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Longitudinal Impact of Urinary Diversion on Health-Related Quality of Life After Radical Cystectomy: A Multicenter Study in Japan. 泌尿分流对根治性膀胱切除术后健康相关生活质量的纵向影响:日本的一项多中心研究
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2026-01-04 DOI: 10.1111/cas.70289
Shuhei Yamada, Miho Sato, Takahiro Osawa, Toru Harabayashi, Jun Miki, Takashi Kobayashi, Katsuyoshi Hashine, Atsunari Kawashima, Takashi Matsumoto, Takanori Mochizuki, Rikiya Taoka, Fumihiko Urabe, Shuichi Tatarano, Atsuro Sawada, Takahiro Kojima, Atsushi Takahashi, Akira Yokomizo, Shigetaka Suekane, Kohei Hashimoto, Yasuhiro Hashimoto, Junji Yatsuda, Ken Morita, Keita Kobayashi, Yohei Satake, Ataru Sazawa, Yoshiyuki Matsui, Yoichi M Ito, Sayaka Shimizu, Shunichi Fukuhara, Hiroyuki Nishiyama, Hiroshi Kitamura, Nobuo Shinohara

This multicenter longitudinal study was conducted across 24 institutions in Japan to examine the impact of urinary diversion on health-related quality of life (HRQOL) among bladder cancer patients who underwent radical cystectomy (RC). We evaluated bladder cancer-specific HRQOL and general HRQOL via the bladder cancer index (BCI) and the QOL General (QGEN-8), respectively, before the operation and at 3, 6, and 12 months postoperatively. The scores were compared across urinary diversion groups as well as across different time points within each urinary diversion group with linear mixed-effects models. Data from 227 patients were analyzed (151 with ileal conduits, 45 with ureterostomy, and 31 with neobladders). Neobladder patients were more likely to experience longitudinal impacts of their urinary diversion on urinary function than ileal conduit or ureterostomy patients were. Compared with that at baseline, the bowel function of neobladder patients remained impaired 12 months after surgery. All urinary diversion groups had worse sexual function scores at 3 and 6 months than at baseline, and the ileal conduit and neobladder groups had significantly worse sexual function scores at 12 months than at baseline. On the other hand, there was no significant difference in bother scores in the urinary, bowel, or sexual domain. The generic HRQOL was maintained from the preoperative to the postoperative period in all urinary diversion groups. This study explored longitudinal changes in HRQOL after RC, and the findings may help inform patient counseling regarding possible QOL trajectories.

这项多中心纵向研究在日本的24个机构进行,旨在研究尿分流对接受根治性膀胱切除术(RC)的膀胱癌患者健康相关生活质量(HRQOL)的影响。术前、术后3个月、6个月和12个月分别通过膀胱癌指数(BCI)和一般生活质量(QGEN-8)评估膀胱癌特异性HRQOL和一般HRQOL。采用线性混合效应模型比较尿分流组之间的得分以及每个尿分流组内不同时间点的得分。分析了227例患者的数据(151例回肠导管,45例输尿管造口,31例新膀胱)。与回肠导管或输尿管造口患者相比,新膀胱患者更有可能经历尿改道对泌尿功能的纵向影响。与基线时相比,术后12个月新膀胱患者的肠功能仍然受损。所有尿改道组在3个月和6个月时的性功能评分均低于基线,回肠导管组和新膀胱组在12个月时的性功能评分明显低于基线。另一方面,在尿、肠或性方面的得分没有显著差异。各尿分流组术前至术后HRQOL均保持一般水平。本研究探讨了RC后HRQOL的纵向变化,研究结果可能有助于为患者提供有关可能的QOL轨迹的咨询。
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引用次数: 0
Expression of the CXCR4 S338X Variant Improves Anti-Leukemia Efficacy of Anti-CD19 CAR-T Cells. 表达CXCR4 S338X变体提高抗cd19 CAR-T细胞抗白血病疗效
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-30 DOI: 10.1111/cas.70313
Yushu Mao, Xiaodan Wang, Chun-Hui Jin, Zhifeng Wei, Qinghao Ding, Ke-Ke Zhang, Bo-Wen Dong, Kai-Wen Zheng, Yufei Hou, Tao Zhang, Wen-Jie Zhao, Zheng Hu, Yong-Guang Yang

