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Trends and projections of global testicular cancer burden from 1990 to 2035. 1990年至2035年全球睾丸癌负担趋势与预测。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1634710
Changkun Mao, Chengpin Tao, Chao Yang, Jian Shen, Guangyuan Li

Background: Testicular cancer (TC) is the most common malignancy in young men, with incidence increasing globally, especially in high-income countries. Although survival has improved due to advances in diagnosis and treatment, disparities in TC burden remain. This study analyzes global, regional, and national trends in TC incidence, mortality, and disability-adjusted life years (DALYs) from 1990 to 2021, and projects future trends to 2035.

Methods: Data were obtained from the Global Burden of Disease (GBD) 2021 database. Incidence, mortality, and DALY rates per 100,000 population were calculated with 95% uncertainty intervals (UIs). Trend analysis used Joinpoint regression and estimated annual percentage change (EAPC). Decomposition analysis identified drivers of burden changes. A Bayesian age-period-cohort (BAPC) model projected future burden.

Results: In 2021, there were 91,507 TC cases, 11,388 deaths, and 560,921 DALYs globally. From 1990 to 2021, cases rose by 136%, deaths by 49%, and DALYs by 44%. Incidence increased from 1.45 to 2.31 per 100,000. The middle socio-demographic index (SDI) region showed the highest EAPCs for incidence (4.34%), mortality (1.07%), and DALYs (0.92%). The Caribbean had the fastest-growing incidence (EAPC = 5.71%). Nationally, the U.S. had the most cases (11,845), Monaco the highest incidence (32.89/100,000), and Qatar the steepest rise (EAPC = 10.25%). By 2035, incidence is projected to rise further, while mortality and DALY rates may decline.

Conclusion: The global burden of TC has increased markedly since 1990, especially in middle-SDI regions and the Caribbean. Although some areas have seen improvements, rising incidence highlights the need for targeted prevention and optimized care strategies.

