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Empowering liver cancer diagnosis and treatment with foundation models: technological innovation and clinical practice. 以基础模型赋能肝癌诊疗:技术创新与临床实践。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-29 DOI: 10.1007/s10238-025-01980-w
Jitao Wang, Siyan Xue, Haoming Xia, Peng Cui, Shizhong Yang, Xiaojuan Wang, Jiaqi Liu, Dong Li, Jiahong Dong

Foundation Models (FMs) are profoundly transforming the clinical management pathway for liver cancer. Their core value lies in enhancing diagnostic accuracy, enabling personalized therapeutic decision-making, and optimizing clinical efficiency through the integrative analysis of multimodal data, encompassing symptoms, medical histories, imaging findings, and genomic profiles. At the diagnostic level, FMs facilitate risk stratification by analyzing symptom and historical data while leveraging imaging features to aid in the early identification of lesions. Within the therapeutic decision-making domain for liver cancer, intelligent systems such as IDEAL provide critical clinical support by enabling precise hepatic anatomical reconstruction, quantitative assessment of surgical feasibility, and generation of individualized therapeutic recommendations for targeted agents and immunotherapy, thereby serving as essential adjuncts to HCC management. Despite their transformative potential, the clinical deployment of FMs faces significant core challenges: including concerns over model accuracy, reliability, and ethical issues such as data privacy and equitable access. Addressing these challenges requires interdisciplinary efforts focused on domain-specific model fine-tuning, robust ethical frameworks, and standardized regulatory guidelines. This review outlines the evolution and current state of FMs within healthcare, specifically highlighting their substantial application value in the liver cancer therapeutic landscape, and articulates the stage-specific challenges impeding their broader clinical adoption.

基础模型(FMs)正在深刻地改变肝癌的临床管理途径。其核心价值在于通过综合分析多模式数据,包括症状、病史、影像学表现和基因组图谱,提高诊断准确性,实现个性化治疗决策,并优化临床效率。在诊断层面,FMs通过分析症状和历史数据促进风险分层,同时利用成像特征帮助早期识别病变。在肝癌的治疗决策领域,IDEAL等智能系统通过精确的肝脏解剖重建、手术可行性的定量评估、针对靶向药物和免疫治疗的个性化治疗建议的产生,提供了关键的临床支持,从而成为HCC治疗的重要辅助手段。尽管具有变革潜力,但FMs的临床部署面临着重大的核心挑战:包括对模型准确性、可靠性的担忧,以及数据隐私和公平访问等伦理问题。解决这些挑战需要跨学科的努力,集中在特定领域的模型微调、健全的道德框架和标准化的监管指导方针上。这篇综述概述了FMs在医疗保健领域的发展和现状,特别强调了它们在肝癌治疗领域的实质性应用价值,并阐明了阻碍其广泛临床应用的阶段性挑战。
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引用次数: 0
Metastatic organotropism in peritoneal metastasis: Paget's hypothesis revisited. 腹膜转移的转移性器官:对Paget假说的重新审视。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-29 DOI: 10.1007/s10238-025-01868-9
Dongchan Kim, Devesh Kaushal, Robert Beaumont Wilson

Peritoneal metastasis (PM) of solid tumours is a major contributor to cancer-associated mortality and morbidity. The mechanism of PM development encapsulates Paget's hypothesis of seed and soil, whereby cancer cells remotely prepare a pre-metastatic niche in the peritoneal microenvironment to facilitate transcoelomic cancer progression. The bidirectional communication between cancer cells and host mesothelial cells, endothelial cells, leukocytes, adipocytes, and fibroblasts occurs via exosomes. Exosomes are nano-sized extracellular vesicles that carry cargos of proteins, cytokines, and microRNA. Cancer-derived exosomes enable exfoliated tumour cells to resist anoikis, disseminate, adhere, and implant in the peritoneum. This process involves the degradation of the peritoneal glycocalyx, the transformation of peritoneal mesothelial cells into cancer-associated fibroblasts via mesothelial-mesenchymal transition, and metabolic coupling with omental and subperitoneal adipocytes. Exosomes also enhance ascites and peritoneal immunosuppression. Exosomes promote PM development from mesenchymal subtypes of epithelial cancers, which have a predilection for transcoelomic metastasis compared to other molecular subtypes. Mesenchymal subtypes include diffuse gastric cancer, CMS4 colorectal cancer, and high-grade serous ovarian carcinoma. Understanding the oncogenic roles of exosomal cargo offers potential for future research and therapy in PM.

