参考文献

AbstractUnsupervised clustering is a powerful machine-learning technique widely used to analyze high-dimensional biological data. It plays a crucial role in uncovering patterns,structures,and inherent relationships within complex datasets without relying on predefined labels. In the context of biology,high-dimensional data may include transcriptomics,proteomics,and a variety of single-cell omics data. Most existing clustering algorithms operate directly in the high-dimensional space,and their performance may be negatively affected by the phenomenon known as the curse of dimensionality. Here,we show an alternative clustering approach that alleviates the curse by sequentially projecting high-dimensional data into a low-dimensional representation. We validated the effectiveness of our approach,named automated projection pursuit (APP),across various biological data modalities,including flow and mass cytometry data,scRNA-seq,multiplex imaging data,and T-cell receptor repertoire data. APP efficiently recapitulated experimentally validated cell-type definitions and revealed new biologically meaningful patterns. View Publication

BackgroundLevels of the human cationic antimicrobial host defence peptide LL-37 are enhanced in the lungs during neutrophilic airway inflammation. LL-37 drives Th17 differentiation,and Th17 cells produce IL-17A and IL-17F which form the biologically active heterodimer IL-17A/F. While IL-17 is a critical mediator of neutrophilic airway inflammation,LL-37 exhibits contradictory functions; LL-37 can both promote and mitigate neutrophil recruitment depending on the inflammatory milieu. The impact of LL-37 on IL-17-induced responses in the context of airway inflammation remains largely unknown. Therefore,we examined signaling intermediates and downstream responses mediated by the interplay of IL-17A/F and LL-37 in human bronchial epithelial cells (HBEC). As LL-37 can become citrullinated during airway inflammation,we also examined LL-37-mediated downstream responses compared to that with citrullinated LL-37 (citLL-37) in HBEC.ResultsUsing an aptamer-based proteomics approach,we identified proteins that are altered in response to IL-17A/F in HBEC. Proteins enhanced in response to IL-17A/F were primarily neutrophil chemoattractants,including chemokines and proteins associated with neutrophil migration such as lipocalin-2 (LCN-2). We showed that selective depletion of LCN-2 mitigates neutrophil migration,functionally demonstrating LCN-2 as a critical neutrophil chemoattractant. We further demonstrated that LL-37 and citLL-37 selectively suppress IL-17A/F-induced LCN-2 abundance in HBEC. Mechanistic studies revealed that LL-37 and citLL-37 suppresses IL-17 A/F-mediated enhancement of C/EBPβ,a transcription factor required for LCN-2 production. In contrast,LL-37 and citLL-37 enhance the abundance of ribonuclease Regnase-1,which is a negative regulator of IL-17 and LCN-2 in HBEC. In an animal model of allergen-challenged airway inflammation with elevated IL-17A/F and neutrophil elastase in the lungs,we demonstrated that CRAMP (mouse orthologue of LL-37) negatively correlates with LCN-2.ConclusionsOverall,our findings showed that LL-37 and citLL-37 can selectively suppress the abundance of IL-17A/F-mediated LCN-2,a protein that is critical for neutrophil migration in HBEC. These results suggest that LL-37,and its modified citrullinated form,have the potential to negatively regulate IL-17-mediated neutrophil migration during airway inflammation. To our knowledge,this is the first study to report that the immunomodulatory function of LL-37 enhances the RNA binding protein Regnase-1,suggesting that a post-transcriptional mechanism of action is mediated by the peptide.Supplementary InformationThe online version contains supplementary material available at 10.1186/s12950-025-00446-w. View Publication

Zhang et al. demonstrate that the expression of a mutated CARMIL2 protein in CD28-deficient mice induces most of the developmental and functional consequences known to result from CD28 costimulation and in turn triggers potent tumor-specific T cell responses resistant to PD-1 and CTLA-4 blockade. Naive T cell activation requires both TCR and CD28 signals. The CARMIL2 cytosolic protein enables CD28-dependent activation of the NF-κB transcription factor via its ability to link CD28 to the CARD11 adaptor protein. Here,we developed mice expressing a mutation named Carmil2QE and mimicking a mutation found in human T cell malignancies. Naive T cells from Carmil2QE mice contained preformed CARMIL2QE-CARD11 complexes in numbers comparable to those assembling in wild-type T cells after CD28 engagement. Such ready-made CARMIL2QE-CARD11 complexes also formed in CD28-deficient mice where they unexpectedly induced most of the functions that normally result from CD28 engagement in a manner that remains antigen-dependent. In turn,tumor-specific T cells expressing Carmil2QE do not require CD28 engagement and thereby escape to both PD-1 and CTLA-4 inhibition. In conclusion,we uncovered the overarching role played by CARMIL2-CARD11 signals among those triggered by CD28 and exploited them to induce potent solid tumor–specific T cell responses in the absence of CD28 ligands and immune checkpoint inhibitors. View Publication

