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Translational values of tissue-resident memory T cells in chronic inflammation and cancer 组织驻留记忆T细胞在慢性炎症和癌症中的翻译价值
IF 1.9 Pub Date : 2025-09-19 DOI: 10.1002/ctd2.70078
Wanxin Duan, Xiangdong Wang

T cells are central orchestrators of adaptive immunity and play important and complex roles in chronic inflammation, despite that their roles remain even paradoxical. The dysregulations of T cells occur in chronic diseases, such as inflammation and cancer, from being protectors to potent drivers of tissue pathology.1-3 Of those, the pro-inflammatory tissue-resident memory (TRM) T cells accumulate within the tissue, perpetuating a cycle of inflammation. Subsets of TRM T cells, including those producing the highly inflammatory cytokine interleukin-17 (IL-17), are directly implicated in tissue damage, to form the ectopic lymphoid tissues, remodel the microenvironment, and amplify the local response in inflammation and cancer.4, 5 Reformed lymphoid alter local gradients of inflammatory mediators to trap and retain more lymphocytes and exacerbate the microenvironmental bioecology. The pre-activated TRM-like T cells harboured in lungs of smokers as the pre-existing state of a tissue can create an immune pressure that reprograms subsequent tumour evolution and response to therapy and profoundly influences disease progression.6

The deep understanding of TRM T-cell phenomes and bio-behaviours provides new insights for the identification of diagnostic biomarkers and therapeutic targets. The TRM T cells as a special type of memory T cells are categorised on basis of the locations (e.g., gut-TRM, lung-TRM, brain-TRM), cell surface antigens (e.g., CD8+ TRM, CD4+ TRM) or cell identity gene markers measured by single-cell RNA sequencing (scRNA-seq).7-9 One of biological characteristics is their long-term residence in specific tissue to take an immediate action in the initiation of immune responses to invaded pathogens and reduction infectious spreads, faster than circulating memory T cells. Of those, CD8+ TRM T cells are the majority responsible for antiviral and anti-tumour immunity and can directly terminate infected cells and pathogen replication by releasing inflammatory mediators and enzymes. CD4+ TRM can support other immune cells (such as B cells for antibody production, macrophages for activation) and regulate local immune responses to infectious and autoimmune diseases by enhancing the synergistic effects of the immune networks. In addition, TRM T cells play critical roles in the tissue repair by controlling microenvironmental contents of inflammatory mediators and recognising abnormal cells such as infected cells or cancer cells to reduce the risk of tissue damage and maintain microenvironmental immune bioecology. The molecular processes of reservable immune memory in TRM T cells can provide a number of alternatives for vaccination and immunotherapy.

Recent redefinition of redefining T-cell behaviour in inflamed or tumour microenvironment are largely driven by high-resolution techniques such as scRN

T细胞是适应性免疫的中枢协调者,在慢性炎症中发挥着重要而复杂的作用,尽管它们的作用仍然是矛盾的。T细胞的失调发生在慢性疾病中,如炎症和癌症,从组织病理学的保护者到强有力的驱动者。其中,促炎组织驻留记忆(TRM) T细胞在组织内积累,使炎症循环持续下去。TRM T细胞亚群,包括那些产生高炎性细胞因子白细胞介素-17 (IL-17)的细胞亚群,直接参与组织损伤,形成异位淋巴组织,重塑微环境,并放大炎症和癌症的局部反应。4,5重组淋巴细胞改变炎症介质的局部梯度,以捕获和保留更多淋巴细胞,加剧微环境生物生态。吸烟者肺部中预先激活的trm样T细胞作为组织的预先存在状态,可以产生免疫压力,重新编程随后的肿瘤进化和对治疗的反应,并深刻影响疾病进展。对TRM t细胞现象和生物行为的深入了解为鉴定诊断性生物标志物和治疗靶点提供了新的见解。TRM T细胞作为一种特殊类型的记忆T细胞,根据位置(例如,肠TRM,肺TRM,脑TRM),细胞表面抗原(例如,CD8+ TRM, CD4+ TRM)或单细胞RNA测序(scRNA-seq)测量的细胞身份基因标记进行分类。7-9生物学特性之一是它们长期驻留在特定组织中,对入侵病原体的免疫反应立即采取行动,减少感染扩散,比循环记忆T细胞更快。其中,CD8+ TRM T细胞主要负责抗病毒和抗肿瘤免疫,可以通过释放炎症介质和酶直接终止感染细胞和病原体复制。CD4+ TRM可以支持其他免疫细胞(如B细胞产生抗体,巨噬细胞活化),并通过增强免疫网络的协同作用调节局部免疫反应,以应对传染性和自身免疫性疾病。此外,TRM T细胞通过控制炎症介质的微环境含量,识别感染细胞或癌细胞等异常细胞,降低组织损伤风险,维持微环境免疫生物生态,在组织修复中发挥关键作用。TRM T细胞中保留免疫记忆的分子过程可以为疫苗接种和免疫治疗提供许多替代方案。最近对炎症或肿瘤微环境中t细胞行为的重新定义主要是由高分辨率技术如scRNA-seq、空间转录组学和多组学整合驱动的。使用scRNA-seq重新发现新的t细胞亚群/状态,不同于使用大量RNA分析的描述。炎症和损伤组织中TRM T细胞的形成受多种因素调控。功能不同的TRM亚群遵循不同的发育路径,例如,产生干扰素-γ (IFN-γ)的TRM1细胞依赖于T-bet-Hobit轴,而产生il -17的TRM17细胞则由转录因子c- maf独立编程这突出了TRM谱系中组织特异性特化的显著程度。此外,外部因素,如化学传感和代谢线索显著影响TRM细胞的行为。转录因子C/EBPβ作为某些化学物质的传感器可以直接促进T细胞驱动的肠道炎症11,而表达颗粒酶k的CD8+ T细胞的不同群体可能是慢性鼻窦炎复发的关键驱动因素12关键的是,细胞代谢已经成为一个中央调控枢纽。三磷酸腺苷(ATP)柠檬酸水解酶通过改变糖酵解ATP的产生以及磷脂和磷脂酰胆碱的生物合成,对t细胞驱动的结肠炎是必不可少的TRM T细胞的存活依赖于外源性脂质摄取,代谢副产物乳酸可以主动重编程炎症组织中的T细胞。ACLY通过产生乙酰辅酶a,为促炎基因位点的组蛋白乙酰化提供必需的底物,从而在表观遗传上促进IFN-γ和IL-17A等细胞因子的表达。TRM T细胞的分子现象和调控也在临床和转化发现和医学中得到强调。利用scRNA-seq,我们发现肺组织CD8+ naïve和记忆T细胞参与了CD8+ T细胞向耗竭细胞和/或细胞毒性细胞的分化,并积极调节多发性原发性肺癌患者的细胞死亡和细胞因子的产生。 干细胞样记忆T细胞是一群具有自我更新和分化能力的长寿命记忆T细胞,在新诊断的多发性骨髓瘤中减少在淀粉样蛋白轻链患者的骨髓中发现CD8+ TRM T细胞高表达抑制分子,在达拉单抗联合环磷酰胺、博替佐米和地塞米松后,抑制分子下调,IFNG表达上调,迅速激活。这些细胞被迅速激活,抑制标记物的表达减少,IFNG转录增加在肺中,TRM T细胞也被证明与基质相互作用肺TRM T细胞还被发现与间质细胞(如远端细胞)密切联系,以维持组织修复的激活这表明TRM T细胞的分子生物学行为可以作为诊断性生物标志物发现的来源,也可以作为治疗靶点鉴定的来源。然而,基于TRM t细胞的诊断和治疗的临床应用需要进一步完善其分子特征。TRM t细胞识别基因标记板的亚群和功能状态的准确性和特异性应根据组织类型和疾病进一步界定和标准化,以满足临床应用的要求,提高患者的预后。展望未来,TRM T细胞的生物学功能和保护作用高度依赖于TRM T细胞起源和分化轨迹的组织特异性和异质性。细胞内和细胞外信号的时空定位可以将TRM T细胞定向为分化或祖细胞样,由不同的配体受体活性、细胞因子梯度和通过多种信号通路(如转化生长因子β (TGFβ)或C-X-C Motif趋化因子(CXCL9)和CXCL10.19)特异性细胞接触调节。此外,TRM T细胞的真实微环境是立体时空的。动态和实时变化。连续的空间转录组可以提供TRM T细胞的立体图像,用于可视化多维连接/相互作用,而立体细胞测序可以为研究TRM T细胞如何调节炎症和癌症微环境的形成提供动态和形态学平台。20,21随着多组学技术的发展,人工智能TRM T单细胞将被构建,从而在单细胞水平上为了解分子调控动态、影响临床诊断和疾病预测提供可靠、快速的信息因此,更深入地挖掘RM t细胞的功能、特异性和它们的亚群、相互作用的细胞和位置之间的调节将创造更多的临床治疗方案。段万鑫负责文章的撰写和引用。王向东负责文章的设计策划和写作。作者声明无利益冲突。不适用。
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引用次数: 0
Genetic insights into congenital heart disease: Prevalence, aetiology and clinical implications 遗传洞察先天性心脏病:患病率,病因学和临床意义
IF 1.9 Pub Date : 2025-09-15 DOI: 10.1002/ctd2.70087
Yuan Yuan, Yi Jia, Shasha Peng, Shuru Zhao, Kang Dong, Yuruo Hu, Zicheng Zhao, Xiaofei Jiang, Zhe Zhang

