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1.
Cell ; 185(26): 5028-5039.e13, 2022 12 22.
Article in English | MEDLINE | ID: mdl-36516855

ABSTRACT

Cerebrospinal fluid (CSF) contains a tightly regulated immune system. However, knowledge is lacking about how CSF immunity is altered with aging or neurodegenerative disease. Here, we performed single-cell RNA sequencing on CSF from 45 cognitively normal subjects ranging from 54 to 82 years old. We uncovered an upregulation of lipid transport genes in monocytes with age. We then compared this cohort with 14 cognitively impaired subjects. In cognitively impaired subjects, downregulation of lipid transport genes in monocytes occurred concomitantly with altered cytokine signaling to CD8 T cells. Clonal CD8 T effector memory cells upregulated C-X-C motif chemokine receptor 6 (CXCR6) in cognitively impaired subjects. The CXCR6 ligand, C-X-C motif chemokine ligand 16 (CXCL16), was elevated in the CSF of cognitively impaired subjects, suggesting CXCL16-CXCR6 signaling as a mechanism for antigen-specific T cell entry into the brain. Cumulatively, these results reveal cerebrospinal fluid immune dysregulation during healthy brain aging and cognitive impairment.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Neurodegenerative Diseases , Humans , Middle Aged , Aged , Aged, 80 and over , Ligands , Brain , Aging , Lipids , Biomarkers
2.
Cell ; 185(1): 95-112.e18, 2022 01 06.
Article in English | MEDLINE | ID: mdl-34995520

ABSTRACT

Fingerprints are of long-standing practical and cultural interest, but little is known about the mechanisms that underlie their variation. Using genome-wide scans in Han Chinese cohorts, we identified 18 loci associated with fingerprint type across the digits, including a genetic basis for the long-recognized "pattern-block" correlations among the middle three digits. In particular, we identified a variant near EVI1 that alters regulatory activity and established a role for EVI1 in dermatoglyph patterning in mice. Dynamic EVI1 expression during human development supports its role in shaping the limbs and digits, rather than influencing skin patterning directly. Trans-ethnic meta-analysis identified 43 fingerprint-associated loci, with nearby genes being strongly enriched for general limb development pathways. We also found that fingerprint patterns were genetically correlated with hand proportions. Taken together, these findings support the key role of limb development genes in influencing the outcome of fingerprint patterning.


Subject(s)
Dermatoglyphics , Fingers/growth & development , Organogenesis/genetics , Polymorphism, Single Nucleotide , Toes/growth & development , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Asian People/genetics , Body Patterning/genetics , Child , Cohort Studies , Female , Forelimb/growth & development , Genetic Loci , Genome-Wide Association Study , Humans , MDS1 and EVI1 Complex Locus Protein/genetics , Male , Mice , Middle Aged , Young Adult
3.
Cell ; 185(3): 493-512.e25, 2022 02 03.
Article in English | MEDLINE | ID: mdl-35032429

ABSTRACT

Severe COVID-19 is linked to both dysfunctional immune response and unrestrained immunopathology, and it remains unclear whether T cells contribute to disease pathology. Here, we combined single-cell transcriptomics and single-cell proteomics with mechanistic studies to assess pathogenic T cell functions and inducing signals. We identified highly activated CD16+ T cells with increased cytotoxic functions in severe COVID-19. CD16 expression enabled immune-complex-mediated, T cell receptor-independent degranulation and cytotoxicity not found in other diseases. CD16+ T cells from COVID-19 patients promoted microvascular endothelial cell injury and release of neutrophil and monocyte chemoattractants. CD16+ T cell clones persisted beyond acute disease maintaining their cytotoxic phenotype. Increased generation of C3a in severe COVID-19 induced activated CD16+ cytotoxic T cells. Proportions of activated CD16+ T cells and plasma levels of complement proteins upstream of C3a were associated with fatal outcome of COVID-19, supporting a pathological role of exacerbated cytotoxicity and complement activation in COVID-19.


