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Tertiary lymphoid structures: prognostic insights and implications for immunotherapy in HPV-negative head and neck cancer. 三级淋巴结构:hpv阴性头颈癌的预后和免疫治疗意义。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-12 DOI: 10.21037/tcr-2025-aw-2459
Tobias Andermatt, Christoph Schultheiss, Mascha Binder
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引用次数: 0
Total flavonoids extracted from Penthorum chinense Pursh inhibits oxidative stress and inflammation in liver cancer cells through the JAK2/STAT3 pathway. 紫荆总黄酮通过JAK2/STAT3通路抑制肝癌细胞氧化应激和炎症。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/tcr-2025-1525
Xiaoyan Li, Xiaoqiang Zhang, Junchao Xue

Background: Flavonoids are primary bioactive components of Penthorum chinense Pursh (PCP), which have anti-inflammatory and antioxidant effects. Previous studies have found that the pharmacological effect of PCP on liver cancer may be related to the inhibition of oxidative stress and inflammatory response in vivo. Based on the hepatoprotective effect of total flavonoids extracted from PCP (PCPTF), this study aimed to investigate the underlying mechanism by which PCPTF ameliorates liver cancer.

Methods: A nude mouse model of subcutaneous tumor formation of hepatocellular carcinoma was established. Following PCPTF treatment, the pathological changes, tumor cell proliferation and apoptosis, serum inflammatory factors and oxidative stress levels, and the levels of Janus kinase 2 (JAK2) and signal transducer and activator of transcription 3 (STAT3) proteins in tumor tissues were detected. Lipopolysaccharides (LPS) was applied to construct liver cancer cell inflammation models in vitro. After treatment of PCPTF and JAK2 agonist coumermycin A1 (CA1) in the cells, protein levels, cell proliferation, inflammation, and oxidative stress were evaluated to explore the mechanism of PCPTF in improving liver cancer.

Results: In mice with liver cancer, PCPTF treatment inhibited tumor growth, improved the pathological changes, down-regulated interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), malondialdehyde (MDA), reactive oxygen species (ROS), up-regulated superoxide dismutase (SOD), and suppressed JAK2 and STAT3 phosphorylation. In liver cancer cells, PCPTF blocked the JAK2/STAT3 pathway, proliferation, and the release of inflammatory factors, regulated oxidative stress, and promoted apoptosis. However, CA1 reversed the effect of PCPTF on liver cancer cells.

Conclusions: PCPTF suppresses the progression of liver cancer by ameliorating oxidative stress and inflammatory response, primarily through the regulation of the JAK2/STAT3 signaling pathway.

背景:黄酮类化合物是五花草的主要活性成分,具有抗炎和抗氧化作用。既往研究发现,PCP对肝癌的药理作用可能与体内氧化应激和炎症反应的抑制有关。本研究旨在通过对PCPTF的保肝作用,探讨PCPTF对肝癌的保护作用机制。方法:建立裸鼠肝细胞癌皮下肿瘤形成模型。检测PCPTF治疗后的病理变化、肿瘤细胞增殖和凋亡、血清炎症因子和氧化应激水平以及肿瘤组织中JAK2 (Janus kinase 2)和STAT3 (signal transducer and activator of transcription 3)蛋白水平。采用脂多糖(LPS)体外构建肝癌细胞炎症模型。经PCPTF和JAK2激动剂coumermycin A1 (CA1)治疗后,对细胞中的蛋白水平、细胞增殖、炎症和氧化应激进行评价,探讨PCPTF改善肝癌的机制。结果:PCPTF治疗肝癌小鼠,抑制肿瘤生长,改善病理改变,下调白细胞介素-1β (IL-1β)、肿瘤坏死因子-α (TNF-α)、白细胞介素-6 (IL-6)、丙二醛(MDA)、活性氧(ROS),上调超氧化物歧化酶(SOD),抑制JAK2和STAT3磷酸化。在肝癌细胞中,PCPTF阻断JAK2/STAT3通路、增殖和炎症因子的释放,调节氧化应激,促进细胞凋亡。然而,CA1逆转了PCPTF对肝癌细胞的作用。结论:PCPTF主要通过调控JAK2/STAT3信号通路,通过改善氧化应激和炎症反应来抑制肝癌的进展。
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引用次数: 0
Radiomics of soft tissue sarcoma metastases to assess prognostic factors related to intrapatient intertumor heterogeneity. 软组织肉瘤转移的放射组学评估与患者内肿瘤异质性相关的预后因素。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-19 DOI: 10.21037/tcr-2025-aw-2223
George R Matcuk, Brandon K K Fields
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引用次数: 0
Prolonged survival with alectinib in a patient with advanced lung adenocarcinoma: a case report and literature review. 延长阿勒替尼治疗晚期肺腺癌患者的生存期:1例报告和文献复习。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-27 DOI: 10.21037/tcr-2025-1-2726
Man Sun, Dan Zang, Huan Zhou, Jun Chen

Background: Alectinib is a second-generation tyrosine kinase inhibitor (TKI) that selectively targets anaplastic lymphoma kinase (ALK) rearrangements and is recommended as first-line therapy for patients with advanced ALK-positive non-small cell lung cancer (NSCLC). Pivotal clinical trials have demonstrated its superior efficacy and favorable safety profile compared with earlier ALK inhibitors and chemotherapy. However, long-term real-world outcomes remain insufficiently characterized, particularly in patients harboring concurrent ALK alterations and additional rare genetic variants, whose clinical relevance is often unclear.