Congenital heart disease (CHDs) pose a significant public health burden, impacting nearly 1% of newborns each year. This review focuses on the genetic aspects of CHDs, examining their prevalence, causes and the significant advancements in genetic technologies used for their diagnosis and management. We cover the wide range of CHDs, from minor septal defects to critical conditions like hypoplastic left heart syndrome, and underscore the complex interaction among genetic and environmental influences contributing to these defects. The review stresses the importance of understanding genetic inheritance patterns, especially in families with a history of CHDs, and the essential role of genetic counselling in evaluating familial risk and informing reproductive choices. We also explore the latest developments in genetic technologies, such as genome-wide association studies, single-nucleotide variations and copy number variants, which have greatly improved our ability to pinpoint genetic risk factors for CHDs. These genetic discoveries have important clinical applications, including their use in tailoring treatment plans and enhancing prenatal diagnosis. This review aims to elucidate the genetic architecture of CHDs by integrating findings from recent research, with the goal of enhancing the lives of those affected and their families.

先天性心脏病(CHDs)造成重大的公共卫生负担,每年影响近1%的新生儿。本文综述了冠心病的遗传方面,探讨了其患病率、病因以及用于其诊断和治疗的基因技术的重大进展。我们涵盖了广泛的冠心病,从轻微的室间隔缺陷到严重的左心发育不全综合征,并强调了遗传和环境影响之间复杂的相互作用,导致这些缺陷。这篇综述强调了了解基因遗传模式的重要性,特别是在有冠心病病史的家庭中,以及遗传咨询在评估家族风险和告知生育选择方面的重要作用。我们还探讨了遗传技术的最新发展,如全基因组关联研究,单核苷酸变异和拷贝数变异,这些都极大地提高了我们确定冠心病遗传风险因素的能力。这些基因发现具有重要的临床应用,包括用于定制治疗计划和加强产前诊断。本文旨在通过整合近年来的研究成果,阐明冠心病的遗传结构,以改善患者及其家庭的生活。
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引用次数: 0
The role of tertiary lymphoid structures in renal cell carcinoma: From predictive biomarker to therapeutic target 三级淋巴结构在肾细胞癌中的作用:从预测性生物标志物到治疗靶点
IF 1.9 Pub Date : 2025-09-09 DOI: 10.1002/ctd2.70085
Chongxiang Gao, Du Cai, Jianguang Qiu, Feng Gao

In the evolving landscape of cancer immunotherapy, tertiary lymphoid structures (TLS) have rapidly transitioned from a histological curiosity to a central mediator of anti-tumour immunity.1 A growing body of evidence, particularly within renal cell carcinoma (RCC), has established a strong association between the presence of dense, mature TLS in the tumour microenvironment (TME) and significant clinical benefit from immune checkpoint inhibitor (ICI) therapy. A recent meta-analysis provided high-level evidence for this, confirming that high TLS density correlates with superior objective response rates and prolonged progression-free survival across solid tumours, including RCC.2 This consensus is not only reshaping our understanding of the TME but also charting new paths for therapeutic innovation.

The significance of TLS lies in their function as fully equipped, in situ immune factories. Groundbreaking work using spatial transcriptomics has beautifully elucidated that within the TLS of RCC, a complete B cell maturation process occurs — from B cell recruitment and germinal centre reactions to the generation of antibody-producing plasma cells.3 These locally produced IgG antibodies can directly bind to and mark tumour cells for apoptosis. This elegant mechanism provides a compelling explanation for why TLS signatures are a key immunogenomic determinant for ‘exceptional responders’ to combination immunotherapy in RCC.4

However, the clinical utility of TLS is not a simple binary question; its value is deeply rooted in its heterogeneity. First, location and maturity are paramount. Studies indicate that it is the intratumoral and mature (i.e. secondary follicle-like) TLS that are most strongly associated with favourable outcomes and ICI efficacy.5 Second, the value of TLS is highly context-dependent on the surrounding immune milieu. A pivotal study proposed a more refined paradigm: optimal response to PD-1 blockade in RCC requires the combination of high TLS density with a low abundance of tissue-resident exhausted CD8+ T cells.6 This suggests that even a potent ‘immune factory’ is of limited use if the effector T cells are already terminally dysfunctional. This complex interplay may explain paradoxical reports of TLS correlating with poor prognosis in some RCC cohorts.7

These deepening insights are paving the way for clinical translation and future therapeutic strategies. To overcome the challenges of invasive biopsies, developing non-invasive surrogates is critical. An important clinical study has linked the baseline level of circulating unswitched memory B cells with the presence of intratumoral TLS and improved survival in patients with RCC treated with nivolumab, presenting a promising avenue for a liquid biopsy approach.8 This

在不断发展的癌症免疫治疗领域,三级淋巴样结构(TLS)已经迅速从组织学上的好奇心转变为抗肿瘤免疫的中心介质越来越多的证据,特别是在肾细胞癌(RCC)中,已经建立了肿瘤微环境(TME)中致密、成熟的TLS的存在与免疫检查点抑制剂(ICI)治疗的显着临床益处之间的密切关联。最近的一项荟萃分析为此提供了高水平的证据,证实高TLS密度与实体肿瘤(包括rcc)中优越的客观缓解率和延长的无进展生存期相关。这一共识不仅重塑了我们对TME的理解,而且为治疗创新开辟了新的途径。TLS的意义在于它们作为装备齐全的原位免疫工厂的功能。利用空间转录组学的开创性工作已经很好地阐明了在RCC的TLS中,发生了一个完整的B细胞成熟过程-从B细胞募集和生发中心反应到产生抗体的浆细胞这些局部产生的IgG抗体可以直接结合并标记肿瘤细胞凋亡。这种优雅的机制为为什么TLS签名是rcc联合免疫治疗“特殊应答者”的关键免疫基因组决定因素提供了令人信服的解释。它的价值深深植根于它的异质性。首先,地点和成熟度是最重要的。研究表明,肿瘤内和成熟的(即继发卵泡样)TLS与良好的预后和ICI疗效最密切相关其次,TLS的值高度依赖于周围的免疫环境。一项关键研究提出了一个更完善的范例:在RCC中,对PD-1阻断的最佳反应需要高TLS密度与低含量的组织驻留耗尽CD8+ T细胞的结合这表明,如果效应T细胞已经最终功能失调,即使是一个强大的“免疫工厂”的作用也是有限的。这种复杂的相互作用可以解释一些RCC队列中TLS与不良预后相关的矛盾报道。这些深入的见解为临床转化和未来的治疗策略铺平了道路。为了克服侵入性活检的挑战,开发非侵入性替代品至关重要。一项重要的临床研究将循环未切换记忆B细胞的基线水平与肿瘤内TLS的存在和nivolumab治疗的RCC患者的生存率提高联系起来,为液体活检方法提供了一个有希望的途径这一原则并非碾压混凝土所独有;在其他癌症中,类似的研究也成功地识别了与肿瘤内TLS相关的循环T细胞特征,加强了这种方法的可行性此外,在高度侵袭性但对ici敏感的肉瘤样RCC亚型中,TLS现在被认为是“普遍存在的”,这为其独特的免疫敏感性提供了关键的机制解释。展望未来,该领域将从被动预测转向主动调制。最终目标是通过治疗诱导TLS的形成和成熟,从而将免疫上的“冷”肿瘤转化为“热”肿瘤。令人兴奋的是,生物工程的前瞻性研究已经证明了在体外产生功能性的类tls器官的潜力,当移植时,可以在体内招募免疫细胞并发挥抗肿瘤作用。综上所述,TLS不仅是一种强大的预测RCC的生物标志物,也是一种可行的治疗靶点。首先,未来的努力必须集中在标准化TLS评估和验证可靠的循环生物标志物上。此外,阐明控制TLS形成和成熟的关键分子途径至关重要。最终,这些知识将指导能够安全有效地原位诱导成熟TLS的创新疗法的发展。通过追求这些途径,我们可以将我们对TLS的生物学理解转化为切实的临床策略,这将极大地改善RCC患者的预后。高崇祥和杜才起草了初稿。邱建光和高峰审阅了稿件。所有作者都批准并同意出版手稿的最终版本。不适用。
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引用次数: 0
Beyond the paradox: Cardiac-specific miR-106a delivery as a translational turning point for heart failure? 超越悖论:心脏特异性miR-106a递送作为心力衰竭的转译转折点?
IF 1.9 Pub Date : 2025-09-09 DOI: 10.1002/ctd2.70084
Wei-Wen Lim

