The single-cell landscape of cystic echinococcosis in different stages provided insights into endothelial and immune cell heterogeneity

Introduction Hydatid cysts and angiogenesis are the key characteristics of cystic echinococcosis, with immune cells and endothelial cells mediating essential roles in disease progression. Recent single-cell analysis studies demonstrated immune cell infiltration after Echinococcus granulosus infection, highlighting the diagnostic and therapeutic potential of targeting certain cell types in the lesion microenvironment. However, more detailed immune mechanisms during different periods of E. granulosus infection were not elucidated. Methods Herein, we characterized immune and endothelial cells from the liver samples of mice in different stages by single-cell RNA sequencing. Results We profiled the transcriptomes of 45,199 cells from the liver samples of mice at 1, 3, and 6 months after infection (two replicates) and uninfected wild-type mice. The cells were categorized into 26 clusters with four distinct cell types: natural killer (NK)/T cells, B cells, myeloid cells, and endothelial cells. An SPP1+ macrophage subset with immunosuppressive and pro-angiogenic functions was identified in the late infection stage. Single-cell regulatory network inference and clustering (SCENIC) analysis suggested that Cebpe, Runx3, and Rora were the key regulators of the SPP1+ macrophages. Cell communication analysis revealed that the SPP1+ macrophages interacted with endothelial cells and had pro-angiogenic functions. There was an obvious communicative relationship between SPP1+ macrophages and endothelial cells via Vegfa–Vegfr1/Vegfr2, and SPP1+ macrophages interacted with other immune cells via specific ligand–receptor pairs, which might have contributed to their immunosuppressive function. Discussion Our comprehensive exploration of the cystic echinococcosis ecosystem and the first discovery of SPP1+ macrophages with infection period specificity provide deeper insights into angiogenesis and the immune evasion mechanisms associated with later stages of infection.

[1]  F. Ginhoux,et al.  Single-cell and spatial analysis reveal interaction of FAP+ fibroblasts and SPP1+ macrophages in colorectal cancer , 2022, Nature Communications.

[2]  Xueda Hu,et al.  Immune phenotypic linkage between colorectal cancer and liver metastasis. , 2022, Cancer cell.

[3]  K. Qu,et al.  Single-Cell RNA Sequencing Reveals the Heterogeneity of Infiltrating Immune Cell Profiles in the Hepatic Cystic Echinococcosis Microenvironment , 2021, Infection and immunity.

[4]  C. Adams,et al.  Exercise-induced angiogenesis is dependent on metabolically primed ATF3/4+ endothelial cells , 2021, Cell metabolism.

[5]  H. Wen,et al.  Identification of infiltrating immune cell subsets and heterogeneous macrophages in the lesion microenvironment of hepatic cystic echinococcosis patients with different cyst viability. , 2021, Acta Tropica.

[6]  Yangyang Bian,et al.  S100A4 enhances protumor macrophage polarization by control of PPAR-γ-dependent induction of fatty acid oxidation , 2021, Journal for ImmunoTherapy of Cancer.

[7]  Hong-Zhuan Chen,et al.  Targeting CTGF in Cancer: An Emerging Therapeutic Opportunity. , 2020, Trends in cancer.

[8]  Jian Sun,et al.  PRKAR2B‐HIF‐1α loop promotes aerobic glycolysis and tumour growth in prostate cancer , 2020, Cell proliferation.

[9]  S. von Karstedt,et al.  Friend or Foe: S100 Proteins in Cancer , 2020, Cancers.

[10]  Lihua Zhang,et al.  Inference and analysis of cell-cell communication using CellChat , 2020, Nature Communications.

[11]  F. Ginhoux,et al.  Determinants of Resident Tissue Macrophage Identity and Function. , 2020, Immunity.

[12]  Deepali V. Sawant,et al.  Single-Cell Analyses Inform Mechanisms of Myeloid-Targeted Therapies in Colon Cancer , 2020, Cell.

[13]  Tianbo Xu,et al.  TMSB10 acts as a biomarker and promotes progression of clear cell renal cell carcinoma , 2020, International journal of oncology.