Case description: We report a case of a 41-year-old female diagnosed with stage IV lung adenocarcinoma (LUAD) following routine imaging. Comprehensive diagnostic evaluation, including positron emission tomography/computed tomography (PET-CT), cervical lymph node biopsy, and targeted next-generation sequencing, revealed an EML4-ALK fusion (variant 1) together with a concurrent RET p.R820H mutation. The patient initiated first-line treatment with alectinib at a daily dose of 1,200 mg. A partial response was achieved within two months of therapy, and disease control was sustained throughout long-term follow-up. Remarkably, after more than 62 months of continuous alectinib treatment, the patient remained progression-free, with no evidence of disease relapse, distant metastasis, or treatment-related adverse events. The identified RET p.R820H alteration is currently classified as a variant of uncertain significance, and its functional or clinical impact has not been established.

Conclusions: This case demonstrates an exceptionally durable response to first-line alectinib in an ALK-positive LUAD patient with a concurrent rare RET variant. It underscores the long-term efficacy and tolerability of alectinib and highlights the importance of comprehensive genomic profiling in guiding personalized targeted therapy for genetically complex NSCLC.

背景:Alectinib是选择性靶向间变性淋巴瘤激酶(ALK)重排的第二代酪氨酸激酶抑制剂(TKI),被推荐作为晚期ALK阳性非小细胞肺癌(NSCLC)患者的一线治疗药物。与早期的ALK抑制剂和化疗相比,关键的临床试验证明了其优越的疗效和良好的安全性。然而,现实世界的长期结果仍然没有充分表征,特别是在同时存在ALK改变和其他罕见遗传变异的患者中,其临床相关性通常不清楚。病例描述:我们报告一例41岁女性,经常规影像学检查诊断为IV期肺腺癌(LUAD)。综合诊断评估,包括正电子发射断层扫描/计算机断层扫描(PET-CT),颈部淋巴结活检和靶向下一代测序,显示EML4-ALK融合(变体1)并并发RET p.R820H突变。患者开始一线治疗,每日剂量为1200mg的alectinib。治疗两个月内部分缓解,疾病控制在长期随访中得以维持。值得注意的是,在超过62个月的连续alectinib治疗后,患者保持无进展,无疾病复发、远处转移或治疗相关不良事件的证据。已确定的RET p.R820H改变目前被归类为不确定意义的变体,其功能或临床影响尚未确定。结论:该病例显示alk阳性LUAD患者并发罕见RET变异体对一线阿勒替尼的持久反应。它强调了alectinib的长期疗效和耐受性,并强调了综合基因组图谱在指导遗传复杂的NSCLC个性化靶向治疗中的重要性。
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引用次数: 0
Preoperative peripheral blood lymphocyte subsets integrated with geriatric nutritional risk index for prognostic assessment in elderly colorectal carcinoma patients. 术前外周血淋巴细胞亚群结合老年营养风险指数评价老年结直肠癌患者预后。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-26 DOI: 10.21037/tcr-2025-1685
Yuxin Wang, Yizhe Hao, Houjun Jia

Background: Prognosis in elderly colorectal cancer (CRC) patients is generally poor, predominantly attributable to the interrelated phenomena of immunosenescence and malnutrition. Current prognostic assessment tools typically evaluate nutritional and immune status in isolation, potentially overlooking the synergistic effects of these interconnected factors on patient outcomes. Therefore, this investigation aims to establish a comprehensive immuno-nutritional biomarker, integrating lymphocyte subset profiles and the Geriatric Nutritional Risk Index (GNRI), to prognosticate postoperative outcomes in elderly CRC patients.

Methods: A retrospective cohort of 201 elderly CRC patients undergoing curative resection at our institution between October 2018 and July 2020 was analyzed. Immunological and nutritional parameters were selected via least absolute shrinkage and selection operator (LASSO) regression to formulate a novel composite biomarker, designated as lymphocyte subsets-GNRI (LS-GNRI). Survival analyses employing Kaplan-Meier estimators and Cox proportional hazards models assessed the correlation of LS-GNRI with overall survival (OS) and disease-free survival (DFS). A prognostic nomogram integrating LS-GNRI and variables identified through multivariate Cox regression was constructed, with predictive accuracy and practicality evaluated via area under the curve (AUC), calibration plots (CAL), decision curve analysis (DCA), and clinical impact curves (CIC).