Heart failure (HF) remains a global health burden and a leading cause of death and disability. In Asia, HF prevalence is projected to reach 74.5 million by 2050, a 127.6% increase from 2025,1 driven by rising cardiometabolic disease across the region. While current therapies target haemodynamic impairment and pathological neurohormonal hyperactivation, they offer limited benefit against progressive myocardial decline and cardiovascular mortality. Novel therapeutics are urgently needed to overcome challenges of poor tissue specificity, limited intracellular delivery and suboptimal pharmacokinetics.

MicroRNAs (miRNAs) are small non-coding RNAs, typically 20–24 nucleotides long, that regulate key post-transcriptional gene expression by binding to complementary sequences in messenger RNAs (mRNAs), leading to mRNA degradation or inhibition of translation. MiRNAs have recently emerged as promising biomarkers and potential therapeutic targets in HF. Their clinical translation, however, hinges on precise delivery to minimize off-target effects and enhancing biodistribution. In this context, Lu et al. recently reported a cardiac targeting peptide (CTP; 12-amino acid sequence APWHLSSQYSRT) conjugated to miR-106a (CTP–miR-106a), which reversed cardiac hypertrophy and dysfunction in an angiotensin II/isoproterenol-induced mouse model of HF.2 This study builds on prior in vitro evidence demonstrating that CTP–miR-106a selectively attenuates phenylephrine- and angiotensin II-induced cardiomyocyte hypertrophy, with preferential uptake over the human embryonic kidney 293 cell line, cardiac fibroblasts and endothelial cells.3

Following intravenous administration of 10 mg/kg of the dual-reporter construct Cy5.5–CTP–miR-106a–Cy3, which is linked via a disulphide bond cleavable by endogenous reductases to release Cy5.5–CTP and miR-106a–Cy3, cardiac expression of miR-106a peaked at 30 min post-injection.2 This was accompanied by tissue-level expression of the miR-106a–Cy3 reporter. The Cy5.5–CTP moiety was subsequently expelled from the myocardium within 3.5 h and cleared via hepatic and renal pathways. In contrast, miR-106a–Cy3 remained upregulated in cardiac tissue at 3.5 h, and elevated miR-106a mRNA levels persisted up to 7 days. Importantly, neither miR-106a–Cy3 nor miR-106a gene expression was detected in the liver, kidney or lung, suggesting cardiac-specific uptake. However, this observation contrasts with earlier studies by the same group, in which mice injected with 10 mg/kg of Cy5.5–CTP alone (without miR-106a moiety) exhibited robust and peak uptake in the liver and kidney as early as 15 min post-injection.4 This uptake paralleled the observations in the heart but declined more slowly, indicating delayed clearance.

Despite these findings, the precise mechanisms underlying CTP's cardiac specificity remain unclear. It i

心力衰竭仍然是全球健康负担,也是导致死亡和残疾的主要原因。在亚洲,心衰患病率预计到2050年将达到7450万,比2025年增加127.6%,1原因是该地区心脏代谢疾病的增加。虽然目前的治疗目标是血流动力学损伤和病理性神经激素过度激活,但它们对进行性心肌衰退和心血管死亡的益处有限。迫切需要新的治疗方法来克服组织特异性差,细胞内递送有限和次优药代动力学的挑战。MicroRNAs (miRNAs)是一种小的非编码rna,通常长20-24个核苷酸,通过结合信使rna (mRNA)中的互补序列来调节关键的转录后基因表达,导致mRNA降解或抑制翻译。近年来,mirna已成为心衰治疗中有前景的生物标志物和潜在的治疗靶点。然而,它们的临床转化取决于精确的递送,以最大限度地减少脱靶效应并增强生物分布。在此背景下,Lu等人最近报道了一种心脏靶向肽(CTP;12个氨基酸序列APWHLSSQYSRT)偶联miR-106a (CTP-miR-106a),可逆转血管紧张素II/异丙肾上腺素诱导的小鼠hf模型中的心脏肥厚和功能障碍。本研究建立在先前的体外证据的基础上,证明CTP-miR-106a选择性地减弱苯肾上腺素和血管紧张素II诱导的心肌细胞肥厚,并优先摄取人胚胎肾293细胞系、心脏成纤维细胞和内皮细胞。静脉注射10mg /kg双报告结构Cy5.5-CTP - miR-106a - cy3后,miR-106a - cy3通过内源性还原酶可切割的二硫键连接,释放Cy5.5-CTP和miR-106a - cy3, miR-106a的心脏表达在注射后30分钟达到峰值这伴随着miR-106a-Cy3报告基因的组织水平表达。Cy5.5-CTP片段随后在3.5小时内从心肌中排出,并通过肝和肾途径清除。相比之下,miR-106a - cy3在心脏组织中在3.5 h保持上调,miR-106a mRNA水平升高持续至7天。重要的是,在肝脏、肾脏或肺中均未检测到miR-106a - cy3或miR-106a基因表达,这表明其具有心脏特异性摄取。然而,这一观察结果与同一组的早期研究形成对比,在该研究中,小鼠单独注射10mg /kg Cy5.5-CTP(不含miR-106a片段),在注射后15分钟就在肝脏和肾脏中表现出强劲和峰值摄取这种摄取与心脏的观察结果相似,但下降得更慢,表明清除延迟。尽管有这些发现,CTP心脏特异性的确切机制仍不清楚。目前尚不清楚摄取是通过专门的膜受体还是通过不依赖受体的转导和内吞途径发生的同样,导致CTP片段随后从心肌细胞中排出的机制也不清楚。初步发现钾电压门控通道KCNH5可能参与CTP的转导和摄取4;然而,缺乏心肌细胞特异性敲除或非心肌细胞敲入模型的明确证据。值得注意的是,同一组在单剂量CTP后报告的毒性最小。在体外实验中,对心肌细胞中负责电传导的关键离子通道没有观察到明显的影响,对血液学和血液化学参数、血压或基于磁共振成像的心功能也没有任何明显的不利影响总的来说,这些发现支持CTP给药系统具有良好的安全性。虽然这种新型的治疗递送系统表明miR-106a在心衰治疗中具有很好的心脏靶向应用前景,但这些发现与早期证明miR-106a在心脏病中的致病作用的研究形成对比。Guan等人报道了miR-106a在小鼠压力过载的横主动脉收缩模型中以及在血管紧张素ii处理的心肌细胞中促进心脏肥厚。这种效应是通过直接靶向mitofusin 2介导的,从而通过破坏融合过程来调节线粒体动力学同样,Hao等人发现了内源性miR-106a上调在心肌缺血/再灌注损伤中的致病作用,这种作用可以通过激活SMAD5.8被长链非编码RNA FGD5-AS1减弱。miR-106a在不同研究中的明显复杂性和相互冲突的作用背后的原因尚不清楚。潜在的影响因素包括递送系统之间的生物利用度差异、细胞特异性靶向与器官特异性靶向、miR-106a的内源性表达与外源性给药以及心脏病模型之间的病理差异。 有必要使用miR-106a模拟物和抑制剂进行进一步的研究,以阐明这些多效性作用并阐明其治疗潜力(图1)。据报道,在急性HF患者中,miR-106a血浆水平下调,与NT-proBNP和hs-CRP水平呈负相关,这是两种公认的HF严重程度的生物标志物。9,10这种反比关系表明miR-106a在调节血流动力学应激和炎症方面具有潜在的保护作用,从而支持外源性修复作为治疗策略的基本原理。然而,存在相互矛盾的证据:在急性心肌梗死患者的血清中也有miR-106a上调的报道,8挑战了在心功能受损和随后HF的情况下补充miR-106a的治疗前提。除心血管疾病外,miR-106a在一系列恶性肿瘤和非癌症病理中经常失调,11有证据支持肿瘤抑制和致癌作用。这些在miR-106表达模式和检测方法上的不一致性,即使在同一疾病的研究中,也使其临床转化复杂化。考虑到其包含在原致癌miR-106a-363簇中,慢性过表达或持续心脏输送miR-106a后的致癌激活潜力值得仔细研究。在将基于mir -106的疗法推向临床应用之前,解决这一风险至关重要。越来越明显的是,mirna在调节心脏肥厚和心力衰竭的发展中起着至关重要的作用,但这种靶向治疗的机制基础和转化潜力仍然不完全清楚。深度RNA测序和生物信息学的进步极大地扩展了我们详细描述miRNA景观和推断HF功能网络的能力。随着mirna更直接的mRNA靶点得到实验验证,系统水平的通路分析对于揭示mirna在心脏重构中的复杂和环境依赖性作用至关重要。在这种情况下,miR-106a例证了一个悖论:其在急性心衰中的下调表明其对血流动力学应激和炎症具有保护作用,而其在心肌梗死中的上调和miR-106a ~ 363簇内潜在的致癌活性引起了对治疗恢复的意外后果的担忧。在基于mir -106的干预措施可以安全地引入临床之前,解决这种肥厚性消退和增生性风险之间的二元性将需要跨越心脏、炎症和致癌信号轴的综合研究。对稿件进行概念化、形象化、写作和编辑。提交人声明,他没有任何已知的竞争商业利益或个人关系,可能影响此处报告的工作。伦理批准和知情同意不适用于本文,因为评论是基于现有出版物进行的。
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引用次数: 0
Computational modeling and simulation in oncology 肿瘤学中的计算建模与仿真
IF 1.9 Pub Date : 2025-09-05 DOI: 10.1002/ctd2.70082
Christian Baumgartner