实体肿瘤的腹膜转移(PM)是癌症相关死亡率和发病率的主要原因。PM的发展机制概括了Paget的种子和土壤假说,即癌细胞在腹膜微环境中远程制备转移前生态位,以促进跨腔肿瘤的进展。癌细胞与宿主间皮细胞、内皮细胞、白细胞、脂肪细胞和成纤维细胞之间的双向交流是通过外泌体进行的。外泌体是纳米级的细胞外囊泡,携带蛋白质、细胞因子和microRNA。癌源性外泌体使脱落的肿瘤细胞能够抵抗肿瘤、扩散、粘附和植入腹膜。这一过程包括腹膜糖萼的降解,腹膜间皮细胞通过间皮-间质转化转化为癌症相关的成纤维细胞,以及与网膜和腹膜下脂肪细胞的代谢偶联。外泌体也增强腹水和腹膜免疫抑制。外泌体促进上皮癌间充质亚型的PM发展,与其他分子亚型相比,间充质亚型更倾向于跨体腔转移。间充质亚型包括弥漫性胃癌、CMS4型结直肠癌和高级别浆液性卵巢癌。了解外泌体货物的致癌作用为未来的PM研究和治疗提供了潜力。
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引用次数: 0
Hsa-miR-1276 in peripheral blood mononuclear cells as a potential biomarker for rheumatoid arthritis. 外周血单核细胞中的Hsa-miR-1276作为类风湿关节炎的潜在生物标志物。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-24 DOI: 10.1007/s10238-025-02004-3
Nan Zhang, Jie Hou, Chenglong Yue, Yuzuo Chen, Zhenzhen Su

MicroRNAs (miRNAs) are increasingly recognized as pivotal regulators in autoimmune diseases. Rheumatoid arthritis (RA) is a chronic autoimmune disorder characterized by persistent inflammation, progressive joint destruction, and systemic complications. Although several miRNAs have been implicated in RA, their specific roles and clinical relevance remain unclear. This study aimed to identify and validate differentially expressed miRNAs in peripheral blood mononuclear cells (PBMCs) from patients with RA and evaluate their potential as diagnostic biomarkers. RNA sequencing (RNA-seq) was performed on PBMCs obtained from three RA patients and three healthy controls (HCs) to screen for differentially expressed miRNAs. Three candidate miRNAs were selected for validation and measured using real-time fluorescence quantitative PCR (RT-qPCR) in an independent cohort of 41 RA patients and 41 HCs. Receiver operating characteristic (ROC) curve analysis was used to evaluate the diagnostic performance. A total of 103 differentially expressed miRNAs were identified, with 34 upregulated and 69 downregulated in RA patients compared with HCs. RT-qPCR confirmed that hsa-miR-1276, hsa-miR-4433a-5p, and hsa-miR-409-3p were significantly upregulated in PBMCs of RA patients (P < 0.05), consistent with the sequencing results. Among them, hsa-miR-1276 showed promising diagnostic accuracy, with an area under the ROC curve (AUC) of 0.9726. Hsa-miR-1276 is significantly upregulated in PBMCs of RA patients and demonstrates promising diagnostic potential. These findings suggest that hsa-miR-1276 may serve as a novel biomarker for the diagnosis of RA.