Subject(s)
COVID-19/immunology , COVID-19/pathology , Complement Activation , Proteome , SARS-CoV-2/immunology , T-Lymphocytes, Cytotoxic/immunology , Transcriptome , Adult , Aged , Aged, 80 and over , COVID-19/virology , Chemotactic Factors/metabolism , Cytotoxicity, Immunologic , Endothelial Cells/virology , Female , Humans , Lymphocyte Activation , Male , Microvessels/virology , Middle Aged , Monocytes/metabolism , Neutrophils/metabolism , Receptors, IgG/metabolism , Single-Cell Analysis , Young Adult
4.
Cell ; 185(5): 881-895.e20, 2022 03 03.
Article in English | MEDLINE | ID: mdl-35216672

ABSTRACT

Post-acute sequelae of COVID-19 (PASC) represent an emerging global crisis. However, quantifiable risk factors for PASC and their biological associations are poorly resolved. We executed a deep multi-omic, longitudinal investigation of 309 COVID-19 patients from initial diagnosis to convalescence (2-3 months later), integrated with clinical data and patient-reported symptoms. We resolved four PASC-anticipating risk factors at the time of initial COVID-19 diagnosis: type 2 diabetes, SARS-CoV-2 RNAemia, Epstein-Barr virus viremia, and specific auto-antibodies. In patients with gastrointestinal PASC, SARS-CoV-2-specific and CMV-specific CD8+ T cells exhibited unique dynamics during recovery from COVID-19. Analysis of symptom-associated immunological signatures revealed coordinated immunity polarization into four endotypes, exhibiting divergent acute severity and PASC. We find that immunological associations between PASC factors diminish over time, leading to distinct convalescent immune states. Detectability of most PASC factors at COVID-19 diagnosis emphasizes the importance of early disease measurements for understanding emergent chronic conditions and suggests PASC treatment strategies.


Subject(s)
COVID-19/complications , COVID-19/diagnosis , Convalescence , Adaptive Immunity/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Autoantibodies/blood , Biomarkers/metabolism , Blood Proteins/metabolism , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , COVID-19/immunology , COVID-19/pathology , COVID-19/virology , Disease Progression , Female , Humans , Immunity, Innate/genetics , Longitudinal Studies , Male , Middle Aged , Risk Factors , SARS-CoV-2/isolation & purification , Transcriptome , Young Adult , Post-Acute COVID-19 Syndrome
5.
Cell ; 185(3): 485-492.e10, 2022 02 03.
Article in English | MEDLINE | ID: mdl-35051367

ABSTRACT

An outbreak of over 1,000 COVID-19 cases in Provincetown, Massachusetts (MA), in July 2021-the first large outbreak mostly in vaccinated individuals in the US-prompted a comprehensive public health response, motivating changes to national masking recommendations and raising questions about infection and transmission among vaccinated individuals. To address these questions, we combined viral genomic and epidemiological data from 467 individuals, including 40% of outbreak-associated cases. The Delta variant accounted for 99% of cases in this dataset; it was introduced from at least 40 sources, but 83% of cases derived from a single source, likely through transmission across multiple settings over a short time rather than a single event. Genomic and epidemiological data supported multiple transmissions of Delta from and between fully vaccinated individuals. However, despite its magnitude, the outbreak had limited onward impact in MA and the US overall, likely due to high vaccination rates and a robust public health response.


Subject(s)
COVID-19/epidemiology , COVID-19/immunology , COVID-19/transmission , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/virology , Child , Child, Preschool , Contact Tracing/methods , Disease Outbreaks , Female , Genome, Viral , Humans , Infant , Infant, Newborn , Male , Massachusetts/epidemiology , Middle Aged , Molecular Epidemiology , Phylogeny , SARS-CoV-2/classification , Vaccination , Whole Genome Sequencing , Young Adult
6.
Cell ; 184(9): 2302-2315.e12, 2021 04 29.
Article in English | MEDLINE | ID: mdl-33838112

ABSTRACT

By following up the gut microbiome, 51 human phenotypes and plasma levels of 1,183 metabolites in 338 individuals after 4 years, we characterize microbial stability and variation in relation to host physiology. Using these individual-specific and temporally stable microbial profiles, including bacterial SNPs and structural variations, we develop a microbial fingerprinting method that shows up to 85% accuracy in classifying metagenomic samples taken 4 years apart. Application of our fingerprinting method to the independent HMP cohort results in 95% accuracy for samples taken 1 year apart. We further observe temporal changes in the abundance of multiple bacterial species, metabolic pathways, and structural variation, as well as strain replacement. We report 190 longitudinal microbial associations with host phenotypes and 519 associations with plasma metabolites. These associations are enriched for cardiometabolic traits, vitamin B, and uremic toxins. Finally, mediation analysis suggests that the gut microbiome may influence cardiometabolic health through its metabolites.


