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1.
Nat Commun ; 15(1): 2760, 2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38553448

ABSTRACT

The cGAS-STING pathway plays a crucial role in anti-tumoral responses by activating inflammation and reprogramming the tumour microenvironment. Upon activation, STING traffics from the endoplasmic reticulum (ER) to Golgi, allowing signalling complex assembly and induction of interferon and inflammatory cytokines. Here we report that cGAMP stimulation leads to a transient decline in ER cholesterol levels, mediated by Sterol O-Acyltransferase 1-dependent cholesterol esterification. This facilitates ER membrane curvature and STING trafficking to Golgi. Notably, we identify two cholesterol-binding motifs in STING and confirm their contribution to ER-retention of STING. Consequently, depletion of intracellular cholesterol levels enhances STING pathway activation upon cGAMP stimulation. In a preclinical tumour model, intratumorally administered cholesterol depletion therapy potentiated STING-dependent anti-tumoral responses, which, in combination with anti-PD-1 antibodies, promoted tumour remission. Collectively, we demonstrate that ER cholesterol sets a threshold for STING signalling through cholesterol-binding motifs in STING and we propose that this could be exploited for cancer immunotherapy.


Subject(s)
Membrane Proteins , Neoplasms , Humans , Membrane Proteins/metabolism , Signal Transduction/physiology , Interferons/metabolism , Nucleotidyltransferases/metabolism , Neoplasms/therapy , Neoplasms/metabolism , Endoplasmic Reticulum/metabolism , Tumor Microenvironment
2.
Cell Biol Toxicol ; 39(5): 2431-2435, 2023 10.
Article in English | MEDLINE | ID: mdl-36169743

ABSTRACT

Horseshoe bats (Rhinolophus sinicus) might help maintain coronaviruses severely affecting human health, such as severe acute respiratory syndrome coronavirus (SARS-CoV). Bats may be more tolerant of viral infection than other mammals due to their unique immune system, but the exact mechanism remains to be fully explored. During the coronavirus disease 2019 (COVID-19) pandemic, multiple animal species were diseased by coronavirus infection, especially in the respiratory system. Herein, a comparative analysis with single nucleus transcriptomic data of the lungs across four species, including horseshoe bat, cat, tiger, and pangolin, were conducted. The distribution of entry factors for twenty-eight respiratory viruses was characterized for the four species. Our findings might increase our understanding of the immune background of horseshoe bats.


Subject(s)
COVID-19 , Chiroptera , Tigers , Animals , Humans , Pangolins , Lung
4.
Clin Transl Med ; 12(8): e886, 2022 08.
Article in English | MEDLINE | ID: mdl-35917402

ABSTRACT

BACKGROUND: The exact animal origin of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) remains obscure and understanding its host range is vital for preventing interspecies transmission. METHODS: Herein, we applied single-cell sequencing to multiple tissues of 20 species (30 data sets) and integrated them with public resources (45 data sets covering 26 species) to expand the virus receptor distribution investigation. While the binding affinity between virus and receptor is essential for viral infectivity, understanding the receptor distribution could predict the permissive organs and tissues when infection occurs. RESULTS: Based on the transcriptomic data, the expression profiles of receptor or associated entry factors for viruses capable of causing respiratory, blood, and brain diseases were described in detail. Conserved cellular connectomes and regulomes were also identified, revealing fundamental cell-cell and gene-gene cross-talks from reptiles to humans. CONCLUSIONS: Overall, our study provides a resource of the single-cell atlas of the animal kingdom which could help to identify the potential host range and tissue tropism of viruses and reveal the host-virus co-evolution.


Subject(s)
COVID-19 , Spike Glycoprotein, Coronavirus , Animals , COVID-19/genetics , Host Specificity , Humans , Receptors, Virus/metabolism , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/metabolism
5.
Mol Ther ; 30(9): 2942-2951, 2022 09 07.
Article in English | MEDLINE | ID: mdl-35808824

ABSTRACT

Prime editing is a new CRISPR-based, genome-editing technology that relies on the prime editor (PE), a fusion protein of Cas9-nickase and M-MLV reverse transcriptase (RT), and a prime editing guide RNA (pegRNA) that serves both to target PE to the desired genomic locus and to carry the edit to be introduced. Here, we make advancements to the RT moiety to improve prime editing efficiencies and truncations to mitigate issues with adeno-associated virus (AAV) viral vector size limitations, which currently do not support efficient delivery of the large prime editing components. These efforts include RT variant screening, codon optimization, and PE truncation by removal of the RNase H domain and further trimming. This led to a codon-optimized and size-minimized PE that has an expression advantage (1.4-fold) and size advantage (621 bp shorter). In addition, we optimize the split intein PE system and identify Rma-based Cas9 split sites (573-574 and 673-674) that combined with the truncated PE delivered by dual AAVs result in superior AAV titer and prime editing efficiency. We also show that this minimized PE gives rise to superior lentiviral vector titers (46-fold) over the regular PE in an all-in-one PE lentiviral vector. We finally deliver the minimized PE to mouse liver by dual AAV8 vectors and show up to 6% precise editing of the PCSK9 gene, thereby demonstrating the value of this truncated split PE system for in vivo applications.