MicroRNAs (miRNAs)越来越被认为是自身免疫性疾病的关键调节因子。类风湿性关节炎(RA)是一种慢性自身免疫性疾病,以持续炎症、进行性关节破坏和全身并发症为特征。虽然有几种mirna与RA有关,但它们的具体作用和临床相关性尚不清楚。本研究旨在鉴定和验证RA患者外周血单个核细胞(PBMCs)中差异表达的mirna,并评估其作为诊断生物标志物的潜力。对来自3名RA患者和3名健康对照(hc)的pbmc进行RNA测序(RNA-seq),以筛选差异表达的mirna。选择三个候选mirna进行验证,并在41名RA患者和41名hc患者的独立队列中使用实时荧光定量PCR (RT-qPCR)进行测量。采用受试者工作特征(ROC)曲线分析评价诊断效果。共鉴定出103个差异表达的mirna,与hcc相比,RA患者中有34个表达上调,69个表达下调。RT-qPCR证实,hsa-miR-1276、hsa-miR-4433a-5p和hsa-miR-409-3p在RA患者的PBMCs中显著上调(P
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引用次数: 0
Correction: Hodgkin lymphoma: the role of EBV plasma viral load testing in an HIV-endemic setting. 更正:霍奇金淋巴瘤:EBV血浆病毒载量检测在hiv流行环境中的作用。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-23 DOI: 10.1007/s10238-025-02025-y
J Opie, Z Mohamed, D Chetty, J Bailey, K Brown, E Verburgh, D Hardie
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引用次数: 0
Exploring the correlation between ferroptosis-associated biomarkers and MRI-derived parameters in liver fibrosis associated with metabolic dysfunction-associated steatotic liver disease. 探讨与代谢功能障碍相关的脂肪变性肝病相关的肝纤维化中与铁中毒相关的生物标志物和mri衍生参数之间的相关性。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-21 DOI: 10.1007/s10238-025-02034-x
Meihua Yang, Qian Xu, Fangyan Li, Chen Chen, Tianyuan Wang, Maowen Tang, Menghua Yang, Jian He, Yue Pan, Rao Dai, Pinggui Lei, Peng Luo

The global prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) continues to rise, and the accurate, non-invasive assessment of liver fibrosis remains an important clinical challenge. This study aimed to identify ferroptosis biomarkers associated with MASLD-related liver fibrosis progression, explore their potential biological links with MRI-derived parameters, and provide new clues for developing non-invasive diagnostic strategies for ferroptosis. A MASLD-related liver fibrosis model was established using 30 Sprague-Dawley (SD) rats. Hub differentially expressed ferroptosis-related genes (DE-FRGs) were identified through the integration of weighted gene co-expression network analysis (WGCNA), differential expression analysis, and LASSO regression. The role of ferroptosis in MASLD was evaluated using transmission electron microscopy (TEM) and measurements of glutathione (GSH) and Fe²⁺ content. T2*, R2*, and proton density fat fraction (PDFF) were obtained through magnetic resonance imaging (MRI) and were analyzed for correlations with hub DE-FRGs and Fe²⁺ levels. A total of eight hub DE-FRGs were identified: Pck2, Idh2, Nr1d1, Fads1, Sat1, Abhd12, Got1, and Srebf1. Enrichment analyses revealed that these hub DE-FRGs were predominantly implicated in carbohydrate response, amino acid biosynthesis, insulin resistance, and the AMPK signaling pathway. TEM and biochemical markers analyses demonstrated an association between MASLD-related liver fibrosis and ferroptosis. MRI‑derived parameters were significantly correlated with Fe²⁺ levels and the expression of hub DE-FRGs. This study preliminarily identified hub DE-FRGs associated with liver fibrosis in MASLD and their signaling pathways, verified indirect indicators related to ferroptosis, and proposed their potential correlation with MRI-derived parameters.