Computational modeling and simulation are playing an increasingly important role in oncology, bridging biological research, data science and clinical practice to better understand cancer complexity and inform therapeutic development. This special issue presents recent advances in multiscale modeling, artificial intelligence-driven systems, digital twins, and in silico trials, illustrating the evolving potential of computational tools to support innovation from bench to bedside. Together, these contributions outline a future in which precision medicine, adaptive therapies and personalized diagnostics are guided by integrative and predictive modelling approaches.

计算建模和模拟在肿瘤学、连接生物学研究、数据科学和临床实践中发挥着越来越重要的作用,以更好地了解癌症的复杂性并为治疗开发提供信息。本期特刊介绍了多尺度建模、人工智能驱动系统、数字孪生和硅试验方面的最新进展,说明了计算工具在支持从实验室到床边的创新方面不断发展的潜力。总之,这些贡献勾勒出精准医学、适应性疗法和个性化诊断以综合和预测建模方法为指导的未来。
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引用次数: 0
The SLC39A1-DRP1 axis: A paradigm shift in targeting mitochondrial dynamics for HCC therapy SLC39A1-DRP1轴:靶向线粒体动力学治疗HCC的范式转变
IF 1.9 Pub Date : 2025-08-31 DOI: 10.1002/ctd2.70074
Jing Zhao, Dengke Bao
<p>No abstract available</p><p>Hepatocellular carcinoma (HCC) remains a formidable global health challenge, with recurrence rates exceeding 70% post-resection due to elusive molecular drivers.<span><sup>1, 2</sup></span> The groundbreaking study by Li et al. (CTM2-2024-12-4200) unveils the SLC39A1-DRP1 interaction as a linchpin in HCC recurrence, bridging mitochondrial dysfunction to therapeutic innovation.<span><sup>3</sup></span> Here, we distil the study's transformative insights and their implications for precision oncology.</p><p>SLC39A1, traditionally known for zinc transport, emerges as an oncogenic disruptor of mitochondrial quality control. Li et al. demonstrate that SLC39A1 hyperactivates DRP1, triggering aberrant fission, mitophagy, and ROS suppression—key survival mechanisms for residual HCC cells. Strikingly, this effect is zinc—independent, challenging dogma and revealing a moonlighting role for SLC39A1 in mitochondrial dynamics. The study's multi-omics rigor—spanning clinical cohorts (<i>n</i> = 27), TCGA validation, and genetically engineered mice—solidifies SLC39A1 as a prognostic biomarker and actionable target.</p><p>The study's crowning achievement is a rationally designed peptide that disrupts SLC39A1-DRP1 binding, restoring mitochondrial homeostasis and inducing apoptosis in preclinical models. This approach outshines broad-spectrum inhibitors by precision-targeting a nodal interaction, minimizing off-target effects. The peptide's efficacy in xenografts underscores its potential as an adjuvant therapy to curb post-surgical recurrence—a critical unmet need.</p><p>Previous work by Bao et al.<span><sup>4</sup></span> established that DRP1-mediated mitochondrial fission promotes cancer metastasis through cytosolic mtDNA release and TLR9/NF-κB pathway activation, a mechanism that aligns with and strengthens Li et al.’s observations of DRP1's pro-tumorigenic role in HCC. While SLC39A1 has been primarily characterized as a zinc transporter involved in maintaining cellular zinc homeostasis,<span><sup>5</sup></span> this study uncovered a zinc-independent oncogenic mechanism, significantly expanding our understanding of its functional diversity in cancer progression. However, several key controversies and knowledge gaps emerge when situating these findings within the larger literature. The role of autophagy in cancer remains particularly contentious—while previous study demonstrated tumour-suppressive effects through p62/SQSTM1-mediated pathways,<span><sup>6</sup></span> Li et al.’s data suggest SLC39A1-induced autophagy promotes HCC recurrence, potentially indicating stage- or context-dependent functionality. This paradox is further complicated by tissue-specific differences in SLC39A1 activity. Notably, in prostate cancer models, SLC39A1 exhibits tumour-suppressive properties by inhibiting NF-κB signalling,<span><sup>7</sup></span> starkly contrasting with its pro-tumorigenic role in HCC. These discrepancies underscore the critical
这些未解决的问题不仅突出了我们对SLC39A1生物学理解的重要空白,而且强调了对其在各种癌症类型和微环境中作用机制的潜在上下文依赖性差异进行更全面研究的必要性。该研究结果为改善HCC管理开辟了一些有希望的转化和研究途径。在治疗发展方面,通过纳米颗粒包封或其他给药系统优化slc39a1靶向肽的稳定性和生物利用度,可以显著提高其作为预防术后复发的辅助治疗的临床潜力。此外,将Mdivi-1等DRP1抑制剂与现有的免疫疗法(例如抗pd1检查点抑制剂)联合使用,可能会产生同时针对线粒体动力学和免疫逃避机制的协同治疗策略。利用低温电子显微镜对SLC39A1-DRP1-MCU复合体进行更深入的机制研究可以阐明其结构细节,为更精确的药物干预提供潜在的新药物口袋。此外,探索SLC39A1如何影响肿瘤微环境,特别是其对肿瘤相关巨噬细胞(tam)极化和中性粒细胞招募的影响,可以揭示促进HCC进展的重要免疫代谢交叉通路。在诊断方面,开发液体活检方法来检测循环中SLC39A1/DRP1表达水平或线粒体DNA片段,可以实现无创监测复发风险和治疗反应,解决HCC管理中对更好预后工具的关键临床需求。这些多方面的研究方向,从分子治疗到临床诊断,共同建立在研究的核心发现之上,同时解决了我们对HCC的生物学理解和临床能力的关键空白。Li等人的研究证实SLC39A1-DRP1轴是HCC复发中线粒体质量控制的关键调控因子,具有显著的治疗潜力。虽然组织特异性功能和不依赖锌的机制提出了有趣的问题,但这些发现为精准医疗策略铺平了道路。未来的研究应优先考虑临床转化,利用结构洞察力和联合治疗来改善患者的预后。
{"title":"The SLC39A1-DRP1 axis: A paradigm shift in targeting mitochondrial dynamics for HCC therapy","authors":"Jing Zhao,&nbsp;Dengke Bao","doi":"10.1002/ctd2.70074","DOIUrl":"https://doi.org/10.1002/ctd2.70074","url":null,"abstract":"&lt;p&gt;No abstract available&lt;/p&gt;&lt;p&gt;Hepatocellular carcinoma (HCC) remains a formidable global health challenge, with recurrence rates exceeding 70% post-resection due to elusive molecular drivers.&lt;span&gt;&lt;sup&gt;1, 2&lt;/sup&gt;&lt;/span&gt; The groundbreaking study by Li et al. (CTM2-2024-12-4200) unveils the SLC39A1-DRP1 interaction as a linchpin in HCC recurrence, bridging mitochondrial dysfunction to therapeutic innovation.&lt;span&gt;&lt;sup&gt;3&lt;/sup&gt;&lt;/span&gt; Here, we distil the study's transformative insights and their implications for precision oncology.&lt;/p&gt;&lt;p&gt;SLC39A1, traditionally known for zinc transport, emerges as an oncogenic disruptor of mitochondrial quality control. Li et al. demonstrate that SLC39A1 hyperactivates DRP1, triggering aberrant fission, mitophagy, and ROS suppression—key survival mechanisms for residual HCC cells. Strikingly, this effect is zinc—independent, challenging dogma and revealing a moonlighting role for SLC39A1 in mitochondrial dynamics. The study's multi-omics rigor—spanning clinical cohorts (&lt;i&gt;n&lt;/i&gt; = 27), TCGA validation, and genetically engineered mice—solidifies SLC39A1 as a prognostic biomarker and actionable target.