角蛋白(CK)阳性的患者中,MCT1在所有时间点都过表达的比例显著:基线时为67%(18/27),第一周期后为57% (4/7),PD时为50%(2/4)。同样,55%(16/29)、50%(2/4)和60%(3/5)的病例中MCT4过表达。统计分析显示(CK+MCT1-CD45-)表型与较差的无进展生存期相关[PFS;log rank, p = 0.041,风险比(HR) = 1.971]和总生存率(log rank, p = 0.028, HR = 2.288)。相反,小于3 MCT4+ ctc的存在与较差的PFS相关(log rank, p = 0.042, HR = 4.189)。MCT1和MCT4的表达呈显著负相关,表明它们具有不同的生物学作用。结论:MCT1和MCT4在非小细胞肺癌患者的ctc中过表达,支持其作为预后生物标志物和治疗靶点的潜力。
{"title":"Metabolic marker profiling of circulating tumour cells in NSCLC patients treated with osimertinib: focus on MCT1 and MCT4.","authors":"Karolina Mangani, Evangelia Pantazaka, Evi Lianidou, Vassilis Georgoulias, Athanasios Kotsakis, Athina Markou, Galatea Kallergi","doi":"10.1177/17588359261416422","DOIUrl":"https://doi.org/10.1177/17588359261416422","url":null,"abstract":"<p><strong>Background: </strong>Monocarboxylate transporters (MCTs) facilitate lactate transfer and support cancer cell survival and metastasis. MCT1 and MCT4 expression has been associated with poor prognosis and resistance to therapy with tyrosine kinase inhibitors.</p><p><strong>Objectives: </strong>This pilot study examined the relevance of MCT1 and MCT4 expression in circulating tumour cells (CTCs) isolated from non-small cell lung cancer (NSCLC) patients during osimertinib treatment through single-cell analysis.</p><p><strong>Design: </strong>Fifty-three NSCLC patients were enrolled at three different time points: baseline (<i>n</i> = 53), post-first cycle (<i>n</i> = 20) and progressive disease (PD; <i>n</i> = 21), to evaluate MCT1 and MCT4 expression in patients' samples.</p><p><strong>Methods: </strong>CTCs were isolated with the ISET platform. MCT1/MCT4 expression was assessed using immunofluorescence triple staining experiments and confocal laser scanning microscopy.</p><p><strong>Results: </strong>CTCs were detected in 75% (40/53), 40% (8/20) and 29% (6/21) of patients at baseline, post-first cycle and PD, respectively. Among cytokeratin (CK)-positive patients, MCT1 was overexpressed at all time points in a significant percentage: 67% (18/27) at baseline, 57% (4/7) at post-first cycle and 50% (2/4) at PD. Similarly, MCT4 was overexpressed in 55% (16/29), 50% (2/4) and 60% (3/5) of cases, respectively. Statistical analysis revealed that the (CK+MCT1-CD45-) phenotype was associated with worse progression-free survival [PFS; log rank, <i>p</i> = 0.041, hazard ratio (HR) = 1.971] and overall survival (log rank, <i>p</i> = 0.028; HR = 2.288) of the patients. Conversely, the presence of ⩾3 MCT4+ CTCs was correlated with poorer PFS (log rank, <i>p</i> = 0.042, HR = 4.189). Significant inverse correlations were observed between MCT1 and MCT4 expression, implying their distinct biological roles.</p><p><strong>Conclusion: </strong>MCT1 and MCT4 are overexpressed in CTCs from NSCLC patients, supporting their potential as prognostic biomarkers and therapeutic targets.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261416422"},"PeriodicalIF":4.2,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12907484/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146214323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-15eCollection Date: 2026-01-01DOI: 10.1177/17588359251413942
Yufeng Li, Yinghui Song, Shuke Fei, Yi Tang, Bo Sun, Zhoubin Feng, Jia Zhou, Weimin Yi, Chuang Peng, Shunjun Fu, Sulai Liu
Background: Spontaneous tumor rupture is a unique and life-threatening presentation of hepatocellular carcinoma (HCC). The optimal postoperative management of patients with spontaneously ruptured HCC (srHCC) remains controversial. Hyperthermic intraperitoneal chemotherapy (HIPEC) has been proposed to reduce peritoneal dissemination, but its clinical benefit in srHCC is uncertain.
