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1.
J Vis Exp ; (198)2023 08 18.
Article in English | MEDLINE | ID: mdl-37607103

ABSTRACT

Pericytes are crucial mural cells situated within cerebral microcirculation, pivotal in actively modulating cerebral blood flow via contractility adjustments. Conventionally, their contractility is gauged by observing morphological shifts and nearby capillary diameter changes under specific circumstances. Yet, post-tissue fixation, evaluating vitality and ensuing pericyte contractility of imaged brain pericytes becomes compromised. Similarly, genetically labeling brain pericytes falls short in distinguishing between viable and non-viable pericytes, particularly in neurologic conditions like subarachnoid hemorrhage (SAH), where our preliminary investigation validates brain pericyte demise. A reliable protocol has been devised to surmount these constraints, enabling simultaneous fluorescent tagging of both functional and non-functional brain pericytes in brain sections. This labeling method allows high-resolution confocal microscope visualization, concurrently marking the brain slice microvasculature. This innovative protocol offers a means to appraise brain pericyte contractility, its impact on capillary diameter, and pericyte structure. Investigating brain pericyte contractility within the SAH context yields insightful comprehension of its effects on cerebral microcirculation.


Subject(s)
Subarachnoid Hemorrhage , Humans , Pericytes , Brain , Diagnostic Imaging , Cerebrovascular Circulation
2.
Nat Med ; 29(6): 1424-1436, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37280275

ABSTRACT

Gemcitabine plus cisplatin (GP) chemotherapy is the standard of care for nasopharyngeal carcinoma (NPC). However, the mechanisms underpinning its clinical activity are unclear. Here, using single-cell RNA sequencing and T cell and B cell receptor sequencing of matched, treatment-naive and post-GP chemotherapy NPC samples (n = 15 pairs), we show that GP chemotherapy activated an innate-like B cell (ILB)-dominant antitumor immune response. DNA fragments induced by chemotherapy activated the STING type-I-interferon-dependent pathway to increase major histocompatibility complex class I expression in cancer cells, and simultaneously induced ILB via Toll-like receptor 9 signaling. ILB further expanded follicular helper and helper type 1 T cells via the ICOSL-ICOS axis and subsequently enhanced cytotoxic T cells in tertiary lymphoid organ-like structures after chemotherapy that were deficient for germinal centers. ILB frequency was positively associated with overall and disease-free survival in a phase 3 trial of patients with NPC receiving GP chemotherapy ( NCT01872962 , n = 139). It also served as a predictor for favorable outcomes in patients with NPC treated with GP and immunotherapy combined treatment (n = 380). Collectively, our study provides a high-resolution map of the tumor immune microenvironment after GP chemotherapy and uncovers a role for B cell-centered antitumor immunity. We also identify and validate ILB as a potential biomarker for GP-based treatment in NPC, which could improve patient management.


Subject(s)
Cisplatin , Nasopharyngeal Neoplasms , Humans , Nasopharyngeal Carcinoma/drug therapy , Nasopharyngeal Carcinoma/pathology , Cisplatin/therapeutic use , Gemcitabine , Nasopharyngeal Neoplasms/drug therapy , Nasopharyngeal Neoplasms/etiology , Nasopharyngeal Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Deoxycytidine/therapeutic use , Tumor Microenvironment
3.
J Exp Med ; 220(4)2023 04 03.
Article in English | MEDLINE | ID: mdl-36749798

ABSTRACT

Metastatic castration-resistant prostate cancer (PC) is the final stage of PC that acquires resistance to androgen deprivation therapies (ADT). Despite progresses in understanding of disease mechanisms, the specific contribution of the metastatic microenvironment to ADT resistance remains largely unknown. The current study identified that the macrophage is the major microenvironmental component of bone-metastatic PC in patients. Using a novel in vivo model, we demonstrated that macrophages were critical for enzalutamide resistance through induction of a wound-healing-like response of ECM-receptor gene expression. Mechanistically, macrophages drove resistance through cytokine activin A that induced fibronectin (FN1)-integrin alpha 5 (ITGA5)-tyrosine kinase Src (SRC) signaling cascade in PC cells. This novel mechanism was strongly supported by bioinformatics analysis of patient transcriptomics datasets. Furthermore, macrophage depletion or SRC inhibition using a novel specific inhibitor significantly inhibited resistant growth. Together, our findings elucidated a novel mechanism of macrophage-induced anti-androgen resistance of metastatic PC and a promising therapeutic approach to treat this deadly disease.