Subject(s)
CRISPR-Cas Systems , Proprotein Convertase 9 , Animals , Dependovirus/genetics , Gene Editing , Genetic Vectors/genetics , Mice , Proprotein Convertase 9/genetics , RNA, Guide, Kinetoplastida/genetics , RNA-Directed DNA Polymerase/genetics
6.
Cell Rep ; 39(12): 110979, 2022 06 21.
Article in English | MEDLINE | ID: mdl-35732129

ABSTRACT

Vertebrate evolution was accompanied by two rounds of whole-genome duplication followed by functional divergence in terms of regulatory circuits and gene expression patterns. As a basal and slow-evolving chordate species, amphioxus is an ideal paradigm for exploring the origin and evolution of vertebrates. Single-cell sequencing has been widely used to construct the developmental cell atlas of several representative species of vertebrates (human, mouse, zebrafish, and frog) and tunicates (sea squirts). Here, we perform single-nucleus RNA sequencing (snRNA-seq) and single-cell assay for transposase accessible chromatin sequencing (scATAC-seq) for different stages of amphioxus (covering embryogenesis and adult tissues). With the datasets generated, we constructed a developmental tree for amphioxus cell fate commitment and lineage specification and characterize the underlying key regulators and genetic regulatory networks. The data are publicly available on the online platform AmphioxusAtlas.


Subject(s)
Lancelets , Animals , Chromatin/genetics , Gene Expression , Genome , Lancelets/genetics , Mice , Zebrafish/genetics
7.
Nat Commun ; 13(1): 3620, 2022 06 24.
Article in English | MEDLINE | ID: mdl-35750885

ABSTRACT

Pigs are valuable large animal models for biomedical and genetic research, but insights into the tissue- and cell-type-specific transcriptome and heterogeneity remain limited. By leveraging single-cell RNA sequencing, we generate a multiple-organ single-cell transcriptomic map containing over 200,000 pig cells from 20 tissues/organs. We comprehensively characterize the heterogeneity of cells in tissues and identify 234 cell clusters, representing 58 major cell types. In-depth integrative analysis of endothelial cells reveals a high degree of heterogeneity. We identify several functionally distinct endothelial cell phenotypes, including an endothelial to mesenchymal transition subtype in adipose tissues. Intercellular communication analysis predicts tissue- and cell type-specific crosstalk between endothelial cells and other cell types through the VEGF, PDGF, TGF-ß, and BMP pathways. Regulon analysis of single-cell transcriptome of microglia in pig and 12 other species further identifies MEF2C as an evolutionally conserved regulon in the microglia. Our work describes the landscape of single-cell transcriptomes within diverse pig organs and identifies the heterogeneity of endothelial cells and evolutionally conserved regulon in microglia.


Subject(s)
Endothelial Cells , Microglia , Animals , Microglia/metabolism , Phenotype , Regulon/genetics , Single-Cell Analysis , Swine , Transcriptome
9.
Clin Transl Med ; 12(1): e689, 2022 01.
Article in English | MEDLINE | ID: mdl-35092700

ABSTRACT

BACKGROUND: Immune cells play important roles in mediating immune response and host defense against invading pathogens. However, insights into the molecular mechanisms governing circulating immune cell diversity among multiple species are limited. METHODS: In this study, we compared the single-cell transcriptomes of immune cells from 12 species. Distinct molecular profiles were characterized for different immune cell types, including T cells, B cells, natural killer cells, monocytes, and dendritic cells. RESULTS: Our data revealed the heterogeneity and compositions of circulating immune cells among 12 different species. Additionally, we explored the conserved and divergent cellular crosstalks and genetic regulatory networks among vertebrate immune cells. Notably, the ligand and receptor pair VIM-CD44 was highly conserved among the immune cells. CONCLUSIONS: This study is the first to provide a comprehensive analysis of the cross-species single-cell transcriptome atlas for peripheral blood mononuclear cells (PBMCs). This research should advance our understanding of the cellular taxonomy and fundamental functions of PBMCs, with important implications in evolutionary biology, developmental biology, and immune system disorders.


