BACKGROUND & AIMS:Pancreatic ductal adenocarcinoma (PDAC) metastasizes early and frequently to the liver, limiting therapeutic options and resulting in poor prognosis. Neutrophils are key immune players in cancer progression, yet their role in PDAC liver metastases remains unclear. This study investigates how neutrophils influence hepatic macrophages and modulate the immune landscape in the metastatic microenvironment using intravital calcium imaging and single-cell RNA sequencing. METHODS:Intravital microscopy was used to monitor neutrophil behavior and interactions within the metastatic niche. We used intravital calcium imaging in LysMcre-PCG5-tdt mice to visualize real-time immune cell interactions and their functional impact in a PDAC metastasis model. To dissect the effect of neutrophils on the immune landscape, we performed single-cell RNA sequencing of liver-infiltrating leukocytes in tumor-bearing mice. RESULTS:Intravital calcium imaging revealed that neutrophils are recruited to hepatic metastases by CCL2/CCL5, where they take up tumor cell fragments via trogocytosis and subsequently present these tumor fragments to hepatic macrophages. This neutrophil-driven immunomodulation was abolished on neutrophil depletion, resulting in a permissive tumor-promoting macrophage phenotype. Single-cell RNA sequencing identified distinct macrophage subpopulations, demonstrating that neutrophils suppress the development of immunosuppressive macrophages by C3-dependent signaling and enhance antitumor pathways. CONCLUSIONS:This study provides in vivo evidence of neutrophil-macrophage crosstalk in PDAC liver metastases and highlights the functional consequences of neutrophil depletion. By integrating intravital calcium imaging with single-cell RNA sequencing, we uncovered a previously unrecognized mechanism of neutrophil-driven immunomodulation, emphasizing the potential for therapeutic strategies targeting neutrophil-macrophage interactions in metastatic PDAC.
Thrombotic diseases remain the major cause of death and disability worldwide, and the contribution of inflammation is increasingly recognized. Thromboinflammation has been identified as a key pathomechanism, but an unsupervised map of immune-cell states, trajectories, and intercommunication at a single-cell level has been lacking. Here, we reveal innate leukocyte substates with prominent thrombolytic properties by employing single-cell omics measures on human stroke thrombi. Using in vivo and in vitro thrombosis models, we propose a pro-resolving monocyte-neutrophil axis, combining two properties: (1) NR4A1hi non-classical monocytes acquire a thrombolytic and neutrophil-chemoattractive phenotype, and (2) blood neutrophils are thereby continuously recruited to established thrombi through CXCL8-CXCR1 and CXCR2 and adopt a hypoxia-induced thrombus-resolving urokinase receptor (PLAUR)+ phenotype. This immunothrombolytic axis results in thrombus resolution. Together, with this immune landscape of thrombosis, we provide a valuable resource and introduce the concept of "immunothrombolysis" with broad mechanistic and translational implications at the crossroad of inflammation and thrombosis.
Original Data for the manuscript: Immunothrombolytic monocyte-neutrophil axes dominate the single-cell landscape of human thrombosis The manuscript is accessible in bioRxiv: https://www.biorxiv.org/content/10.1101/2024.01.10.574518v1 . Please cite the preprint and any subsequent journal publications. Processed scRNA-seq data seurat_humancombined_libintSubsetGroups.Rds -> fully processed Seurat objects objGroups_libint_conditions.tsv -> annotations for main Seurat object integrated_mouse_thrombus.rds -> mouse thrombus dataset Original Data (scRNA-seq) pat1_raw_feature_bc_matrix.h5 -> Sample 21053_0001 pat2_raw_feature_bc_matrix.h5 -> Sample 21053_0003 pat3_raw_feature_bc_matrix.h5 -> Sample sample_Thr3 pat4_5_raw_feature_bc_matrix.h5 -> Sample sample_Thr4 pat6_raw_feature_bc_matrix.h5 -> Sample sample_Thr5 pat7_raw_feature_bc_matrix.h5 -> Sample samples_ATTHR mt_raw_feature_bc_matrix.h5 -> Mouse Original Data (spliced/unspliced by velocyto; matching above sample names): pat1_velocyto.loom -> Sample 21053_0001 pat2_velocyto.loom -> Sample 21053_0003 pat3_velocyto.loom -> Sample sample_Thr3 pat4_5_velocyto.loom -> Sample sample_Thr4 pat6_velocyto.loom -> Sample sample_Thr5 pat7_velocyto.loom -> Sample samples_ATTHR Scripts: functions.R -> script with helper utilities mt_process.R -> script for processing the mouse data process.R -> script for processing the main data set process_de_obj.R -> script for performing DE analysis process_label_transfer.R -> script for doing label transfer between human and mouse dataset and further analyses process_label_transfer.ipynb -> script for doing label transfer between human and mouse dataset and further analyses process_monocle.R -> script for doing monocle-based analyses process_wgcna.R -> script for doing wgcna-based analyses subset_velocities_step1.R -> Seurat to file-based data subset_velocities_step2.py -> scvelo-based script for processing each subset velocities_step1.R -> Seurat to file-based data velocities_step2.py-> scvelo-based script for processing full dataset revision_velocities_step2.py -> scvelo-based script for processing each subset (now with nice colors)
