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Integrative single-cell analysis uncovers distinct tumour microenvironment ecotypes and immune evasion across skin cancers. 综合单细胞分析揭示了不同的肿瘤微环境生态型和免疫逃避跨越皮肤癌。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70611
Lingjuan Huang, Huihui Hou, Xiyuan Zhang, Liang Dong, Wensheng Shi, Mason Liu, Jie Sun, Anil Prakash, Haoqiu Song, Shiyao Pei, Xin Li, Xiang Chen, Shenglin Mei, Mingzhu Yin

Background: Skin cancers, including basal cell carcinoma (BCC), squamous cell carcinoma (SCC), cutaneous melanoma (CM) and acral melanoma (AM), exhibit profound heterogeneity in clinical behaviour and therapeutic response. However, how tumour-immune ecosystems are remodelled across skin cancer types and disease stages, and how these changes influence immune escape and treatment resistance, remain poorly understood.

Methods: Here, we integrate single-cell transcriptomics data from 102 skin cancer samples (including adjacent normal skin, early-stage and advanced-stage tumours), with bulk RNA-seq prognosis cohorts, immunofluorescence staining and in vitro assays to define clinically relevant immune remodelling patterns.

Results: Our analyses identify a malignant NARS2+NDUFC2+ melanoma cell subpopulation, characterised by reduced MHC-I expression, enriched in advanced-stage tumours and associated with worse survival and immunotherapy response. CRISPR screening further showed that NARS2 and NDUFC2 are necessary for the proliferation of melanoma cells, highlighting these genes as potential therapeutic targets. Tumour-associated macrophages (TAMs) originate from both FCN1+ monocytes and FOLR2+ tissue-resident macrophages, displaying two polarisation states with distinct prognostic associations. Specifically, pro-inflammatory CXCL9+CXCL10+ TAMs are enriched in SCC, while tissue-remodelling SPP1+ TAMs are predominant in melanoma. Immunofluorescence staining confirmed that SPP1+ macrophage accumulation correlates with advanced stage, metastasis and poor prognosis in the melanoma cohort. Immune ecotype analysis reveals a transition from 'T-cell-dominant' ecotypes to 'desert' ecotypes as disease advances in BCC, CM and AM. Cell‒cell communication analysis shows that 'T-cell-dominant' ecotypes have higher MHC-I signalling pathways in tumour cells, whereas 'Desert' ecotypes have higher SPP1+ macrophage signalling, underlining the role of SPP1 on immune remodelling. Functional assays confirm that melanoma cells could drive M2 polarisation and SPP1 upregulation in macrophages. Knocking down or overexpressing SPP1 correspondingly alters M2 gene expression in macrophages.

Conclusions: This study establishes a pan-skin cancer immune remodelling framework, providing a foundation for biomarker discovery and the development of new immunotherapy strategies.

背景:皮肤癌,包括基底细胞癌(BCC)、鳞状细胞癌(SCC)、皮肤黑色素瘤(CM)和肢端黑色素瘤(AM),在临床行为和治疗反应上表现出深刻的异质性。然而,肿瘤免疫生态系统如何在皮肤癌类型和疾病阶段被重塑,以及这些变化如何影响免疫逃逸和治疗耐药性,仍然知之甚少。方法:在这里,我们整合了来自102例皮肤癌样本(包括邻近的正常皮肤、早期和晚期肿瘤)的单细胞转录组学数据,结合大量RNA-seq预后队列、免疫荧光染色和体外试验,以确定临床相关的免疫重塑模式。结果:我们的分析确定了恶性NARS2+NDUFC2+黑色素瘤细胞亚群,其特征是MHC-I表达降低,在晚期肿瘤中富集,并且与较差的生存和免疫治疗反应相关。CRISPR筛选进一步表明,NARS2和NDUFC2是黑色素瘤细胞增殖所必需的,突出了这些基因作为潜在的治疗靶点。肿瘤相关巨噬细胞(tam)来源于FCN1+单核细胞和FOLR2+组织巨噬细胞,呈现两种极化状态,与预后有不同的关联。具体来说,促炎的CXCL9+CXCL10+ tam在SCC中富集,而组织重塑的SPP1+ tam在黑色素瘤中占主导地位。免疫荧光染色证实,SPP1+巨噬细胞积累与黑色素瘤队列的晚期、转移和不良预后相关。免疫生态型分析揭示了随着BCC、CM和AM疾病的进展,从“t细胞优势”生态型向“荒漠”生态型的转变。细胞-细胞通讯分析显示,“t细胞优势型”生态型在肿瘤细胞中具有更高的MHC-I信号通路,而“沙漠型”生态型具有更高的SPP1+巨噬细胞信号通路,强调了SPP1在免疫重塑中的作用。功能分析证实,黑色素瘤细胞可以驱动巨噬细胞的M2极化和SPP1上调。敲低或过表达SPP1会相应地改变巨噬细胞中M2基因的表达。结论:本研究建立了泛皮肤癌免疫重构框架,为发现生物标志物和开发新的免疫治疗策略提供了基础。
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引用次数: 0
Metabolic reprogramming of efferocytosis in the tumour microenvironment: From apoptotic-cell clearance to therapeutic targeting. 肿瘤微环境中efferocytosis代谢重编程:从凋亡细胞清除到治疗靶向。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70601
Qianlu Yang, Jie Yan, Qianxi Yang

Background: Efferocytosis is a critical physiological process in which phagocytes clear apoptotic cells to maintain tissue homeostasis. However, within the tumour microenvironment (TME), this process is systematically hijacked by tumour cells, transforming it into a key pathological mechanism that drives immunosuppression, tumour progression and therapeutic resistance.