Subject(s)
Bone Neoplasms , Prostatic Neoplasms, Castration-Resistant , Male , Humans , Androgen Antagonists/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/metabolism , Prostatic Neoplasms, Castration-Resistant/pathology , Cell Line, Tumor , Macrophages/metabolism , Receptors, Androgen/genetics , Nitriles/therapeutic use , Tumor Microenvironment
4.
Commun Biol ; 5(1): 510, 2022 05 30.
Article in English | MEDLINE | ID: mdl-35637301

ABSTRACT

High-throughput single-cell RNA sequencing (scRNA-seq) is a popular method, but it is accompanied by doublet rate problems that disturb the downstream analysis. Several computational approaches have been developed to detect doublets. However, most of these methods may yield satisfactory performance in some datasets but lack stability in others; thus, it is difficult to regard a single method as the gold standard which can be applied to all types of scenarios. It is a difficult and time-consuming task for researchers to choose the most appropriate software. We here propose Chord which implements a machine learning algorithm that integrates multiple doublet detection methods to address these issues. Chord had higher accuracy and stability than the individual approaches on different datasets containing real and synthetic data. Moreover, Chord was designed with a modular architecture port, which has high flexibility and adaptability to the incorporation of any new tools. Chord is a general solution to the doublet detection problem.


Subject(s)
Machine Learning , Single-Cell Analysis , Algorithms , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Software
5.
Nat Commun ; 12(1): 4091, 2021 07 02.
Article in English | MEDLINE | ID: mdl-34215748

ABSTRACT

Little is known about the transcriptomic plasticity and adaptive mechanisms of circulating tumor cells (CTCs) during hematogeneous dissemination. Here we interrogate the transcriptome of 113 single CTCs from 4 different vascular sites, including hepatic vein (HV), peripheral artery (PA), peripheral vein (PV) and portal vein (PoV) using single-cell full-length RNA sequencing in hepatocellular carcinoma (HCC) patients. We reveal that the transcriptional dynamics of CTCs were associated with stress response, cell cycle and immune-evasion signaling during hematogeneous transportation. Besides, we identify chemokine CCL5 as an important mediator for CTC immune evasion. Mechanistically, overexpression of CCL5 in CTCs is transcriptionally regulated by p38-MAX signaling, which recruites regulatory T cells (Tregs) to facilitate immune escape and metastatic seeding of CTCs. Collectively, our results reveal a previously unappreciated spatial heterogeneity and an immune-escape mechanism of CTC, which may aid in designing new anti-metastasis therapeutic strategies in HCC.


Subject(s)
Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/immunology , Genetic Heterogeneity , Immune Evasion , Liver Neoplasms/genetics , Liver Neoplasms/immunology , Neoplastic Cells, Circulating/immunology , Aged , Animals , Biomarkers, Tumor/metabolism , Cell Cycle , Cell Line, Tumor , Chemokine CCL5/metabolism , Gene Expression Regulation, Neoplastic , Humans , Male , Mice , Mice, Inbred C57BL , Middle Aged , Neoplasm Metastasis , Neoplastic Cells, Circulating/metabolism , Prognosis , RNA-Seq , Transcriptome , Tumor Microenvironment
6.
Cell Res ; 30(11): 1024-1042, 2020 11.
Article in English | MEDLINE | ID: mdl-32686767