Results: Results indicated that the LS-GNRI biomarker demonstrated independent prognostic significance for elderly CRC patients [hazard ratio (HR): 0.323, 95% confidence interval (CI): 0.217-0.480, P<0.001]. Patients with elevated LS-GNRI exhibited significantly improved OS and DFS, with AUCs for 1-, 3-, and 5-year survival predictions of 0.763, 0.82, and 0.753, respectively. The nomogram incorporating LS-GNRI, age, carcinoembryonic antigen (CEA), tumor staging, RAS gene and BRAF gene exhibited high predictive performance (AUC: 0.872, 95% CI: 0.807-0.936) and demonstrated clinical utility.

Conclusions: In conclusion, LS-GNRI constitutes a robust composite biomarker for postoperative prognostication in elderly CRC patients. Furthermore, a prognostic nomogram incorporating LS-GNRI, patient age, CEA levels, tumor staging, RAS gene and BRAF gene enhances the accuracy of survival prognostication in elderly individuals diagnosed with CRC.

背景:老年结直肠癌(CRC)患者预后普遍较差,主要原因是免疫衰老和营养不良相关现象。目前的预后评估工具通常单独评估营养和免疫状况,可能忽略了这些相互关联的因素对患者预后的协同作用。因此,本研究旨在建立一种综合免疫营养生物标志物,整合淋巴细胞亚群特征和老年营养风险指数(GNRI),以预测老年结直肠癌患者的术后预后。方法:对2018年10月至2020年7月在我院行根治性切除术的201例老年结直肠癌患者进行回顾性队列分析。通过最小绝对收缩和选择算子(LASSO)回归选择免疫和营养参数,形成一种新的复合生物标志物,命名为淋巴细胞亚群- gnri (LS-GNRI)。采用Kaplan-Meier估计和Cox比例风险模型进行生存分析,评估LS-GNRI与总生存期(OS)和无病生存期(DFS)的相关性。构建LS-GNRI与多变量Cox回归相结合的预后nomogram,通过曲线下面积(area under curve, AUC)、校正图(calibration plots, CAL)、决策曲线分析(decision curve analysis, DCA)和临床影响曲线(clinical impact curves, CIC)评估预测的准确性和实用性。结果:LS-GNRI生物标志物对老年结直肠癌患者具有独立的预后意义[风险比(HR): 0.323, 95%可信区间(CI): 0.213 ~ 0.480], PRAS基因和BRAF基因具有较高的预测效能(AUC: 0.872, 95% CI: 0.807 ~ 0.936),具有临床应用价值。结论:总之,LS-GNRI是预测老年结直肠癌患者术后预后的一种可靠的复合生物标志物。此外,结合LS-GNRI、患者年龄、CEA水平、肿瘤分期、RAS基因和BRAF基因的预后图提高了老年结直肠癌患者生存预测的准确性。
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引用次数: 0
Evaluating differentiation grade as a guide for decision-making in elective neck dissection for early-stage oral squamous cell carcinoma: a population-based cohort study. 评估分化等级作为早期口腔鳞状细胞癌择期颈部清扫决策的指导:一项基于人群的队列研究
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/tcr-2025-1593
Junxu Chen, Derong Zou, Hao Zan, Xiangyu Li, Hyung Jun Kim

Background: Early-stage oral squamous cell carcinoma (OSCC) frequently poses a risk of occult lymph node metastasis, complicating neck management decisions. Elective neck dissection (END) is a critical strategy for mitigating this risk, though its criteria for selection continue to be debated. This study evaluated whether tumor differentiation can guide END decisions in early-stage OSCC.

Methods: Patients with stage I/II OSCC were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Kaplan-Meier and Cox regression analyses assessed cancer-specific survival (CSS) and overall survival (OS), comparing END and no END groups across tumor differentiation grades. Stratified analyses further examined the influence of tumor site and size on survival.

Results: Among 10,396 early-stage OSCC patients, END did not improve survival in well-differentiated tumors but significantly improved CSS and OS in moderately and poorly differentiated/undifferentiated tumors. Interaction analyses revealed that tumor site and size significantly modified END's survival benefit. Stratified analyses highlighted that END benefits patients with moderately or poorly differentiated/undifferentiated tumors, but provides limited benefit for well-differentiated, small tumors, or those located in the floor of mouth.

Conclusions: Tumor differentiation is a critical determinant of END's survival benefit in early-stage OSCC. END should be considered for patients with moderately or poorly differentiated/undifferentiated tumors but may be unnecessary in well-differentiated cases.