Key findings: This review systematically elucidates the central role of metabolic reprogramming in this functional reversal, emphasising that efferocytosis is essentially an immunometabolic intersection process precisely regulated by metabolism. By releasing various metabolites such as ATP, lactate, adenosine and sphingosine-1-phosphate (S1P), apoptotic tumour cells not only recruit tumour-associated macrophages (TAMs) but also metabolically pre-program their functions, inducing polarisation towards a pro-tumourigenic M2-like phenotype. During the recognition stage, tumour cells exploit metabolic abnormalities, such as glycosylation and lipid oxidation, to modify surface 'eat-me/don't-eat-me' signals, thereby hijacking macrophage recognition and engulfment programs. Upon completion of engulfment, systemic reprogramming of amino acid, lipid and glucose metabolism occurs within macrophages. These metabolic alterations synergistically lock their immunosuppressive phenotype and establish a metabolic symbiosis between the tumour and stromal cells.

Conclusions: Based on these mechanisms, this review further explores translational strategies targeting the efferocytic-metabolic axis, aiming to reprogram the immunosuppressive efferocytosis into immune-activating events to overcome TME-mediated immunosuppression and enhance current therapeutic efficacy. By deeply dissecting the metabolic regulatory networks of efferocytosis, we aim to pave new directions for cancer immunotherapy, achieving a paradigm shift from 'metabolic hijacking' to 'metabolic interventional therapy'.

背景:Efferocytosis是吞噬细胞清除凋亡细胞以维持组织稳态的重要生理过程。然而,在肿瘤微环境(TME)中,这一过程被肿瘤细胞系统地劫持,将其转化为驱动免疫抑制、肿瘤进展和治疗耐药性的关键病理机制。主要发现:这篇综述系统地阐明了代谢重编程在这种功能逆转中的核心作用,强调了efferocytosis本质上是一个由代谢精确调节的免疫代谢交叉过程。通过释放各种代谢物,如ATP、乳酸、腺苷和鞘氨醇-1-磷酸(S1P),凋亡的肿瘤细胞不仅招募肿瘤相关的巨噬细胞(tam),而且还代谢预编程其功能,诱导向促肿瘤的m2样表型极化。在识别阶段,肿瘤细胞利用代谢异常,如糖基化和脂质氧化,修改表面“吃我/不要吃我”信号,从而劫持巨噬细胞识别和吞噬程序。吞噬完成后,巨噬细胞内发生氨基酸、脂质和葡萄糖代谢的系统性重编程。这些代谢改变协同锁定其免疫抑制表型,并在肿瘤和基质细胞之间建立代谢共生关系。结论:基于上述机制,本综述进一步探讨了针对efferocytosis -metabolic轴的翻译策略,旨在将免疫抑制的efferocytosis重编程为免疫激活事件,以克服tme介导的免疫抑制,提高当前的治疗效果。通过深入剖析efferocytosis的代谢调节网络,我们的目标是为癌症免疫治疗铺平新的方向,实现从“代谢劫持”到“代谢介入治疗”的范式转变。
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引用次数: 0
Single-cell analysis reveals cytotoxic and memory CD8+ T cells associated with prolonged survival in relapsed/refractory leukaemia patients after haplo+cord haematopoietic stem cell transplantation. 单细胞分析揭示单倍体+脐带造血干细胞移植后复发/难治性白血病患者的细胞毒性和记忆CD8+ T细胞与延长生存期相关。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70529
Hua Li, Zheyang Zhang, Ming Zhu, Xiaofan Li, Jinxian Dai, Ping Chen, Fei Chen, Xianling Chen, Yiding Yang, Xiaohong Yuan, Ronghan Tang, Zhijuan Zhu, Hongli Lin, Ting Lin, Mengsha Tong, Tao Chen, Yuanzhong Chen, Jialiang Huang, Nainong Li

Backgroud: Allogeneic haematopoietic stem cell transplantation (allo-HSCT) is a curative treatment for haematological malignancies. Sequential transplantation of haploidentical stem cell and umbilical cord blood (haplo+cord HSCT) among recipients with relapsed/refractory (R/R) leukaemia exhibited superior survival outcomes compared with single cord HSCT. However, the underlying mechanisms remain unclear.