Chimeric antigen receptor T (CAR-T) cell therapy has demonstrated remarkable success in treating hematological malignancies; however, antigen-positive relapse remains a significant obstacle to achieving sustained remission in B-cell acute lymphoblastic leukemia (B-ALL). To enhance the therapeutic efficacy of anti-CD19 CAR (CAR19)-T cells, we overexpressed CXCR4 in CAR19-T cells to improve their trafficking to bone marrow (BM), a key sanctuary for minimal residual disease. We engineered CAR19-T cells with overexpression of wild-type CXCR4 (CAR19/CXCR4WT-T) or gain-of-function CXCR4 S338X mutant (CAR19/CXCR4S338X-T). Both CAR19/CXCR4WT-T and CAR19/CXCR4S338X-T cells exhibited enhanced CXCR4 surface expression in vitro and in vivo compared to control CAR19-T cells, with the latter showing significantly superior improvements under all tested conditions, including engagement with CAR-specific antigens or CXCR4 ligand CXCL12. Upon engagement with CXCL12, CAR19/CXCR4S338X-T cells, but not CAR19/CXCR4WT-T cells, displayed significantly increased activation of ERK1/2 and AKT signaling pathways, as well as elevated transcription of TNF-α, IFN-γ, granzyme B, CDK6, and BCL2A1, along with strengthened effector functions, chemotaxis, and activation of anti-apoptotic pathways. Furthermore, CAR19/CXCR4S338X-T cells demonstrated significantly improved migration to and retention in the BM accompanied by increased CD45RA+CCR7+ memory T cell populations, which correlated with enhanced anti-leukemic effects following injection into B-ALL-bearing mice. This study offers a potentially effective strategy to improve the functionality and durability of CAR-T cell responses in hematological malignancies.

嵌合抗原受体T (CAR-T)细胞疗法在治疗血液系统恶性肿瘤方面取得了显著成功;然而,抗原阳性复发仍然是实现b细胞急性淋巴细胞白血病(B-ALL)持续缓解的一个重大障碍。为了增强抗cd19 CAR (CAR19)-T细胞的治疗效果,我们在CAR19-T细胞中过表达CXCR4,以改善它们向骨髓(BM)的运输,骨髓是最小残留疾病的关键庇护所。我们设计了过表达野生型CXCR4 (CAR19/CXCR4WT-T)或功能获得型CXCR4S338X突变体(CAR19/CXCR4S338X-T)的CAR19- t细胞。与对照CAR19- t细胞相比,CAR19/CXCR4WT-T细胞和CAR19/CXCR4S338X-T细胞在体外和体内均表现出增强的CXCR4表面表达,后者在所有测试条件下均表现出显著的改善,包括与car特异性抗原或CXCR4配体CXCL12结合。与CXCL12结合后,CAR19/CXCR4S338X-T细胞,而不是CAR19/CXCR4WT-T细胞,表现出显著增加的ERK1/2和AKT信号通路的激活,以及TNF-α、IFN-γ、颗粒酶B、CDK6和BCL2A1的转录升高,同时增强了效应功能、趋化性和抗凋亡通路的激活。此外,CAR19/CXCR4S338X-T细胞在BM中的迁移和滞留显著改善,同时CD45RA+CCR7+记忆T细胞群增加,这与注射到携带b - all的小鼠后抗白血病作用增强相关。这项研究提供了一种潜在的有效策略来改善血液恶性肿瘤中CAR-T细胞反应的功能和持久性。
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引用次数: 0
Genotype-Phenotype Correlations of Li-Fraumeni Syndrome in Japan Children's Cancer Group LFS20 Study Cohort. 日本儿童癌症组LFS20研究队列中Li-Fraumeni综合征的基因型-表型相关性
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-29 DOI: 10.1111/cas.70302
Fumito Yamazaki, Yoshiko Nakano, Masashi Sanada, Hiroki Kurahashi, Shunsuke Miyai, Arisa Ueki, Yuko Watanabe, Daisuke Hasegawa, Shuhei Karakawa, Toshifumi Ozaki, Akira Hirasawa, Akiko M Saito, Eisuke Inoue, Motohiro Kato, Hiroyoshi Hattori