[14]  Jianping Cao,et al.  Arginase promotes immune evasion of Echinococcus granulosus in mice , 2020, Parasites & Vectors.

[15]  T. van der Poll,et al.  Platelet Activation and Endothelial Cell Dysfunction. , 2020, Critical care clinics.

[16]  F. Jamali,et al.  Single dose pharmacokinetics and bioavailability of glucosamine in the rat. , 2002, Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques.

[17]  Jinhua Zhang,et al.  S100A4 promotes hepatocellular carcinogenesis by intensifying fibrosis-associated cancer cell stemness , 2020, Oncoimmunology.

[18]  Xianwen Ren,et al.  Landscape and Dynamics of Single Immune Cells in Hepatocellular Carcinoma , 2019, Cell.

[19]  C. Ponting,et al.  Resolving the fibrotic niche of human liver cirrhosis at single cell level , 2019, Nature.

[20]  P. Carmeliet,et al.  Hallmarks of Endothelial Cell Metabolism in Health and Disease. , 2019, Cell metabolism.

[21]  P. Benos,et al.  Proliferating SPP1/MERTK-expressing macrophages in idiopathic pulmonary fibrosis , 2019, European Respiratory Journal.

[22]  M. Fullwood,et al.  Identification of a novel enhancer of CEBPE essential for granulocytic differentiation. , 2019, Blood.

[23]  Jun Li,et al.  Symbiotic Macrophage-Glioma Cell Interactions Reveal Synthetic Lethality in PTEN-Null Glioma. , 2019, Cancer cell.

[24]  D. McManus,et al.  Echinococcosis: Advances in the 21st Century , 2019, Clinical Microbiology Reviews.

[25]  I. Amit,et al.  Dysfunctional CD8 T Cells Form a Proliferative, Dynamically Regulated Compartment within Human Melanoma , 2019, Cell.

[26]  K. Ji,et al.  Ras and Rap1: A tale of two GTPases. , 2019, Seminars in cancer biology.

[27]  Lu Wen,et al.  Single-cell multiomics sequencing and analyses of human colorectal cancer , 2018, Science.

[28]  Cong-shan Liu,et al.  Pro-Angiogenic Activity of Monocytic-Type Myeloid-Derived Suppressor Cells from Balb/C Mice Infected with Echinococcus Granulosus and the Regulatory Role of miRNAs , 2018, Cellular Physiology and Biochemistry.

[29]  Li Li,et al.  Endothelial Mitochondrial Preprotein Translocase Tomm7-Rac1 Signaling Axis Dominates Cerebrovascular Network Homeostasis , 2018, Arteriosclerosis, thrombosis, and vascular biology.

[30]  K. Fukuda,et al.  IL (Interleukin)-10–STAT3–Galectin-3 Axis Is Essential for Osteopontin-Producing Reparative Macrophage Polarization After Myocardial Infarction , 2018, Circulation.

[31]  J. Pollard,et al.  Targeting macrophages: therapeutic approaches in cancer , 2018, Nature Reviews Drug Discovery.

[32]  Guo-Cheng Yuan,et al.  Revealing the Critical Regulators of Cell Identity in the Mouse Cell Atlas , 2018, bioRxiv.

[33]  J. Lang,et al.  The roles of metallothioneins in carcinogenesis , 2018, Journal of Hematology & Oncology.

[34]  S. Xiao,et al.  Mini‐peptide RPL41 attenuated retinal neovascularization by inducing degradation of ATF4 in oxygen‐induced retinopathy mice , 2018, Experimental cell research.

[35]  Cong-shan Liu,et al.  The proangiogenic role of polymorphonuclear myeloid-derived suppressor cells in mice infected with Echinococcus granulosus. , 2018, Bioscience trends.

[36]  Zev J. Gartner,et al.  DoubletFinder: Doublet detection in single-cell RNA sequencing data using artificial nearest neighbors , 2018, bioRxiv.

[37]  Paul Hoffman,et al.  Integrating single-cell transcriptomic data across different conditions, technologies, and species , 2018, Nature Biotechnology.

[38]  Laleh Haghverdi,et al.  Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors , 2018, Nature Biotechnology.