Methods: Here, we profiled and compared single-cell gene expression and chromatin accessibility in bone marrow from 16 patients receiving haplo+cord or single cord HSCT.

Results: We observed distinct compositions and functions of global immune landscapes, with haplo+cord HSCT exhibiting effective anti-tumour and anti-viral immunity mediated by type I interferon signalling. Analysis of T cells revealed specific CD8+ T cell subtype (CD8-c1), enriched in recipients with haplo+cord HSCT, which was also confirmed by flow cytometry. Functionally, gene signature scoring suggests a dual effector and memory property of CD8-c1 that potentially offers long-term protection. Furthermore, single-cell multi-omics analysis delineated the expression of cytotoxic-related genes up-regulated in CD8-c1 are cooperatively regulated by enhancer networks. Notably, a proportion-based survival analysis indicated that high proportion of CD8-c1 was associated with better survival.

Conclusion: Our results collectively demonstrate that a population of CD8+ T cells with effector and memory properties contributes to improved survival in patients with R/R leukaemia receiving haplo+cord HSCT.

背景:同种异体造血干细胞移植是治疗恶性血液病的一种有效方法。在复发/难治性(R/R)白血病患者中,单倍体干细胞和脐带血序贯移植(单倍体+脐带HSCT)比单脐带HSCT具有更高的生存结果。然而,潜在的机制仍不清楚。方法:在这里,我们分析并比较了16例接受单株+脐带或单株脐带造血干细胞移植的患者骨髓中单细胞基因表达和染色质可及性。结果:我们观察到不同的整体免疫景观组成和功能,单倍体+脐带造血干细胞在I型干扰素信号介导下表现出有效的抗肿瘤和抗病毒免疫。T细胞分析显示特异性CD8+ T细胞亚型(CD8-c1),在单倍体+脐带HSCT受体中富集,流式细胞术也证实了这一点。功能上,基因标记评分表明CD8-c1具有双重效应和记忆特性,可能提供长期保护。此外,单细胞多组学分析表明,CD8-c1中上调的细胞毒相关基因的表达受到增强子网络的协同调节。值得注意的是,基于比例的生存分析表明,CD8-c1比例高与更好的生存相关。结论:我们的研究结果共同表明,具有效应和记忆特性的CD8+ T细胞群有助于提高接受单倍体+脐带造血干细胞移植的R/R白血病患者的生存率。
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引用次数: 0
How generative AI reconfigure clinician-AI and clinician-patient relationships. 生成式人工智能如何重新配置临床医生与人工智能以及临床医生与患者的关系。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70606
Tianyi Shen, Xinru Wang, Yajuan Zhang, Yi Zhang
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引用次数: 0
Adipocyte fatty acid-binding protein as a cerebrospinal fluid-accessible biomarker and druggable target in subarachnoid haemorrhage: Linking fatty acid dysregulation to microglial neuroinflammation. 脂肪细胞脂肪酸结合蛋白在蛛网膜下腔出血中作为脑脊液可及的生物标志物和药物靶点:脂肪酸失调与小胶质神经炎症的联系
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70607
Xingwu Liu, Shenquan Guo, Xin Feng, Hao Tian, Lei Jin, Boyang Wei, Wenchao Liu, Xin Zhang, Ran Li, Zhiyuan Zhu, Jingjing Kong, Xifeng Li, Lingling Shu, Chuanzhi Duan

Background: Subarachnoid haemorrhage (SAH), a devastating subtype of stroke, is predominantly caused by the rupture of intracranial aneurysms. Emerging evidence indicates that the risk of intracranial aneurysm rupture correlates with elevated serum levels of fatty acids and pro-inflammatory cytokines. Moreover, increased serum concentrations of adipocyte fatty acid-binding protein (A-FABP), an inflammation-related adipokine, have been associated with poorer prognosis in SAH. However, the precise roles of A-FABP in SAH pathogenesis and its biomarker potential in cerebrospinal fluid (CSF) remain unclear.

Methods: CSF from 40 SAH patients and 30 controls was analysed by targeted fatty acid metabolomics. Experimental SAH mice were induced by endovascular perforation in both genetic deletion and pharmacological inhibition of A-FABP. Brain injury was quantified by neurobehavioural test, inflammatory cytokine expression and TUNEL staining. In vitro, conditioned medium from fatty acid-stimulated microglia was applied to primary neurons to evaluate apoptosis. Microglial metabolic reprogramming was assayed with Seahorse XF assays.

Results: CSF revealed significant metabolic disruption in SAH, characterized by arachidonic acid (AA), linoleic acid and palmitic acid (PA). Enrichment analysis implicated A-FABP plays a crucial role in SAH pathogenesis. Notably, elevated A-FABP levels independently predicted increased SAH severity and poorer prognosis. In mice model of SAH, A-FABP was significantly upregulated in microglia. Genetic deletion and pharmacological inhibition of A-FABP significantly ameliorated brain injury, including neurological deficits, neuroinflammation and neuronal apoptosis. Mechanistically, PA and AA promoted BV2 microglial inflammation via an A-FABP-dependent manner, subsequently inducing apoptosis in co-cultured primary neurons. Moreover, A-FABP inhibition reprogrammed microglial metabolism, enhancing fatty acid β-oxidation and energy supply. Proteomics further identified the JAK2/STAT3 as a downstream pathway of A-FABP-mediated neuroinflammation.