&lt;/p&gt;&lt;p&gt;The study's crowning achievement is a rationally designed peptide that disrupts SLC39A1-DRP1 binding, restoring mitochondrial homeostasis and inducing apoptosis in preclinical models. This approach outshines broad-spectrum inhibitors by precision-targeting a nodal interaction, minimizing off-target effects. The peptide's efficacy in xenografts underscores its potential as an adjuvant therapy to curb post-surgical recurrence—a critical unmet need.&lt;/p&gt;&lt;p&gt;Previous work by Bao et al.&lt;span&gt;&lt;sup&gt;4&lt;/sup&gt;&lt;/span&gt; established that DRP1-mediated mitochondrial fission promotes cancer metastasis through cytosolic mtDNA release and TLR9/NF-κB pathway activation, a mechanism that aligns with and strengthens Li et al.’s observations of DRP1's pro-tumorigenic role in HCC. While SLC39A1 has been primarily characterized as a zinc transporter involved in maintaining cellular zinc homeostasis,&lt;span&gt;&lt;sup&gt;5&lt;/sup&gt;&lt;/span&gt; this study uncovered a zinc-independent oncogenic mechanism, significantly expanding our understanding of its functional diversity in cancer progression. However, several key controversies and knowledge gaps emerge when situating these findings within the larger literature. The role of autophagy in cancer remains particularly contentious—while previous study demonstrated tumour-suppressive effects through p62/SQSTM1-mediated pathways,&lt;span&gt;&lt;sup&gt;6&lt;/sup&gt;&lt;/span&gt; Li et al.’s data suggest SLC39A1-induced autophagy promotes HCC recurrence, potentially indicating stage- or context-dependent functionality. This paradox is further complicated by tissue-specific differences in SLC39A1 activity. Notably, in prostate cancer models, SLC39A1 exhibits tumour-suppressive properties by inhibiting NF-κB signalling,&lt;span&gt;&lt;sup&gt;7&lt;/sup&gt;&lt;/span&gt; starkly contrasting with its pro-tumorigenic role in HCC. These discrepancies underscore the critical","PeriodicalId":72605,"journal":{"name":"Clinical and translational discovery","volume":"5 5","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctd2.70074","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144923754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An important step to translate single-cell measurement into clinical practice: Stereoscopic cells 将单细胞测量转化为临床实践的重要一步:立体细胞
IF 1.9 Pub Date : 2025-08-27 DOI: 10.1002/ctd2.70049
Xiangdong Wang, Wanxin Duan, Xuanqi Liu, Jia Fan

Clinical single-cell biomedicine is an emerging disciplines within molecular medicine that brings more advanced alternatives for disease diagnoses and therapies. With the rapid development of biotechnologies such as Stereo-seq and Stereo-cell, it is now possible to explore the spatiotemporal and dynamical changes of intracellular element and organelle locations, distributions, and functional and morphological phenomes in stereological single cells at multiple layers and orientations. Stereological single cells (StereoCell) will provide the precise multidimensional information on molecular interactions, organelle communications, and signaling pathways, as well as on the interventions involving small molecule-, protein-, and cell-based therapies with targets. This is achieved by integrating morphological images, molecular multi-omics, and clinical phenomics. StereoCell is one of biotechnological breakthroughs and milestones during of clinical translation of single-cell measurements to pathology, biochemistry, hematology, and bioliquid tests. It is also a new approach to discover and develop new diagnostic biomarkers and therapeutic targets, and a new way to dynamically monitor the disease progression and therapeutic effects. Thus, we believe that SereoCell, detected by Stereo-seq and Stereo-cell, will provide new insights into human diseases and reforming clinical practices.

临床单细胞生物医学是分子医学中的一门新兴学科,它为疾病的诊断和治疗带来了更先进的选择。随着立体序列和立体细胞等生物技术的快速发展,可以在多层和多方位上探索立体单细胞中细胞内元件和细胞器的位置、分布、功能和形态的时空和动态变化。立体单细胞(StereoCell)将提供分子相互作用、细胞器通信和信号通路的精确多维信息,以及涉及小分子、蛋白质和靶向细胞治疗的干预措施。这是通过整合形态学图像、分子多组学和临床表型组学来实现的。StereoCell是单细胞检测在病理学、生物化学、血液学和生物液体检测的临床转化过程中的生物技术突破和里程碑之一。这也是发现和开发新的诊断生物标志物和治疗靶点的新途径,也是动态监测疾病进展和治疗效果的新途径。因此,我们相信通过Stereo-seq和Stereo-cell检测到的SereoCell将为人类疾病和改革临床实践提供新的见解。
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引用次数: 0
A new member at the table: Granzyme K as a lymphocyte-born complement initiator 桌子上的新成员:颗粒酶K作为淋巴细胞出生的补体启动器
IF 1.9 Pub Date : 2025-08-19 DOI: 10.1002/ctd2.70069
Manoj Kumar Pandey

The complement system, classically defined by its three canonical activation pathways, that is, classical, lectin, and alternative has long been considered a liver-derived, plasma-resident immune surveillance system. These pathways converge at the cleavage of complement (C3) and C5, generating potent effectors, such as C3a, C3b, C5a, and C5b that orchestrate immune clearance via inflammation, opsonisation, and membrane attack complex (MAC) formation1, 2 (Figure 1a–c). However, emerging evidence over the past decade has radically reshaped this view. We now recognise a spectrum of non-canonical complement activation routes including intracellular complosome activity, proteolytic cleavage by thrombin, kallikrein, cathepsins, and redox-driven activation that integrate complement into broader immune, metabolic and stress response networks.2-9

A recent study by Donado et al.10 introduced a novel addition to this expanding repertoire granzyme K (GZMK), a serine protease released by cytotoxic lymphocytes, as a direct initiator of complement activation. In contrast to thrombin, kallikrein, and cathepsin, which bypass early steps to directly cleave C3 and C5 intracellularly,3, 7, 9 GZMK uniquely cleaves C4 and C2 on the cell surface, generating the classical C3 convertase (C4b2a) and C5 convertase (C4b2a3b) independent of antibody–antigen complexes or MBL/Ficolin. This places GZMK mechanistically alongside C1r and C1s and MASPs but fundamentally distinct in origin and context cell-autonomous, lymphocyte-derived, and recognition-independent (Figure 2a–f). This discovery reframes complement as not just a fluid-phase sentinel but also a cellularly initiated effector system.