Neutrophils rapidly respond to inflammation and infection, but to which degree their functional trajectories after mobilization from the bone marrow are shaped within the circulation remains vague. Experimental limitations have so far hampered neutrophil research in human disease. Here, using innovative fixation and single-cell-based toolsets, we profile human and murine neutrophil transcriptomes and proteomes during steady state and bacterial infection. We find that peripheral priming of circulating neutrophils leads to dynamic shifts dominated by conserved up-regulation of antimicrobial genes across neutrophil substates, facilitating pathogen containment. We show the TLR4/NF-κB signaling-dependent up-regulation of canonical neutrophil activation markers like CD177/NB-1 during acute inflammation, resulting in functional shifts in vivo. Blocking de novo RNA synthesis in circulating neutrophils abrogates these plastic shifts and prevents the adaptation of antibacterial neutrophil programs by up-regulation of distinct effector molecules upon infection. These data underline transcriptional plasticity as a relevant mechanism of functional neutrophil reprogramming during acute infection to foster bacterial containment within the circulation.
Platelets are key players in cardiovascular disease, and platelet aggregation represents a central pharmacologic target, particularly in secondary prevention. However, inhibition of adenosine diphosphate and thromboxane signaling has low efficacy in preventing venous thromboembolism, necessitating the inhibition of the plasmatic coagulation cascade in this disease entity. Anticoagulation carries a significantly higher risk of bleeding complications, highlighting the need of alternative therapeutic approaches. We hypothesized that procoagulant activation (PA) of platelets promotes venous thrombus formation and that targeting PA could alleviate venous thrombosis. Here, we found elevated levels of procoagulant platelets in the circulation and in thrombi of patients with deep vein thrombosis (DVT) and pulmonary embolism, and in mice developing DVT following inferior vena cava stenosis. Furthermore, we detected PA of recruited platelets within murine venous thrombi and human pulmonary emboli. Mice with platelet-specific deficiency in central pathways of PA-cyclophilin D and transmembrane protein 16F-were more resistant toward low fl ow - induced venous thrombosis. Finally, we found that a clinically approved carbonic anhydrase inhibitor, methazolamide, reduced platelet procoagulant activity and alleviated murine thrombus formation without affecting trauma-associated hemostasis. These fi ndings identify an essential role of platelet procoagulant function in venous thrombosis and delineate novel pharmacologic strategies targeting platelets in the prevention of venous thromboembolism.
Acute and chronic coronary syndromes (ACS and CCS) are leading causes of mortality. Inflammation is considered a key pathogenic driver of these diseases, but the underlying immune states and their clinical implications remain poorly understood. Multiomic factor analysis (MOFA) allows unsupervised data exploration across multiple data types, identifying major axes of variation and associating these with underlying molecular processes. We hypothesized that applying MOFA to multiomic data obtained from blood might uncover hidden sources of variance and provide pathophysiological insights linked to clinical needs. Here we compile a longitudinal multiomic dataset of the systemic immune landscape in both ACS and CCS (n = 62 patients in total, n = 15 women and n = 47 men) and validate this in an external cohort (n = 55 patients in total, n = 11 women and n = 44 men). MOFA reveals multicellular immune signatures characterized by distinct monocyte, natural killer and T cell substates and immune-communication pathways that explain a large proportion of inter-patient variance. We also identify specific factors that reflect disease state or associate with treatment outcome in ACS as measured using left ventricular ejection fraction. Hence, this study provides proof-of-concept evidence for the ability of MOFA to uncover multicellular immune programs in cardiovascular disease, opening new directions for mechanistic, biomarker and therapeutic studies. Multiomic factor analysis of blood multiomic data, including single-cell transcriptomics, for individuals with either acute or chronic coronary syndrome identifies immune cell signatures that correlate with treatment outcomes.