背景:睾丸癌(TC)是年轻男性中最常见的恶性肿瘤,其发病率在全球范围内呈上升趋势,尤其是在高收入国家。尽管由于诊断和治疗的进步,生存率有所提高,但在TC负担方面仍然存在差异。本研究分析了1990年至2021年全球、地区和国家TC发病率、死亡率和残疾调整生命年(DALYs)的趋势,并预测了到2035年的未来趋势。方法:数据来自全球疾病负担(GBD) 2021数据库。以95%的不确定区间(UIs)计算每10万人的发病率、死亡率和DALY率。趋势分析采用Joinpoint回归和估计的年百分比变化(EAPC)。分解分析确定了负担变化的驱动因素。贝叶斯年龄-时期-队列(BAPC)模型预测了未来的负担。结果:2021年,全球共有91,507例TC病例,11,388例死亡,560,921例DALYs。从1990年到2021年,病例增加了136%,死亡增加了49%,伤残调整生命年增加了44%。发病率从每10万人1.45上升到2.31。中等社会人口指数(SDI)区域的EAPCs最高,分别为发病率(4.34%)、死亡率(1.07%)和DALYs(0.92%)。加勒比地区的发病率最快(EAPC = 5.71%)。从全国来看,美国病例最多(11845例),摩纳哥发病率最高(32.89/10万),卡塔尔上升最快(EAPC = 10.25%)。到2035年,预计发病率将进一步上升,而死亡率和残疾自理年数可能下降。结论:自1990年以来,全球TC负担显著增加,特别是在sdi中部地区和加勒比地区。尽管一些地区有所改善,但发病率的上升凸显了有针对性的预防和优化护理战略的必要性。
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引用次数: 0
Astragalus small molecules protect BMSCs from radiation-induced bystander effect and enhance lung cancer radiosensitivity via the primary cilium/TGF-βR1/Smad3 pathway. 黄芪小分子通过初级纤毛/TGF-βR1/Smad3通路保护骨髓间充质干细胞免受辐射诱导的旁观者效应,增强肺癌放射敏感性。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1732029
Zhiming Miao, Mengyuan Wu, Sichao Dai, Xin Wang, Yang Yang Li, Fuxian Liu, Zhiwei Liu, Liying Zhang, Yongqi Liu
<p><strong>Background: </strong>Radiotherapy is an important treatment for lung cancer. However, in the course of radiotherapy, treatment-related side effects and decreased radiosensitivity remain challenging issues. TGF-βR1 can induce radiation-induced bystander effect (RIBE) through the primary cilia; however, this mechanism needs to be further elucidated. At present, traditional Chinese medicine (TCM) shows great advantages in protecting against RIBE, in which <i>Astragalus</i> and its related formulations show good protective effects against radiation; however, the mechanisms by which <i>Astragalus</i> exerts these protective effects are unknown. Therefore, this study aims to investigate the molecular mechanisms by which TGF-βR1 exerts RIBE through the primary cilia, enhancing radiosensitivity, and to reveal the therapeutic effects of small molecules derived from <i>Astragalus membranaceus</i> via this pathway.</p><p><strong>Methods: </strong>A co-culture model of A549 cells and bone marrow mesenchymal stem cells (BMSCs) was established, and network pharmacology was employed to identify key proteins involved in the repair of radiation-induced DNA damage in BMSCs. The role of the primary cilium/TGF-βR1 pathway in the repair of radiation-induced DNA damage in adjacent BMSCs was investigated using immunofluorescence and Western blot techniques. Molecular docking technology was utilized to screen effective small molecules from <i>Astragalus</i> that target the primary cilium/TGF-βR1 pathway. The screened effective small molecules were then combined, and their effects on radiation-induced bystander effect in neighboring BMSCs were studied through the CCK-8 assay, colony formation assay, apoptosis assay, cell cycle analysis, immunofluorescence, and Western blot experiments.</p><p><strong>Results: </strong>The core differentially expressed gene IFT88 was identified by bioinformatics analysis. In the co-culture model with BMSCs following A549 irradiation with 2 Gy of X-ray, BMSCs were inhibited. After irradiation, TGF-βR1, IFT88, and RAD51 were abnormally activated in the adjacent BMSCs. However, after knockdown of IFT88 (SiIFT88), the protein expressions of TGF-βR1 and RAD51 were significantly decreased. Based on molecular docking screening for TGF-βR1 and IFT88 using the <i>Astragalus</i> small molecule compounds vanillic acid and 3-hydroxy-9,10-dimethoxy rosewood, the expression of TGF-βR1 and RAD51 proteins and the number of primary cilia were decreased by the intervention of these two small molecules alone or in combination with radiation in paracellular and lung cancer cells, but the expression level of TGF-βR1 was not affected.</p><p><strong>Conclusion: </strong>Primary cilia play a key role in the repair of radiation-induced DNA damage in adjacent BMSCs and in enhancing the radiosensitivity of lung cancer. Vanillic acid and rosewood in <i>A. membranaceus</i> small molecules can regulate DNA damage in BMSCs through the TGF-βR1/primary cilia.</
背景:放射治疗是肺癌的重要治疗手段。然而,在放疗过程中,治疗相关的副作用和放射敏感性降低仍然是具有挑战性的问题。TGF-βR1可通过初级纤毛诱导辐射诱导旁观者效应(RIBE);然而,这一机制还有待进一步阐明。目前,中药在预防RIBE方面显示出很大的优势,其中黄芪及其相关制剂对辐射的防护效果较好;然而,黄芪发挥这些保护作用的机制尚不清楚。因此,本研究旨在探讨TGF-βR1通过初级纤毛发挥RIBE,增强放射敏感性的分子机制,并通过该途径揭示黄芪小分子的治疗作用。方法:建立A549细胞与骨髓间充质干细胞(BMSCs)共培养模型,采用网络药理学方法鉴定辐射诱导的骨髓间充质干细胞DNA损伤修复关键蛋白。采用免疫荧光和Western blot技术研究原发性纤毛/TGF-βR1通路在邻近骨髓间充质干细胞辐射诱导DNA损伤修复中的作用。利用分子对接技术筛选黄芪中靶向初级纤毛/TGF-βR1通路的有效小分子。然后将筛选出的有效小分子组合,通过CCK-8实验、集落形成实验、细胞凋亡实验、细胞周期分析、免疫荧光和Western blot实验研究其对邻近BMSCs辐射诱导的旁观者效应的影响。结果:通过生物信息学分析鉴定出核心差异表达基因IFT88。在2 Gy x射线照射A549后的骨髓间充质干细胞共培养模型中,骨髓间充质干细胞受到抑制。照射后,邻近BMSCs中TGF-βR1、IFT88、RAD51异常活化。而敲低IFT88 (SiIFT88)后,TGF-βR1和RAD51蛋白表达明显降低。利用黄芪小分子化合物香草酸和3-羟基-9,10-二甲氧基紫檀对TGF-βR1和IFT88进行分子对接筛选,发现单独或联合辐射干预可降低细胞旁细胞和肺癌细胞中TGF-βR1和RAD51蛋白的表达和初生纤毛的数量,但不影响TGF-βR1的表达水平。结论:原发性纤毛在修复邻近骨髓间充质干细胞DNA损伤和增强肺癌放射敏感性中起关键作用。香草酸和紫檀小分子可以通过TGF-βR1/初级纤毛调控骨髓间充质干细胞的DNA损伤。
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引用次数: 0
The dual regulatory role of METTL14-mediated m6A modification in tumorigenesis and its underlying mechanisms. mettl14介导的m6A修饰在肿瘤发生中的双重调节作用及其潜在机制。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1771313
Yulan Yang, Lemuge Chao, Xudong Ao, Junqing Liang