Subject(s)
Genetic Heterogeneity , Leukocytes, Mononuclear/cytology , Single-Cell Analysis/statistics & numerical data , Animals , Cats , Columbidae/genetics , Deer/genetics , Goats/genetics , Haplorhini/genetics , Humans , Mesocricetus/genetics , Mice/genetics , Rabbits , Sequence Analysis, RNA/methods , Sequence Analysis, RNA/statistics & numerical data , Single-Cell Analysis/instrumentation , Single-Cell Analysis/methods , Species Specificity , Tigers/genetics , Wolves/genetics , Zebrafish/genetics
10.
Nucleic Acids Res ; 50(D1): D934-D942, 2022 01 07.
Article in English | MEDLINE | ID: mdl-34634807

ABSTRACT

Viral infectious diseases are a devastating and continuing threat to human and animal health. Receptor binding is the key step for viral entry into host cells. Therefore, recognizing viral receptors is fundamental for understanding the potential tissue tropism or host range of these pathogens. The rapid advancement of single-cell RNA sequencing (scRNA-seq) technology has paved the way for studying the expression of viral receptors in different tissues of animal species at single-cell resolution, resulting in huge scRNA-seq datasets. However, effectively integrating or sharing these datasets among the research community is challenging, especially for laboratory scientists. In this study, we manually curated up-to-date datasets generated in animal scRNA-seq studies, analyzed them using a unified processing pipeline, and comprehensively annotated 107 viral receptors in 142 viruses and obtained accurate expression signatures in 2 100 962 cells from 47 animal species. Thus, the VThunter database provides a user-friendly interface for the research community to explore the expression signatures of viral receptors. VThunter offers an informative and convenient resource for scientists to better understand the interactions between viral receptors and animal viruses and to assess viral pathogenesis and transmission in species. Database URL: https://db.cngb.org/VThunter/.


Subject(s)
Databases, Factual , Genome, Viral , Host-Pathogen Interactions/genetics , Receptors, Virus/genetics , Software , Virus Diseases/genetics , Viruses/genetics , Animals , Binding Sites , Datasets as Topic , Gene Expression Regulation , High-Throughput Nucleotide Sequencing , Humans , Internet , Molecular Sequence Annotation , Protein Binding , Receptors, Virus/classification , Receptors, Virus/metabolism , Signal Transduction , Single-Cell Analysis , Virus Diseases/metabolism , Virus Diseases/transmission , Virus Diseases/virology , Viruses/classification , Viruses/metabolism , Viruses/pathogenicity
11.
Nat Commun ; 12(1): 7083, 2021 12 06.
Article in English | MEDLINE | ID: mdl-34873160

ABSTRACT

The availability of viral entry factors is a prerequisite for the cross-species transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Large-scale single-cell screening of animal cells could reveal the expression patterns of viral entry genes in different hosts. However, such exploration for SARS-CoV-2 remains limited. Here, we perform single-nucleus RNA sequencing for 11 non-model species, including pets (cat, dog, hamster, and lizard), livestock (goat and rabbit), poultry (duck and pigeon), and wildlife (pangolin, tiger, and deer), and investigated the co-expression of ACE2 and TMPRSS2. Furthermore, cross-species analysis of the lung cell atlas of the studied mammals, reptiles, and birds reveals core developmental programs, critical connectomes, and conserved regulatory circuits among these evolutionarily distant species. Overall, our work provides a compendium of gene expression profiles for non-model animals, which could be employed to identify potential SARS-CoV-2 target cells and putative zoonotic reservoirs.


Subject(s)
Atlases as Topic , Single-Cell Analysis/veterinary , Angiotensin-Converting Enzyme 2/genetics , Angiotensin-Converting Enzyme 2/metabolism , Animals , Birds , Cell Communication , Evolution, Molecular , Gene Regulatory Networks , Host-Pathogen Interactions , Lung/cytology , Lung/metabolism , Lung/virology , Mammals , Receptors, Virus/genetics , Receptors, Virus/metabolism , Reptiles , SARS-CoV-2/metabolism , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism , Transcriptome , Viral Tropism , Virus Internalization
12.
Nat Commun ; 12(1): 4543, 2021 07 27.
Article in English | MEDLINE | ID: mdl-34315889

ABSTRACT

The outbreak of coronavirus disease 2019 (COVID-19) is a global health emergency. Various omics results have been reported for COVID-19, but the molecular hallmarks of COVID-19, especially in those patients without comorbidities, have not been fully investigated. Here we collect blood samples from 231 COVID-19 patients, prefiltered to exclude those with selected comorbidities, yet with symptoms ranging from asymptomatic to critically ill. Using integrative analysis of genomic, transcriptomic, proteomic, metabolomic and lipidomic profiles, we report a trans-omics landscape for COVID-19. Our analyses find neutrophils heterogeneity between asymptomatic and critically ill patients. Meanwhile, neutrophils over-activation, arginine depletion and tryptophan metabolites accumulation correlate with T cell dysfunction in critical patients. Our multi-omics data and characterization of peripheral blood from COVID-19 patients may thus help provide clues regarding pathophysiology of and potential therapeutic strategies for COVID-19.