Li-Fraumeni syndrome (LFS) is a cancer predisposition syndrome caused by germline pathogenic variants in the TP53 gene. With the increasing use of multi-gene panel testing, TP53 variants have been identified in individuals who do not meet established TP53 testing criteria, such as the Chompret criteria. The term "attenuated LFS" has been proposed for some of these cases, particularly those with adult-onset cancer. We analyzed participants of the Japanese nationwide prospective clinical trial of the cancer surveillance program (Japan Children's Cancer Group LFS-20), along with clinical information including their family histories, to better understand their genotypic and phenotypic characteristics. We identified 32 distinct TP53 variants from 41 families (45 participants), including four missense variants with conflicting classifications of pathogenicity in ClinVar. Among these families, 36 (88%) met the LFS criteria (hereafter referred to as "LFS" in contrast to attenuated LFS), while 5 (12%) were classified as attenuated LFS. Including 30 additional family members carrying the same variant, we analyzed 75 individuals with TP53 variants. Of these, 40 with LFS and 6 with attenuated LFS had cancer. Multiple primary cancers occurred in 22 individuals (21 LFS, 1 attenuated LFS). LFS-core tumors accounted for 66% (58/88) of cancers in the LFS group and 63% (5/8) in the attenuated LFS group; of note, all core tumors in the attenuated group were limited to breast cancer. Hotspot missense variants were detected in 11 of 36 LFS families and in none of 5 attenuated LFS families, and non-hotspot null variants were found in 14 and 1, respectively. Our study revealed genotype-phenotype correlations in several respects. UMIN-CTR: UMIN000045855.

Li-Fraumeni综合征(LFS)是一种由TP53基因的种系致病性变异引起的癌症易感综合征。随着多基因面板检测的使用越来越多,在不符合既定TP53检测标准(如Chompret标准)的个体中发现了TP53变异。“减毒LFS”一词已被提出用于其中一些病例,特别是那些成人发病的癌症。我们分析了日本全国癌症监测项目前瞻性临床试验(日本儿童癌症组LFS-20)的参与者,以及包括家族史在内的临床信息,以更好地了解他们的基因型和表型特征。我们从41个家族(45名参与者)中鉴定出32种不同的TP53变体,包括4种在ClinVar中具有相互冲突的致病性分类的错义变体。在这些家庭中,36个(88%)符合LFS标准(以下简称“LFS”,与减弱的LFS相对),5个(12%)属于减弱的LFS。包括另外30名携带相同变体的家庭成员,我们分析了75名携带TP53变体的个体。其中,40名LFS患者和6名LFS减弱患者发生了癌症。22例发生多发性原发癌(21例LFS, 1例减弱LFS)。LFS组中LFS核心肿瘤占66% (58/88),LFS减毒组中占63% (5/8);值得注意的是,减毒组的所有核心肿瘤仅限于乳腺癌。36个LFS家族中有11个存在热点错义变异,5个减弱LFS家族中没有发现热点错义变异,14个和1个LFS家族中分别存在非热点零变异。我们的研究揭示了基因型-表型在几个方面的相关性。UMIN-CTR: UMIN000045855。
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引用次数: 0
Precision Oncology for Pediatric Solid Tumors Using In-Hospital Pediatric/AYA Malignancy-Specific Panel Sequencing. 使用住院儿科/AYA恶性特异性小组测序的儿科实体瘤精确肿瘤学
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-28 DOI: 10.1111/cas.70312
Masato Kojima, Sho Kurihara, Isamu Saeki, Ryo Touge, Keigo Nakashima, Shuhei Karakawa, Fumiyuki Yamasaki, Satoshi Okada, Eiso Hiyama

Precision oncology, based on the genomic profile of tumors, is increasing in cancer treatment. It is important in pediatric and adolescent and young adult (AYA) malignancies, a group of rare cancers that are difficult to diagnose and progress quickly. We evaluated the usefulness of in-hospital molecular profiling using a specific sequencing panel for pediatric and AYA malignancies in clarifying the diagnosis, predicting the prognosis, and identifying therapeutic targets. We evaluated the Oncomine Childhood Cancer Research Assay (203 genes, 1700 fusions) and analyzed 153 samples at diagnosis and 34 samples at relapse or refractory from 165 pediatric and AYA patients with various solid malignancies, including neuroblastoma, hepatoblastoma, brain tumor, and sarcoma. We simulated in-hospital molecular profiling. In total, 320 reportable variants were identified in 153 samples (81.8%). Variants with clinical significance were identified in 62 samples (33.1%), including diagnostic variants in 26 (13.9%), prognostic variants in 17 (9%), targetable variants in 41 (21.9%), and variants with drug resistance in 18 (9.6%). Additionally, 62.0% and 94.1% of identified diagnostic and prognostic variants, respectively, had high levels of evidence. In five patients with cancer predisposition syndromes, all pathogenic germline mutations were validated. The turnaround time (TAT) from sample collection to reporting of the molecular profile was within seven working days. In-hospital molecular profiling using a sequencing panel specified tailored for pediatric and AYA malignancies has a high rate of identifying reportable variants and enables accurate diagnosis, malignancy grading, and treatment selection, as well as cancer predisposition syndromes with a short TAT.