N6-methyladenosine (m6A), as the most abundant RNA epitranscriptional modification in eukaryotes, its key component of the methyltransferase complex, METTL14, not only cooperates in catalyzing m6A deposition but also has functions independent of methyltransferase activity. This article systematically reviews the dual regulatory role of METTL14 in tumors and its molecular mechanisms, mainly organizing the relevant research in a logical sequence of "tumor suppressive effect - tumor promoting effect - controversial or context-dependent". Studies have shown that METTL14 often plays a tumor suppressive role in tumors such as hepatocellular carcinoma and colorectal cancer, while in pancreatic cancer and nasopharyngeal carcinoma, it mostly promotes malignant progression, showing a high degree of context dependence. This article focuses on two key mechanisms: on the one hand, METTL14 precisely regulates the processing, stability, and function of non-coding RNAs (including miRNAs, lncRNAs, and circRNAs) through m6A modification, reshaping the competitive endogenous RNA (ceRNA) network; on the other hand, it shapes an immunosuppressive tumor microenvironment by directly upregulating immune checkpoints such as PD-L1, mediating metabolism-immune interactions, and regulating the function of immune cells. Its functional duality also stems from the selective regulation of key pathways such as PI3K/AKT, as well as the differential interpretation by different m6A readers (such as YTHDF2 and IGF2BPs). Given the close association of these mechanisms with clinical prognosis, the expression level of METTL14 shows significant potential as a prognostic marker and therapeutic target; in the future, it is necessary to combine single-cell multi-omics and other technologies to analyze its dynamic regulatory network in specific tumor contexts and explore precise treatment strategies based on synthetic lethality or targeting downstream effector molecules.

n6 -甲基腺苷(n6 - methylladenosine, m6A)作为真核生物中含量最多的RNA表转录修饰物,其甲基转移酶复合体的关键组分METTL14不仅协同催化m6A沉积,而且具有独立于甲基转移酶活性的功能。本文系统综述了METTL14在肿瘤中的双重调控作用及其分子机制,主要按照“抑瘤作用-促瘤作用-争议性或情境依赖性”的逻辑顺序组织相关研究。研究表明,METTL14在肝细胞癌、结直肠癌等肿瘤中常发挥抑瘤作用,而在胰腺癌、鼻咽癌中则多促进恶性进展,表现出高度的语境依赖性。本文重点研究了两个关键机制:一方面,METTL14通过m6A修饰,精确调控非编码RNA(包括miRNAs、lncRNAs和circRNAs)的加工、稳定性和功能,重塑竞争性内源性RNA (ceRNA)网络;另一方面,它通过直接上调PD-L1等免疫检查点,介导代谢-免疫相互作用,调节免疫细胞的功能,形成免疫抑制的肿瘤微环境。其功能的二重性还源于PI3K/AKT等关键通路的选择性调控,以及不同m6A解读器(如YTHDF2和igf2bp)的差异解读。鉴于这些机制与临床预后密切相关,METTL14的表达水平显示出作为预后标志物和治疗靶点的巨大潜力;未来有必要结合单细胞多组学等技术,分析其在特定肿瘤背景下的动态调控网络,探索基于合成致死性或靶向下游效应分子的精准治疗策略。
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引用次数: 0
Case Report: Complete remission of refractory Langerhans cell sarcoma following CLAG-M chemotherapy and allogeneic hematopoietic stem cell transplant. 病例报告:CLAG-M化疗和异体造血干细胞移植后难治性朗格汉斯细胞肉瘤完全缓解。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1714214
Aubree Mades, Lydia Chow, Alireza Ghezavati, Amir Ali, Kimberly Schiff, Lakshmi Savitala-Damerla, Imran Siddiqi, Brandon Tang, George Yaghmour