Conclusions: A-FABP is a promising biomarker and translatable therapeutic target to improve SAH outcome. Targeting A-FABP disrupts fatty acids-driven neuroinflammation and microglial metabolic reprogramming to reduce brain injury after SAH.

背景:蛛网膜下腔出血(SAH)是一种破坏性的脑卒中亚型,主要由颅内动脉瘤破裂引起。新出现的证据表明,颅内动脉瘤破裂的风险与血清脂肪酸和促炎细胞因子水平升高有关。此外,脂肪细胞脂肪酸结合蛋白(A-FABP)(一种与炎症相关的脂肪因子)的血清浓度升高与SAH的预后较差有关。然而,A-FABP在SAH发病机制中的确切作用及其在脑脊液(CSF)中的生物标志物潜力尚不清楚。方法:采用靶向脂肪酸代谢组学方法对40例SAH患者和30例对照者的脑脊液进行分析。血管内穿孔诱导实验性SAH小鼠A-FABP基因缺失和药理抑制。采用神经行为试验、炎症细胞因子表达及TUNEL染色对脑损伤进行量化。体外将脂肪酸刺激的小胶质细胞条件培养基应用于原代神经元,观察细胞凋亡情况。用Seahorse XF检测小胶质细胞代谢重编程。结果:脑脊液显示SAH明显的代谢紊乱,以花生四烯酸(AA)、亚油酸和棕榈酸(PA)为特征。富集分析提示a - fabp在SAH发病机制中起关键作用。值得注意的是,A-FABP水平升高独立预测SAH严重程度增加和预后较差。在小鼠SAH模型中,A-FABP在小胶质细胞中显著上调。A-FABP基因缺失和药理抑制可显著改善脑损伤,包括神经功能缺损、神经炎症和神经元凋亡。在机制上,PA和AA通过a - fabp依赖的方式促进BV2小胶质细胞炎症,随后诱导共培养的原代神经元凋亡。此外,A-FABP抑制重编程小胶质细胞代谢,增强脂肪酸β-氧化和能量供应。蛋白质组学进一步确定JAK2/STAT3是a - fabp介导的神经炎症的下游途径。结论:a - fabp是一种有前景的生物标志物和可翻译的治疗靶点,可改善SAH的预后。靶向A-FABP破坏脂肪酸驱动的神经炎症和小胶质细胞代谢重编程,以减少SAH后的脑损伤。
{"title":"Adipocyte fatty acid-binding protein as a cerebrospinal fluid-accessible biomarker and druggable target in subarachnoid haemorrhage: Linking fatty acid dysregulation to microglial neuroinflammation.","authors":"Xingwu Liu, Shenquan Guo, Xin Feng, Hao Tian, Lei Jin, Boyang Wei, Wenchao Liu, Xin Zhang, Ran Li, Zhiyuan Zhu, Jingjing Kong, Xifeng Li, Lingling Shu, Chuanzhi Duan","doi":"10.1002/ctm2.70607","DOIUrl":"10.1002/ctm2.70607","url":null,"abstract":"<p><strong>Background: </strong>Subarachnoid haemorrhage (SAH), a devastating subtype of stroke, is predominantly caused by the rupture of intracranial aneurysms. Emerging evidence indicates that the risk of intracranial aneurysm rupture correlates with elevated serum levels of fatty acids and pro-inflammatory cytokines. Moreover, increased serum concentrations of adipocyte fatty acid-binding protein (A-FABP), an inflammation-related adipokine, have been associated with poorer prognosis in SAH. However, the precise roles of A-FABP in SAH pathogenesis and its biomarker potential in cerebrospinal fluid (CSF) remain unclear.</p><p><strong>Methods: </strong>CSF from 40 SAH patients and 30 controls was analysed by targeted fatty acid metabolomics. Experimental SAH mice were induced by endovascular perforation in both genetic deletion and pharmacological inhibition of A-FABP. Brain injury was quantified by neurobehavioural test, inflammatory cytokine expression and TUNEL staining. In vitro, conditioned medium from fatty acid-stimulated microglia was applied to primary neurons to evaluate apoptosis. Microglial metabolic reprogramming was assayed with Seahorse XF assays.</p><p><strong>Results: </strong>CSF revealed significant metabolic disruption in SAH, characterized by arachidonic acid (AA), linoleic acid and palmitic acid (PA). Enrichment analysis implicated A-FABP plays a crucial role in SAH pathogenesis. Notably, elevated A-FABP levels independently predicted increased SAH severity and poorer prognosis. In mice model of SAH, A-FABP was significantly upregulated in microglia. Genetic deletion and pharmacological inhibition of A-FABP significantly ameliorated brain injury, including neurological deficits, neuroinflammation and neuronal apoptosis. Mechanistically, PA and AA promoted BV2 microglial inflammation via an A-FABP-dependent manner, subsequently inducing apoptosis in co-cultured primary neurons. Moreover, A-FABP inhibition reprogrammed microglial metabolism, enhancing fatty acid β-oxidation and energy supply. Proteomics further identified the JAK2/STAT3 as a downstream pathway of A-FABP-mediated neuroinflammation.</p><p><strong>Conclusions: </strong>A-FABP is a promising biomarker and translatable therapeutic target to improve SAH outcome. Targeting A-FABP disrupts fatty acids-driven neuroinflammation and microglial metabolic reprogramming to reduce brain injury after SAH.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70607"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12856223/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive tumour-immune profiling reveals TREM2+ tumour-associated macrophages facilitating lymph node metastasis in head and neck squamous cell carcinoma. 综合肿瘤免疫谱显示TREM2+肿瘤相关巨噬细胞促进头颈部鳞状细胞癌的淋巴结转移。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70604
Zhuokai Wu, Chixing Cheng, Zhaoxin Li, Minyi Ren, Hongxi Cao, Weijie Huang, Jun Wang, Lixian Wu, Tingyi Lee, Sien Zhang, Hanhao Zheng, Yixi Wang