基于肿瘤基因组图谱的精确肿瘤学在癌症治疗中日益普及。它在儿童和青少年恶性肿瘤(AYA)中很重要,这是一组难以诊断且进展迅速的罕见癌症。我们评估了使用特定测序小组对儿科和AYA恶性肿瘤进行院内分子谱分析在明确诊断、预测预后和确定治疗靶点方面的有用性。我们评估了Oncomine儿童癌症研究测定(203个基因,1700个融合),并分析了来自165名患有各种实体恶性肿瘤的儿科和AYA患者的153个诊断样本和34个复发或难治性样本,包括神经母细胞瘤、肝母细胞瘤、脑肿瘤和肉瘤。我们模拟了医院里的分子图谱。153份样本(81.8%)共鉴定出320种可报告变异。62例(33.1%)样本中发现具有临床意义的变异,其中诊断性变异26例(13.9%),预后性变异17例(9%),可靶向性变异41例(21.9%),耐药变异18例(9.6%)。此外,62.0%和94.1%已确定的诊断和预后变异分别具有高水平证据。在5例癌症易感综合征患者中,所有的致病种系突变都得到了验证。从样品采集到分子谱报告的周转时间(TAT)在7个工作日内。使用专门为儿科和AYA恶性肿瘤定制的测序面板进行院内分子谱分析,识别可报告变异的比率很高,并且能够准确诊断,恶性分级和治疗选择,以及具有短TAT的癌症易感综合征。
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引用次数: 0
Targeting SPP1-CD44-Hedgehog Axis Elicits Therapeutic Effects in Hepatocellular Carcinoma by Suppressing Intratumoral Fibrosis. 靶向SPP1-CD44-Hedgehog轴通过抑制瘤内纤维化诱导肝癌的治疗作用
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-28 DOI: 10.1111/cas.70296
Atsushi Nara, Shu Shimada, Yoshimitsu Akiyama, Megumi Hatano, Yusuke Chino, Suguru Miyazawa, Hanako Tamura, Daisuke Asano, Yoshiya Ishikawa, Hiroki Ueda, Shuichi Watanabe, Eriko Katsuta, Keiichi Akahoshi, Kenichi Ohashi, Minoru Tanabe, Daisuke Ban, Shinji Tanaka

Advanced hepatic fibrosis is a major risk factor for cirrhosis and hepatocellular carcinoma (HCC), and it is required to identify a key mediator involved in intratumoral fibrosis and HCC development. Transcriptomic analysis of 372 HCC samples using publicly available datasets revealed that SPP1 was significantly upregulated in fibrotic HCC tissues and associated with unfavorable outcomes. Immunohistochemical analysis of 103 HCC tissues and single-cell RNA sequencing (scRNA-seq) analysis of 228,564 live cells identified SPP1 overexpression in HCC cells, which strongly correlated with intratumoral fibrosis. In xenograft models, HCC cells with SPP1 overexpression (SPP1-OE) exhibited enhanced fibrosis and tumor growth. Coculture assay demonstrated that SPP1-OE cells stimulated hepatic stellate cells (HSCs), and gene set enrichment analysis and differential gene expression analysis elucidated the activation of the Hedgehog signaling pathway and upregulation of GLI1 in HSCs. Cell-cell interaction prediction analysis using scRNA-seq data suggested that SPP1-CD44 signaling transduction might contribute to HSC activation. Pharmacological inhibition of GLI1 with the SMO inhibitor vismodegib suppressed HSC activation in vitro and reduced fibrosis and tumor growth in vivo. These findings indicate that SPP1 promotes intratumoral fibrosis and HCC progression through the SPP1-CD44-GLI1 axis, highlighting its potential as a prognostic biomarker and therapeutic target. Inhibition of SPP1-CD44-Hedgehog signaling may provide a promising strategy to mitigate fibrosis and improve HCC patient outcomes.