Langerhans Cell Sarcoma (LCS) is an extremely rare and aggressive neoplasm with limited consensus on optimal treatment. We report the case of a 56-year-old woman with refractory Langerhans Cell Histiocytosis (LCH) that transformed into Langerhans Cell Sarcoma (LCS) who achieved complete remission following chemotherapy with cladribine, high-dose cytarabine, G-CSF, and mitoxantrone (CLAG-M), and subsequent allogeneic hematopoietic stem cell transplantation (HSCT). This case highlights the potential role of allogeneic HSCT as an effective therapeutic option for refractory LCS and underscores the importance of reporting additional cases to guide future management strategies in this rare malignancy.

朗格汉斯细胞肉瘤(LCS)是一种极其罕见的侵袭性肿瘤,目前对最佳治疗方法的共识有限。我们报告一位56岁的难治性朗格汉斯细胞组织细胞增多症(LCH)转化为朗格汉斯细胞肉瘤(LCS)的女性患者,她在使用克拉德宾、高剂量阿糖胞苷、G-CSF和米托蒽酮(CLAG-M)化疗和随后的异体造血干细胞移植(HSCT)后完全缓解。该病例强调了同种异体造血干细胞移植作为难治性LCS的有效治疗选择的潜在作用,并强调了报告其他病例对指导这种罕见恶性肿瘤未来管理策略的重要性。
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引用次数: 0
Dynamic monitoring of immunoglobulin G as a prognostic indicator after curative resection in high-risk stage II-III colorectal cancer: a retrospective cohort study. 动态监测免疫球蛋白G作为高危II-III期结直肠癌根治性切除后的预后指标:一项回顾性队列研究
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1753074
Junyi Sun, Feng Guo, Yinfang Guo, Ni Wang, Jiangxue Feng

Background: Reliable markers for predicting postoperative recurrence in high-risk stage II-III colorectal cancer remain limited. Dynamic changes in immunoglobulin G (IgG) may provide prognostic information beyond carcinoembryonic antigen (CEA).

Methods: This single-centre retrospective cohort study included 192 patients with high-risk stage II or III colorectal cancer who underwent curative resection between January 2021 and June 2023. The study evaluated whether dynamic postoperative monitoring of serum IgG predicts 2-year disease-free survival (DFS) compared with CEA. Serial IgG and CEA measurements within 24 months were categorised as favourable or unfavourable trajectories based on predefined thresholds and temporal trends. Patients were further stratified into four groups according to combined IgG and CEA dynamics. Survival was assessed using Kaplan-Meier analysis and Cox regression models.

Results: Among 192 eligible patients, 60 (31.3%) experienced recurrence or death within 2 years. Unfavourable IgG trajectories (n=82) were associated with significantly lower 2-year DFS than favourable trajectories (55% [95% CI 44-65] vs 82% [95% CI 73-88], log-rank P<0.01). CEA trajectories showed only borderline separation (67% [95% CI 55-77] vs 79% [95% CI 71-85], log-rank P = 0.06). Patients with both unfavourable IgG and CEA trajectories had the poorest outcomes (2-year DFS 31% [95% CI 16-47]). In multivariable analysis, an unfavourable IgG trajectory independently predicted recurrence or death (HR 2.05, 95% CI 1.32-3.18), whereas CEA trajectory was not significant.

Conclusion: Dynamic postoperative IgG monitoring is independently associated with disease recurrence in high-risk stage II-III colorectal cancer and offers incremental prognostic value beyond CEA. Incorporating serial IgG measurements may enhance postoperative risk stratification, although confirmation in prospective multicentre studies is warranted.