Subject(s)
Bacteria/genetics , Bacterial Proteins/metabolism , Gastrointestinal Microbiome , Metabolome , Metagenome , Microbiota , Adult , Aged , Aged, 80 and over , Bacteria/classification , Bacteria/isolation & purification , Bacteria/metabolism , Bacterial Proteins/genetics , Drug Resistance, Microbial , Feces/microbiology , Female , Genomic Instability , Humans , Longitudinal Studies , Male , Middle Aged , Phenotype , Polymorphism, Single Nucleotide , Virulence Factors/genetics , Virulence Factors/metabolism , Young Adult
7.
Cell ; 184(16): 4348-4371.e40, 2021 08 05.
Article in English | MEDLINE | ID: mdl-34358469

ABSTRACT

Lung squamous cell carcinoma (LSCC) remains a leading cause of cancer death with few therapeutic options. We characterized the proteogenomic landscape of LSCC, providing a deeper exposition of LSCC biology with potential therapeutic implications. We identify NSD3 as an alternative driver in FGFR1-amplified tumors and low-p63 tumors overexpressing the therapeutic target survivin. SOX2 is considered undruggable, but our analyses provide rationale for exploring chromatin modifiers such as LSD1 and EZH2 to target SOX2-overexpressing tumors. Our data support complex regulation of metabolic pathways by crosstalk between post-translational modifications including ubiquitylation. Numerous immune-related proteogenomic observations suggest directions for further investigation. Proteogenomic dissection of CDKN2A mutations argue for more nuanced assessment of RB1 protein expression and phosphorylation before declaring CDK4/6 inhibition unsuccessful. Finally, triangulation between LSCC, LUAD, and HNSCC identified both unique and common therapeutic vulnerabilities. These observations and proteogenomics data resources may guide research into the biology and treatment of LSCC.


Subject(s)
Carcinoma, Squamous Cell/genetics , Lung Neoplasms/genetics , Proteogenomics , Acetylation , Adult , Aged , Aged, 80 and over , Cluster Analysis , Cyclin-Dependent Kinase 4/genetics , Cyclin-Dependent Kinase 6/genetics , Epithelial-Mesenchymal Transition/genetics , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Mutation/genetics , Neoplasm Proteins/metabolism , Phosphorylation , Protein Binding , Receptor Tyrosine Kinase-like Orphan Receptors/metabolism , Receptors, Platelet-Derived Growth Factor/metabolism , Signal Transduction , Ubiquitination
8.
Cell ; 184(7): 1895-1913.e19, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33657410

ABSTRACT

A dysfunctional immune response in coronavirus disease 2019 (COVID-19) patients is a recurrent theme impacting symptoms and mortality, yet a detailed understanding of pertinent immune cells is not complete. We applied single-cell RNA sequencing to 284 samples from 196 COVID-19 patients and controls and created a comprehensive immune landscape with 1.46 million cells. The large dataset enabled us to identify that different peripheral immune subtype changes are associated with distinct clinical features, including age, sex, severity, and disease stages of COVID-19. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA was found in diverse epithelial and immune cell types, accompanied by dramatic transcriptomic changes within virus-positive cells. Systemic upregulation of S100A8/A9, mainly by megakaryocytes and monocytes in the peripheral blood, may contribute to the cytokine storms frequently observed in severe patients. Our data provide a rich resource for understanding the pathogenesis of and developing effective therapeutic strategies for COVID-19.