晚期肝纤维化是肝硬化和肝细胞癌(HCC)的主要危险因素,需要确定参与肿瘤内纤维化和HCC发展的关键介质。使用公开数据集对372例HCC样本进行转录组学分析显示,SPP1在纤维化HCC组织中显著上调,并与不良预后相关。103例HCC组织的免疫组化分析和228,564个活细胞的单细胞RNA测序(scRNA-seq)分析发现,SPP1在HCC细胞中过表达,与肿瘤内纤维化密切相关。在异种移植模型中,SPP1过表达(SPP1- oe)的HCC细胞表现出增强的纤维化和肿瘤生长。共培养实验表明SPP1-OE细胞对肝星状细胞(hepatic stellate cells, hsc)具有刺激作用,基因集富集分析和差异基因表达分析证实了hsc中Hedgehog信号通路的激活和GLI1的上调。利用scRNA-seq数据进行的细胞-细胞相互作用预测分析表明,SPP1-CD44信号转导可能有助于HSC的活化。SMO抑制剂vismodegib对GLI1的药理抑制在体外抑制了HSC的激活,并在体内减少了纤维化和肿瘤生长。这些发现表明SPP1通过SPP1- cd44 - gli1轴促进肿瘤内纤维化和HCC进展,突出了其作为预后生物标志物和治疗靶点的潜力。抑制SPP1-CD44-Hedgehog信号可能为减轻纤维化和改善HCC患者预后提供了一种有希望的策略。
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引用次数: 0
Phase 1/2 Study of Crizotinib in Children With Relapsed/Refractory ALK-Positive Anaplastic Large Cell Lymphoma or Neuroblastoma in Japan. 克唑替尼治疗日本复发/难治性alk阳性间变性大细胞淋巴瘤或神经母细胞瘤儿童的1/2期研究
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-28 DOI: 10.1111/cas.70308
Tetsuya Mori, Akiko Kada, Tomoo Osumi, Daisuke Tomizawa, Yuhki Koga, Reiji Fukano, Kengo Takeuchi, Ukihide Tateishi, Osamu Miyazaki, Ryuta Asada, Akiko M Saito, Kei Fukuhara, Masahiro Sekimizu

Clinical development of crizotinib in children with ALK-positive anaplastic large cell lymphoma (ALCL) was advanced in the US but not in Japan. The objectives of phase 1 part of a clinical study in Japan were to assess the safety and pharmacokinetics and determine the recommended phase 2 dose (RP2D) of crizotinib in children with relapsed/refractory (R/R) ALK-positive ALCL or neuroblastoma (NB). Two dose levels (165 and 280 mg/m2 twice daily (BID)) were planned to be evaluated. The aim of phase 2 part of the study was to assess the antitumor activity of crizotinib at the RP2D in children with R/R ALK-positive ALCL. Seven patients were eligible for phase 1 part, 5 with ALCL and 2 with NB. All 7 patients received crizotinib at a starting dose of 165 mg/m2 BID, with 1 dose-limiting toxicity observed (grade 3 gamma-glutamyltransferase increased). The most common grade 3 or 4 adverse event was neutropenia (71%). The steady-state Cmax and AUCtau of crizotinib at 165 mg/m2 BID were higher than expected. Considering the risk of a greater incidence of severe neutropenia, we decided that the 165 mg/m2 BID be the RP2D without evaluation at 280 mg/m2 BID. A total of 11 patients with ALK-positive ALCL were enrolled in the phase 2 part. The objective response rate was 72.7% (90% CI, 43.6%-92.1%). One patient permanently discontinued crizotinib due to disease progression. Crizotinib at 165 mg/m2 BID was well tolerated and showed favorable antitumor activity in children with R/R ALK-positive ALCL. Trial Registration: UMIN-CTR: UMIN000028075.

克唑替尼治疗alk阳性间变性大细胞淋巴瘤(ALCL)的临床进展在美国取得进展,但在日本没有进展。日本临床研究的1期部分目的是评估安全性和药代动力学,并确定复发/难治性(R/R) alk阳性ALCL或神经母细胞瘤(NB)儿童克唑替尼的推荐2期剂量(RP2D)。计划评估两个剂量水平(165和280 mg/m2,每日两次(BID))。该研究2期部分的目的是评估克唑替尼在R/R alk阳性ALCL患儿的RP2D抗肿瘤活性。7例患者符合1期试验条件,5例ALCL患者和2例NB患者。所有7例患者均以165 mg/m2 BID的起始剂量接受克唑替尼治疗,观察到1例剂量限制性毒性(3级γ -谷氨酰转移酶升高)。最常见的3级或4级不良事件是中性粒细胞减少(71%)。在165 mg/m2 BID下,克唑替尼的稳态Cmax和AUCtau均高于预期。考虑到严重中性粒细胞减少症发生率较高的风险,我们决定165 mg/m2 BID为RP2D,而不评估280 mg/m2 BID。共有11名alk阳性ALCL患者参加了2期试验。客观有效率为72.7% (90% CI, 43.6% ~ 92.1%)。一名患者因疾病进展而永久停用克唑替尼。在R/R alk阳性ALCL患儿中,165 mg/m2 BID的克唑替尼耐受性良好,并显示出良好的抗肿瘤活性。试验注册号:UMIN-CTR: UMIN000028075。
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引用次数: 0
Decoding Senescence-Driven Heterogeneity in Early-Onset Colorectal Cancer for Prognostic and Therapeutic Stratification. 解码衰老驱动的早发性结直肠癌预后和治疗分层异质性。
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-28 DOI: 10.1111/cas.70301
Du Cai, Mingru Mai, Rende Huang, Haoning Qi, Xingzhi Feng, Qianling Gao, Yinmeng Zhang, Chenghang Li, Xiaojian Wu, Yize Mao, Zihuan Yang, Feng Gao