Metabolite nutrients within the tumor microenvironment shape both tumor progression and immune cell functionality. It remains elusive how the metabolic interaction between T cells and tumor cells results in different anti-cancer immunotherapeutic responses. Here,we use untargeted metabolomics to investigate the metabolic heterogeneity in patients with colorectal cancer (CRC). Our analysis reveals enhanced S-adenosylmethionine (SAM) and S-adenosylhomocysteine (SAH) metabolism in microsatellite stable (MSS) CRC,a subtype known for its resistance to immunotherapy. Functional studies reveal that SAM and SAH enhance the initial activation and effector functions of CD8+ T cells. Instead,cancer cells outcompete CD8+ T cells for SAM and SAH availability to impair T cell survival. In vivo,SAM supplementation promotes T cell proliferation and reduces exhaustion of the tumor-infiltrating CD8+ T cells,thus suppressing tumor growth in tumor-bearing mice. This study uncovers the metabolic crosstalk between T cells and tumor cells,which drives the development of tumors resistant to immunotherapy.Supplementary InformationThe online version contains supplementary material available at 10.1186/s40170-025-00394-2. View Publication

Non-viral DNA donor templates are commonly used for targeted genomic integration via homologous recombination (HR),with efficiency improved by CRISPR/Cas9 technology. Circular single-stranded DNA (cssDNA) has been used as a genome engineering catalyst (GATALYST) for efficient and safe gene knock-in. Here,we introduce enGager,an enhanced GATALYST associated genome editor system that increases transgene integration efficiency by tethering cssDNA donors to nuclear-localized Cas9 fused with single-stranded DNA binding peptide motifs. This approach further improves targeted integration and expression of reporter genes at multiple genomic loci in various cell types,showing up to 6-fold higher efficiency compared to unfused Cas9,especially for large transgenes in primary cells. Notably,enGager enables efficient integration of a chimeric antigen receptor (CAR) transgene in 33% of primary human T cells,enhancing anti-tumor functionality. This ‘tripartite editor with ssDNA optimized genome engineering (TESOGENASE) offers a safer,more efficient alternative to viral vectors for therapeutic gene modification. Non-viral DNA donor templates are commonly used for targeted genomic integration via homologous recombination. Here the authors present the TESOGENASE system which enhances CRISPR-based gene integration by tethering circular single-stranded DNA to Cas9. View Publication

Various inhibitors targeting T-cell immunoglobulin and mucin-containing molecule 3 (TIM3) aimed at reversing T-cell exhaustion for better immunotherapy outcomes have demonstrated limited clinical efficacy as monotherapy,with the underlying mechanisms remaining ambiguous. TIM3 is markedly expressed in dendritic cells (DCs),and the inconsistent research findings on its role in myeloid cells underscore its vital function within DCs. Through the establishment of an in vitro differentiation model generating mature dendritic cells (mDCs) under TIM3-targeted interventions,combined with an RNA sequencing analysis,this investigation systematically examined TIM3-mediated regulation and ligand interactions in human primary DCs. The findings indicate that TIM3 inhibition hinders DC maturation,which subsequently diminishes the antigen-presenting capacity of DCs,ultimately leading to immune suppression in T cells. These findings collectively establish TIM3 as a regulator of DC differentiation that promotes DC maturation while optimizing the antigen-processing and presentation capacity. This study elucidates the rationale behind the suboptimal efficacy of TIM3 inhibitors and advocates for retaining TIM3 signaling pathways in DCs. View Publication