Granzymes, a conserved family of serine proteases (GZMA, GZMB, GZMK, GZMM, GZMH in humans), are best known for their role in perforin-mediated cytotoxicity by CD8⁺ T cells and natural killer (NK) cells.11 Yet beyond cytolysis, granzymes increasingly appear as modulators of inflammation and tissue remodelling. GZMB, for instance, cleaves extracellular matrix proteins and promotes autoantigen formation in autoimmune diseases.12-17 GZMA, GZMB, and GZMM are implicated in viral control and inflammation, often via extracellular routes.

Amongst them, GZMK stands out as a non-cytolytic effector with immunoregulatory and pro-inflammatory properties. It is expressed in γδ T cells, invariant natural killer T (NKT) cells, and CD56bright⁺ NK cells and is upregulated in aging and chronic immune activation replication.18-20 Structurally homologous to trypsin and GZMA, GZMK contains a unique heparin-binding domain that enables its interaction with cell-surface heparan sulphate proteoglycans (HSPGs).21-25 It cleaves substrates such as SET nuclear proto-oncogene (a nucleosome assembly protein (SET)

补体系统,经典定义为三种典型的激活途径,即经典、凝集素和替代,长期以来被认为是肝脏来源的、血浆驻留的免疫监视系统。这些途径在补体(C3)和C5的切割处汇合,产生有效的效应物,如C3a、C3b、C5a和C5b,它们通过炎症、调理和膜攻击复合物(MAC)形成来协调免疫清除1,2(图1a-c)。然而,过去十年新出现的证据从根本上改变了这一观点。我们现在认识到一系列非典型补体激活途径,包括细胞内复合物活性、凝血酶、钾化酶、组织蛋白酶的蛋白水解裂解和氧化还原酶驱动的激活,这些途径将补体整合到更广泛的免疫、代谢和应激反应网络中。Donado等人最近的一项研究10引入了一种新的扩展库颗粒酶K (GZMK),一种由细胞毒性淋巴细胞释放的丝氨酸蛋白酶,作为补体激活的直接启动剂。与凝血酶、钾化酶和组织蛋白酶绕过早期步骤直接在细胞内切割C3和C5不同,3,7,9 GZMK独特地在细胞表面切割C4和C2,产生经典的C3转化酶(C4b2a)和C5转化酶(C4b2a3b),独立于抗体-抗原复合物或MBL/Ficolin。这使得GZMK在机制上与C1r、C1s和MASPs同在,但在起源和背景上却截然不同——细胞自主、淋巴细胞衍生、识别独立(图2a-f)。这一发现重新定义了补体不仅是一个液相前哨,而且是一个细胞启动的效应系统。颗粒酶是一个保守的丝氨酸蛋白酶家族(GZMA、GZMB、GZMK、GZMM、GZMH),以其在CD8 + T细胞和自然杀伤(NK)细胞中穿孔素介导的细胞毒性中的作用而闻名然而,除了细胞溶解,颗粒酶越来越多地作为炎症和组织重塑的调节剂出现。例如,GZMB在自身免疫性疾病中切割细胞外基质蛋白并促进自身抗原的形成。GZMA、GZMB和GZMM通常通过细胞外途径参与病毒控制和炎症。其中,GZMK是一种具有免疫调节和促炎特性的非细胞溶解效应物。它在γδ T细胞、不变性自然杀伤T (NKT)细胞和CD56bright + NK细胞中表达,在衰老和慢性免疫激活复制中表达上调。18-20在结构上与胰蛋白酶和GZMA同源,GZMK含有一个独特的肝素结合结构域,使其能够与细胞表面硫酸肝素蛋白聚糖(HSPGs)相互作用。21-25它切割底物,如核原癌基因(一种核小体组装蛋白(SET))、异质核核糖核蛋白K (hnRNP K)和小管蛋白,影响染色质结构、mRNA代谢和细胞完整性。26,27值得注意的是,GZMK + CD8 + T细胞已经在一系列炎症性疾病中被检测到,如克罗恩病、狼疮肾炎、类风湿性关节炎、哮喘、阿尔茨海默病和癌症,并且它们的频率随着年龄的增长而增加,表明在炎症和慢性病理中起作用。28-32Donado等人进一步证明gzmk缺陷小鼠在皮炎和关节炎模型中表现出补体活化降低和炎症减轻。在人滑膜中,GZMK + T细胞与补体沉积共定位,通过局部补体激活支持它们作为组织损伤驱动因素的作用。硫酸乙酰肝素(HS)是一种结构多样的糖胺聚糖,存在于几乎所有细胞表面和细胞外基质中,在发育、组织修复和免疫中起着重要作用。33,34它还与补体系统广泛结合,结合许多组分(C1q、C4b、C5、因子B和H、MASPs、组分C1q受体、CR3和CR)并调节其功能。35-39值得注意的是,HS作为GZMK和补体的关键结合平台,将前者锚定在细胞表面,促进C4和c2.10的局部切割。这种趋同表明,HS丰富的微环境具有更广泛的免疫作用,如炎症组织和粘膜表面,作为淋巴细胞效应蛋白驱动的局部补体活化的枢纽。因此,在病理条件下,HS不仅可以作为结构支架,还可以作为免疫效应级联的生化放大器。GZMK作为补体活化蛋白酶的鉴定开辟了新的治疗机会,但也提出了关键的挑战。GZMK是一把双刃剑,它通过补体激活促进慢性炎症,但也有助于宿主防御病毒和肿瘤。17,40其底物,如hnRNP K对RNA加工和细胞存活至关重要,26,27强调如果不加区分地靶向,可能会产生意想不到的毒性。同样,全身性补体抑制(如: (C5阻断剂)已经改变了阵发性夜间血红蛋白尿和非典型溶血性尿毒症综合征等疾病的治疗方法,但它增加了对包膜性细菌感染的脆弱性,需要长期抗生素预防和疫苗接种。41-49在合并免疫抑制或慢性感染的患者中,这些风险更大。在GZMK +淋巴细胞和补体协同驱动病理的疾病环境中,例如自身免疫性关节炎、炎症性肠病、狼疮,合理的组合策略可能是有必要的。GZMK和C5aR1的双重抑制,结合生物标志物引导的患者选择和感染预防,可以提供高回报的精确免疫治疗方法。例如,GZMK + CD8 + T细胞浸润和补体片段沉积升高的患者可能从此类干预中获益最多。未来的研究应旨在确定精确的分子背景和生物标志物,以描述gzmk驱动的补体激活何时何地是致病的,保护的,或两者兼而有之。理解这种免疫学辩证法将是将这些见解转化为临床益处的关键。Manoj Kumar Pandey构思了手稿的总体结构和科学叙述。他进行了全面的文献综述,整理了原始数据,并主导了文本的起草。他独自负责确保手稿的科学严谨性、概念完整性和清晰度。他肯定完全适用于工作的各个方面,包括其准确性和完整性。作者声明无利益冲突。这项研究没有得到外部资助。不适用。
{"title":"A new member at the table: Granzyme K as a lymphocyte-born complement initiator","authors":"Manoj Kumar Pandey","doi":"10.1002/ctd2.70069","DOIUrl":"https://doi.org/10.1002/ctd2.70069","url":null,"abstract":"<p>The complement system, classically defined by its three canonical activation pathways, that is, classical, lectin, and alternative has long been considered a liver-derived, plasma-resident immune surveillance system. These pathways converge at the cleavage of complement (C3) and C5, generating potent effectors, such as C3a, C3b, C5a, and C5b that orchestrate immune clearance via inflammation, opsonisation, and membrane attack complex (MAC) formation<span><sup>1, 2</sup></span> (Figure 1a–c). However, emerging evidence over the past decade has radically reshaped this view. We now recognise a spectrum of non-canonical complement activation routes including intracellular complosome activity, proteolytic cleavage by thrombin, kallikrein, cathepsins, and redox-driven activation that integrate complement into broader immune, metabolic and stress response networks.<span><sup>2-9</sup></span></p><p>A recent study by Donado et al.<span><sup>10</sup></span> introduced a novel addition to this expanding repertoire granzyme K (GZMK), a serine protease released by cytotoxic lymphocytes, as a direct initiator of complement activation. In contrast to thrombin, kallikrein, and cathepsin, which bypass early steps to directly cleave C3 and C5 intracellularly,<span><sup>3, 7, 9</sup></span> GZMK uniquely cleaves C4 and C2 on the cell surface, generating the classical C3 convertase (C4b2a) and C5 convertase (C4b2a3b) independent of antibody–antigen complexes or MBL/Ficolin. This places GZMK mechanistically alongside C1r and C1s and MASPs but fundamentally distinct in origin and context cell-autonomous, lymphocyte-derived, and recognition-independent (Figure 2a–f). This discovery reframes complement as not just a fluid-phase sentinel but also a cellularly initiated effector system.</p><p>Granzymes, a conserved family of serine proteases (GZMA, GZMB, GZMK, GZMM, GZMH in humans), are best known for their role in perforin-mediated cytotoxicity by CD8⁺ T cells and natural killer (NK) cells.<span><sup>11</sup></span> Yet beyond cytolysis, granzymes increasingly appear as modulators of inflammation and tissue remodelling. GZMB, for instance, cleaves extracellular matrix proteins and promotes autoantigen formation in autoimmune diseases.<span><sup>12-17</sup></span> GZMA, GZMB, and GZMM are implicated in viral control and inflammation, often via extracellular routes.</p><p>Amongst them, GZMK stands out as a non-cytolytic effector with immunoregulatory and pro-inflammatory properties. It is expressed in γδ T cells, invariant natural killer T (NKT) cells, and CD56bright⁺ NK cells and is upregulated in aging and chronic immune activation replication.<span><sup>18-20</sup></span> Structurally homologous to trypsin and GZMA, GZMK contains a unique heparin-binding domain that enables its interaction with cell-surface heparan sulphate proteoglycans (HSPGs).<span><sup>21-25</sup></span> It cleaves substrates such as SET nuclear proto-oncogene (a nucleosome assembly protein (SET)","PeriodicalId":72605,"journal":{"name":"Clinical and translational discovery","volume":"5 4","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctd2.70069","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144869150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 analyses of single-cell and bulk RNA sequencing reveal tumour microenvironment features associated with neoadjuvant immunochemotherapy response in oesophageal squamous cell carcinoma 单细胞和大量RNA测序的综合分析揭示了与食管鳞状细胞癌新辅助免疫化疗反应相关的肿瘤微环境特征
IF 1.9 Pub Date : 2025-08-15 DOI: 10.1002/ctd2.70080
Xianxian Wu, Xiaoxing Ye, Wei Ji, Xiangyang Yu, Ahuan Xie, Zichang Xiang, Zhilin Sui, Jiquan Tang, Zhentao Yu