代谢功能障碍相关脂肪变性肝病(MASLD)的全球患病率持续上升,准确、无创的肝纤维化评估仍然是一个重要的临床挑战。本研究旨在鉴定与masld相关肝纤维化进展相关的铁下垂生物标志物,探索其与mri衍生参数的潜在生物学联系,并为开发铁下垂无创诊断策略提供新的线索。采用30只SD大鼠建立masld相关性肝纤维化模型。通过加权基因共表达网络分析(WGCNA)、差异表达分析和LASSO回归相结合,鉴定出了Hub差异表达的嗜铁相关基因(DE-FRGs)。通过透射电镜(TEM)和谷胱甘肽(GSH)和Fe 2⁺含量的测定来评估铁下垂在MASLD中的作用。通过磁共振成像(MRI)获得T2*、R2*和质子密度脂肪分数(PDFF),并分析其与hub DE-FRGs和Fe 2⁺水平的相关性。共鉴定出8个hub DE-FRGs: Pck2、Idh2、Nr1d1、Fads1、Sat1、Abhd12、Got1和Srebf1。富集分析显示,这些中心DE-FRGs主要参与碳水化合物反应、氨基酸生物合成、胰岛素抵抗和AMPK信号通路。TEM和生化标记分析显示masld相关性肝纤维化和铁下垂之间存在关联。MRI衍生参数与Fe +水平和hub DE-FRGs表达显著相关。本研究初步确定了MASLD中与肝纤维化相关的hub DE-FRGs及其信号通路,验证了与铁下垂相关的间接指标,并提出了其与mri衍生参数的潜在相关性。
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引用次数: 0
Maintaining oxaliplatin therapy after hypersensitivity reactions: real-world experience with a desensitisation protocol. 超敏反应后维持奥沙利铂治疗:脱敏方案的真实世界经验。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-21 DOI: 10.1007/s10238-025-02035-w
Eleftherios Christodoulis, Panagiotis J Vlachostergios, Jacqueline Connell, Joseph Williams, Jurjees Hasan, Wasat Mansoor, Saifee Mullamitha, Richard A Hubner, Michael Braun, Mark P Saunders, Francisca Marti Marti, Angelos Angelakas, Tom Waddell, Nooreen Alam, Konstantinos Kamposioras

Hypersensitivity reactions (HSRs) to oxaliplatin occur in 7-25% of patients and pose a significant clinical challenge, particularly for individuals who otherwise benefit from oxaliplatin-based therapy. Although evidence supporting its efficacy remains limited, drug desensitisation protocols (DDPs) involving stepwise dose escalation have been adopted in clinical practice. This study describes the experience of a tertiary cancer centre with oxaliplatin desensitisation, focusing on recurrence of HSRs and treatment completion rates. A retrospective observational study was conducted at a comprehensive cancer centre between October 2019 and January 2024. Clinicopathological characteristics and oncological outcomes were examined for patients with gastrointestinal malignancies who received oxaliplatin-based chemotherapy using a DDP. Sixty-six patients underwent oxaliplatin desensitisation (median age 60 years; 55% female). Most had colorectal cancer (CRC) (n = 35, 53%) or upper gastrointestinal malignancies (n = 26, 39%); 85% (n = 56) were treated with palliative intent. The median number of oxaliplatin cycles prior to the first HSR was six (range 1-26). CAPOX (53%) and FOLFOX (42%) were the most common regimens associated with HSRs. Patients received a median of three cycles within the DDP (range 1-19). Most (76%) remained on their original systemic anti-cancer therapy without premature treatment modification. Sixteen patients (24%) experienced a recurrent HSR; however, 55 patients (83%) successfully completed their intended treatment. Outcomes during the desensitisation period included: no evidence of disease in eight patients (seven treated in the adjuvant setting), treatment response in 26 patients, and disease progression in 32 patients. Oxaliplatin desensitisation is feasible and enables most patients to continue systemic therapy, with low rates of treatment discontinuation and acceptable oncological outcomes. This approach should be considered for eligible patients who experience oxaliplatin-related HSRs to maintain access to effective chemotherapy.