AbstractBackgroundNatural killer (NK) cells’ unique ability to kill transformed cells expressing stress ligands or lacking major histocompatibility complexes (MHC) has prompted their development for immunotherapy. However,NK cells have demonstrated only moderate responses against cancer in clinical trials.MethodsAdvanced genome engineering may thus be used to unlock their full potential. Multiplex genome editing with CRISPR/Cas9 base editors (BEs) has been used to enhance T cell function and has already entered clinical trials but has not been reported in human NK cells. Here,we report the first application of BE in primary NK cells to achieve both loss-of-function and gain-of-function mutations.ResultsWe observed highly efficient single and multiplex base editing,resulting in significantly enhanced NK cell function in vitro and in vivo. Next,we combined multiplex BE with non-viral TcBuster transposon-based integration to generate interleukin-15 armored CD19 chimeric antigen receptor (CAR)-NK cells with significantly improved functionality in a highly suppressive model of Burkitt’s lymphoma both in vitro and in vivo.ConclusionsThe use of concomitant non-viral transposon engineering with multiplex base editing thus represents a highly versatile and efficient platform to generate CAR-NK products for cell-based immunotherapy and affords the flexibility to tailor multiple gene edits to maximize the effectiveness of the therapy for the cancer type being treated. View Publication

IntroductionCurrent antiretroviral therapy (ART) for HIV infection reduces plasma viral loads to undetectable levels and has increased the life expectancy of people with HIV (PWH). However,this increased lifespan is accompanied by signs of accelerated aging and a higher prevalence of age-related comorbidities. Tat (Trans-Activator of Transcription) is a key protein for viral replication and pathogenesis. Tat is encoded by 2 exons,with the full-length Tat ranging from 86 to 101 aa (Tat101). Introducing a stop codon in position 73 generates a 1 exon,synthetic 72aa Tat (Tat72). Intracellular,full-length Tat activates the NF-κB pro-inflammatory pathway and increases antiapoptotic signals and ROS generation. These effects may initiate a cellular senescence program,characterized by cell cycle arrest,altered cell metabolism,and increased senescence-associated secretory phenotype (SASP) mediator release However,the precise role of HIV-Tat in inducing a cellular senescence program in CD4+ T-cells is currently unknown.MethodsJurkat Tetoff cell lines stably transfected with Tat72,Tat101,or an empty vector were used. Flow cytometry and RT-qPCR were used to address senescence biomarkers,and 105 mediators were assessed in cell supernatants with an antibody-based membrane array. Key results obtained in Jurkat-Tat cells were addressed in primary,resting CD4+ T-cells by transient electroporation of HIV-Tat-FLAG plasmid DNA.ResultsIn the Jurkat cell model,expression of Tat101 increased the levels of the senescence biomarkers BCL-2,CD87,and p21,and increased the release of sCD30,PDGF-AA,and sCD31,among other factors. Tat101 upregulated CD30 and CD31 co-expression in the Jurkat cell surface,distinguishing these cells from Tat72 and Tetoff Jurkats. The percentage of p21+,p16+,and γ-H2AX+ cells were higher in Tat-expressing CD4+ T-cells,detected as a FLAG+ population compared to their FLAG- (Tat negative) counterparts. Increased levels of sCD31 and sCD26 were also detected in electroporated CD4+ T-cell supernatants.DiscussionIntracellular,full-length HIV-Tat expression increases several senescence biomarkers in Jurkat and CD4+ T-cells,and SASP/Aging mediators in cell supernatants. Intracellular HIV-Tat may initiate a cellular senescence program,contributing to the premature aging phenotype observed in PWH. Graphical Abstract View Publication

Tetracyclines are essential bacterial protein synthesis inhibitors under continual development to combat antibiotic resistance yet suffer from unwanted side effects. Mitoribosomes - responsible for generating oxidative phosphorylation (OXPHOS) subunits - share structural similarities with bacterial machinery and may suffer from cross-reactivity. Since lymphocytes rely upon OXPHOS upregulation to establish immunity,we set out to assess the impact of ribosome-targeting antibiotics on human T cells. We find tigecycline,a third-generation tetracycline,to be the most cytotoxic compound tested. In vitro,5–10 μM tigecycline inhibits mitochondrial but not cytosolic translation,mitochondrial complex I,III and IV expression,and curtails the activation and expansion of unique T cell subsets. By cryo-EM,we find tigecycline to occupy three sites on T cell mitoribosomes. In addition to the conserved A-site found in bacteria,tigecycline also attaches to the peptidyl transferase center of the large subunit. Furthermore,a third,distinct binding site on the large subunit,aligns with helices analogous to those in bacteria,albeit lacking methylation in humans. The data provide a mechanism to explain part of the anti-inflammatory effects of these drugs and inform antibiotic design. Tetracyclines impair cellular function by targeting ribosomes. Here,the authors demonstrate that tigecycline impairs T cell function by selectively inhibiting mitochondrial protein synthesis and uncover the structural basis for mitoribosome inhibition and its role in immunosuppression. View Publication