Background: Lymph node (LN) metastasis is a well-established independent prognostic factor in head and neck squamous cell carcinoma (HNSCC). Formation of suppressive tumour immune microenvironment (TIME) is a major contributor to tumour immune evasion and metastasis. However, the TIME landscape underlying LN-metastatic HNSCC remains poorly elucidated.

Methods: A total of 688 866 single-cell transcriptomes across 212 HNSCC samples were integrated. Comprehensive bioinformatic analyses on single-cell RNA sequencing and microarray datasets revealed a TREM2+ tumour-associated macrophage (TAM) cluster associated with LN metastasis. The functional role of TREM2+ TAMs was investigated through multiplex immunohistochemistry (mIHC) staining in clinical HNSCC cohort and in vitro co-culture experiments. Furthermore, machine learning algorithms were employed to construct a prognostic model for HNSCC.

Results: Integrative single-cell analysis revealed the immunosuppressive TIME of LN-metastatic HNSCC, characterised by high infiltration of exhausted CD8+ T cells (CD8+ Tex). We identified a specific TREM2+ TAM cluster that was strongly associated with CD8+ Tex infiltration and LN metastasis. In vitro experiment confirmed that TREM2+ TAMs promoted CD8+ T cell exhaustion. Mechanistically, TREM2+ TAMs exhibited a terminally differentiated phenotype driven by ETV5, and secreted SPP1 to interact with CD44 on CD8+ T cells, thus upregulating BHLHE40 to promote CD8+ Tex formation. Clinically, a prognostic model based on TREM2+ TAM signature genes was trained to independently predict HNSCC outcomes.

Conclusions: This study delineates the mechanism that TREM2+ TAMs promote LN metastasis in HNSCC by facilitating CD8+ T cells exhaustion via SPP1-CD44-BHLHE40 axis, proposing TREM2+ TAMs as potential therapeutic target for HNSCC.

背景:淋巴结(LN)转移是头颈部鳞状细胞癌(HNSCC)的一个公认的独立预后因素。抑制性肿瘤免疫微环境(TIME)的形成是肿瘤免疫逃避和转移的重要因素。然而,淋巴结转移性HNSCC的时代背景仍然不清楚。方法:对212份HNSCC样本的688 866个单细胞转录组进行整合。对单细胞RNA测序和微阵列数据集的综合生物信息学分析显示,TREM2+肿瘤相关巨噬细胞(TAM)簇与淋巴结转移相关。在临床HNSCC队列和体外共培养实验中,通过多重免疫组化(mIHC)染色研究TREM2+ tam的功能作用。此外,采用机器学习算法构建HNSCC的预后模型。结果:综合单细胞分析揭示了ln转移性HNSCC的免疫抑制时间,其特征是耗竭的CD8+ T细胞(CD8+ Tex)的高浸润。我们发现了一个特定的TREM2+ TAM簇,它与CD8+ Tex浸润和淋巴结转移密切相关。体外实验证实TREM2+ tam促进CD8+ T细胞衰竭。机制上,TREM2+ tam表现出由ETV5驱动的终末分化表型,分泌SPP1与CD8+ T细胞上的CD44相互作用,从而上调BHLHE40,促进CD8+ Tex的形成。在临床上,基于TREM2+ TAM特征基因的预后模型被训练来独立预测HNSCC的预后。结论:本研究揭示了TREM2+ tam通过SPP1-CD44-BHLHE40轴促进CD8+ T细胞衰竭促进HNSCC LN转移的机制,提出tre2 + tam可能是HNSCC的潜在治疗靶点。
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引用次数: 0
Integrative cross-tissue and spatially resolved single-cell profiling uncovers tumour-educated inflammatory remodelling of tissue-resident macrophage ecosystem with immunotherapeutic prognostic significance in pan-cancer. 综合跨组织和空间分辨单细胞图谱揭示了肿瘤诱导的组织巨噬细胞生态系统的炎症重塑,在泛癌中具有免疫治疗预后意义。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70608
Weikai Wang, Zibin Chen, Yuhan Huang, Zhihao Hu, Peixin Zhu, Zhuoli Huang, Jingzhi Lv, Ziru Liao, Yuhui Zheng, Chen Wei, Baibing Guan, Yin Zeng, Xinyue Zhu, Yafei Yang, Guibo Li, Xin Jin, Xi Chen, Xiao Yang, Zikun Ma, Jianhua Yin