背景:早期口腔鳞状细胞癌(OSCC)经常有潜在淋巴结转移的风险,使颈部治疗决策复杂化。选择性颈部清扫术(END)是减轻这种风险的关键策略,尽管其选择标准仍有争议。本研究评估肿瘤分化是否可以指导早期OSCC的终末决定。方法:从监测、流行病学和最终结果(SEER)数据库中确定I/II期OSCC患者。Kaplan-Meier和Cox回归分析评估了癌症特异性生存期(CSS)和总生存期(OS),比较了不同肿瘤分化等级的END组和无END组。分层分析进一步检查了肿瘤部位和大小对生存的影响。结果:在10396例早期OSCC患者中,END没有提高高分化肿瘤患者的生存率,但显著改善中度和低分化/未分化肿瘤患者的CSS和OS。相互作用分析显示,肿瘤部位和大小显著改变了END的生存获益。分层分析强调,END对中度或低分化/未分化肿瘤患者有益,但对分化良好的小肿瘤或位于口腔底部的肿瘤的益处有限。结论:肿瘤分化是早期OSCC中END生存获益的关键决定因素。对于中度或低分化/未分化的肿瘤患者应考虑END,但对于高分化病例则可能不必要。
{"title":"Evaluating differentiation grade as a guide for decision-making in elective neck dissection for early-stage oral squamous cell carcinoma: a population-based cohort study.","authors":"Junxu Chen, Derong Zou, Hao Zan, Xiangyu Li, Hyung Jun Kim","doi":"10.21037/tcr-2025-1593","DOIUrl":"10.21037/tcr-2025-1593","url":null,"abstract":"<p><strong>Background: </strong>Early-stage oral squamous cell carcinoma (OSCC) frequently poses a risk of occult lymph node metastasis, complicating neck management decisions. Elective neck dissection (END) is a critical strategy for mitigating this risk, though its criteria for selection continue to be debated. This study evaluated whether tumor differentiation can guide END decisions in early-stage OSCC.</p><p><strong>Methods: </strong>Patients with stage I/II OSCC were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Kaplan-Meier and Cox regression analyses assessed cancer-specific survival (CSS) and overall survival (OS), comparing END and no END groups across tumor differentiation grades. Stratified analyses further examined the influence of tumor site and size on survival.</p><p><strong>Results: </strong>Among 10,396 early-stage OSCC patients, END did not improve survival in well-differentiated tumors but significantly improved CSS and OS in moderately and poorly differentiated/undifferentiated tumors. Interaction analyses revealed that tumor site and size significantly modified END's survival benefit. Stratified analyses highlighted that END benefits patients with moderately or poorly differentiated/undifferentiated tumors, but provides limited benefit for well-differentiated, small tumors, or those located in the floor of mouth.</p><p><strong>Conclusions: </strong>Tumor differentiation is a critical determinant of END's survival benefit in early-stage OSCC. END should be considered for patients with moderately or poorly differentiated/undifferentiated tumors but may be unnecessary in well-differentiated cases.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"15 1","pages":"37"},"PeriodicalIF":1.7,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12885812/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146166911","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
The WT 1-AS/miR-206 axis regulates the proliferation and migration of breast cancer through the cuproptosis related gene BCL11A. WT 1-AS/miR-206轴通过铜增生相关基因BCL11A调控乳腺癌的增殖和迁移。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-27 DOI: 10.21037/tcr-2025-1448
Jiasi Li, Huiliang Yang, Renwu Liu

Background: Breast cancer (BC) remains one of the most harmful malignancies in women, characterized by high heterogeneity, frequent recurrence, and metastasis. The competitive endogenous RNA (ceRNA) mechanism is crucial in tumor biology. While cuproptosis, a novel copper-induced cell death, shows therapeutic promise in BC, its ceRNA-associated regulatory network is largely unknown. This study aimed to identify and characterize a specific ceRNA axis involved in BC progression and to investigate its functional relationship with cuproptosis.

Methods: To explore this, we identified a potential ceRNA axis, WT1-AS/miR-206/BCL11A in BC. Its role was investigated using copper ion and reactive oxygen species (ROS) assays to evaluate cuproptosis, functional enrichment and phenotypic analyses to assess cell proliferation and migration, and luciferase reporter assays to validate molecular interactions. Rescue experiments were further conducted to delineate functional dependencies.

Results: We demonstrated that the WT1-AS/miR-206/BCL11A axis promotes BC malignancy. Suppressing BCL11A significantly increased intracellular copper levels and ROS, thereby enhancing cuproptosis. This axis was essential for driving BC cell proliferation and migration. Mechanistically, luciferase assays confirmed that the long non-coding RNA WT1-AS acts as a molecular sponge for miR-206, which in turn targets and upregulates BCL11A expression. Rescue experiments indicated that the oncogenic effects of WT1-AS are partially mediated through BCL11A.