Systemic inflammatory conditions are classically characterized by an acute hyperinflammatory phase,followed by a late immunosuppressive phase that elevates the susceptibility to secondary infections. Comprehensive mechanistic understanding of these phases is largely lacking. To address this gap,we leveraged a controlled,human in vivo model of lipopolysaccharide (LPS)-induced systemic inflammation encompassing both phases. Single-cell RNA sequencing during the acute hyperinflammatory phase identified an inflammatory CD163+SLC39A8+CALR+ monocyte-like subset (infMono) at 4 h post-LPS administration. The late immunosuppressive phase was characterized by diminished expression of type I interferon (IFN)-responsive genes in monocytes,impaired myelopoiesis and a pronounced attenuation of the immune response on a secondary LPS challenge 1 week after the first. The infMono gene program and impaired myelopoiesis were also detected in patient cohorts with bacterial sepsis and coronavirus disease. IFNβ treatment restored type-I IFN responses and proinflammatory cytokine production and induced monocyte maturation,suggesting a potential treatment option for immunosuppression. Stunnenberg et al. use a model of lipopolysaccharide injection in humans to characterize the transcriptomic landscape of bone marrow and blood immune cells during the hyperinflammatory and immunosuppressed phases of systemic inflammation. View Publication

The prognosis for adult B-cell acute lymphoblastic leukemia remains unfavorable,especially in the context of relapsed and refractory disease. Exploring the molecular mechanisms underlying disease progression holds significant promise for improving clinical outcomes. In this investigation,utilizing single-cell transcriptome sequencing technology,we discerned a correlation between Ubiquitin-like containing PHD and RING finger domain 1 (UHRF1) and the progression of B-cell acute lymphoblastic leukemia. Our findings reveal a significant upregulation of UHRF1 in cases of relapsed and refractory B-cell acute lymphoblastic leukemia,thereby serving as a prognostic indicator for poor outcomes. Both deletion of UHRF1 or overexpression of its downstream target secreted frizzled-related protein 5 (SFRP5) resulted in the inhibition of leukemia cell proliferation,promoting cellular apoptosis and induction of cell cycle arrest. Our results showed that UHRF1 employs methylation modifications to repress the expression of SFRP5,consequently inducing the WNT5A-P38 MAPK-HK2 signaling axis,resulting in the augmentation of lactate,the critical metabolic product of aerobic glycolysis. Furthermore,we identified UM164 as a targeted inhibitor of UHRF1 that substantially inhibits P38 protein phosphorylation,downregulates HK2 expression,and reduces lactate production. UM164 also demonstrated antileukemic activity both in vitro and in vivo. In summary,our investigation revealed the molecular mechanisms of epigenetic and metabolic reprogramming in relapsed and refractory B-cell acute lymphoblastic leukemia and provides potential targeted therapeutic strategies to improve its inadequate prognosis. View Publication

The development of hematopoietic cell lineages is a highly complex process governed by a delicate interplay of various transcription factors. The expression of these factors is influenced,in part,by epigenetic signatures that define each stage of cell differentiation. In particular,the formation of B lymphocytes depends on the sequential silencing of stemness genes and the balanced expression of interdependent transcription factors,along with DNA rearrangement. We have investigated the impact of Dido3 deficiency,a protein involved in chromatin status readout,on B cell differentiation within the hematopoietic compartment of mice. Our findings revealed significant impairments in the successive stages of B cell development. The absence of Dido3 resulted in remarkable alterations in the expression of essential transcription factors and differentiation markers,which are crucial for orchestrating the differentiation process. Additionally,the somatic recombination process,responsible for generation of antigen receptor diversity,was also adversely affected. These observations highlight the vital role of epigenetic regulation,particularly the involvement of Dido3,in ensuring proper B cell differentiation. This study reveals new mechanisms underlying disruptive alterations,deepening our understanding of hematopoiesis and may potentially lead to insights that aid in the development of therapeutic interventions for disorders involving aberrant B cell development.Supplementary InformationThe online version contains supplementary material available at 10.1186/s13578-025-01394-x. View Publication