Subject(s)
COVID-19/immunology , Megakaryocytes/immunology , Monocytes/immunology , RNA, Viral , SARS-CoV-2/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Child , China , Cohort Studies , Cytokines/metabolism , Female , Humans , Male , Middle Aged , RNA, Viral/blood , RNA, Viral/isolation & purification , Single-Cell Analysis , Transcriptome/immunology , Young Adult
9.
Cell ; 184(22): 5559-5576.e19, 2021 10 28.
Article in English | MEDLINE | ID: mdl-34678143

ABSTRACT

Glucose consumption is generally increased in tumor cells to support tumor growth. Interestingly, we report that glycogen accumulation is a key initiating oncogenic event during liver malignant transformation. We found that glucose-6-phosphatase (G6PC) catalyzing the last step of glycogenolysis is frequently downregulated to augment glucose storage in pre-malignant cells. Accumulated glycogen undergoes liquid-liquid phase separation, which results in the assembly of the Laforin-Mst1/2 complex and consequently sequesters Hippo kinases Mst1/2 in glycogen liquid droplets to relieve their inhibition on Yap. Moreover, G6PC or another glycogenolysis enzyme-liver glycogen phosphorylase (PYGL) deficiency in both human and mice results in glycogen storage disease along with liver enlargement and tumorigenesis in a Yap-dependent manner. Consistently, elimination of glycogen accumulation abrogates liver growth and cancer incidence, whereas increasing glycogen storage accelerates tumorigenesis. Thus, we concluded that cancer-initiating cells adapt a glycogen storing mode, which blocks Hippo signaling through glycogen phase separation to augment tumor incidence.


Subject(s)
Carcinogenesis/metabolism , Carcinogenesis/pathology , Glycogen/metabolism , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Animals , Cell Line , Disease Models, Animal , Down-Regulation/genetics , Female , Gene Expression Regulation, Neoplastic , Glucose-6-Phosphatase/metabolism , Glycogen Phosphorylase/metabolism , Hepatocyte Growth Factor/metabolism , Hippo Signaling Pathway , Humans , Liver/metabolism , Liver/pathology , Liver Neoplasms/genetics , Male , Mice, Inbred C57BL , Mice, Knockout , Middle Aged , Neoplasm Staging , Phase Transition , Precancerous Conditions/metabolism , Precancerous Conditions/pathology , Protein Tyrosine Phosphatases, Non-Receptor/metabolism , Proto-Oncogene Proteins/metabolism , Serine-Threonine Kinase 3/metabolism , YAP-Signaling Proteins/metabolism
10.
Cell ; 184(19): 5031-5052.e26, 2021 09 16.
Article in English | MEDLINE | ID: mdl-34534465

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer with poor patient survival. Toward understanding the underlying molecular alterations that drive PDAC oncogenesis, we conducted comprehensive proteogenomic analysis of 140 pancreatic cancers, 67 normal adjacent tissues, and 9 normal pancreatic ductal tissues. Proteomic, phosphoproteomic, and glycoproteomic analyses were used to characterize proteins and their modifications. In addition, whole-genome sequencing, whole-exome sequencing, methylation, RNA sequencing (RNA-seq), and microRNA sequencing (miRNA-seq) were performed on the same tissues to facilitate an integrated proteogenomic analysis and determine the impact of genomic alterations on protein expression, signaling pathways, and post-translational modifications. To ensure robust downstream analyses, tumor neoplastic cellularity was assessed via multiple orthogonal strategies using molecular features and verified via pathological estimation of tumor cellularity based on histological review. This integrated proteogenomic characterization of PDAC will serve as a valuable resource for the community, paving the way for early detection and identification of novel therapeutic targets.