Conclusions: Our study elucidates a novel ceRNA network, the WT1-AS/miR-206/BCL11A axis, which regulates BC progression and modulates cuproptosis. These findings provide fresh insights into BC biology and highlight potential diagnostic and therapeutic targets centered on cuproptosis regulation.

背景:乳腺癌(BC)仍然是女性最有害的恶性肿瘤之一,其特点是高异质性、易复发和转移。竞争性内源性RNA (ceRNA)机制在肿瘤生物学中起着至关重要的作用。虽然铜增生是一种新的铜诱导的细胞死亡,在BC中显示出治疗前景,但其cerna相关的调控网络在很大程度上是未知的。本研究旨在鉴定和表征参与BC进展的特定ceRNA轴,并探讨其与铜突的功能关系。方法:为了探讨这一点,我们在BC中鉴定了一个潜在的ceRNA轴WT1-AS/miR-206/BCL11A。研究人员使用铜离子和活性氧(ROS)分析来评估铜增殖,功能富集和表型分析来评估细胞增殖和迁移,荧光素酶报告基因分析来验证分子相互作用。进一步进行救援实验来描述功能依赖关系。结果:我们证明WT1-AS/miR-206/BCL11A轴促进BC恶性肿瘤。抑制BCL11A显著增加细胞内铜水平和ROS,从而促进铜沉积。该轴对驱动BC细胞增殖和迁移至关重要。在机制上,荧光素酶测定证实了长链非编码RNA WT1-AS作为miR-206的分子海绵,进而靶向和上调BCL11A的表达。救援实验表明WT1-AS的致癌作用部分是通过BCL11A介导的。结论:我们的研究阐明了一个新的ceRNA网络,即WT1-AS/miR-206/BCL11A轴,它调节BC的进展并调节cuprotic。这些发现为BC生物学提供了新的见解,并突出了以铜凸调节为中心的潜在诊断和治疗靶点。
{"title":"The WT 1-AS/miR-206 axis regulates the proliferation and migration of breast cancer through the cuproptosis related gene <i>BCL11A</i>.","authors":"Jiasi Li, Huiliang Yang, Renwu Liu","doi":"10.21037/tcr-2025-1448","DOIUrl":"10.21037/tcr-2025-1448","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer (BC) remains one of the most harmful malignancies in women, characterized by high heterogeneity, frequent recurrence, and metastasis. The competitive endogenous RNA (ceRNA) mechanism is crucial in tumor biology. While cuproptosis, a novel copper-induced cell death, shows therapeutic promise in BC, its ceRNA-associated regulatory network is largely unknown. This study aimed to identify and characterize a specific ceRNA axis involved in BC progression and to investigate its functional relationship with cuproptosis.</p><p><strong>Methods: </strong>To explore this, we identified a potential ceRNA axis, WT1-AS/miR-206/BCL11A in BC. Its role was investigated using copper ion and reactive oxygen species (ROS) assays to evaluate cuproptosis, functional enrichment and phenotypic analyses to assess cell proliferation and migration, and luciferase reporter assays to validate molecular interactions. Rescue experiments were further conducted to delineate functional dependencies.</p><p><strong>Results: </strong>We demonstrated that the WT1-AS/miR-206/BCL11A axis promotes BC malignancy. Suppressing BCL11A significantly increased intracellular copper levels and ROS, thereby enhancing cuproptosis. This axis was essential for driving BC cell proliferation and migration. Mechanistically, luciferase assays confirmed that the long non-coding RNA WT1-AS acts as a molecular sponge for miR-206, which in turn targets and upregulates BCL11A expression. Rescue experiments indicated that the oncogenic effects of WT1-AS are partially mediated through BCL11A.</p><p><strong>Conclusions: </strong>Our study elucidates a novel ceRNA network, the WT1-AS/miR-206/BCL11A axis, which regulates BC progression and modulates cuproptosis. These findings provide fresh insights into BC biology and highlight potential diagnostic and therapeutic targets centered on cuproptosis regulation.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"15 1","pages":"18"},"PeriodicalIF":1.7,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12885898/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165887","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
Integrative machine learning of hypoxia and centrosome-related gene signatures enables prognostic stratification and therapeutic insights in lung adenocarcinoma. 缺氧和中心体相关基因特征的综合机器学习使肺腺癌的预后分层和治疗见解成为可能。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-21 DOI: 10.21037/tcr-2025-1594
Zexia Zhao, Hui Du, Chaoyi Jia, Wenhao Zhao, Hua Huang, Sensen Hou, Chen Ding, Zixuan Hu, Yanan Wang, Yongwen Li, Hongyu Liu, Jun Chen

Background: Lung adenocarcinoma (LUAD), a major subtype of non-small cell lung cancer (NSCLC), exhibits significant clinical heterogeneity and commonly observed therapeutic resistance. Although hypoxia-driven tumor adaptation and centrosome-mediated genomic instability are established microenvironmental drivers, their synergistic molecular contributions to LUAD progression remain poorly characterized. Therefore, this study aims to develop an integrative machine learning (ML) model based on hypoxia and centrosome-related genes to enable prognostic stratification and provide therapeutic insights for LUAD.