Background

Neoadjuvant chemotherapy combined with immunotherapy (NACI) has shown promise in oesophageal squamous cell carcinoma (ESCC). However, a significant proportion of patients exhibit resistance to NACI, and the underlying mechanisms remain unresolved.

Methods

We integrated single-cell RNA sequencing data, including seven patients with ESCC treated with NACI and 69 patients with ESCC treated with surgery alone. Bulk RNA sequencing data were obtained from a public database. Immunohistochemistry and multiplexed immunofluorescence staining were performed to verify the role of important immune cells and molecules in clinical treatment outcomes.

Results

Here, we profiled the transcriptomes of 512 736 cells from 76 patients with ESCC, revealing that the nonresponder baseline tumour microenvironment exhibited a relative absence of major histocompatibility complex II molecules expressed on CD20+B cells and a low expression of CXCL13 on CD4_Tfh and CD8_Tex cells. We also identified CD68+CD163+ macrophages that highly expressed the immunosuppressive LGALS9 gene and preferentially accumulated in the nonresponders after NACI treatment. In addition, nonresponders had a higher baseline fraction of POSTN+fibroblasts, which is associated with higher infiltration of CD68+CD163+ macrophages and lower infiltration of germinal centre B cells. Finally, we described the different characteristics of malignant epithelial cells from different pathological responses to tumours.

Conclusions

This study has unveiled a potential regulatory network among immune cells, stromal cells and malignant epithelial cells under different pathological response conditions and provides a valuable resource for discovering novel targeted therapies for ESCC.