Background: Tissue-resident macrophages (TRMs) exhibit dual roles in tumor progression, yet their functional reprogramming within the tumor microenvironment (TME) remains a critical unresolved question.

Methods: We integrated single-cell and spatial transcriptomics from a pan-cancer atlas of 1.39 million cells across five malignancies with 2,318 bulk RNA-seq samples to investigate macrophage states. A TRM inflammatory remodeling signature (TIR-Sig) was developed for clinical biomarker validation.

Results: We identified a conserved inflammatory TRM subtype (iTRM) characterized by CXCL8/IL1B/IL6 co-expression that correlates with poor clinical outcomes. Crucially, both TRMs and monocyte-derived tumor-associated macrophages (Mono-TAMs) underwent convergent differentiation into functionally similar inflammatory phenotypes, establishing iTRM as a universal tumor-educated state. Further integration analysis revealed an iTRM-enriched TME subtype which featured coordinated infiltration of neutrophils and cancer-associated fibroblasts (CAFs), forming a 'cold tumor' ecosystem associated with immune checkpoint blockade (ICB) resistance and poor prognosis. The derived TRM inflammatory remodeling signature (TIR-Sig) demonstrated dual clinical utility: it predicted patient survival (HR = 19.86, p < .001) and stratified ICB responders (AUC = .706).

Conclusion: This study establishes phenotypic links between tissue-resident and recruited macrophages through inflammatory reprogramming within TME, provides a unifying framework for pan-cancer macrophage plasticity in TME, delivers a clinically actionable biomarker suite (TIR-Sig), and provides potential therapeutic targets for TME remodeling.

Key points: Cross-tissue single-cell atlas of tissue-resident macrophages (TRMs). Identification of conserved inflammatory TRM phenotype (iTRM) in pan-cancer. Dynamic convergence of TRM and monocyte-derived macrophage lineages. TRM inflammatory remodelling signature (TIR-Sig) with clinical potential.