Objectives: This study aimed to evaluate the survival benefit and safety of postoperative HIPEC combined with hepatic resection in patients with srHCC.
Design: A retrospective multicenter cohort study was conducted, including patients with srHCC who underwent curative hepatectomy with or without postoperative HIPEC between 2018 and 2024.
Methods: A total of 208 srHCC patients from 4 institutions were enrolled and categorized into the resection group (R) and the resection plus HIPEC group (R-HIPEC). Propensity score matching (PSM) and inverse probability of treatment weighting (IPTW) were applied to minimize baseline differences. The primary endpoint was recurrence-free survival (RFS), and the secondary endpoint was overall survival (OS). Survival outcomes were assessed using Kaplan-Meier analysis, Cox proportional hazards models, and subgroup analysis.
Results: Across the primary, PSM, and IPTW cohorts, patients in the R-HIPEC group achieved significantly longer median RFS (mRFS) and OS than those in the R group. The median OS was 45.6 versus 26.4 months in the primary cohort (p = 0.025), 48.2 versus 26.4 months in the PSM cohort (p = 0.025), and 42.9 versus 26.5 months in the IPTW cohort (p = 0.012). The mRFS was 15.5 versus 7.7 months (p = 0.002), 18.2 versus 8.3 months (p = 0.002), and 14.7 versus 7.4 months (p = 0.014), respectively. Subgroup analysis indicated that patients with Barcelona Clinic Liver Cancer stage 0/A derived significantly greater RFS benefit from HIPEC than those with stage B/C (interaction p = 0.0264). For OS, a significant interaction was observed with postoperative immunotherapy (interaction p = 0.0054). The R-HIPEC group showed a lower incidence of peritoneal implantation metastasis, without an increase in perioperative complications.
Conclusion: HIPEC combined with resection for srHCC can effectively prolong survival time. Resection combined with HIPEC and targeted therapy may be a promising strategy for srHCC.
{"title":"Resection combined with hyperthermic intraperitoneal chemotherapy in the treatment of spontaneously ruptured hepatocellular carcinoma: a multicenter retrospective study.","authors":"Yufeng Li, Yinghui Song, Shuke Fei, Yi Tang, Bo Sun, Zhoubin Feng, Jia Zhou, Weimin Yi, Chuang Peng, Shunjun Fu, Sulai Liu","doi":"10.1177/17588359251413942","DOIUrl":"https://doi.org/10.1177/17588359251413942","url":null,"abstract":"<p><strong>Background: </strong>Spontaneous tumor rupture is a unique and life-threatening presentation of hepatocellular carcinoma (HCC). The optimal postoperative management of patients with spontaneously ruptured HCC (srHCC) remains controversial. Hyperthermic intraperitoneal chemotherapy (HIPEC) has been proposed to reduce peritoneal dissemination, but its clinical benefit in srHCC is uncertain.</p><p><strong>Objectives: </strong>This study aimed to evaluate the survival benefit and safety of postoperative HIPEC combined with hepatic resection in patients with srHCC.</p><p><strong>Design: </strong>A retrospective multicenter cohort study was conducted, including patients with srHCC who underwent curative hepatectomy with or without postoperative HIPEC between 2018 and 2024.</p><p><strong>Methods: </strong>A total of 208 srHCC patients from 4 institutions were enrolled and categorized into the resection group (R) and the resection plus HIPEC group (R-HIPEC). Propensity score matching (PSM) and inverse probability of treatment weighting (IPTW) were applied to minimize baseline differences. The primary endpoint was recurrence-free survival (RFS), and the secondary endpoint was overall survival (OS). Survival outcomes were assessed using Kaplan-Meier analysis, Cox proportional hazards models, and subgroup analysis.