背景:预测高危II-III期结直肠癌术后复发的可靠指标仍然有限。免疫球蛋白G (IgG)的动态变化可能提供癌胚抗原(CEA)以外的预后信息。方法:这项单中心回顾性队列研究纳入了192例高危II期或III期结直肠癌患者,这些患者于2021年1月至2023年6月期间接受了治愈性切除术。该研究评估了与CEA相比,术后动态监测血清IgG是否能预测2年无病生存(DFS)。根据预定义的阈值和时间趋势,将24个月内的连续IgG和CEA测量分为有利或不利的轨迹。根据IgG和CEA的联合动态将患者进一步分为4组。生存率采用Kaplan-Meier分析和Cox回归模型进行评估。结果:192例符合条件的患者中,60例(31.3%)在2年内复发或死亡。不利的IgG轨迹(n=82)与有利的2年DFS显著降低相关(55% [95% CI 44-65] vs 82% [95% CI 73-88]), log-rank p结论:术后动态IgG监测与高风险II-III期结直肠癌的疾病复发独立相关,并提供CEA以外的增量预后价值。尽管在前瞻性多中心研究中得到证实,但采用系列IgG测量可能会增强术后风险分层。
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引用次数: 0
Two case reports of eosinophilic fasciitis with onset after immune checkpoint inhibitor cessation. 停止免疫检查点抑制剂后发病的嗜酸性筋膜炎2例报告。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1613243
Christopher F Theriau, Nancy Maltez, Niloufar Hosseini, Stephanie Petkiewicz, Xinni Song, Michael Ong

Immune checkpoint inhibitors (ICIs) are known to cause a wide spectrum of immune-related adverse events (irAEs). Among these, eosinophilic fasciitis (EF) is a rare, fibrosing disorder causing inflammatory infiltration of subcutaneous fat and fascia. It is characterized clinically by edema and subsequent induration and tightening of the skin and subcutaneous tissues. Several case reports have documented EF secondary to ICIs in patients on active treatment. Herein, we present two cases of delayed EF following treatment cessation with avelumab for metastatic urothelial carcinoma (Case 1) and following adjuvant nivolumab completion for stage IIIC melanoma (Case 2). Both patients had typical exam findings including erythema/edema of the extremities and trunk and diffuse thickening of subcutaneous fat and fascia, leading to severe respiratory restriction in Case 1. Both patients were diagnosed with EF by full-thickness skin biopsy showing sclerosis and lymphocytic infiltration of the subcutaneous fat and/or fascia. Only one of the two patients presented with definite eosinophilia. Both cases were treated with glucocorticoids and had early recurrence of symptoms post steroid taper, necessitating subsequent protracted steroid and steroid sparing agent use. Overall, we demonstrate the importance of considering delayed irAEs, specifically autoimmune fibrotic skin diseases even when ICI therapy has been discontinued. We underscore the need for collaboration between oncology and rheumatology as the scope of ICI treatments for cancer continues to expand.

已知免疫检查点抑制剂(ICIs)可引起广泛的免疫相关不良事件(irAEs)。其中,嗜酸性筋膜炎(EF)是一种罕见的纤维化疾病,引起皮下脂肪和筋膜的炎症浸润。它的临床特征是水肿和随后的皮肤和皮下组织硬化和收紧。一些病例报告记录了积极治疗的患者继发于ICIs的EF。在此,我们报告了两例延迟EF的病例,分别是在停止使用avelumab治疗转移性尿路上皮癌(病例1)和完成辅助使用nivolumab治疗IIIC期黑色素瘤(病例2)后。两例患者均有典型的检查结果,包括四肢和躯干红斑/水肿,皮下脂肪和筋膜弥漫性增厚,病例1导致严重的呼吸限制。两例患者均通过全层皮肤活检诊断为EF,显示硬化和皮下脂肪和/或筋膜淋巴细胞浸润。两名患者中只有一名表现出明确的嗜酸性粒细胞增多。两例患者均接受糖皮质激素治疗,在类固醇减量后症状早期复发,需要随后长期使用类固醇和类固醇保留剂。总之,我们证明了考虑延迟性irae的重要性,特别是自身免疫性纤维化皮肤病,即使ICI治疗已经停止。随着ICI治疗癌症的范围不断扩大,我们强调肿瘤学和风湿学之间合作的必要性。
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引用次数: 0
Artificial neural network-based immune biomarker signature predicts pathological complete response to neoadjuvant chemotherapy in HER2-negative breast cancer. 基于人工神经网络的免疫生物标志物标记预测her2阴性乳腺癌新辅助化疗的病理完全反应。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1781380
Yulong Zhang, Shitang Nong, Suai Deng, Qiyuan Su, Jiao Lu, Dalang Fang, Shihuan Qin, Yanfei Ma