Early-onset colorectal cancer (EOCRC), diagnosed in patients under 50, is particularly aggressive, yet lacks targeted therapeutic strategies. This study aimed to explore the role of cellular senescence in driving EOCRC's malignancy and developed a senescence scoring system (EO-Senscore) to guide precision oncology. Through a multi-omics analysis of 2961 patients, we discovered that cellular senescence is more pronounced and varied in EOCRC and is not tied to chronological age. Two distinct senescence subtypes were identified: Cluster 1 (low-senescence tumors) showed prolonged survival, enhanced immunogenicity, and cell cycle activation, while Cluster 2 (high-senescence tumors) exhibited aggressive phenotypes and an immunosuppressive microenvironment. We further developed a machine learning model, the EO-Senscore, to quantify a tumor's senescence level. This score effectively stratified patients by prognosis and potential treatment response. Patients with a low EO-Senscore were predicted to respond well to immunotherapy and chemotherapy. In contrast, those with a high score had more invasive tumors but showed significant sensitivity to senolytic drugs (like ABT-263) in lab-based experiments. In conclusion, this research establishes cellular senescence as a crucial factor in EOCRC's aggressiveness. The EO-Senscore provides a practical, quantitative tool to guide clinical decisions, suggesting that patients could be directed toward immunotherapy or novel senolytic-based combination therapies for more personalized and effective cancer care.

早发性结直肠癌(EOCRC)在50岁以下的患者中被诊断出来,其侵袭性特别强,但缺乏针对性的治疗策略。本研究旨在探讨细胞衰老在EOCRC恶性肿瘤中的作用,并开发衰老评分系统(EO-Senscore)来指导精准肿瘤学。通过对2961例患者的多组学分析,我们发现细胞衰老在EOCRC中更为明显和多样化,并且与实足年龄无关。发现了两种不同的衰老亚型:集群1(低衰老肿瘤)表现出延长的生存期、增强的免疫原性和细胞周期激活,而集群2(高衰老肿瘤)表现出侵袭性表型和免疫抑制微环境。我们进一步开发了一个机器学习模型,EO-Senscore,来量化肿瘤的衰老水平。该评分根据预后和潜在治疗反应有效地对患者进行分层。EO-Senscore较低的患者预计对免疫治疗和化疗反应良好。相比之下,那些得分高的患者肿瘤侵袭性更强,但在实验室实验中对抗衰老药物(如ABT-263)表现出明显的敏感性。总之,本研究确定细胞衰老是EOCRC侵袭性的关键因素。EO-Senscore提供了一种实用的定量工具来指导临床决策,表明患者可以直接接受免疫治疗或新的基于抗衰老药物的联合治疗,以获得更个性化和有效的癌症治疗。
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引用次数: 0
Urinary Tumor DNA to Identify Candidates for Repeat Transurethral Resection in Non-Muscle-Invasive Bladder Cancer. 泌尿肿瘤DNA鉴定非肌肉浸润性膀胱癌重复经尿道切除的候选者。
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-24 DOI: 10.1111/cas.70311
Zihan Xue, Yunkai Qie, Chong Shen, Zhouliang Wu, Houyuan Chen, Yuda Lin, Rongjiang Li, Shiwang Huang, Hailong Hu

