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.
{"title":"Integrative single-cell analysis uncovers distinct tumour microenvironment ecotypes and immune evasion across skin cancers.","authors":"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","doi":"10.1002/ctm2.70611","DOIUrl":"10.1002/ctm2.70611","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>Our analyses identify a malignant NARS2<sup>+</sup>NDUFC2<sup>+</sup> 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<sup>+</sup> monocytes and FOLR2<sup>+</sup> tissue-resident macrophages, displaying two polarisation states with distinct prognostic associations. Specifically, pro-inflammatory CXCL9<sup>+</sup>CXCL10<sup>+</sup> TAMs are enriched in SCC, while tissue-remodelling SPP1<sup>+</sup> TAMs are predominant in melanoma. Immunofluorescence staining confirmed that SPP1<sup>+</sup> 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<sup>+</sup> 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.</p><p><strong>Conclusions: </strong>This study establishes a pan-skin cancer immune remodelling framework, providing a foundation for biomarker discovery and the development of new immunotherapy strategies.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70611"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869349/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112494","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}
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'.
{"title":"Metabolic reprogramming of efferocytosis in the tumour microenvironment: From apoptotic-cell clearance to therapeutic targeting.","authors":"Qianlu Yang, Jie Yan, Qianxi Yang","doi":"10.1002/ctm2.70601","DOIUrl":"10.1002/ctm2.70601","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Key findings: </strong>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.</p><p><strong>Conclusions: </strong>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'.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70601"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12848541/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060437","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}
{"title":"How generative AI reconfigure clinician-AI and clinician-patient relationships.","authors":"Tianyi Shen, Xinru Wang, Yajuan Zhang, Yi Zhang","doi":"10.1002/ctm2.70606","DOIUrl":"10.1002/ctm2.70606","url":null,"abstract":"","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70606"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12865223/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104403","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}
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.
{"title":"Single-cell analysis reveals cytotoxic and memory CD8<sup>+</sup> T cells associated with prolonged survival in relapsed/refractory leukaemia patients after haplo+cord haematopoietic stem cell transplantation.","authors":"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","doi":"10.1002/ctm2.70529","DOIUrl":"10.1002/ctm2.70529","url":null,"abstract":"<p><strong>Backgroud: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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<sup>+</sup> 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.</p><p><strong>Conclusion: </strong>Our results collectively demonstrate that a population of CD8<sup>+</sup> T cells with effector and memory properties contributes to improved survival in patients with R/R leukaemia receiving haplo+cord HSCT.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70529"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872979/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118151","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}
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.
{"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}
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.
{"title":"Comprehensive tumour-immune profiling reveals TREM2<sup>+</sup> tumour-associated macrophages facilitating lymph node metastasis in head and neck squamous cell carcinoma.","authors":"Zhuokai Wu, Chixing Cheng, Zhaoxin Li, Minyi Ren, Hongxi Cao, Weijie Huang, Jun Wang, Lixian Wu, Tingyi Lee, Sien Zhang, Hanhao Zheng, Yixi Wang","doi":"10.1002/ctm2.70604","DOIUrl":"10.1002/ctm2.70604","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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<sup>+</sup> tumour-associated macrophage (TAM) cluster associated with LN metastasis. The functional role of TREM2<sup>+</sup> 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.</p><p><strong>Results: </strong>Integrative single-cell analysis revealed the immunosuppressive TIME of LN-metastatic HNSCC, characterised by high infiltration of exhausted CD8<sup>+</sup> T cells (CD8<sup>+</sup> Tex). We identified a specific TREM2<sup>+</sup> TAM cluster that was strongly associated with CD8<sup>+</sup> Tex infiltration and LN metastasis. In vitro experiment confirmed that TREM2<sup>+</sup> TAMs promoted CD8<sup>+</sup> T cell exhaustion. Mechanistically, TREM2<sup>+</sup> TAMs exhibited a terminally differentiated phenotype driven by ETV5, and secreted SPP1 to interact with CD44 on CD8<sup>+</sup> T cells, thus upregulating BHLHE40 to promote CD8<sup>+</sup> Tex formation. Clinically, a prognostic model based on TREM2<sup>+</sup> TAM signature genes was trained to independently predict HNSCC outcomes.</p><p><strong>Conclusions: </strong>This study delineates the mechanism that TREM2<sup>+</sup> TAMs promote LN metastasis in HNSCC by facilitating CD8<sup>+</sup> T cells exhaustion via SPP1-CD44-BHLHE40 axis, proposing TREM2<sup>+</sup> TAMs as potential therapeutic target for HNSCC.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70604"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12856236/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146084414","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}
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.
{"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}
Xiaolin Cao, Niels van Heusden, Daan K J Pieren, Bettina C Geertsema-Hoeve, Ellen D Kaan, Patrick F Greve, Maarten Limper, Marianne Boes
{"title":"Systemic lupus erythematosus extends beyond a type I interferonopathy, as demonstrated by NET-activated monocytes.","authors":"Xiaolin Cao, Niels van Heusden, Daan K J Pieren, Bettina C Geertsema-Hoeve, Ellen D Kaan, Patrick F Greve, Maarten Limper, Marianne Boes","doi":"10.1002/ctm2.70599","DOIUrl":"https://doi.org/10.1002/ctm2.70599","url":null,"abstract":"","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70599"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137127","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}
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.
{"title":"deltaHED predicts survival and immune evasion in PD-1 blockade therapy: A multi-cohort study across three cancer types.","authors":"Jianying Xu, Xiaoli Wei, Jicheng Yao, Ujjwal Mukund Mahajan, Ulf Dietrich Kahlert, Run Shi, Kaiying Zhang, Ahmed Alnatsha, Zhengyi Qian, Fei Han, Fenghua Wang","doi":"10.1002/ctm2.70595","DOIUrl":"10.1002/ctm2.70595","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70595"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12848521/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060475","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}
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.
{"title":"High-throughput single-cell DNA methylation and chromatin accessibility co-profiling with SpliCOOL-seq.","authors":"Qingmei Shen, Enze Deng, Ling Luo, Jingna Zhang, Qifeng Yang, Dan Su, Xiaoying Fan","doi":"10.1002/ctm2.70584","DOIUrl":"10.1002/ctm2.70584","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p><p><strong>Key points: </strong>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.</p>","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"16 2","pages":"e70584"},"PeriodicalIF":6.8,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12848781/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146060477","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}