ABSTRACT

Nasopharyngeal carcinoma (NPC) is an aggressive malignancy with extremely skewed ethnic and geographic distributions. Increasing evidence indicates that targeting the tumor microenvironment (TME) represents a promising therapeutic approach in NPC, highlighting an urgent need to deepen the understanding of the complex NPC TME. Here, we generated single-cell transcriptome profiles for 7581 malignant cells and 40,285 immune cells from fifteen primary NPC tumors and one normal sample. We revealed malignant signatures capturing intratumoral transcriptional heterogeneity and predicting aggressiveness of malignant cells. Diverse immune cell subtypes were identified, including novel subtypes such as CLEC9A+ dendritic cells (DCs). We further revealed transcriptional regulators underlying immune cell diversity, and cell-cell interaction analyses highlighted promising immunotherapeutic targets in NPC. Moreover, we established the immune subtype-specific signatures, and demonstrated that the signatures of macrophages, plasmacytoid dendritic cells (pDCs), CLEC9A+ DCs, natural killer (NK) cells, and plasma cells were significantly associated with improved survival outcomes in NPC. Taken together, our findings represent a unique resource providing in-depth insights into the cellular heterogeneity of NPC TME and highlight potential biomarkers for anticancer treatment and risk stratification, laying a new foundation for precision therapies in NPC.


Subject(s)
Nasopharyngeal Carcinoma/genetics , Nasopharyngeal Carcinoma/immunology , Single-Cell Analysis , Transcriptome/genetics , B-Lymphocytes/immunology , Cell Communication , Cell Differentiation , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunity , Killer Cells, Natural/immunology , Macrophages/metabolism , Monocytes/metabolism , Myeloid Cells/metabolism , Nasopharyngeal Carcinoma/pathology , Phenotype , Prognosis , Stochastic Processes , Survival Analysis , T-Lymphocytes/immunology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
8.
J Exp Clin Cancer Res ; 38(1): 261, 2019 Jun 14.
Article in English | MEDLINE | ID: mdl-31200735

ABSTRACT

BACKGROUND & AIMS: Although the prognosis of patients with occult hepatitis B virus (HBV) infection (OBI) is usually benign, a small portion may undergo cirrhosis and subsequently hepatocellular carcinoma (HCC). We studied the mechanism of life-long Integration of virus DNA into OBI host's genome, of which may induce hepatocyte transformation. METHODS: We applied HBV capture sequencing on single cells from an OBI patient who, developed multiple HCC tumors and underwent liver resection in May 2013 at Tongji Hospital in China. Despite with the undetectable virus DNA in serum, we determined the pattern of viral integration in tumor cells and adjacent non-tumor cells and obtained the details of the viral arrangement in host genome, and furthermore the HBV integrated region in cancer genome. RESULTS: HBV captured sequencing of tissues and individual cells revealed that samples from multiple tumors shared two viral integration sites that could affect three host genes, including CSMD2 on chr1 and MED30/EXT1 on chr8. Whole genome sequencing further indicated one hybrid chromosome formed by HBV integrations between chr1 and chr8 that was shared by multiple tumors. Additional 50 poorly differentiated liver tumors and the paired adjacent non-tumors were evaluated and functional studies suggested up-regulated EXT1 expression promoted HCC growth. We further observed that the most somatic mutations within the tumor cell genome were common among the multiple tumors, suggesting that HBV associated, multifocal HCC is monoclonal in origin. CONCLUSION: Through analyzing the HBV integration sites in multifocal HCC, our data suggested that the tumor cells were monoclonal in origin and formed in the absence of active viral replication, whereas the affected host genes may subsequently contribute to carcinogenesis.


Subject(s)
Carcinoma, Hepatocellular/etiology , Carcinoma, Hepatocellular/pathology , Hepatitis B virus , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/virology , Liver Neoplasms/etiology , Liver Neoplasms/pathology , Virus Integration , Biopsy , Carcinoma, Hepatocellular/diagnostic imaging , Cell Line, Tumor , Chromosome Mapping , DNA, Viral/genetics , Female , Gene Expression Regulation, Neoplastic , Genetic Heterogeneity , Haplotypes , Hepatitis B virus/genetics , Humans , Liver Neoplasms/diagnostic imaging , Magnetic Resonance Imaging , Male , Membrane Proteins/genetics , Middle Aged , N-Acetylglucosaminyltransferases/genetics , Tumor Burden
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