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1.
Nature ; 623(7987): 608-615, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37938768

ABSTRACT

Cell therapies have yielded durable clinical benefits for patients with cancer, but the risks associated with the development of therapies from manipulated human cells are understudied. For example, we lack a comprehensive understanding of the mechanisms of toxicities observed in patients receiving T cell therapies, including recent reports of encephalitis caused by reactivation of human herpesvirus 6 (HHV-6)1. Here, through petabase-scale viral genomics mining, we examine the landscape of human latent viral reactivation and demonstrate that HHV-6B can become reactivated in cultures of human CD4+ T cells. Using single-cell sequencing, we identify a rare population of HHV-6 'super-expressors' (about 1 in 300-10,000 cells) that possess high viral transcriptional activity, among research-grade allogeneic chimeric antigen receptor (CAR) T cells. By analysing single-cell sequencing data from patients receiving cell therapy products that are approved by the US Food and Drug Administration2 or are in clinical studies3-5, we identify the presence of HHV-6-super-expressor CAR T cells in patients in vivo. Together, the findings of our study demonstrate the utility of comprehensive genomics analyses in implicating cell therapy products as a potential source contributing to the lytic HHV-6 infection that has been reported in clinical trials1,6-8 and may influence the design and production of autologous and allogeneic cell therapies.


Subject(s)
CD4-Positive T-Lymphocytes , Herpesvirus 6, Human , Immunotherapy, Adoptive , Receptors, Chimeric Antigen , Virus Activation , Virus Latency , Humans , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/virology , Clinical Trials as Topic , Gene Expression Regulation, Viral , Genomics , Herpesvirus 6, Human/genetics , Herpesvirus 6, Human/isolation & purification , Herpesvirus 6, Human/physiology , Immunotherapy, Adoptive/adverse effects , Immunotherapy, Adoptive/methods , Infectious Encephalitis/complications , Infectious Encephalitis/virology , Receptors, Chimeric Antigen/immunology , Roseolovirus Infections/complications , Roseolovirus Infections/virology , Single-Cell Gene Expression Analysis , Viral Load
2.
Nat Genet ; 55(7): 1198-1209, 2023 07.
Article in English | MEDLINE | ID: mdl-37386249

ABSTRACT

Pathogenic mutations in mitochondrial DNA (mtDNA) compromise cellular metabolism, contributing to cellular heterogeneity and disease. Diverse mutations are associated with diverse clinical phenotypes, suggesting distinct organ- and cell-type-specific metabolic vulnerabilities. Here we establish a multi-omics approach to quantify deletions in mtDNA alongside cell state features in single cells derived from six patients across the phenotypic spectrum of single large-scale mtDNA deletions (SLSMDs). By profiling 206,663 cells, we reveal the dynamics of pathogenic mtDNA deletion heteroplasmy consistent with purifying selection and distinct metabolic vulnerabilities across T-cell states in vivo and validate these observations in vitro. By extending analyses to hematopoietic and erythroid progenitors, we reveal mtDNA dynamics and cell-type-specific gene regulatory adaptations, demonstrating the context-dependence of perturbing mitochondrial genomic integrity. Collectively, we report pathogenic mtDNA heteroplasmy dynamics of individual blood and immune cells across lineages, demonstrating the power of single-cell multi-omics for revealing fundamental properties of mitochondrial genetics.


Subject(s)
DNA, Mitochondrial , Mitochondrial Diseases , Humans , DNA, Mitochondrial/genetics , Multiomics , Mitochondrial Diseases/genetics , Mitochondria/genetics , Mutation
3.
Nat Protoc ; 18(5): 1416-1440, 2023 05.
Article in English | MEDLINE | ID: mdl-36792778

ABSTRACT

Natural sequence variation within mitochondrial DNA (mtDNA) contributes to human phenotypes and may serve as natural genetic markers in human cells for clonal and lineage tracing. We recently developed a single-cell multi-omic approach, called 'mitochondrial single-cell assay for transposase-accessible chromatin with sequencing' (mtscATAC-seq), enabling concomitant high-throughput mtDNA genotyping and accessible chromatin profiling. Specifically, our technique allows the mitochondrial genome-wide inference of mtDNA variant heteroplasmy along with information on cell state and accessible chromatin variation in individual cells. Leveraging somatic mtDNA mutations, our method further enables inference of clonal relationships among native ex vivo-derived human cells not amenable to genetic engineering-based clonal tracing approaches. Here, we provide a step-by-step protocol for the use of mtscATAC-seq, including various cell-processing and flow cytometry workflows, by using primary hematopoietic cells, subsequent single-cell genomic library preparation and sequencing that collectively take ~3-4 days to complete. We discuss experimental and computational data quality control metrics and considerations for the extension to other mammalian tissues. Overall, mtscATAC-seq provides a broadly applicable platform to map clonal relationships between cells in human tissues, investigate fundamental aspects of mitochondrial genetics and enable additional modes of multi-omic discovery.


Subject(s)
Chromatin Immunoprecipitation Sequencing , Chromatin , Animals , Humans , Chromatin/genetics , Multiomics , Sequence Analysis, DNA/methods , High-Throughput Nucleotide Sequencing/methods , DNA, Mitochondrial/genetics , Genotype , Mammals/genetics
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