</p><p><strong>Results: </strong>Across the primary, PSM, and IPTW cohorts, patients in the R-HIPEC group achieved significantly longer median RFS (mRFS) and OS than those in the R group. The median OS was 45.6 versus 26.4 months in the primary cohort (<i>p</i> = 0.025), 48.2 versus 26.4 months in the PSM cohort (<i>p</i> = 0.025), and 42.9 versus 26.5 months in the IPTW cohort (<i>p</i> = 0.012). The mRFS was 15.5 versus 7.7 months (<i>p</i> = 0.002), 18.2 versus 8.3 months (<i>p</i> = 0.002), and 14.7 versus 7.4 months (<i>p</i> = 0.014), respectively. Subgroup analysis indicated that patients with Barcelona Clinic Liver Cancer stage 0/A derived significantly greater RFS benefit from HIPEC than those with stage B/C (interaction <i>p</i> = 0.0264). For OS, a significant interaction was observed with postoperative immunotherapy (interaction <i>p</i> = 0.0054). The R-HIPEC group showed a lower incidence of peritoneal implantation metastasis, without an increase in perioperative complications.</p><p><strong>Conclusion: </strong>HIPEC combined with resection for srHCC can effectively prolong survival time. Resection combined with HIPEC and targeted therapy may be a promising strategy for srHCC.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359251413942"},"PeriodicalIF":4.2,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12907485/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146214305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13eCollection Date: 2026-01-01DOI: 10.1177/17588359251411122
Erica Pietroluongo, Pietro De Placido, Roberto Buonaiuto, Aldo Caltavituro, Giuseppe Neola, Margaret Ottaviano, Marianna Tortora, Grazia Arpino, Giovannella Palmieri, Carmine De Angelis, Marina Chiara Garassino, Roberto Bianco, Alberto Servetto, Mario Giuliano
Background: Platinum-based chemotherapy is the first-line treatment choice for advanced thymic epithelial tumors (TETs), with the expected objective response rate (ORR) ≈of 50% in thymoma and ≈20% in thymic carcinoma.
Objective: To evaluate the impact of relative dose intensity (RDI) on first-line treatment outcomes in TET patients.
Design: Retrospective cohort referred between 2016 and 2022 at the University of Naples Federico II, Italy.
Methods: Advanced TETs treated with first-line platinum chemotherapy; RDI calculated as delivered/planned dose intensity and categorized as low (<85%) or high (⩾85%). Outcomes: ORR, time to next treatment (TTNT), overall survival (OS).
Results: Thirty-three patients (15 thymoma, 18 carcinoma); 22 low RDI, 11 high RDI. RDI was not associated with ORR. High RDI showed longer TTNT (6.6 vs 5.0 months; p = 0.042) and numerically longer OS (86.4 vs 32.2 months; p = 0.361).
Conclusion: Maintaining ⩾85% RDI during first-line platinum chemotherapy may offer clinical benefits and warrants further validation in larger cohorts.
背景:铂类化疗是晚期胸腺上皮肿瘤(TETs)的一线治疗选择,胸腺瘤的预期客观缓解率(ORR)≈50%,胸腺癌≈20%。目的:评价相对剂量强度(RDI)对TET患者一线治疗效果的影响。设计:意大利那不勒斯费德里科二世大学2016年至2022年的回顾性队列研究。方法:晚期TETs采用一线铂化疗;RDI按交付/计划剂量强度计算并归类为低(结果:33例患者(15例胸腺瘤,18例癌);22个低RDI, 11个高RDI。RDI与ORR无相关性。高RDI显示较长的TTNT (6.6 vs 5.0个月;p = 0.042)和较长的OS (86.4 vs 32.2个月;p = 0.361)。结论:在一线铂化疗期间维持小于85% RDI可能会提供临床益处,并且需要在更大的队列中进一步验证。
{"title":"Impact of relative dose intensity of first-line platinum-based chemotherapy in patients with thymic epithelial tumors: a retrospective study.","authors":"Erica Pietroluongo, Pietro De Placido, Roberto Buonaiuto, Aldo Caltavituro, Giuseppe Neola, Margaret Ottaviano, Marianna Tortora, Grazia Arpino, Giovannella Palmieri, Carmine De Angelis, Marina Chiara Garassino, Roberto Bianco, Alberto Servetto, Mario Giuliano","doi":"10.1177/17588359251411122","DOIUrl":"10.1177/17588359251411122","url":null,"abstract":"<p><strong>Background: </strong>Platinum-based chemotherapy is the first-line treatment choice for advanced thymic epithelial tumors (TETs), with the expected objective response rate (ORR) ≈of 50% in thymoma and ≈20% in thymic carcinoma.</p><p><strong>Objective: </strong>To evaluate the impact of relative dose intensity (RDI) on first-line treatment outcomes in TET patients.</p><p><strong>Design: </strong>Retrospective cohort referred between 2016 and 2022 at the University of Naples Federico II, Italy.