Subject(s)
Adenocarcinoma/genetics , Carcinoma, Pancreatic Ductal/genetics , Pancreatic Neoplasms/genetics , Proteogenomics , Adenocarcinoma/diagnosis , Adult , Aged , Aged, 80 and over , Algorithms , Carcinoma, Pancreatic Ductal/diagnosis , Cohort Studies , Endothelial Cells/metabolism , Epigenesis, Genetic , Female , Gene Dosage , Genome, Human , Glycolysis , Glycoproteins/biosynthesis , Humans , Male , Middle Aged , Molecular Targeted Therapy , Pancreatic Neoplasms/diagnosis , Phenotype , Phosphoproteins/metabolism , Phosphorylation , Prognosis , Protein Kinases/metabolism , Proteome/metabolism , Substrate Specificity , Transcriptome/genetics
11.
Cell ; 184(20): 5089-5106.e21, 2021 09 30.
Article in English | MEDLINE | ID: mdl-34555357

ABSTRACT

Microglia are the CNS resident immune cells that react to misfolded proteins through pattern recognition receptor ligation and activation of inflammatory pathways. Here, we studied how microglia handle and cope with α-synuclein (α-syn) fibrils and their clearance. We found that microglia exposed to α-syn establish a cellular network through the formation of F-actin-dependent intercellular connections, which transfer α-syn from overloaded microglia to neighboring naive microglia where the α-syn cargo got rapidly and effectively degraded. Lowering the α-syn burden attenuated the inflammatory profile of microglia and improved their survival. This degradation strategy was compromised in cells carrying the LRRK2 G2019S mutation. We confirmed the intercellular transfer of α-syn assemblies in microglia using organotypic slice cultures, 2-photon microscopy, and neuropathology of patients. Together, these data identify a mechanism by which microglia create an "on-demand" functional network in order to improve pathogenic α-syn clearance.


Subject(s)
Cell Membrane Structures/metabolism , Microglia/metabolism , Proteolysis , alpha-Synuclein/metabolism , Actins/metabolism , Aged , Aged, 80 and over , Animals , Apoptosis , Cytoskeleton/metabolism , Down-Regulation , Female , Humans , Inflammation/genetics , Inflammation/pathology , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/metabolism , Male , Mice, Inbred C57BL , Microglia/pathology , Microglia/ultrastructure , Mitochondria/metabolism , Nanotubes , Protein Aggregates , Reactive Oxygen Species/metabolism , Transcriptome/genetics
12.
Cell ; 184(7): 1836-1857.e22, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33713619

ABSTRACT

COVID-19 exhibits extensive patient-to-patient heterogeneity. To link immune response variation to disease severity and outcome over time, we longitudinally assessed circulating proteins as well as 188 surface protein markers, transcriptome, and T cell receptor sequence simultaneously in single peripheral immune cells from COVID-19 patients. Conditional-independence network analysis revealed primary correlates of disease severity, including gene expression signatures of apoptosis in plasmacytoid dendritic cells and attenuated inflammation but increased fatty acid metabolism in CD56dimCD16hi NK cells linked positively to circulating interleukin (IL)-15. CD8+ T cell activation was apparent without signs of exhaustion. Although cellular inflammation was depressed in severe patients early after hospitalization, it became elevated by days 17-23 post symptom onset, suggestive of a late wave of inflammatory responses. Furthermore, circulating protein trajectories at this time were divergent between and predictive of recovery versus fatal outcomes. Our findings stress the importance of timing in the analysis, clinical monitoring, and therapeutic intervention of COVID-19.


Subject(s)
COVID-19/immunology , Cytokines/metabolism , Dendritic Cells/metabolism , Gene Expression/immunology , Killer Cells, Natural/metabolism , Severity of Illness Index , Adult , Aged , Aged, 80 and over , Biomarkers/metabolism , COVID-19/mortality , Case-Control Studies , Dendritic Cells/cytology , Female , Humans , Killer Cells, Natural/cytology , Longitudinal Studies , Male , Middle Aged , Transcriptome/immunology , Young Adult
13.
Cell ; 184(24): 5886-5901.e22, 2021 11 24.
Article in English | MEDLINE | ID: mdl-34822784

ABSTRACT

Current therapies for Alzheimer's disease seek to correct for defective cholinergic transmission by preventing the breakdown of acetylcholine through inhibition of acetylcholinesterase, these however have limited clinical efficacy. An alternative approach is to directly activate cholinergic receptors responsible for learning and memory. The M1-muscarinic acetylcholine (M1) receptor is the target of choice but has been hampered by adverse effects. Here we aimed to design the drug properties needed for a well-tolerated M1-agonist with the potential to alleviate cognitive loss by taking a stepwise translational approach from atomic structure, cell/tissue-based assays, evaluation in preclinical species, clinical safety testing, and finally establishing activity in memory centers in humans. Through this approach, we rationally designed the optimal properties, including selectivity and partial agonism, into HTL9936-a potential candidate for the treatment of memory loss in Alzheimer's disease. More broadly, this demonstrates a strategy for targeting difficult GPCR targets from structure to clinic.