奥沙利铂超敏反应(HSRs)发生在7-25%的患者中,这构成了重大的临床挑战,特别是对于那些从奥沙利铂为基础的治疗中获益的个体。尽管支持其有效性的证据仍然有限,但涉及逐步剂量递增的药物脱敏方案(ddp)已在临床实践中采用。本研究描述了奥沙利铂脱敏的三级癌症中心的经验,重点关注hsr的复发和治疗完成率。2019年10月至2024年1月,在一家综合癌症中心进行了一项回顾性观察研究。对使用DDP接受奥沙利铂为基础的化疗的胃肠道恶性肿瘤患者的临床病理特征和肿瘤预后进行了检查。66例患者接受奥沙利铂脱敏治疗(中位年龄60岁,55%为女性)。多数为结直肠癌(CRC) (n = 35, 53%)或上消化道恶性肿瘤(n = 26, 39%);85% (n = 56)患者以姑息治疗为目的。在第一次HSR之前,奥沙利铂周期的中位数为6(范围1-26)。CAPOX(53%)和FOLFOX(42%)是与hsr相关的最常见方案。患者在DDP(范围1-19)内接受了中位3个周期的治疗。大多数(76%)患者仍在使用最初的全身抗癌治疗,未进行过早的治疗修改。16例患者(24%)经历了复发性HSR;然而,55名患者(83%)成功完成了预期的治疗。脱敏期间的结果包括:8例患者无疾病迹象(7例接受辅助治疗),26例患者治疗反应,32例患者疾病进展。奥沙利铂脱敏是可行的,使大多数患者能够继续全身治疗,治疗停药率低,肿瘤预后可接受。对于经历奥沙利铂相关HSRs的符合条件的患者,应考虑采用这种方法来维持获得有效化疗的机会。
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引用次数: 0
A multimarker panel for diagnosis and prognosis prediction of fungal infections. 一种用于真菌感染诊断和预后预测的多标记物面板。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-21 DOI: 10.1007/s10238-026-02038-1
Yunyan Lou, Fanghao Yu, Yanting Zhao, Jianxin He

To develop and validate a routine indicator-based multimarker panel for fungal infection (FI) diagnosis and prognosis prediction. A retrospective cohort of 134 patients (63 FI, 71 non-FI) was stratified randomly into a training set (n = 75) and validation set (n = 59). Differential indicators were screened via non-parametric tests and univariate logistic regression, with LASSO regression verifying core variables. Four machine learning algorithms (logistic regression, SVM, GNB, LightGBM) were compared via 5-fold cross-validation. The model with the best performance was validated in the validation set. Six core indicators (hsCRP, BNP, PT%, D-Dimer, IL-17, PCT) were selected. The logistic regression algorithm was finally selected for modeling because of its optimal efficacy in the training set. The logistic-based model in validation set showed better performance than others. The diagnostic AUC was 0.845, sensitivity was 80.00%, specificity was 72.41%. The prognostic AUC was 0.767, sensitivity was 72.41% and specificity was 90.00%, outperforming single indicators. The logistic regression-derived multimarker panel integrates inflammatory, coagulation, and cardiac biomarkers, offering a reliable, accessible tool for FI diagnosis and prognostic stratification, especially in resource-limited settings.

目的:建立和验证一种基于常规指标的真菌感染(FI)诊断和预后预测的多标志物面板。134例患者(63例FI, 71例非FI)的回顾性队列随机分为训练组(n = 75)和验证组(n = 59)。通过非参数检验和单变量logistic回归筛选差异指标,用LASSO回归验证核心变量。4种机器学习算法(logistic回归、SVM、GNB、LightGBM)通过5重交叉验证进行比较。在验证集中对性能最佳的模型进行验证。选取6项核心指标(hsCRP、BNP、PT%、d -二聚体、IL-17、PCT)。由于逻辑回归算法在训练集上的效果最优,最终选择逻辑回归算法进行建模。在验证集中,基于逻辑的模型表现出较好的性能。诊断AUC为0.845,敏感性为80.00%,特异性为72.41%。预后AUC为0.767,敏感性为72.41%,特异性为90.00%,优于单一指标。logistic回归衍生的多标记物面板整合了炎症、凝血和心脏生物标记物,为FI诊断和预后分层提供了可靠、可获得的工具,特别是在资源有限的情况下。
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引用次数: 0
Translational MicroRNA research in COVID-19: bridging in Silico prediction with clinical biomarker potential. 翻译MicroRNA在COVID-19中的研究:桥接计算机预测与临床生物标志物潜力。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-21 DOI: 10.1007/s10238-025-02028-9
Fathia Z El Sharkawi, Marwa A Mohamed, Karim Montasser, Mamdouh M Mahdi, Hanaa B Atya
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引用次数: 0
Comparative effectiveness and safety of vonoprazan/amoxicillin-based dual therapy versus quadruple therapy as second-line treatment for Helicobacter pylori Infection: a retrospective cohort study. 以vonoprazan/阿莫西林为基础的双重治疗与四联治疗作为幽门螺杆菌感染二线治疗的有效性和安全性比较:一项回顾性队列研究
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-20 DOI: 10.1007/s10238-025-02037-8
Ying-Ying Han, Ji-Yan Li, Ya-Ni Zhou, Lin Tuo, Ge Wang, Jing-Mei Liu, Zhen-Zhen Zhou, Mei Liu, Pei-Yuan Li