</p><p><strong>Methods: </strong>Advanced TETs treated with first-line platinum chemotherapy; RDI calculated as delivered/planned dose intensity and categorized as low (<85%) or high (⩾85%). Outcomes: ORR, time to next treatment (TTNT), overall survival (OS).</p><p><strong>Results: </strong>Thirty-three patients (15 thymoma, 18 carcinoma); 22 low RDI, 11 high RDI. RDI was not associated with ORR. High RDI showed longer TTNT (6.6 vs 5.0 months; <i>p</i> = 0.042) and numerically longer OS (86.4 vs 32.2 months; <i>p</i> = 0.361).</p><p><strong>Conclusion: </strong>Maintaining ⩾85% RDI during first-line platinum chemotherapy may offer clinical benefits and warrants further validation in larger cohorts.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359251411122"},"PeriodicalIF":4.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12905096/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13eCollection Date: 2026-01-01DOI: 10.1177/17588359261420028
Annie L Zhang, Melinda L Hsu
Mesothelioma is a rare cancer that carries a poor prognosis. This malignancy has had few therapeutic advances prior to the introduction of immune checkpoint inhibitors. Immunotherapy is now a cornerstone of first-line treatment for pleural mesothelioma and has been shown to provide clinical benefit for relapsed or refractory patients treated with prior chemotherapy. This review article will discuss key immunotherapy trials in the scientific literature, along with challenges in the application of this therapy. We will also discuss future areas of immunotherapy research in the treatment of mesothelioma.
{"title":"Immunotherapy advances in pleural mesothelioma.","authors":"Annie L Zhang, Melinda L Hsu","doi":"10.1177/17588359261420028","DOIUrl":"10.1177/17588359261420028","url":null,"abstract":"<p><p>Mesothelioma is a rare cancer that carries a poor prognosis. This malignancy has had few therapeutic advances prior to the introduction of immune checkpoint inhibitors. Immunotherapy is now a cornerstone of first-line treatment for pleural mesothelioma and has been shown to provide clinical benefit for relapsed or refractory patients treated with prior chemotherapy. This review article will discuss key immunotherapy trials in the scientific literature, along with challenges in the application of this therapy. We will also discuss future areas of immunotherapy research in the treatment of mesothelioma.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261420028"},"PeriodicalIF":4.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12905100/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13eCollection Date: 2026-01-01DOI: 10.1177/17588359261417776
Xiuli Liu, Ao Liu, Defeng Liu, Yi Li, Yuanlin Li, Jiazhong Ren, Zhichao Li, Shuqing Duan, Jinming Yu, Minghuan Li
Background: The spleen, the largest secondary lymphoid organ, plays an essential role in systemic immune regulation. Its function in tumor progression and treatment response has gained increasing attention.
Objectives: This study aimed to evaluate the prognostic value of spleen volume (SV) change in patients with extensive-stage small-cell lung cancer (ES-SCLC) receiving first-line chemo-immunotherapy (CIT) and to explore its associations with tumor-infiltrating lymphocytes (TILs) and peripheral immune parameters.
Design: A single-center retrospective cohort study.
Methods: A total of 292 ES-SCLC patients who received first-line CIT were retrospectively analyzed. SV was measured on baseline and post-treatment CT scans, and the relative change was used to classify patients into increased or decreased SV groups. Cox proportional hazards regression models were used to assess the effects of SV metrics, immune-related indices, and clinicodemographic factors on overall survival (OS) and progression-free survival (PFS). Objective response rate (ORR) differences were tested using the chi-square test, and immune parameters were compared using Wilcoxon rank-sum tests and correlation analyses.