Subject(s)
COVID-19/genetics , COVID-19/metabolism , Critical Illness , Genomics/methods , Humans , Lipidomics/methods , Metabolomics/methods , Neutrophils/metabolism , Transcriptome/genetics
13.
J Genet Genomics ; 48(2): 147-162, 2021 02 20.
Article in English | MEDLINE | ID: mdl-33926839

ABSTRACT

Olfaction, the sense of smell, is a fundamental trait crucial to many species. The olfactory bulb (OB) plays pivotal roles in processing and transmitting odor information from the environment to the brain. The cellular heterogeneity of the mouse OB has been studied using single-cell RNA sequencing. However, the epigenetic landscape of the mOB remains mostly unexplored. Herein, we apply single-cell assay for transposase-accessible chromatin sequencing to profile the genome-wide chromatin accessibility of 9,549 single cells from the mOB. Based on single-cell epigenetic signatures, mOB cells are classified into 21 clusters corresponding to 11 cell types. We identify distinct sets of putative regulatory elements specific to each cell cluster from which putative target genes and enriched potential functions are inferred. In addition, the transcription factor motifs enriched in each cell cluster are determined to indicate the developmental fate of each cell lineage. Our study provides a valuable epigenetic data set for the mOB at single-cell resolution, and the results can enhance our understanding of regulatory circuits and the therapeutic capacity of the OB at the single-cell level.


Subject(s)
Chromatin/genetics , Olfactory Bulb/metabolism , Animals , Cell Lineage , Chromatin/metabolism , Cluster Analysis , Epigenesis, Genetic , Epigenomics , Gene Regulatory Networks , Mice , Nucleotide Motifs , Olfactory Bulb/cytology , Regulatory Elements, Transcriptional , Single-Cell Analysis , Transcription Factors/metabolism , Viruses/genetics
15.
Sci Bull (Beijing) ; 66(14): 1448-1461, 2021 Jul 30.
Article in English | MEDLINE | ID: mdl-36654371

ABSTRACT

The brain of the domestic pig (Sus scrofa domesticus) has drawn considerable attention due to its high similarities to that of humans. However, the cellular compositions of the pig brain (PB) remain elusive. Here we investigated the single-nucleus transcriptomic profiles of five regions of the PB (frontal lobe, parietal lobe, temporal lobe, occipital lobe, and hypothalamus) and identified 21 cell subpopulations. The cross-species comparison of mouse and pig hypothalamus revealed the shared and specific gene expression patterns at the single-cell resolution. Furthermore, we identified cell types and molecular pathways closely associated with neurological disorders, bridging the gap between gene mutations and pathogenesis. We reported, to our knowledge, the first single-cell atlas of domestic pig cerebral cortex and hypothalamus combined with a comprehensive analysis across species, providing extensive resources for future research regarding neural science, evolutionary developmental biology, and regenerative medicine.

16.
Gigascience ; 7(11)2018 11 01.
Article in English | MEDLINE | ID: mdl-30239706

ABSTRACT

Background: Investigating cell fate decision and subpopulation specification in the context of the neural lineage is fundamental to understanding neurogenesis and neurodegenerative diseases. The differentiation process of neural-tube-like rosettes in vitro is representative of neural tube structures, which are composed of radially organized, columnar epithelial cells and give rise to functional neural cells. However, the underlying regulatory network of cell fate commitment during early neural differentiation remains elusive. Results: In this study, we investigated the genome-wide transcriptome profile of single cells from six consecutive reprogramming and neural differentiation time points and identified cellular subpopulations present at each differentiation stage. Based on the inferred reconstructed trajectory and the characteristics of subpopulations contributing the most toward commitment to the central nervous system lineage at each stage during differentiation, we identified putative novel transcription factors in regulating neural differentiation. In addition, we dissected the dynamics of chromatin accessibility at the neural differentiation stages and revealed active cis-regulatory elements for transcription factors known to have a key role in neural differentiation as well as for those that we suggest are also involved. Further, communication network analysis demonstrated that cellular interactions most frequently occurred in the embryoid body stage and that each cell subpopulation possessed a distinctive spectrum of ligands and receptors associated with neural differentiation that could reflect the identity of each subpopulation. Conclusions: Our study provides a comprehensive and integrative study of the transcriptomics and epigenetics of human early neural differentiation, which paves the way for a deeper understanding of the regulatory mechanisms driving the differentiation of the neural lineage.


Subject(s)
Cell Differentiation , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Neurons/metabolism , Single-Cell Analysis , Transcriptome , Biomarkers , Cell Communication/genetics , Cell Line , Cellular Reprogramming/genetics , Computational Biology/methods , Gene Regulatory Networks , Humans , Induced Pluripotent Stem Cells , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Single-Cell Analysis/methods
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