背景:组织常驻巨噬细胞(TRMs)在肿瘤进展中表现出双重作用,但其在肿瘤微环境(TME)中的功能重编程仍然是一个关键的未解决的问题。方法:我们整合了来自五种恶性肿瘤的139万个细胞的泛癌症图谱和2318个大量RNA-seq样本的单细胞和空间转录组学来研究巨噬细胞状态。TRM炎症重塑特征(TIR-Sig)被开发用于临床生物标志物验证。结果:我们确定了一种保守的炎性TRM亚型(iTRM),其特征是CXCL8/IL1B/IL6共表达,与较差的临床结果相关。至关重要的是,trm和单核细胞衍生的肿瘤相关巨噬细胞(mono - tam)都经历了功能相似的炎症表型的趋同分化,将iTRM建立为一种普遍的肿瘤教育状态。进一步的整合分析显示,itrm富集的TME亚型具有中性粒细胞和癌症相关成纤维细胞(CAFs)的协同浸润,形成与免疫检查点阻断(ICB)抗性和不良预后相关的“冷肿瘤”生态系统。衍生的TRM炎症重塑特征(TIR-Sig)具有双重临床效用:它预测患者生存(HR = 19.86, p)。结论:本研究通过TME内的炎症重编程建立了组织常驻和募集巨噬细胞之间的表型联系,为TME泛癌巨噬细胞可塑性提供了统一的框架,提供了临床可操作的生物标志物(TIR-Sig),并为TME重塑提供了潜在的治疗靶点。重点:组织内巨噬细胞(TRMs)的跨组织单细胞图谱。泛癌中保守炎性TRM表型(iTRM)的鉴定。TRM和单核细胞衍生的巨噬细胞谱系的动态收敛。TRM炎症重塑特征(TIR-Sig)具有临床潜力。
{"title":"Integrative cross-tissue and spatially resolved single-cell profiling uncovers tumour-educated inflammatory remodelling of tissue-resident macrophage ecosystem with immunotherapeutic prognostic significance in pan-cancer.","authors":"Weikai Wang, Zibin Chen, Yuhan Huang, Zhihao Hu, Peixin Zhu, Zhuoli Huang, Jingzhi Lv, Ziru Liao, Yuhui Zheng, Chen Wei, Baibing Guan, Yin Zeng, Xinyue Zhu, Yafei Yang, Guibo Li, Xin Jin, Xi Chen, Xiao Yang, Zikun Ma, Jianhua Yin","doi":"10.1002/ctm2.70608","DOIUrl":"https://doi.org/10.1002/ctm2.70608","url":null,"abstract":"<p><strong>Background: </strong>Tissue-resident macrophages (TRMs) exhibit dual roles in tumor progression, yet their functional reprogramming within the tumor microenvironment (TME) remains a critical unresolved question.</p><p><strong>Methods: </strong>We integrated single-cell and spatial transcriptomics from a pan-cancer atlas of 1.39 million cells across five malignancies with 2,318 bulk RNA-seq samples to investigate macrophage states. A TRM inflammatory remodeling signature (TIR-Sig) was developed for clinical biomarker validation.</p><p><strong>Results: </strong>We identified a conserved inflammatory TRM subtype (iTRM) characterized by CXCL8/IL1B/IL6 co-expression that correlates with poor clinical outcomes. Crucially, both TRMs and monocyte-derived tumor-associated macrophages (Mono-TAMs) underwent convergent differentiation into functionally similar inflammatory phenotypes, establishing iTRM as a universal tumor-educated state. Further integration analysis revealed an iTRM-enriched TME subtype which featured coordinated infiltration of neutrophils and cancer-associated fibroblasts (CAFs), forming a 'cold tumor' ecosystem associated with immune checkpoint blockade (ICB) resistance and poor prognosis. The derived TRM inflammatory remodeling signature (TIR-Sig) demonstrated dual clinical utility: it predicted patient survival (HR = 19.86, p < .001) and stratified ICB responders (AUC = .706).</p><p><strong>Conclusion: </strong>This study establishes phenotypic links between tissue-resident and recruited macrophages through inflammatory reprogramming within TME, provides a unifying framework for pan-cancer macrophage plasticity in TME, delivers a clinically actionable biomarker suite (TIR-Sig), and provides potential therapeutic targets for TME remodeling.</p><p><strong>Key points: </strong>Cross-tissue single-cell atlas of tissue-resident macrophages (TRMs). Identification of conserved inflammatory TRM phenotype (iTRM) in pan-cancer. Dynamic convergence of TRM and monocyte-derived macrophage lineages. TRM inflammatory remodelling signature (TIR-Sig) with clinical potential.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70608"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systemic lupus erythematosus extends beyond a type I interferonopathy, as demonstrated by NET-activated monocytes. 系统性红斑狼疮超越了I型干扰素病变,如net激活的单核细胞所示。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70599
Xiaolin Cao, Niels van Heusden, Daan K J Pieren, Bettina C Geertsema-Hoeve, Ellen D Kaan, Patrick F Greve, Maarten Limper, Marianne Boes
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引用次数: 0
deltaHED predicts survival and immune evasion in PD-1 blockade therapy: A multi-cohort study across three cancer types. delhed预测PD-1阻断治疗中的生存和免疫逃避:一项跨三种癌症类型的多队列研究
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70595
Jianying Xu, Xiaoli Wei, Jicheng Yao, Ujjwal Mukund Mahajan, Ulf Dietrich Kahlert, Run Shi, Kaiying Zhang, Ahmed Alnatsha, Zhengyi Qian, Fei Han, Fenghua Wang

The prognostic relevance of HLA class I (HLA-I)-mediated immunity in cancer immunotherapy remains unclear. We introduce deltaHED, a novel metric that quantifies evolutionary divergence between germline and tumour-acquired HLA-I alleles, integrating both inherited and somatic immunogenetic variation. Using whole-exome sequencing, we analysed deltaHED across three independent cohorts: 164 patients with recurrent/metastatic nasopharyngeal carcinoma (RM/NPC) from the POLARIS-02 trial (PD-1 monotherapy), 88 melanoma patients receiving PD-1 monotherapy, and 477 esophageal squamous cell carcinoma (ESCC) patients from the JUPITER-06 trial (PD-1 plus chemotherapy vs. chemotherapy alone). High deltaHED was significantly associated with increased tumour mutational burden and neoantigen load (p < .001), but predicted worse progression-free survival (PFS) and overall survival (OS) in patients receiving PD-1 blockade across all three cancers. In ESCC, this association was observed only in the immunotherapy arm, not in patients treated with chemotherapy alone. High deltaHED also correlated with increased mutations in antigen-processing and T-cell receptor pathways. These findings establish deltaHED as a clinically relevant biomarker of immune divergence with potential to improve patient stratification and guide personalised immunotherapy strategies.