Subject(s)
Alzheimer Disease/drug therapy , Drug Design , Receptor, Muscarinic M1/agonists , Aged , Aged, 80 and over , Aging/pathology , Alzheimer Disease/complications , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Amino Acid Sequence , Animals , Blood Pressure/drug effects , CHO Cells , Cholinesterase Inhibitors/pharmacology , Cricetulus , Crystallization , Disease Models, Animal , Dogs , Donepezil/pharmacology , Electroencephalography , Female , HEK293 Cells , Heart Rate/drug effects , Humans , Male , Mice, Inbred C57BL , Models, Molecular , Molecular Dynamics Simulation , Nerve Degeneration/complications , Nerve Degeneration/pathology , Primates , Rats , Receptor, Muscarinic M1/chemistry , Signal Transduction , Structural Homology, Protein
14.
Cell ; 183(2): 315-323.e9, 2020 10 15.
Article in English | MEDLINE | ID: mdl-32941801

ABSTRACT

BCG vaccination in children protects against heterologous infections and improves survival independently of tuberculosis prevention. The phase III ACTIVATE trial assessed whether BCG has similar effects in the elderly. In this double-blind, randomized trial, elderly patients (n = 198) received BCG or placebo vaccine at hospital discharge and were followed for 12 months for new infections. At interim analysis, BCG vaccination significantly increased the time to first infection (median 16 weeks compared to 11 weeks after placebo). The incidence of new infections was 42.3% (95% CIs 31.9%-53.4%) after placebo vaccination and 25.0% (95% CIs 16.4%-36.1%) after BCG vaccination; most of the protection was against respiratory tract infections of probable viral origin (hazard ratio 0.21, p = 0.013). No difference in the frequency of adverse effects was found. Data show that BCG vaccination is safe and can protect the elderly against infections. Larger studies are needed to assess protection against respiratory infections, including COVID-19 (ClinicalTrials.gov NCT03296423).


Subject(s)
BCG Vaccine/adverse effects , BCG Vaccine/immunology , Respiratory Tract Infections/prevention & control , Aged , Aged, 80 and over , BCG Vaccine/administration & dosage , Double-Blind Method , Female , Hospitalization , Humans , Male , Middle Aged , Respiratory Tract Infections/immunology , Virus Diseases/immunology , Virus Diseases/prevention & control
15.
Cell ; 183(1): 143-157.e13, 2020 10 01.
Article in English | MEDLINE | ID: mdl-32877699

ABSTRACT

Humoral responses in coronavirus disease 2019 (COVID-19) are often of limited durability, as seen with other human coronavirus epidemics. To address the underlying etiology, we examined post mortem thoracic lymph nodes and spleens in acute SARS-CoV-2 infection and observed the absence of germinal centers and a striking reduction in Bcl-6+ germinal center B cells but preservation of AID+ B cells. Absence of germinal centers correlated with an early specific block in Bcl-6+ TFH cell differentiation together with an increase in T-bet+ TH1 cells and aberrant extra-follicular TNF-α accumulation. Parallel peripheral blood studies revealed loss of transitional and follicular B cells in severe disease and accumulation of SARS-CoV-2-specific "disease-related" B cell populations. These data identify defective Bcl-6+ TFH cell generation and dysregulated humoral immune induction early in COVID-19 disease, providing a mechanistic explanation for the limited durability of antibody responses in coronavirus infections, and suggest that achieving herd immunity through natural infection may be difficult.