Results: Multivariate analysis identified increased SV after CIT as an independent adverse prognostic factor for both OS (hazard ratio (HR) = 1.561, 95% confidence interval (CI), 1.193-2.041, p = 0.001) and PFS (HR = 1.411, 95% CI, 1.106-1.800, p = 0.006). Patients with increased SV exhibited significantly shorter OS and PFS and a lower ORR (all p < 0.005). Increased SV was also associated with markedly lower total, CD4+, and CD8+ TIL densities and, at the systemic level, lower absolute lymphocyte count (ALC), and higher neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) (all p < 0.0001), indicating both local and systemic immune suppression.
Conclusion: SV change reflects both local and systemic immune remodeling during CIT in ES-SCLC. As a noninvasive and measurable imaging biomarker, SV change holds translational potential for immune monitoring and treatment response assessment.
背景:脾脏是最大的次级淋巴器官,在全身免疫调节中起着重要作用。它在肿瘤进展和治疗反应中的作用越来越受到关注。目的:本研究旨在评价脾体积(SV)变化对广泛期小细胞肺癌(ES-SCLC)患者接受一线化疗免疫治疗(CIT)的预后价值,并探讨其与肿瘤浸润淋巴细胞(TILs)和外周免疫参数的关系。设计:单中心回顾性队列研究。方法:对292例接受一线CIT治疗的ES-SCLC患者进行回顾性分析。在基线和治疗后CT扫描上测量SV,并使用相对变化将患者分为SV升高或降低组。采用Cox比例风险回归模型评估SV指标、免疫相关指数和临床人口学因素对总生存期(OS)和无进展生存期(PFS)的影响。客观有效率(ORR)差异采用卡方检验,免疫参数比较采用Wilcoxon秩和检验和相关分析。结果:多因素分析发现,CIT后SV升高是OS(风险比(HR) = 1.561, 95%可信区间(CI), 1.193-2.041, p = 0.001)和PFS (HR = 1.411, 95% CI, 1.106-1.800, p = 0.006)的独立不良预后因素。SV升高的患者表现出更短的OS和PFS,以及更低的ORR(均p)。结论:SV变化反映了ES-SCLC CIT期间局部和全身免疫重构。作为一种无创、可测量的成像生物标志物,SV变化在免疫监测和治疗反应评估中具有转化潜力。
{"title":"Spleen volume change as a prognostic and immunologic imaging biomarker in extensive-stage small-cell lung cancer receiving chemo-immunotherapy.","authors":"Xiuli Liu, Ao Liu, Defeng Liu, Yi Li, Yuanlin Li, Jiazhong Ren, Zhichao Li, Shuqing Duan, Jinming Yu, Minghuan Li","doi":"10.1177/17588359261417776","DOIUrl":"10.1177/17588359261417776","url":null,"abstract":"<p><strong>Background: </strong>The spleen, the largest secondary lymphoid organ, plays an essential role in systemic immune regulation. Its function in tumor progression and treatment response has gained increasing attention.</p><p><strong>Objectives: </strong>This study aimed to evaluate the prognostic value of spleen volume (SV) change in patients with extensive-stage small-cell lung cancer (ES-SCLC) receiving first-line chemo-immunotherapy (CIT) and to explore its associations with tumor-infiltrating lymphocytes (TILs) and peripheral immune parameters.</p><p><strong>Design: </strong>A single-center retrospective cohort study.</p><p><strong>Methods: </strong>A total of 292 ES-SCLC patients who received first-line CIT were retrospectively analyzed. SV was measured on baseline and post-treatment CT scans, and the relative change was used to classify patients into increased or decreased SV groups. Cox proportional hazards regression models were used to assess the effects of SV metrics, immune-related indices, and clinicodemographic factors on overall survival (OS) and progression-free survival (PFS). Objective response rate (ORR) differences were tested using the chi-square test, and immune parameters were compared using Wilcoxon rank-sum tests and correlation analyses.</p><p><strong>Results: </strong>Multivariate analysis identified increased SV after CIT as an independent adverse prognostic factor for both OS (hazard ratio (HR) = 1.561, 95% confidence interval (CI), 1.193-2.041, <i>p</i> = 0.001) and PFS (HR = 1.411, 95% CI, 1.106-1.800, <i>p</i> = 0.006). Patients with increased SV exhibited significantly shorter OS and PFS and a lower ORR (all <i>p</i> < 0.005). Increased SV was also associated with markedly lower total, CD4+, and CD8+ TIL densities and, at the systemic level, lower absolute lymphocyte count (ALC), and higher neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) (all <i>p</i> < 0.0001), indicating both local and systemic immune suppression.</p><p><strong>Conclusion: </strong>SV change reflects both local and systemic immune remodeling during CIT in ES-SCLC. As a noninvasive and measurable imaging biomarker, SV change holds translational potential for immune monitoring and treatment response assessment.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261417776"},"PeriodicalIF":4.2,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12905073/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The efficacy of immunochemotherapy (ICT) remains poor in patients with polymetastases from esophageal squamous cell carcinoma (ESCC). While radiation therapy (RT) has shown promise in oligometastatic settings, its role when combined with ICT for polymetastatic ESCC (with >5 metastatic lesions) remains unclear.