Repeat transurethral resection of bladder tumor (re-TURBT) is commonly recommended for patients with non-muscle-invasive bladder cancer (NMIBC) with high-risk features, although many individuals may undergo unnecessary procedures that increase morbidity without clear benefit. Urinary tumor DNA (utDNA) has emerged as a promising biomarker, and we evaluated the performance of a multidimensional utDNA assay (utLIFE) in this context. In a retrospective cohort of 161 patients who underwent re-TURBT between May 2020 and May 2025, urine samples collected 2-6 weeks after initial TURBT were analyzed using utLIFE, which integrates shallow whole-genome sequencing and targeted sequencing of 155 genes with machine learning-based classification. Residual tumor was identified in 35% of patients, and utLIFE demonstrated high diagnostic accuracy, with sensitivity of 80.7%, specificity of 96.2%, and overall accuracy of 90.7%, markedly outperforming urine cytology. A positive utLIFE result was the strongest independent predictor of residual disease (OR = 77.5, 95% CI: 22.4-268.2, p < 0.001). During a median follow-up of 32.5 months, recurrence occurred in 20.5% of patients; recurrence was defined as urothelial tumor relapse within the urinary tract and did not include distant metastasis. utLIFE positivity was significantly associated with shorter recurrence-free survival (HR = 16.4, 95% CI: 2.7-101.8, p = 0.003). Longitudinal testing further revealed that utDNA positivity frequently preceded cystoscopic evidence of recurrence by several months. These findings highlight the strong diagnostic and prognostic value of utDNA in identifying residual disease and predicting recurrence, supporting its potential role in refining postoperative management strategies for NMIBC.

反复经尿道膀胱肿瘤切除术(re-TURBT)通常被推荐用于具有高危特征的非肌肉浸润性膀胱癌(NMIBC)患者,尽管许多患者可能会进行不必要的手术,增加发病率,但没有明显的益处。泌尿肿瘤DNA (utDNA)已成为一种有前景的生物标志物,我们在此背景下评估了多维utDNA测定(utLIFE)的性能。在一项回顾性队列研究中,在2020年5月至2025年5月期间,161名患者接受了重新TURBT,在首次TURBT后2-6周收集的尿液样本使用utLIFE进行了分析,utLIFE将155个基因的浅全基因组测序和靶向测序与基于机器学习的分类相结合。残留肿瘤在35%的患者中被发现,utLIFE显示出很高的诊断准确性,敏感性为80.7%,特异性为96.2%,总体准确性为90.7%,明显优于尿细胞学。utLIFE阳性结果是残留疾病最强的独立预测因子(OR = 77.5, 95% CI: 22.4-268.2, p
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引用次数: 0
Label Noise in Pathological Segmentation Is Overlooked, Leading to Potential Overestimation of Artificial Intelligence. 病理分割中的标签噪声被忽视,导致对人工智能的潜在高估。
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-23 DOI: 10.1111/cas.70288
Kenji Harada, Yuichiro Nomura, Daisuke Komura, Shumpei Ishikawa, Shingo Sakashita

Artificial intelligence (AI) has transformed medical imaging, notably in radiology and endoscopy. Semantic segmentation, a pixel-level technique crucial for delineating pathological features, has become pivotal in digital pathology. Pathology segmentation AI models are often trained using annotations generated by pathologists. Despite the meticulous care typically exercised, pathologist-generated annotations often contain label noise whose types and effects on model training remain underexplored. This study combined a survey of public datasets with the synthesis of artificial label noise to evaluate its effects on pathology segmentation models. Using publicly available datasets and a breast cancer semantic segmentation dataset, modules were developed to simulate four types of artificial label noise at varying intensity levels. These datasets were used to train deep learning models and their performance was evaluated. The results indicated that models were highly susceptible to overfitting label noise, particularly boundary-dependent noise, such as dilation and shrinkage. Discrepancies were identified between apparent performance scores obtained under real-world conditions and true performance scores derived using clean test data. This overestimation risk was most pronounced for datasets containing boundary-altering noise. Furthermore, random noise combinations further degraded generalization. This study underscores the critical importance of addressing label noise in pathology datasets. It is proposed that future efforts focus on developing standardized methods for quantifying and mitigating label noise, along with creating robust benchmarks using noise-inclusive datasets. Enhancing annotation quality and addressing label noise can improve the reliability and generalizability of AI in pathology, facilitating broader clinical adoption.