Acute and chronic coronary syndromes (ACS and CCS) are leading causes of mortality. Inflammation is considered to be a key pathogenic driver, but immune states in humans and their clinical implications remain poorly understood. We hypothesized that Multi-Omic blood analysis combined with Multi-Omic Factor Analysis (MOFA) might uncover hidden sources of variance providing pathophysiological insights linked to clinical needs. Here, we compile a single cell longitudinal dataset of the circulating immune states in ACS & CCS (13x10 3 clinical & Multi-Omic variables, n=117 subjects, n=838 analyzed samples) from two independent cohorts. Using MOFA, we identify multilayered factors, characterized by distinct classical monocyte and CD4 + & CD8 + T cell states that explain a large proportion of inter-patient variance. Three factors either reflect disease course or predict outcome in coronary syndromes. The diagnostic performance of these factors reaches beyond established biomarkers highlighting the potential use of MOFA as a novel tool for multilayered patient risk stratification.
Maladaptive, non-resolving inflammation contributes to chronic inflammatory diseases such as atherosclerosis. Because macrophages remove necrotic cells, defective macrophage programs can promote chronic inflammation with persistent tissue injury. Here, we investigated the mechanisms sustaining vascular macrophages. Intravital imaging revealed a spatiotemporal macrophage niche across vascular beds alongside mural cells (MCs)-pericytes and smooth muscle cells. Single-cell transcriptomics, co-culture, and genetic deletion experiments revealed MC-derived expression of the chemokines CCL2 and MIF, which actively preserved macrophage survival and their homeostatic functions. In atherosclerosis, this positioned macrophages in viable plaque areas, away from the necrotic core, and maintained a homeostatic macrophage phenotype. Disruption of this MC-macrophage unit via MC-specific deletion of these chemokines triggered detrimental macrophage relocalizing, exacerbated plaque necrosis, inflammation, and atheroprogression. In line, CCL2 inhibition at advanced stages of atherosclerosis showed detrimental effects. This work presents a MC-driven safeguard toward maintaining the homeostatic vascular macrophage niche.
Background Deep vein thrombosis (DVT) is a common condition associated with significant mortality due to pulmonary embolism. Despite advanced prevention and anticoagulation therapy, the incidence of venous thromboembolism remains unchanged. Individuals with elevated hematocrit and/or excessively high erythropoietin (EPO) serum levels are particularly susceptible to DVT formation. We investigated the influence of short-term EPO administration compared to chronic EPO overproduction on DVT development. Additionally, we examined the role of the spleen in this context and assessed its impact on thrombus composition.Methods We induced ligation of the caudal vena cava (VCC) in EPO-overproducing Tg(EPO) mice as well as wildtype mice treated with EPO for two weeks, both with and without splenectomy. The effect on platelet circulation time was evaluated through FACS analysis, and thrombus composition was analyzed using immunohistology.Results We present evidence for an elevated thrombogenic phenotype resulting from chronic EPO overproduction, achieved by combining an EPO-overexpressing mouse model with experimental DVT induction. This increased thrombotic state is largely independent of traditional contributors to DVT, such as neutrophils and platelets. Notably, the pronounced prothrombotic effect of red blood cells (RBCs) only manifests during chronic EPO overproduction and is not influenced by splenic RBC clearance, as demonstrated by splenectomy. In contrast, short-term EPO treatment does not induce thrombogenesis in mice. Consequently, our findings support the existence of a differential thrombogenic effect between chronic enhanced erythropoiesis and exogenous EPO administration.Conclusion Chronic EPO overproduction significantly increases the risk of DVT, while short-term EPO treatment does not. These findings underscore the importance of considering EPO-related factors in DVT risk assessment and potential therapeutic strategies.
Vaccines against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are based on a range of novel platforms, with adenovirus-based approaches (like ChAdOx1 nCov-19) being one of them. Recently, a novel complication of SARS-CoV-2-targeted adenovirus vaccines has emerged: immune thrombocytopenia, either isolated, or accompanied by thrombosis (then termed VITT). This complication is characterized by low platelet counts, and in the case of VITT, also by platelet-activating platelet factor 4 antibodies reminiscent of heparin-induced thrombocytopenia, leading to a prothrombotic state with clot formation at unusual anatomic sites. Here, we detected antiplatelet antibodies targeting platelet glycoprotein receptors in 30% of patients with proven VITT (n = 27) and 42% of patients with isolated thrombocytopenia after ChAdOx1 nCov-19 vaccination (n = 26), indicating broad antiplatelet autoimmunity in these clinical entities. We use in vitro and in vivo models to characterize possible mechanisms of these platelet-targeted autoimmune responses leading to thrombocytopenia. We show that IV but not intramuscular injection of ChAdOx1 nCov-19 triggers platelet-adenovirus aggregate formation and platelet activation in mice. After IV injection, these aggregates are phagocytosed by macrophages in the spleen, and platelet remnants are found in the marginal zone and follicles. This is followed by a pronounced B-cell response with the emergence of circulating antibodies binding to platelets. Our work contributes to the understanding of platelet-associated complications after ChAdOx1 nCov-19 administration and highlights accidental IV injection as a potential mechanism of platelet-targeted autoimmunity. Hence, preventing IV injection when administering adenovirus-based vaccines could be a potential measure against platelet-associated pathologies after vaccination.