Objective: This study evaluated the efficacy and value of RT in patients with polymetastatic ESCC who received ICT as first-line treatment.
Design: This multi-center cohort study was conducted at 20 hospitals in China.
Methods: In total, 331 patients who received at least one cycle of first-line ICT between January 2019 and December 2021 were enrolled. Among them, 88 received ICT plus RT (RT group), and 243 received ICT alone (non-RT group). Propensity score matching (PSM) was performed to control for potential confounders (75 patients/group). Outcomes included overall survival (OS), progression-free survival, objective response rate (ORR), symptom control, and safety. This study was registered at the Clinicaltrials.gov registry (identification number NCT05142709).
Results: Both before and after PSM, no significant OS benefit was observed with RT group (median OS: 15.2 vs 12.2 months, hazard ratio (HR) 0.80 (0.60-1.07), p = 0.14; 15.0 vs 11.0 months, HR 0.80 (0.55-1.15), p = 0.23, respectively), though pre-PSM ORR favored RT (59.1% vs 40.3%, p = 0.003). RT demonstrated superior symptom control, with significantly higher rates of dysphagia improvement (63.3% vs 36.4%, p = 0.0006) and meaningful pain reduction (59.4% vs 40.0%, p = 0.007). Grade ⩾3 treatment-related adverse events were comparable between groups (38 vs 40 cases post-PSM, p = 0.74), with equivalent grade 5 toxicities (1.3% each).
Conclusion: For polymetastatic ESCC, RT combined with ICT enhanced symptom control without severe toxicity, though it did not improve survival. This supports its personalized use for quality of life in symptomatic patients.
背景:免疫化疗(ICT)在食管鳞状细胞癌(ESCC)多发转移患者中的疗效仍然较差。虽然放射治疗(RT)在低转移性环境中显示出希望,但其与ICT联合治疗多转移性ESCC(伴有bb50转移灶)的作用尚不清楚。目的:评价RT在多转移性ESCC患者行ICT一线治疗中的疗效和价值。设计:本多中心队列研究在中国20家医院进行。方法:共纳入331例在2019年1月至2021年12月期间接受至少一个周期一线ICT治疗的患者。其中ICT + RT组88例(RT组),单独ICT组243例(非RT组)。采用倾向评分匹配(PSM)控制潜在混杂因素(75例/组)。结果包括总生存期(OS)、无进展生存期(progression-free survival)、客观缓解率(ORR)、症状控制和安全性。本研究已在Clinicaltrials.gov注册中心注册(识别号NCT05142709)。结果:PSM前后,RT组无明显的OS获益(中位OS: 15.2 vs 12.2个月,风险比(HR) 0.80 (0.60-1.07), p = 0.14;15.0个月vs 11.0个月,HR 0.80 (0.55-1.15), p = 0.23),尽管psm前ORR有利于RT (59.1% vs 40.3%, p = 0.003)。RT显示出优越的症状控制,吞咽困难改善率显著提高(63.3% vs 36.4%, p = 0.0006),疼痛减轻率显著提高(59.4% vs 40.0%, p = 0.007)。小于或等于3级治疗相关不良事件在两组之间具有可比性(psm后38例vs 40例,p = 0.74),具有等效的5级毒性(每个1.3%)。结论:对于多转移性ESCC, RT联合ICT可增强症状控制,无严重毒性,但不能提高生存率。这支持了对有症状患者生活质量的个性化使用。
{"title":"The role of thoracic radiotherapy in the setting of immunotherapy in polymetastatic esophageal squamous cell carcinoma: a multi-center cohort study.","authors":"Qi Liu, Junqiang Chen, Wenbin Shen, Jinjun Ye, Honglei Luo, Xizhi Zhang, Wenyang Liu, Yujin Xu, Yingying Zhang, Anwen Liu, Xiaopeng Li, Hong Ge, Qifeng Wang, Hui Luo, Lina Zhao, Conghua Xie, Qin Lin, Congying Xie, Luhua Wang, Kuaile Zhao","doi":"10.1177/17588359261419635","DOIUrl":"10.1177/17588359261419635","url":null,"abstract":"<p><strong>Background: </strong>The efficacy of immunochemotherapy (ICT) remains poor in patients with polymetastases from esophageal squamous cell carcinoma (ESCC). While radiation therapy (RT) has shown promise in oligometastatic settings, its role when combined with ICT for polymetastatic ESCC (with >5 metastatic lesions) remains unclear.