The introduction of vonoprazan has markedly enhanced the effectiveness of the first-line Helicobacter pylori (H. pylori) eradication regimens. This study aimed to compare the effectiveness of vonoprazan-amoxicillin based dual therapy with that of quadruple therapy as second-line treatments, while also investigating potential clinical predictors of therapeutic success. From January 2023 to June 2025, we retrospectively analyzed clinical data from H. pylori-infected patients who received second-line treatment with either: vonoprazan-amoxicillin dual therapy (VA) or VA based quadruple therapy (VAMB; vonoprazan, amoxicillin, minocycline, and colloidal bismuth pectin). The eradication status was evaluated by 13/14C-urease breath test four weeks after treatment completion. Adverse events and medication compliance were systematically documented during follow-up. The study included 241 patients, with 107 receiving VA dual therapy and 134 undergoing VAMB quadruple therapy. Eradication rates were comparable between groups: 90.7% (VA) versus 92.5% (VAMB) by modified intention-to-treat (mITT) analysis, and 91.4% versus 93.7% by per-protocol (PP) analysis (all p > 0.05). Notably, the VA regimen demonstrated significantly fewer adverse events (8.4% vs 17.9%, p = 0.033). Both treatment arms maintained excellent medication adherence. Compared to the vonoprazan-amoxicillin-minocycline-bismuth (VAMB) quadruple regimen, vonoprazan-amoxicillin (VA) dual therapy achieved comparable eradication efficacy with a more favorable safety profile in second-line H. pylori treatment, representing a simplified yet effective rescue therapy option.

vonoprazan的引入显著提高了一线幽门螺杆菌(h.p ylori)根除方案的有效性。本研究旨在比较以vonoprazan-amoxicillin为基础的双重治疗与四联治疗作为二线治疗的有效性,同时也研究治疗成功的潜在临床预测因素。从2023年1月至2025年6月,我们回顾性分析了接受vonoprazan-阿莫西林双重治疗(VA)或基于VA的四联治疗(VAMB; vonoprazan,阿莫西林,米诺环素和胶体银果胶)二线治疗的幽门螺旋杆菌感染患者的临床数据。治疗结束后4周通过13/ 14c -脲酶呼气试验评估根除情况。在随访期间系统地记录不良事件和药物依从性。该研究包括241例患者,其中107例接受VA双重治疗,134例接受VAMB四联治疗。两组间的根除率具有可比性:改良意向治疗(mITT)分析为90.7% (VA)对92.5% (VAMB),按方案分析为91.4%对93.7% (p < 0.05)。值得注意的是,VA方案的不良事件明显减少(8.4% vs 17.9%, p = 0.033)。两个治疗组都保持了良好的药物依从性。与vonoprazan-阿莫西林-米诺环素-铋(VAMB)四联治疗方案相比,vonoprazan-阿莫西林(VA)双重治疗在二线幽门螺旋杆菌治疗中具有相当的根除效果和更有利的安全性,是一种简化但有效的救援治疗选择。
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引用次数: 0
Neuronal injury biomarkers GFAP and neurofilament light chains (NfL) are associated with neurotoxicity and endothelial dysfunction in adult patients treated with antiCD19 CART cells. 神经损伤生物标志物GFAP和神经丝轻链(NfL)与接受antid19 CART细胞治疗的成人患者的神经毒性和内皮功能障碍相关。
IF 3.5 4区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-19 DOI: 10.1007/s10238-026-02051-4
Eugenio Galli, Anna Modoni, Luca Battistini, Monica Rossi, Gisella Guerrera, Ilaria Pansini, Alessandro Corrente, Stefan Hohaus, Patrizia Chiusolo, Federica Sorà, Paolo Calabresi, Simona Sica
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引用次数: 0
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