背景:新辅助化疗联合免疫治疗(NACI)在食管鳞状细胞癌(ESCC)中显示出前景。然而,相当比例的患者对NACI表现出耐药性,其潜在机制仍未解决。方法整合单细胞RNA测序数据,包括7例经NACI治疗的ESCC患者和69例单纯手术治疗的ESCC患者。大量RNA测序数据来自公共数据库。通过免疫组织化学和多重免疫荧光染色来验证重要免疫细胞和分子在临床治疗结果中的作用。研究人员分析了76例ESCC患者的512 736个细胞的转录组,发现无应答基线肿瘤微环境表现为CD20+B细胞上表达的主要组织相容性复合体II分子相对缺乏,CD4_Tfh和CD8_Tex细胞上表达的CXCL13较低。我们还发现CD68+CD163+巨噬细胞高度表达免疫抑制LGALS9基因,并优先在NACI治疗后无反应的患者中积累。此外,无应答者的POSTN+成纤维细胞的基线分数较高,这与CD68+CD163+巨噬细胞的浸润较高和生发中心B细胞的浸润较低有关。最后,我们描述了恶性上皮细胞对肿瘤的不同病理反应的不同特征。结论本研究揭示了免疫细胞、基质细胞和恶性上皮细胞在不同病理反应条件下的潜在调控网络,为发现ESCC的新型靶向治疗方法提供了宝贵的资源。
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引用次数: 0
B-cell lymphoma classification using vision-language models and in-context learning 使用视觉语言模型和情境学习的b细胞淋巴瘤分类
IF 1.9 Pub Date : 2025-08-15 DOI: 10.1002/ctd2.70081
Mobina Shrestha, Bishwas Mandal, Vishal Mandal, Amir Babu Shrestha
<p>Dear Editor,</p><p>Accurate classification of B-cell lymphoma is essential for leading treatment decisions and prognostic assessments. Subtypes such as chronic lymphocytic leukaemia (CLL), follicular lymphoma (FL), and mantle cell lymphoma (MCL) often show overlapping morphologic features, particularly in small biopsies or poorly preserved samples. Even with supporting ancillary tests, distinguishing between these subtypes can be difficult, especially outside large university centers where hematopathology subspecialists may not be available. Digital pathology has brought with it the possibility of augmenting diagnostic accuracy with artificial intelligence (AI), particularly through deep learning algorithms. Several studies have shown promising results when convolutional neural networks are trained on thousands of annotated images to identify lymphoid neoplasms and other malignancies.<span><sup>1, 2</sup></span> But these approaches often require large-scale, curated datasets, annotated by domain experts.</p><p>This is where in-context learning (ICL) offers a meaningful alternative. ICL allows models to generate predictions based on just a few labelled examples shown at inference time, without the need for annotated datasets or model retraining. This mirrors how clinicians’ reason through new cases by recalling similar prior examples and using them to guide interpretation. Large vision-language models (VLMs) have demonstrated this ability in domains like dermatopathology, radiology, and gastrointestinal histology. However, despite the progress, to this date there have been no studies applying ICL to lymphoma subtyping. Given that B-cell lymphomas have well-described morphologic patterns and are amongst the most common lymphoid neoplasms encountered in practice, they are an ideal test case for this approach.</p><p>Therefore, in this study, we evaluated four state-of-the-art VLMs, that is, GPT-4o, Paligemma, CLIP and ALIGN in classifying CLL, FL, and MCL using digital histopathology images. We assess model performance in zero-shot and few-shot settings, simulating real-world diagnostic constraints where only a handful of reference cases may be available. Our aim is not to replace pathologists but to explore whether this type of AI can be used as a low-barrier, annotation-efficient tool to support lymphoma diagnosis, especially in environments where expert pathology review is limited.</p><p>In this study, a total of 150 Haematoxylin and Eosin (H&E) stained histopathology images with 50 each of CLL, FL and MCL were used. All images were obtained from the publicly available malignant lymphoma classification dataset on Kaggle.<span><sup>3</sup></span> Testing for GPT-4o was performed via the OpenAI Python API. Paligemma was implemented using the pretrained checkpoint (google/paligemma-3b-mix-224) from the Hugging Face model hub, configured for image-text inference. CLIP was implemented using the ViT-B/32 backbone (openai/clip-vit-base-patch32).
亲爱的编辑,b细胞淋巴瘤的准确分类对于指导治疗决策和预后评估至关重要。慢性淋巴细胞性白血病(CLL)、滤泡性淋巴瘤(FL)和套细胞淋巴瘤(MCL)等亚型通常表现出重叠的形态特征,特别是在小活检或保存不良的样本中。即使有辅助测试,区分这些亚型也很困难,特别是在大型大学中心之外,那里可能没有血液病理学专科医生。数字病理学带来了利用人工智能(AI)提高诊断准确性的可能性,特别是通过深度学习算法。当卷积神经网络在数以千计的注释图像上进行训练以识别淋巴肿瘤和其他恶性肿瘤时,一些研究已经显示出有希望的结果。但这些方法通常需要大规模的、精心策划的数据集,并由领域专家注释。这就是情境学习(ICL)提供一个有意义的选择的地方。ICL允许模型根据在推理时显示的几个标记示例生成预测,而不需要注释数据集或模型再训练。这反映了临床医生如何通过回顾类似的先前例子并使用它们来指导解释来对新病例进行推理。大型视觉语言模型(VLMs)已经在皮肤病理学、放射学和胃肠道组织学等领域证明了这种能力。然而,尽管取得了进展,到目前为止,还没有将ICL应用于淋巴瘤亚型的研究。鉴于b细胞淋巴瘤具有良好的形态学模式,并且是在实践中遇到的最常见的淋巴样肿瘤之一,它们是该方法的理想测试案例。因此,在本研究中,我们评估了四种最先进的VLMs,即gpt - 40、Paligemma、CLIP和ALIGN,使用数字组织病理学图像对CLL、FL和MCL进行分类。我们在零射击和少射击设置中评估模型性能,模拟现实世界的诊断约束,其中只有少数参考案例可用。我们的目的不是取代病理学家,而是探索这种类型的人工智能是否可以作为一种低障碍、注释高效的工具来支持淋巴瘤诊断,特别是在专家病理审查有限的环境中。本研究共使用150张Haematoxylin和Eosin (H&amp;E)染色的组织病理学图像,CLL、FL和MCL各50张。所有图像均来自kaggle上公开可用的恶性淋巴瘤分类数据集。3通过OpenAI Python API进行gpt - 40测试。Paligemma是使用来自hug Face模型中心的预训练检查点(谷歌/ Paligemma -3b-mix-224)实现的,配置用于图像-文本推理。CLIP使用vitb /32骨干网(openai/ CLIP - vitbase -patch32)实现。为了近似ALIGN,我们使用了开源的kakaobrain/ ALIGN -base模型,它遵循了原始的ALIGN架构。为了清楚起见,我们在整个研究中将此模型称为“ALIGN”。这种实现以前已经被其他人用于类似的工作中。4、5模型在0、3、5和10针设置下使用ICL进行测试。对于每个测试用例,从剩余的数据集中随机抽取支持示例,并嵌入到包含图像和诊断标签的结构化提示符中。提示框使用标准化临床说明,标签顺序随机化,以减少位置偏差。同样,使用加权F1分数评估模型性能,使用bootstrap重采样(n = 10,000)计算95%置信区间(CI)。图1A显示了该研究的工作流程示意图。我们的实验表明,所有模型的性能都得到了一致的提高,图1B中所示的例子越来越少。gpt - 40在每个注射水平上获得了最高的F1总分,从零注射时的0.54 (95% CI: 0.49-0.58)增加到10注射时的0.74 (CI: 0.65-0.81)。Paligemma获得了相当的F1分数,在零射击设置下获得0.50 (95% CI: 0.45-0.56),并且在较少的射击提示下表现出改善的性能,在10射击时达到了0.71 (CI: 0.64-0.79)。CLIP和ALIGN表现出适度的增长,但出现平台期较早,10针F1评分分别为0.67 (CI: 0.61-0.74)和0.70 (CI: 0.63-0.75)。在所有模型中,最大的F1分数改进发生在0- 5次射击之间,从5- 10次射击的改进更为温和,表明超过某一点后收益递减。随着更多的示例展示给VLMs,模型之间的性能差距开始缩小,特别是gpt - 40和Paligemma之间,这意味着暴露于一些先前的示例足以使模型达到相当的性能水平。 在比较不同淋巴瘤亚型模型的性能时,由于它们之间的形态学差异,我们观察到混合结果。然而,CLL总是在所有模型中被很好地分类,如图1C所示。即使在没有支持样本的情况下(即在零射击时),模型也能够识别典型的CLL特征,如小的、成熟的淋巴细胞和增殖中心。在10次注射时,gpt - 40和Paligemma的F1评分均为0.79,而ALIGN和CLIP预测CLL的F1评分均为0.74。另一方面,FL更难预测,尤其是在零投的情况下。其背后的原因可能是其可变结节结构及其与其他小b细胞淋巴瘤的一些特征重叠。然而,随着支持示例的增加,性能得到了提高。gpt - 40的改善效果最好,从F1得分0.48提高到0.72,说明FL受益于少针提示。另一方面,帕利格玛以10杆0.69的F1成绩位居第二。最后,在预测MCL时,这些模型的表现略好于预测FL,但其结果仍不如预测CLL那么强。虽然所有模型的零射击F1得分都不高,但随着射击次数的增加,它们的表现都有所提高。10次射击时,gpt - 40以0.71的F1得分领先,ALIGN (F1 = 0.68)、Paligemma (F1 = 0.66)和CLIP (F1 = 0.64)紧随其后。这里的改进表明,模型能够学习和应用微妙的特征,如核不规则和细胞学单调。总的来说,当形态模式不同时,模型表现最好,当特征更模糊时,甚至从一些精心选择的参考案例中受益。实验过程中一个值得注意的瓶颈是提示长度约束,这对gpt - 40和Paligemma构成了实际限制,因为这两个模型都在固定的输入令牌容量内运行。然而,通过优化提示格式,减少提示措辞中的冗余,并确保图像分辨率保持在上下文长度范围内,我们能够在不截断的情况下包含每个类的所有10个示例。相比之下,CLIP和ALIGN独立处理每个支持示例,因此提示长度在这些模型中不是限制因素。然而,在没有任何模型再训练的情况下,所有四种评估的VLMs,即gpt - 40、Paligemma、CLIP和ALIGN,随着少射设置的增加,表现出一致的改善。gpt - 40在所有情况下都实现了最高的总体准确性和最稳定的增益,特别是在FL和MCL等具有诊断挑战性的亚型中。这些发现表明,即使参考病例数量有限,预训练的vlm也可以以合理的F1分数指导完成复杂的形态分类任务。虽然结果很有希望,但仍然存在一些实际限制,包括图像质量的可变性和数据集的受控性质。因此,需要进一步的工作来验证这种方法在更大、更多样化的队列中,并评估其在更广泛的形态学情景下的可靠性。概念化:Mobina Shrestha和Vishal Mandal。方法:Mobina Shrestha, Bishwas Mandal和Vishal Mandal。形式分析:Mobina Shrestha, Bishwas Mandal和Vishal Mandal。数据分析:Mobina Shrestha。图形和可视化:Mobina Shrestha。原始论文写作:Mobina Shrestha。论文修订和编辑:Bis
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Clinical and translational discovery
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