</p><p><strong>Objective: </strong>This study evaluated the efficacy and value of RT in patients with polymetastatic ESCC who received ICT as first-line treatment.</p><p><strong>Design: </strong>This multi-center cohort study was conducted at 20 hospitals in China.</p><p><strong>Methods: </strong>In total, 331 patients who received at least one cycle of first-line ICT between January 2019 and December 2021 were enrolled. Among them, 88 received ICT plus RT (RT group), and 243 received ICT alone (non-RT group). Propensity score matching (PSM) was performed to control for potential confounders (75 patients/group). Outcomes included overall survival (OS), progression-free survival, objective response rate (ORR), symptom control, and safety. This study was registered at the Clinicaltrials.gov registry (identification number NCT05142709).</p><p><strong>Results: </strong>Both before and after PSM, no significant OS benefit was observed with RT group (median OS: 15.2 vs 12.2 months, hazard ratio (HR) 0.80 (0.60-1.07), <i>p</i> = 0.14; 15.0 vs 11.0 months, HR 0.80 (0.55-1.15), <i>p</i> = 0.23, respectively), though pre-PSM ORR favored RT (59.1% vs 40.3%, <i>p</i> = 0.003). RT demonstrated superior symptom control, with significantly higher rates of dysphagia improvement (63.3% vs 36.4%, <i>p</i> = 0.0006) and meaningful pain reduction (59.4% vs 40.0%, <i>p</i> = 0.007). Grade ⩾3 treatment-related adverse events were comparable between groups (38 vs 40 cases post-PSM, <i>p</i> = 0.74), with equivalent grade 5 toxicities (1.3% each).</p><p><strong>Conclusion: </strong>For polymetastatic ESCC, RT combined with ICT enhanced symptom control without severe toxicity, though it did not improve survival. This supports its personalized use for quality of life in symptomatic patients.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261419635"},"PeriodicalIF":4.2,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12901859/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-10eCollection Date: 2026-01-01DOI: 10.1177/17588359261421325
Qiangqiang Gang, Jie Feng, Bingmei Chen, Na Zhang, Ke Zhang
Background: In oral tongue squamous cell carcinoma (OTSCC) patients, cervical lymph node metastasis profoundly influences prognoses and is central to guiding surgical strategies. Mapping the likelihood of lymph node metastasis across different cervical nodal levels is essential for achieving precise surgical planning.
Purpose: OTSCC is a prevalent head and neck malignancy. Accurate MRI-based tumor segmentation and prognostic prediction are essential for detecting lymph node metastasis and improving patient survival rates. However, the potential of deep learning techniques has been underexplored in this context.
Design: This retrospective pilot study included 136 OTSCC patients with non-lymph node metastasis and lymph node metastasis who underwent primary and cervical lymph node dissection following baseline MRI. The development of a machine learning approach, incorporating an automatically segmented approach, enables the creation of a model capable of predicting cervical lymph node metastasis based on primary site tumors.