The antiviral immune response to SARS-CoV-2 infection can limit viral spread and prevent development of pneumonic COVID-19. However, the protective immunological response associated with successful viral containment in the upper airways remains unclear. Here, we combine a multi-omics approach with longitudinal sampling to reveal temporally resolved protective immune signatures in non-pneumonic and ambulatory SARS-CoV-2 infected patients and associate specific immune trajectories with upper airway viral containment. We see a distinct systemic rather than local immune state associated with viral containment, characterized by interferon stimulated gene (ISG) upregulation across circulating immune cell subsets in non-pneumonic SARS-CoV2 infection. We report reduced cytotoxic potential of Natural Killer (NK) and T cells, and an immune-modulatory monocyte phenotype associated with protective immunity in COVID-19. Together, we show protective immune trajectories in SARS-CoV2 infection, which have important implications for patient prognosis and the development of immunomodulatory therapies. Infection with SARS-COV-2 can result in self-limited upper airway infection or progress to a more systemic inflammatory condition including pneumonic COVID-19. Here the authors utilise a multi-omics approach to interrogate the immune response of patients with self-limiting upper respiratory SARS-CoV-2 infection and reveal a temporal immune trajectory they associate with viral containment and restriction from pneumonic progressive disease.
The CRISPR/Cas9 system allows scarless, marker-free genome editing. Current CRISPR/Cas9 systems for the fission yeast Schizosaccharomyces pombe rely on tedious and time-consuming cloning procedures to introduce a specific sgRNA target sequence into a Cas9-expressing plasmid. In addition, Cas9 endonuclease has been reported to be toxic to fission yeast when constitutively overexpressed from the strong adh1 promoter. To overcome these problems we have developed an improved system, SpEDIT, that uses a synthesised Cas9 sequence codon-optimised for S. pombe expressed from the medium strength adh15 promoter. The SpEDIT system exhibits a flexible modular design where the sgRNA is fused to the 3’ end of the self-cleaving hepatitis delta virus (HDV) ribozyme, allowing expression of the sgRNA cassette to be driven by RNA polymerase III from a tRNA gene sequence. Lastly, the inclusion of sites for the BsaI type IIS restriction enzyme flanking a GFP placeholder enables one-step Golden Gate mediated replacement of GFP with synthesized sgRNAs for expression. The SpEDIT system allowed a 100% mutagenesis efficiency to be achieved when generating targeted point mutants in the ade6+ or ura4+ genes by transformation of cells from asynchronous cultures. SpEDIT also permitted insertion, tagging and deletion events to be obtained with minimal effort. Simultaneous editing of two independent non-homologous loci was also readily achieved. Importantly the SpEDIT system displayed reduced toxicity compared to currently available S. pombe editing systems. Thus, SpEDIT provides an effective and user-friendly CRISPR/Cas9 procedure that significantly improves the genome editing toolbox for fission yeast.
The CRISPR/Cas9 system allows scarless, marker-free genome editing. Current CRISPR/Cas9 systems for the fission yeast Schizosaccharomyces pombe rely on tedious and time-consuming cloning procedures to introduce a specific sgRNA target sequence into a Cas9-expressing plasmid. In addition, Cas9 endonuclease has been reported to be toxic to fission yeast when constitutively overexpressed from the strong adh1 promoter. To overcome these problems we have developed an improved system, SpEDIT, that uses a synthesised Cas9 sequence codon-optimised for S. pombe expressed from the medium strength adh15 promoter. The SpEDIT system exhibits a flexible modular design where the sgRNA is fused to the 3’ end of the self-cleaving hepatitis delta virus (HDV) ribozyme, allowing expression of the sgRNA cassette to be driven by RNA polymerase III from a tRNA gene sequence. Lastly, the inclusion of sites for the BsaI type IIS restriction enzyme flanking a GFP placeholder enables one-step Golden Gate mediated replacement of GFP with synthesized sgRNAs for expression. The SpEDIT system allowed a 100% mutagenesis efficiency to be achieved when generating targeted point mutants in the ade6+ or ura4+ genes by transformation of cells from asynchronous cultures. SpEDIT also permitted insertion, tagging and deletion events to be obtained with minimal effort. Simultaneous editing of two independent non-homologous loci was also readily achieved. Importantly the SpEDIT system displayed reduced toxicity compared to currently available S. pombe editing systems. Thus, SpEDIT provides an effective and user-friendly CRISPR/Cas9 procedure that significantly improves the genome editing toolbox for fission yeast.