HLA-I类(HLA-I)介导的免疫在癌症免疫治疗中的预后相关性尚不清楚。我们引入了deltaHED,这是一种量化种系和肿瘤获得性hla - 1等位基因之间进化差异的新指标,整合了遗传和体细胞免疫遗传变异。使用全外外子组测序,我们分析了三个独立队列的delhed:来自POLARIS-02试验(PD-1单药治疗)的164例复发/转移性鼻咽癌(RM/NPC)患者,接受PD-1单药治疗的88例黑色素瘤患者,以及来自jupil -06试验(PD-1加化疗与单独化疗)的477例食管鳞状细胞癌(ESCC)患者。高delhed与肿瘤突变负荷和新抗原负荷增加显著相关(p
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引用次数: 0
High-throughput single-cell DNA methylation and chromatin accessibility co-profiling with SpliCOOL-seq. SpliCOOL-seq的高通量单细胞DNA甲基化和染色质可及性共分析。
IF 6.8 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1002/ctm2.70584
Qingmei Shen, Enze Deng, Ling Luo, Jingna Zhang, Qifeng Yang, Dan Su, Xiaoying Fan

Background: DNA methylation and chromatin accessibility are pivotal epigenetic regulators of gene expression and cellular identity, with significant implications in tumorigenesis and progression. Current single-cell multi-omics methods are limited in throughput and sensitivity, hindering comprehensive biomarker discovery.

Methods: We developed single-cell split-pool ligation-based multi-omics sequencing technology (SpliCOOL-seq), a high-throughput single-cell sequencing technology that simultaneously profiles whole-genome DNA methylation and chromatin accessibility in thousands of cells. By integrating in situ GpC methylation, universal Tn5 tagmentation, and split-pool combinatorial barcoding, SpliCOOL-seq achieves enhanced sensitivity and scalability.

Results: SpliCOOL-seq accurately distinguished lung cancer cell types based on genetic and multiple epigenetic modalities and revealed that the two DNA methyltransferase (DNMT) inhibitors, 5-Azacitidine and Decitabine, both cause large-scale demethylation but in distinct patterns. Applied to primary lung adenocarcinoma, SpliCOOL-seq identified tumour subclones within the tumour lesion and uncovered novel DNA methylation biomarkers (e.g., FAM124B, SFN, OR7E47P) associated with patient survival. Additionally, we demonstrated accelerated epigenetic ageing and mitotic activity in tumour subclones, providing new insights into tumorigenesis.

Conclusion: SpliCOOL-seq achieves parallel profiling of whole-genome DNA methylation and chromatin accessibility in the same individual cells in a high-throughput manner and is hopefully used to illustrate regulatory interactions under different cell states. SpliCOOL-seq enables high-resolution, multi-modal epigenetic profiling at single-cell resolution, offering a powerful platform for discovering cancer biomarkers. Its application reveals novel therapeutic targets and early-diagnostic markers, underscoring its potential in precision oncology.

Key points: SpliCOOL-seq achieves high-throughput single-cell co-profiling of DNA methylation and chromatin accessibility. DNMT inhibitors caused cancer cell demethylation with divergent patterns. SpliCOOL-seq enables the discovery of genes related to LUAD tumorigenesis. Ageing and LUAD tumorigenesis may share similar epigenetic alterations.

背景:DNA甲基化和染色质可及性是基因表达和细胞特性的关键表观遗传调控因子,在肿瘤的发生和发展中具有重要意义。目前的单细胞多组学方法在通量和灵敏度上受到限制,阻碍了生物标志物的全面发现。方法:我们开发了基于单细胞分裂池连接的多组学测序技术(SpliCOOL-seq),这是一种高通量单细胞测序技术,可以同时分析数千个细胞的全基因组DNA甲基化和染色质可及性。通过整合原位GpC甲基化、通用Tn5标记和分裂池组合条形码,SpliCOOL-seq实现了更高的灵敏度和可扩展性。结果:SpliCOOL-seq基于遗传和多种表观遗传方式准确区分肺癌细胞类型,并揭示两种DNA甲基转移酶(DNMT)抑制剂5-阿扎胞苷和地西他宾都引起大规模去甲基化,但模式不同。应用于原发性肺腺癌,SpliCOOL-seq鉴定了肿瘤病变内的肿瘤亚克隆,并发现了与患者生存相关的新的DNA甲基化生物标志物(如FAM124B、SFN、OR7E47P)。此外,我们证明了肿瘤亚克隆中加速的表观遗传老化和有丝分裂活性,为肿瘤发生提供了新的见解。结论:SpliCOOL-seq以高通量的方式实现了同一细胞中全基因组DNA甲基化和染色质可及性的平行分析,有望用于阐明不同细胞状态下的调控相互作用。SpliCOOL-seq能够在单细胞分辨率下实现高分辨率,多模态表观遗传分析,为发现癌症生物标志物提供了强大的平台。它的应用揭示了新的治疗靶点和早期诊断标记,强调了其在精确肿瘤学中的潜力。SpliCOOL-seq实现DNA甲基化和染色质可及性的高通量单细胞共谱分析。DNMT抑制剂以不同的模式引起癌细胞去甲基化。SpliCOOL-seq能够发现与LUAD肿瘤发生相关的基因。衰老和LUAD肿瘤发生可能具有相似的表观遗传改变。
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Clinical and Translational Medicine
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