Background: Neoadjuvant chemotherapy (NAC) is widely used in early-stage and locally advanced HER2-negative breast cancer, yet pathological complete response (pCR) is achieved in only a subset of patients. Reliable pretreatment biomarkers for predicting pCR are lacking, particularly for patients treated with standard anthracycline- and taxane-based regimens. Increasing evidence indicates that chemotherapy efficacy is closely linked to the tumor immune microenvironment, suggesting that immune-related molecular signatures may improve response prediction.

Methods: A total of 2,385 pretreatment HER2-negative breast cancer patients from ten GEO cohorts were included. GSE194040 (n = 743) was used for training, and nine independent cohorts (n = 1,642) were used for external validation. Differential expression analysis was performed separately in hormone receptor positive and negative subgroups, and genes showing concordant regulation between pCR and non-pCR cases were identified. Weighted gene co-expression network analysis (WGCNA) was applied to detect pCR-associated gene modules. Immune-related genes curated from the ImmPort database were intersected with candidate genes, followed by feature selection using least absolute shrinkage and selection operator regression, random forest, and support vector machine recursive feature elimination. An artificial neural network (ANN) model was constructed based on overlapping features and evaluated using receiver operating characteristic analysis. Immune infiltration was estimated by CIBERSORT, and transcription factor, competing endogenous RNA, and drug enrichment analyses were performed. Key genes were further validated by quantitative real-time PCR in pretreatment tumor tissues.

Results: Five immune-related genes (CCL2, CXCL10, CXCL13, HLA-E, and IGKV1D-8) were identified as robust predictors of pCR and used to build the ANN model. The model achieved an area under the curve of 0.858(95% CI: 0.829-0.888) in the training cohort and 0.773 (95% CI: 0.735-0.808) in the external validation cohorts, demonstrating s predictive performance across independent datasets. High expression of the five-gene signature was associated with increased infiltration of cytotoxic and antigen-presenting immune cells, consistent with an immune-activated tumor microenvironment, and was confirmed by qRT-PCR analysis.

Conclusion: This study establishes a rigorously validated ANN-based immune gene signature for predicting response to neoadjuvant chemotherapy in HER2-negative breast cancer, providing a potential tool for pretreatment risk stratifictableation and individualized therapeutic decision-making.

背景:新辅助化疗(NAC)广泛用于早期和局部晚期her2阴性乳腺癌,但病理完全缓解(pCR)仅在一小部分患者中实现。目前缺乏预测pCR的可靠预处理生物标志物,特别是对于使用标准蒽环类药物和紫杉烷治疗方案的患者。越来越多的证据表明,化疗疗效与肿瘤免疫微环境密切相关,提示免疫相关的分子特征可能改善反应预测。方法:共纳入来自10个GEO队列的2385例预处理her2阴性乳腺癌患者。GSE194040 (n = 743)用于训练,9个独立队列(n = 1642)用于外部验证。分别在激素受体阳性亚组和阴性亚组中进行差异表达分析,鉴定出pCR和非pCR病例之间具有一致调控的基因。采用加权基因共表达网络分析(WGCNA)检测pcr相关基因模块。从import数据库中筛选的免疫相关基因与候选基因相交,然后使用最小绝对收缩和选择算子回归、随机森林和支持向量机递归特征消除进行特征选择。基于重叠特征构建人工神经网络模型,并利用接收机工作特性分析对其进行评价。通过CIBERSORT估计免疫浸润,并进行转录因子、竞争内源性RNA和药物富集分析。在预处理肿瘤组织中,通过实时荧光定量PCR进一步验证关键基因。结果:5个免疫相关基因(CCL2、CXCL10、CXCL13、HLA-E和IGKV1D-8)被确定为pCR的稳健预测因子,并用于构建ANN模型。该模型在训练队列中的曲线下面积为0.858(95% CI: 0.829-0.888),在外部验证队列中的曲线下面积为0.773 (95% CI: 0.735-0.808),显示出跨独立数据集的预测性能。这5个基因特征的高表达与细胞毒性和抗原呈递免疫细胞的浸润增加有关,与免疫激活的肿瘤微环境相一致,并通过qRT-PCR分析得到证实。结论:本研究建立了一个严格验证的基于ann的免疫基因标记,用于预测her2阴性乳腺癌对新辅助化疗的反应,为预处理风险分层和个体化治疗决策提供了潜在的工具。
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引用次数: 0
Correction: Cross-disciplinary communication between oral and gut microbiota in head and neck cancer. 更正:口腔和肠道微生物群在头颈癌中的跨学科交流。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1805307
Xinhua Lin, Hanbin Qin, Zhonglu Liu, Xin Zhao, Xuexia Liu, Hua Zhang