[39]  A. Carvalho,et al.  Expression and Prognostic Relevance of GAGE1 and XAGE1 Cancer/Testis Antigens in Head and Neck Squamous Cell Carcinoma. , 2018, Current molecular medicine.

[40]  M. Scharfe,et al.  Divergent co-transcriptomes of different host cells infected with Toxoplasma gondii reveal cell type-specific host-parasite interactions , 2017, Scientific Reports.

[41]  J. Aerts,et al.  SCENIC: Single-cell regulatory network inference and clustering , 2017, Nature Methods.

[42]  Daniel M. Corey,et al.  PD-1 expression by tumor-associated macrophages inhibits phagocytosis and tumor immunity , 2017, Nature.

[43]  Chun-Hao Tsai,et al.  CTGF promotes osteosarcoma angiogenesis by regulating miR-543/angiopoietin 2 signaling. , 2017, Cancer letters.

[44]  Neil D. Lawrence,et al.  Single-cell RNA-seq and computational analysis using temporal mixture modeling resolves TH1/TFH fate bifurcation in malaria , 2017, Science Immunology.

[45]  D. Vuitton,et al.  Immunology of Alveolar and Cystic Echinococcosis (AE and CE). , 2017, Advances in parasitology.

[46]  Christopher D. Scharer,et al.  ZBTB32 Restricts the Duration of Memory B Cell Recall Responses , 2016, The Journal of Immunology.

[47]  E. Brunetti,et al.  Cystic Echinococcosis , 2015, Journal of Clinical Microbiology.

[48]  P. Li,et al.  Response gene to complement 32 (RGC-32) expression on M2-polarized and tumor-associated macrophages is M-CSF-dependent and enhanced by tumor-derived IL-4 , 2014, Cellular and Molecular Immunology.

[49]  Cole Trapnell,et al.  Pseudo-temporal ordering of individual cells reveals dynamics and regulators of cell fate decisions , 2014, Nature Biotechnology.

[50]  C. Munaut,et al.  C1q as a unique player in angiogenesis with therapeutic implication in wound healing , 2014, Proceedings of the National Academy of Sciences.

[51]  L. Claesson‐Welsh,et al.  VEGFA and tumour angiogenesis , 2013, Journal of internal medicine.

[52]  Justin Guinney,et al.  GSVA: gene set variation analysis for microarray and RNA-Seq data , 2013, BMC Bioinformatics.

[53]  H. Wen,et al.  Th17/Treg imbalance in patients with liver cystic echinococcosis , 2012, Parasite immunology.

[54]  C. Touil-Boukoffa,et al.  Interleukin-17A correlates with interleukin-6 production in human cystic echinococcosis: a possible involvement of IL-17A in immunoprotection against Echinococcus granulosus infection. , 2012, European cytokine network.

[55]  Joachim Müller,et al.  Echinococcus multilocularis phosphoglucose isomerase (EmPGI): a glycolytic enzyme involved in metacestode growth and parasite-host cell interactions. , 2010, International journal for parasitology.

[56]  C. Tinelli,et al.  Ex vivo assessment of serum cytokines in patients with cystic echinococcosis of the liver , 2010, Parasite immunology (Print).

[57]  Lieping Chen,et al.  PD-1 regulates germinal center B cell survival and the formation and affinity of long-lived plasma cells , 2010, Nature Immunology.

[58]  S. Bohlson,et al.  CD93 and related family members: their role in innate immunity. , 2008, Current drug targets.

[59]  P. Turner,et al.  Single nucleotide polymorphisms in mannan‐binding lectins and ficolins in various strains of mice , 2007, International journal of immunogenetics.

[60]  N. Mochizuki,et al.  Cyclic AMP Potentiates Vascular Endothelial Cadherin-Mediated Cell-Cell Contact To Enhance Endothelial Barrier Function through an Epac-Rap1 Signaling Pathway , 2005, Molecular and Cellular Biology.

[61]  D. Vuitton The ambiguous role of immunity in echinococcosis: protection of the host or of the parasite? , 2003, Acta tropica.