人工智能(AI)已经改变了医学成像,尤其是放射学和内窥镜检查。语义分割是一种像素级技术,对描述病理特征至关重要,已成为数字病理学的关键。病理分割人工智能模型通常使用病理学家生成的注释进行训练。尽管病理学家生成的注释通常都经过了细致的处理,但它经常包含标签噪声,其类型和对模型训练的影响仍未得到充分的研究。本研究结合了公共数据集的调查和人工标签噪声的合成来评估其对病理分割模型的影响。利用公开可用的数据集和乳腺癌语义分割数据集,开发了模块来模拟四种不同强度水平的人工标签噪声。这些数据集用于训练深度学习模型并对其性能进行评估。结果表明,模型非常容易受到过拟合标签噪声的影响,特别是边界相关噪声,如膨胀和收缩。在真实世界条件下获得的表观性能分数与使用干净测试数据得出的真实性能分数之间存在差异。对于包含边界改变噪声的数据集,这种高估风险最为明显。此外,随机噪声组合进一步降低了泛化。这项研究强调了在病理数据集中处理标签噪声的重要性。建议未来的工作重点是开发量化和减轻标签噪声的标准化方法,以及使用包含噪声的数据集创建稳健的基准。提高标注质量和解决标签噪声可以提高人工智能在病理学中的可靠性和通用性,促进更广泛的临床应用。
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引用次数: 0
Graph Neural Network-Based Multi-Scale Whole Slide Image Fusion for pT Staging of Muscle-Invasive Bladder Cancer. 基于图神经网络的多尺度全片图像融合在肌肉浸润性膀胱癌pT分期中的应用。
IF 4.3 2区 医学 Q1 Medicine Pub Date : 2025-12-23 DOI: 10.1111/cas.70292
Qian Li, Qing Feng Chen, Nan Qing Liao

Accurate primary tumor (pT) staging in muscle-invasive bladder cancer (MIBC) is crucial for treatment and prognosis. Current methods require time-consuming, labor-intensive microscopic evaluation by pathologists, with inherent interobserver variability. There is a need for AI-driven automated diagnosis of whole-slide images (WSI) to improve diagnostic efficiency while maintaining accuracy in pT staging. We obtained 281 H&E-stained WSI samples from the TCGA dataset for developing and validating a graph neural network (GNN)-based diagnostic model, and 83 additional samples from a hospital for external validation. The GNN method integrated multi-scale WSI data, evaluated using areas under the curve (AUC), accuracy, sensitivity, and specificity. A multi-scale attention mechanism was added to enhance model interpretability by capturing pT staging infiltration patterns. Diagnostic results were compared with those of three pathologists of varying expertise. We developed the multi-scale WSI-integrated GNN model for histopathological staging (T2/T3/T4) of MIBC. The model demonstrated excellent performance on external validation, achieving an AUC of 0.911 and an accuracy of 0.905. Interpretability analysis revealed distinct infiltration patterns for each T-stage, while diagnostic comparisons against both ground truth and three independent pathologists showed strong agreement, with a Cohen's kappa coefficient exceeding 0.876. The model developed based on graph neural network methods can integrate multi-scale information from whole-slide tissue images, allowing it to capture key infiltration patterns for muscle-invasive bladder cancer pT staging. This enables precise pT staging and visualizes the multi-scale tumor infiltration regions through attention scores, with accuracy showing strong consistency with expert pathologists.

准确的原发性肿瘤分期对肌肉浸润性膀胱癌(MIBC)的治疗和预后至关重要。目前的方法需要病理学家进行耗时、劳动密集型的显微镜评估,并且观察者之间存在固有的可变性。需要人工智能驱动的全片图像(WSI)自动诊断,以提高诊断效率,同时保持pT分期的准确性。我们从TCGA数据集中获得281份h&e染色的WSI样本,用于开发和验证基于图神经网络(GNN)的诊断模型,并从一家医院获得83份样本进行外部验证。GNN方法整合了多尺度WSI数据,使用曲线下面积(AUC)、准确性、灵敏度和特异性进行评估。增加了多尺度注意机制,通过捕获pT分期浸润模式来增强模型的可解释性。诊断结果与三名不同专业知识的病理学家的诊断结果进行比较。我们建立了多尺度wsi集成GNN模型用于MIBC的组织病理分期(T2/T3/T4)。该模型在外部验证中表现出优异的性能,AUC为0.911,准确率为0.905。可解释性分析揭示了每个t期不同的浸润模式,而与基础事实和三位独立病理学家的诊断比较显示出强烈的一致性,Cohen's kappa系数超过0.876。基于图神经网络方法开发的模型可以整合来自全切片组织图像的多尺度信息,使其能够捕获肌肉浸润性膀胱癌pT分期的关键浸润模式。这使得精确的pT分期和可视化的多尺度肿瘤浸润区域通过注意力评分,准确性显示与专家病理学家强一致性。
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引用次数: 0
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Cancer Science
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