Methods: We developed an integrative multi-omics framework that combines weighted gene co-expression network analysis (WGCNA) to identify key regulatory modules and single-sample gene set enrichment analysis (ssGSEA) for assessing the hypoxia and-centrosome pathway. Differential expression analysis of The Cancer Genome Atlas Lung Adenocarcinoma (TCGA-LUAD) cohorts identified hypoxia-centrosome-associated genes, which were refined via univariate Cox regression and ML to construct a prognostic signature. Clinical relevance was validated through nomogram development, tumor microenvironment (TME) profiling, mutational burden assessment, and therapeutic response prediction.

Results: A 16-gene prognostic signature was established using 306 differentially expressed genes linked to hypoxia and centrosome dysregulation. Stratification of LUAD patients into high- and low-risk groups demonstrated longer overall survival (OS) in the low-risk cohort. High-risk patients demonstrated elevated tumor mutational burden (TMB) and immunosuppressive microenvironment features, including reduced infiltration of eosinophils, immature dendritic cells, and mast cells. Risk scores were correlated with sensitivity to targeted therapy and chemotherapy.

Conclusions: Our integrative ML model uncovers hypoxia-centrosome crosstalk as a critical driver of LUAD progression. The hypoxia and centrosome score-related genes (HCSRGs) signature enables robust risk stratification and identifies actionable targets for precision oncology, providing a framework for personalized therapeutic strategies in LUAD.

背景:肺腺癌(LUAD)是非小细胞肺癌(NSCLC)的一个主要亚型,具有明显的临床异质性和常见的治疗耐药性。虽然低氧驱动的肿瘤适应和中心体介导的基因组不稳定性是确定的微环境驱动因素,但它们对LUAD进展的协同分子贡献仍然知之甚少。因此,本研究旨在开发一种基于缺氧和中心体相关基因的综合机器学习(ML)模型,以实现预后分层,并为LUAD的治疗提供见解。方法:我们开发了一个综合多组学框架,结合加权基因共表达网络分析(WGCNA)来识别关键调控模块和单样本基因集富集分析(ssGSEA)来评估缺氧和中心体途径。癌症基因组图谱肺腺癌(TCGA-LUAD)队列的差异表达分析鉴定了缺氧-中心体相关基因,通过单变量Cox回归和ML进行了细化,以构建预后特征。临床相关性通过线图开发、肿瘤微环境(TME)分析、突变负担评估和治疗反应预测得到验证。结果:利用306个与缺氧和中心体失调相关的差异表达基因,建立了一个16个基因的预后特征。将LUAD患者分层为高风险组和低风险组表明,低风险组的总生存期(OS)更长。高危患者表现出肿瘤突变负担(TMB)升高和免疫抑制微环境特征,包括嗜酸性粒细胞、未成熟树突状细胞和肥大细胞浸润减少。风险评分与对靶向治疗和化疗的敏感性相关。结论:我们的综合ML模型揭示了缺氧-中心体串扰是LUAD进展的关键驱动因素。缺氧和中心体评分相关基因(HCSRGs)特征可以实现稳健的风险分层,并确定精确肿瘤学的可操作靶点,为LUAD的个性化治疗策略提供框架。
{"title":"Integrative machine learning of hypoxia and centrosome-related gene signatures enables prognostic stratification and therapeutic insights in lung adenocarcinoma.","authors":"Zexia Zhao, Hui Du, Chaoyi Jia, Wenhao Zhao, Hua Huang, Sensen Hou, Chen Ding, Zixuan Hu, Yanan Wang, Yongwen Li, Hongyu Liu, Jun Chen","doi":"10.21037/tcr-2025-1594","DOIUrl":"10.21037/tcr-2025-1594","url":null,"abstract":"<p><strong>Background: </strong>Lung adenocarcinoma (LUAD), a major subtype of non-small cell lung cancer (NSCLC), exhibits significant clinical heterogeneity and commonly observed therapeutic resistance. Although hypoxia-driven tumor adaptation and centrosome-mediated genomic instability are established microenvironmental drivers, their synergistic molecular contributions to LUAD progression remain poorly characterized. Therefore, this study aims to develop an integrative machine learning (ML) model based on hypoxia and centrosome-related genes to enable prognostic stratification and provide therapeutic insights for LUAD.</p><p><strong>Methods: </strong>We developed an integrative multi-omics framework that combines weighted gene co-expression network analysis (WGCNA) to identify key regulatory modules and single-sample gene set enrichment analysis (ssGSEA) for assessing the hypoxia and-centrosome pathway. Differential expression analysis of The Cancer Genome Atlas Lung Adenocarcinoma (TCGA-LUAD) cohorts identified hypoxia-centrosome-associated genes, which were refined via univariate Cox regression and ML to construct a prognostic signature. Clinical relevance was validated through nomogram development, tumor microenvironment (TME) profiling, mutational burden assessment, and therapeutic response prediction.</p><p><strong>Results: </strong>A 16-gene prognostic signature was established using 306 differentially expressed genes linked to hypoxia and centrosome dysregulation. Stratification of LUAD patients into high- and low-risk groups demonstrated longer overall survival (OS) in the low-risk cohort. High-risk patients demonstrated elevated tumor mutational burden (TMB) and immunosuppressive microenvironment features, including reduced infiltration of eosinophils, immature dendritic cells, and mast cells. Risk scores were correlated with sensitivity to targeted therapy and chemotherapy.</p><p><strong>Conclusions: </strong>Our integrative ML model uncovers hypoxia-centrosome crosstalk as a critical driver of LUAD progression. The hypoxia and centrosome score-related genes (HCSRGs) signature enables robust risk stratification and identifies actionable targets for precision oncology, providing a framework for personalized therapeutic strategies in LUAD.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"15 1","pages":"40"},"PeriodicalIF":1.7,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12885927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146166436","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
Key genes and pathway differences between serrated polyps and conventional adenomas: insights from multi-omics. 锯齿状息肉和常规腺瘤的关键基因和通路差异:来自多组学的见解。
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-27 DOI: 10.21037/tcr-2025-2138
Youtao Zhou, Cuiyan Yang, Yuan Gao, Sihua Ye, Hongdan Zhou, Zikai Lin, Yuewu Fu, Xinci Ning, Chuanfeng Ke