Methods: We propose a two-stage OTSCC diagnostic workflow. First, a multiparametric fusion network (MobileNetV2 U-Net) was implemented using TensorFlow to integrate features from contrast-enhanced T1-weighted (CE-T1WI), T2-weighted (T2WI), and T1-weighted (T1WI) MRI sequences and automatically segment primary tumors. Next, radiomic models were constructed to predict cervical lymph node metastasis from these automated segmentations. A fusion nomogram combining radiomic features and clinical data was developed to predict metastasis status. For comparison, a radiomics model using manually segmented CE-T1WIs was also evaluated.
Results: Data from 136 patients (mean age 50.29 ± 12.25 years; 100 men, 36 women) showed that the MobileNetV2 U-Net achieved a Dice similarity coefficient (DSC) of 85% and a mean intersection over union (IoU) of 76% on the training set, and a DSC 87% and an IoU 79% on the independent test set. The fusion nomogram achieved areas under the ROC curves of 0.98 and 0.93 on the training and test sets, respectively, when using the automated segmentation masks. The automated segmentation nomogram performed comparably to the model using manual segmentations for predicting lymph node metastasis.
Conclusion: Our TensorFlow-based MobileNetV2 U-Net provides clinicians with an automated tool to delineate OTSCC tumors and predict cervical lymph node metastasis, potentially aiding personalized surgical planning.
{"title":"TensorFlow-based MobileNetV2 U-Net tumor segmentation and multiparametric MRI radiomics for predicting cervical lymph node metastasis in oral tongue squamous cell carcinoma.","authors":"Qiangqiang Gang, Jie Feng, Bingmei Chen, Na Zhang, Ke Zhang","doi":"10.1177/17588359261421325","DOIUrl":"10.1177/17588359261421325","url":null,"abstract":"<p><strong>Background: </strong>In oral tongue squamous cell carcinoma (OTSCC) patients, cervical lymph node metastasis profoundly influences prognoses and is central to guiding surgical strategies. Mapping the likelihood of lymph node metastasis across different cervical nodal levels is essential for achieving precise surgical planning.</p><p><strong>Purpose: </strong>OTSCC is a prevalent head and neck malignancy. Accurate MRI-based tumor segmentation and prognostic prediction are essential for detecting lymph node metastasis and improving patient survival rates. However, the potential of deep learning techniques has been underexplored in this context.</p><p><strong>Design: </strong>This retrospective pilot study included 136 OTSCC patients with non-lymph node metastasis and lymph node metastasis who underwent primary and cervical lymph node dissection following baseline MRI. The development of a machine learning approach, incorporating an automatically segmented approach, enables the creation of a model capable of predicting cervical lymph node metastasis based on primary site tumors.</p><p><strong>Methods: </strong>We propose a two-stage OTSCC diagnostic workflow. First, a multiparametric fusion network (MobileNetV2 U-Net) was implemented using TensorFlow to integrate features from contrast-enhanced T1-weighted (CE-T1WI), T2-weighted (T2WI), and T1-weighted (T1WI) MRI sequences and automatically segment primary tumors. Next, radiomic models were constructed to predict cervical lymph node metastasis from these automated segmentations. A fusion nomogram combining radiomic features and clinical data was developed to predict metastasis status. For comparison, a radiomics model using manually segmented CE-T1WIs was also evaluated.</p><p><strong>Results: </strong>Data from 136 patients (mean age 50.29 ± 12.25 years; 100 men, 36 women) showed that the MobileNetV2 U-Net achieved a Dice similarity coefficient (DSC) of 85% and a mean intersection over union (IoU) of 76% on the training set, and a DSC 87% and an IoU 79% on the independent test set. The fusion nomogram achieved areas under the ROC curves of 0.98 and 0.93 on the training and test sets, respectively, when using the automated segmentation masks. The automated segmentation nomogram performed comparably to the model using manual segmentations for predicting lymph node metastasis.</p><p><strong>Conclusion: </strong>Our TensorFlow-based MobileNetV2 U-Net provides clinicians with an automated tool to delineate OTSCC tumors and predict cervical lymph node metastasis, potentially aiding personalized surgical planning.</p>","PeriodicalId":23053,"journal":{"name":"Therapeutic Advances in Medical Oncology","volume":"18 ","pages":"17588359261421325"},"PeriodicalIF":4.2,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12891416/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146182642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}