Subject(s)
Coronavirus Infections/immunology , Germinal Center/immunology , Pneumonia, Viral/immunology , T-Lymphocytes, Helper-Inducer/immunology , Aged , Aged, 80 and over , B-Lymphocytes/immunology , COVID-19 , Female , Germinal Center/pathology , Humans , Male , Middle Aged , Pandemics , Proto-Oncogene Proteins c-bcl-6/genetics , Proto-Oncogene Proteins c-bcl-6/metabolism , Spleen/immunology , Spleen/pathology , Tumor Necrosis Factor-alpha/metabolism
16.
Cell ; 180(1): 188-204.e22, 2020 01 09.
Article in English | MEDLINE | ID: mdl-31883794

ABSTRACT

Glioblastomas exhibit vast inter- and intra-tumoral heterogeneity, complicating the development of effective therapeutic strategies. Current in vitro models are limited in preserving the cellular and mutational diversity of parental tumors and require a prolonged generation time. Here, we report methods for generating and biobanking patient-derived glioblastoma organoids (GBOs) that recapitulate the histological features, cellular diversity, gene expression, and mutational profiles of their corresponding parental tumors. GBOs can be generated quickly with high reliability and exhibit rapid, aggressive infiltration when transplanted into adult rodent brains. We further demonstrate the utility of GBOs to test personalized therapies by correlating GBO mutational profiles with responses to specific drugs and by modeling chimeric antigen receptor T cell immunotherapy. Our studies show that GBOs maintain many key features of glioblastomas and can be rapidly deployed to investigate patient-specific treatment strategies. Additionally, our live biobank establishes a rich resource for basic and translational glioblastoma research.


Subject(s)
Cell Culture Techniques/methods , Glioblastoma/metabolism , Organoids/growth & development , Adult , Aged , Aged, 80 and over , Animals , Biological Specimen Banks , Female , Glioblastoma/genetics , Glioblastoma/pathology , Humans , Male , Mice , Mice, Nude , Middle Aged , Models, Biological , Organoids/metabolism , Reproducibility of Results , Xenograft Model Antitumor Assays/methods
17.
Cell ; 180(4): 749-763.e13, 2020 02 20.
Article in English | MEDLINE | ID: mdl-32059780

ABSTRACT

Immune responses in diverse tissue sites are critical for protective immunity and homeostasis. Here, we investigate how tissue localization regulates the development and function of human natural killer (NK) cells, innate lymphocytes important for anti-viral and tumor immunity. Integrating high-dimensional analysis of NK cells from blood, lymphoid organs, and mucosal tissue sites from 60 individuals, we identify tissue-specific patterns of NK cell subset distribution, maturation, and function maintained across age and between individuals. Mature and terminally differentiated NK cells with enhanced effector function predominate in blood, bone marrow, spleen, and lungs and exhibit shared transcriptional programs across sites. By contrast, precursor and immature NK cells with reduced effector capacity populate lymph nodes and intestines and exhibit tissue-resident signatures and site-specific adaptations. Together, our results reveal anatomic control of NK cell development and maintenance as tissue-resident populations, whereas mature, terminally differentiated subsets mediate immunosurveillance through diverse peripheral sites. VIDEO ABSTRACT.


Subject(s)
Aging/immunology , Killer Cells, Natural/cytology , Lymphopoiesis , Adolescent , Adult , Aged , Aged, 80 and over , Antigens, CD/genetics , Antigens, CD/metabolism , Cells, Cultured , Child , Female , Humans , Immunity, Innate , Intestinal Mucosa/cytology , Killer Cells, Natural/immunology , Killer Cells, Natural/physiology , Lung/cytology , Lymph Nodes/cytology , Male , Middle Aged , Spleen/cytology
18.
Cell ; 182(1): 200-225.e35, 2020 07 09.
Article in English | MEDLINE | ID: mdl-32649874

ABSTRACT

To explore the biology of lung adenocarcinoma (LUAD) and identify new therapeutic opportunities, we performed comprehensive proteogenomic characterization of 110 tumors and 101 matched normal adjacent tissues (NATs) incorporating genomics, epigenomics, deep-scale proteomics, phosphoproteomics, and acetylproteomics. Multi-omics clustering revealed four subgroups defined by key driver mutations, country, and gender. Proteomic and phosphoproteomic data illuminated biology downstream of copy number aberrations, somatic mutations, and fusions and identified therapeutic vulnerabilities associated with driver events involving KRAS, EGFR, and ALK. Immune subtyping revealed a complex landscape, reinforced the association of STK11 with immune-cold behavior, and underscored a potential immunosuppressive role of neutrophil degranulation. Smoking-associated LUADs showed correlation with other environmental exposure signatures and a field effect in NATs. Matched NATs allowed identification of differentially expressed proteins with potential diagnostic and therapeutic utility. This proteogenomics dataset represents a unique public resource for researchers and clinicians seeking to better understand and treat lung adenocarcinomas.