Background: As two major colorectal cancer (CRC) pathways, serrated polyps (SP) and traditional adenomas show distinct cellular and molecular features, yet the key cell types and causal genes driving their malignant progression remain unknown. This study aimed to investigate the pivotal cellular groups and genes in the cancerous transformation of SP and traditional adenomas using multi-omics approach.

Methods: scPagwas (pathway-based polygenic regression method) was used to integrate CRC genome-wide association study (GWAS) data with single-cell sequencing in intestinal polyps, identifying cell groups and genes associated with phenotypic traits. Transcriptome-wide association studies (TWAS) analysis and fine-mapping, based on summary-level expression quantitative trait loci (eQTLs), were utilized to further screen for CRC-associated risk genes. Cell communication and gene set enrichment analysis (GSEA) determined receptor differences and pathway expression variations between SP and traditional adenomas. Mendelian randomization (MR) and phenome-wide association study analyses were used to investigate the connections between crucial genes and specific phenotypes.

Results: Serrated-specific cells (SSC) were identified as the epithelial population most strongly associated with CRC genetic risk, whereas adenoma-specific cells (ASC) showed no significant enrichment. Integrating TWAS, fine-mapping, and SMR analyses, we identified six robust risk genes-MIR4435-2HG, SMAD9, PITPNC1, LIMCH1, POU2AF2, and HES6. SSC and ASC displayed distinct transcriptional programs, with pathway analysis highlighting differences in TGF-β signaling and oxidative phosphorylation. Notably, MIR4435-2HG and SMAD9 emerged as particularly important genes, as they were consistently identified across scPagwas, TWAS and fine-mapping analyses, exhibited strong and contrasting specificity for SSC cells and ASC cells respectively, and demonstrated clear pathway relevance to serrated and conventional adenoma biology.

Conclusions: This multi-omics analysis reveals that the development of sessile serrated adenomas and conventional adenomas (CA) is associated with distinct epithelial origins, with serrated lesions linked to SSC cells and CA linked to ASC cells. These lesion-specific molecular features provide a mechanistic basis for improving preoperative detection and for developing adjunct molecular tools for high-risk polyp assessment.