[This corrects the article DOI: 10.3389/fonc.2026.1740060.].

[这更正了文章DOI: 10.3389/fonc.2026.1740060.]。
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引用次数: 0
A foundation model-based multi-instance learning framework for accurate prediction of lymph node metastasis in prostate cancer from whole slide images. 基于基础模型的多实例学习框架,用于从整个幻灯片图像中准确预测前列腺癌淋巴结转移。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1775750
Guang Zeng, Weiwei Li, Haonan Mei, Ran Du

Background: Nodal involvement (N stage) is a key prognostic factor in prostate cancer (PCa). Conventional imaging and histopathology often have limited sensitivity and inter-observer variability. AI-based computational pathology, using multi-instance learning (MIL) and foundation models, offers a promising approach for accurate and interpretable N stage prediction from H&E-stained whole slide images (WSIs).

Methods: In this multicenter retrospective study, we developed a weakly supervised deep learning framework integrating MIL with domain-adapted foundation model encoders (UNI-v2, CONCH, ResNet-50) to predict N stage. WSIs from 280 RHWU patients were used for training and 306 TCGA patients for external validation. Attention heatmaps enabled interpretability, while transcriptomic analyses explored molecular correlates via differential expression and bioinformation analysis.

Results: The UNI-v2-based model achieved the highest performance (AUC 0.879 in RHWU, 0.850 in TCGA), surpassing CONCH and ResNet-50. Attention heatmaps highlighted tumor-stromal interfaces and poorly differentiated tumor clusters. Transcriptomic analysis identified 94 differentially expressed genes; upregulated genes were enriched in cell cycle, and immune pathways, while downregulated genes involved ion transport and metabolism.

Conclusions: This AI-MIL framework accurately predicts nodal involvement in PCa and provides biologically interpretable insights, supporting its potential as a precision oncology tool for risk stratification and treatment planning.

背景:淋巴结受累(N期)是前列腺癌(PCa)预后的关键因素。传统的影像学和组织病理学通常具有有限的敏感性和观察者之间的可变性。基于人工智能的计算病理学,使用多实例学习(MIL)和基础模型,为从h&e染色的整个幻灯片图像(wsi)中准确和可解释的N期预测提供了一种有前途的方法。方法:在这项多中心回顾性研究中,我们开发了一个弱监督深度学习框架,将MIL与领域适应基础模型编码器(UNI-v2, CONCH, ResNet-50)集成在一起,以预测N期。280例RHWU患者的wsi用于培训,306例TCGA患者用于外部验证。注意热图使可解释性,而转录组学分析通过差异表达和生物信息分析探索分子相关性。结果:基于uni -v2的模型获得了最高的性能(RHWU的AUC为0.879,TCGA的AUC为0.850),超过了CONCH和ResNet-50。注意热图突出肿瘤-间质界面和低分化肿瘤簇。转录组学分析鉴定出94个差异表达基因;上调基因富集于细胞周期和免疫通路,下调基因参与离子转运和代谢。结论:该AI-MIL框架可准确预测前列腺癌的淋巴结参与,并提供生物学上可解释的见解,支持其作为精确肿瘤风险分层和治疗计划工具的潜力。
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引用次数: 0
Case Report: Molecular diagnostics and clinical courses of two adult spinal pilocytic astrocytoma long-term survivors with GTF2I::BRAF fusion. 病例报告:2例GTF2I::BRAF融合的成人毛细胞星形细胞瘤长期幸存者的分子诊断和临床过程。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2026-03-04 eCollection Date: 2026-01-01 DOI: 10.3389/fonc.2026.1670639
Lorenzo Argao, Pinar E Zerk, Hsiang-Chih Lu, Zied Abdullaev, Martha Quezado, Michelle L Cassidy, Bennett Mclver, Anna Choi, Marissa Panzer, Renee Tweneboah-Koduah, Lily Polskin, Marta Penas-Prado, Paul Park, Nathan Clarke, Kenneth Aldape, Jacob Mandel, Byram H Ozer