Subject(s)
Adenocarcinoma of Lung/drug therapy , Adenocarcinoma of Lung/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Proteogenomics , Adenocarcinoma of Lung/immunology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Carcinogenesis/genetics , Carcinogenesis/pathology , DNA Copy Number Variations/genetics , DNA Methylation/genetics , Female , Humans , Lung Neoplasms/immunology , Male , Middle Aged , Mutation/genetics , Oncogene Proteins, Fusion , Phenotype , Phosphoproteins/metabolism , Proteome/metabolism
19.
Cell ; 183(6): 1479-1495.e20, 2020 12 10.
Article in English | MEDLINE | ID: mdl-33171100

ABSTRACT

We present an integrated analysis of the clinical measurements, immune cells, and plasma multi-omics of 139 COVID-19 patients representing all levels of disease severity, from serial blood draws collected during the first week of infection following diagnosis. We identify a major shift between mild and moderate disease, at which point elevated inflammatory signaling is accompanied by the loss of specific classes of metabolites and metabolic processes. Within this stressed plasma environment at moderate disease, multiple unusual immune cell phenotypes emerge and amplify with increasing disease severity. We condensed over 120,000 immune features into a single axis to capture how different immune cell classes coordinate in response to SARS-CoV-2. This immune-response axis independently aligns with the major plasma composition changes, with clinical metrics of blood clotting, and with the sharp transition between mild and moderate disease. This study suggests that moderate disease may provide the most effective setting for therapeutic intervention.


Subject(s)
COVID-19 , Genomics , RNA-Seq , SARS-CoV-2 , Single-Cell Analysis , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/blood , COVID-19/immunology , Female , Humans , Male , Middle Aged , SARS-CoV-2/immunology , SARS-CoV-2/metabolism , Severity of Illness Index
20.
Cell ; 183(5): 1436-1456.e31, 2020 11 25.
Article in English | MEDLINE | ID: mdl-33212010

ABSTRACT

The integration of mass spectrometry-based proteomics with next-generation DNA and RNA sequencing profiles tumors more comprehensively. Here this "proteogenomics" approach was applied to 122 treatment-naive primary breast cancers accrued to preserve post-translational modifications, including protein phosphorylation and acetylation. Proteogenomics challenged standard breast cancer diagnoses, provided detailed analysis of the ERBB2 amplicon, defined tumor subsets that could benefit from immune checkpoint therapy, and allowed more accurate assessment of Rb status for prediction of CDK4/6 inhibitor responsiveness. Phosphoproteomics profiles uncovered novel associations between tumor suppressor loss and targetable kinases. Acetylproteome analysis highlighted acetylation on key nuclear proteins involved in the DNA damage response and revealed cross-talk between cytoplasmic and mitochondrial acetylation and metabolism. Our results underscore the potential of proteogenomics for clinical investigation of breast cancer through more accurate annotation of targetable pathways and biological features of this remarkably heterogeneous malignancy.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Carcinogenesis/genetics , Carcinogenesis/pathology , Molecular Targeted Therapy , Proteogenomics , APOBEC Deaminases/metabolism , Adult , Aged , Aged, 80 and over , Breast Neoplasms/immunology , Breast Neoplasms/therapy , Cohort Studies , DNA Damage , DNA Repair , Female , Humans , Immunotherapy , Metabolomics , Middle Aged , Mutagenesis/genetics , Phosphorylation , Protein Kinase Inhibitors/pharmacology , Protein Kinases/metabolism , Receptor, ErbB-2/metabolism , Retinoblastoma Protein/metabolism , Tumor Microenvironment/immunology
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