背景:作为结直肠癌(CRC)的两种主要途径,锯齿状息肉(SP)和传统腺瘤表现出不同的细胞和分子特征,但驱动其恶性进展的关键细胞类型和致病基因尚不清楚。本研究旨在利用多组学方法研究SP和传统腺瘤癌变过程中的关键细胞群和基因。方法:采用scPagwas (pathway-based polygenic regression method)方法,将CRC全基因组关联研究(GWAS)数据与肠息肉单细胞测序相结合,鉴定与表型性状相关的细胞群和基因。利用转录组全关联研究(TWAS)分析和基于摘要水平表达数量性状位点(eQTLs)的精细定位,进一步筛选crc相关风险基因。细胞通讯和基因集富集分析(GSEA)确定SP和传统腺瘤之间的受体差异和途径表达变化。使用孟德尔随机化(MR)和全表型关联研究分析来研究关键基因与特定表型之间的联系。结果:锯齿状特异性细胞(SSC)被确定为与CRC遗传风险最密切相关的上皮细胞群,而腺瘤特异性细胞(ASC)则没有显著富集。综合TWAS、精细定位和SMR分析,我们确定了6个强大的风险基因——mir4435 - 2hg、SMAD9、PITPNC1、LIMCH1、POU2AF2和HES6。SSC和ASC表现出不同的转录程序,通路分析突出了TGF-β信号传导和氧化磷酸化的差异。值得注意的是,MIR4435-2HG和SMAD9是特别重要的基因,因为它们在scPagwas、TWAS和精细定位分析中被一致地鉴定出来,分别对SSC细胞和ASC细胞表现出强烈的对比特异性,并显示出与锯齿状和传统腺瘤生物学清晰的通路相关性。结论:这项多组学分析显示,无柄锯齿状腺瘤和常规腺瘤(CA)的发展与不同的上皮起源有关,锯齿状病变与SSC细胞有关,CA与ASC细胞有关。这些病变特异性分子特征为改进术前检测和开发辅助分子工具进行高风险息肉评估提供了机制基础。
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引用次数: 0
Tumor microenvironment-guided targeted and immunotherapy in anaplastic thyroid cancer: a literature review from preclinical models to clinical translation. 肿瘤微环境引导的间变性甲状腺癌靶向免疫治疗:从临床前模型到临床转化的文献综述
IF 1.7 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-31 Epub Date: 2026-01-20 DOI: 10.21037/tcr-2025-1882
Hong Kang, Shizhen Wu, Hao Gong, Fei Li

Background and objective: Anaplastic thyroid cancer (ATC) is among the most aggressive human malignancies, with a median survival of 3-6 months. The tumor microenvironment (TME) drives progression and therapeutic resistance. We provide a narrative literature review integrating preclinical and clinical advances in TME-guided targeted therapy and immunotherapy.

Methods: We systematically searched PubMed and Web of Science Core Collection for English-language studies on ATC TME, targeted therapy, and immunotherapy (January 2020-August 2025). Search strategies combined Medical Subject Headings (MeSH) terms and free-text keywords. We included preclinical and clinical original research while excluding reviews, editorials, and conference abstracts.

Key content and findings: We synthesized 129 studies: 69 preclinical targeted-therapy, 19 clinical targeted-therapy, 13 preclinical immunotherapy, 6 clinical immunotherapy, and 22 clinical combination-therapy studies. ATC features a paradoxical TME with concurrent immune activation and suppression. Tertiary lymphoid structures and C-X-C motif chemokine ligand 13 (CXCL13)+ T cells emerge as immunotherapy biomarkers. In BRAF-mutant disease, BRAF/mitogen-activated protein kinase (MEK) inhibitors plus immune checkpoint inhibitors extended median survival from 9 to 17 months, with neoadjuvant reporting reaching 63 months. For non-targetable mutations, anti-angiogenic tyrosine kinase inhibitors (TKIs) plus immunotherapy achieved 66% complete response rates. TME-guided neoadjuvant combinations converted 38.9% of unresectable cases to resectable disease.

Conclusions: This review provides clinicians with decision-making frameworks for TME-based treatment selection and identifies future research directions. Future directions include TME-stratified trials, biomarker standardization, and development of streamlined treatment algorithms to translate these advances into routine practice.

背景和目的:间变性甲状腺癌(ATC)是最具侵袭性的人类恶性肿瘤之一,中位生存期为3-6个月。肿瘤微环境(TME)驱动进展和治疗耐药性。我们对tme引导的靶向治疗和免疫治疗的临床前和临床进展进行了综述。方法:系统检索PubMed和Web of Science Core Collection中关于ATC TME、靶向治疗和免疫治疗的英文研究(2020年1月- 2025年8月)。结合医学主题词和自由文本关键词的搜索策略。我们纳入临床前和临床原始研究,排除综述、社论和会议摘要。主要内容和发现:我们综合了129项研究:临床前靶向治疗69项,临床靶向治疗19项,临床前免疫治疗13项,临床免疫治疗6项,临床联合治疗22项。ATC具有自相矛盾的TME,同时具有免疫激活和抑制。三级淋巴结构和C-X-C基序趋化因子配体13 (CXCL13)+ T细胞成为免疫治疗的生物标志物。在BRAF突变疾病中,BRAF/丝裂原活化蛋白激酶(MEK)抑制剂加免疫检查点抑制剂将中位生存期从9个月延长至17个月,新辅助报告达到63个月。对于非靶向突变,抗血管生成酪氨酸激酶抑制剂(TKIs)加免疫治疗达到66%的完全缓解率。tme引导下的新辅助组合将38.9%的不可切除病例转化为可切除的疾病。结论:本综述为临床医生提供了基于tme的治疗选择的决策框架,并确定了未来的研究方向。未来的方向包括tme分层试验,生物标志物标准化,以及将这些进展转化为常规实践的简化治疗算法的发展。
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Translational cancer research
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