Introduction: Pilocytic astrocytomas are driven by BRAF and mitogen-activated protein kinase (MAPK) alterations, typically KIAA1549::BRAF fusions. A rare GTF2I::BRAF fusion has been described, but little is known about these cases.

Case report: Here, we report two cases with GTF2I::BRAF fusions. Case 1 is a 36-year-old man initially diagnosed with myxopapillary ependymoma at the conus medullaris with three recurrences over 23 years requiring two surgeries, three rounds of radiation therapy, and one round of lapatinib/temozolomide. A distant disease focus in T3/T4 was sampled and tested with modern diagnostic techniques revealing a pilocytic astrocytoma on histology and methylation profiling. The patient has subsequently had stable clinical and radiographic findings. Case 2 is another 36-year-old man initially diagnosed with meningitis and later neurosarcoid who underwent biopsy after 12 years when his spinal leptomeningeal disease continued to progress and an intraventricular non-enhancing nodule emerged as a separate focus. Sampling of the leptomeningeal disease led to a diagnosis of pilocytic astrocytoma by histology and a divergent methylation profile. The patient has remained neurologically stable under radiographic surveillance without any intervention.

Results: Radiographic, histological, and molecular data are presented for both cases and compared against the only other reported GTF2I::BRAF CNS case, as well as canonical versions of pilocytic astrocytoma.

Conclusion: To our knowledge, this is only the second case series highlighting a unique GTF2I::BRAF fusion and the first to describe it in adults in a spinal location. The manuscript contributes documentation of a rare fusion and tumor presentation to guide clinicians and potential research avenues.

毛细胞星形细胞瘤是由BRAF和丝裂原活化蛋白激酶(MAPK)改变驱动的,典型的是KIAA1549::BRAF融合。一种罕见的GTF2I::BRAF融合已被描述,但对这些病例知之甚少。病例报告:在这里,我们报告两例GTF2I::BRAF融合。病例1是一名36岁的男性,最初被诊断为髓圆锥黏液乳头状室管膜瘤,在23年中三次复发,需要两次手术,三轮放射治疗和一轮拉帕替尼/替莫唑胺。对T3/T4远处病变病灶进行取样,并采用现代诊断技术进行检测,在组织学和甲基化谱上显示为毛细胞星形细胞瘤。患者随后有稳定的临床和影像学表现。病例2是另一名36岁的男性,最初诊断为脑膜炎,后来诊断为神经肉瘤,12年后,当他的脊髓轻脑膜疾病继续进展,脑室内出现一个非强化结节作为单独的病灶时,他接受了活检。轻脑膜疾病的抽样导致毛细胞星形细胞瘤的诊断通过组织学和不同的甲基化谱。在没有任何干预的情况下,患者在影像学监测下保持神经系统稳定。结果:这两个病例的影像学、组织学和分子数据都得到了报告,并与其他唯一报道的GTF2I::BRAF中枢神经系统病例以及毛细胞星形细胞瘤的标准版本进行了比较。结论:据我们所知,这只是第二个突出独特的GTF2I::BRAF融合的病例系列,也是第一个描述成人脊柱位置的病例系列。该手稿有助于罕见的融合和肿瘤的介绍文件,以指导临床医生和潜在的研究途径。
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引用次数: 0
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Frontiers in Oncology
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