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1.
Nat Immunol ; 24(8): 1370-1381, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37460638

RESUMEN

Infants and young children are more susceptible to common respiratory pathogens than adults but can fare better against novel pathogens like severe acute respiratory syndrome coronavirus 2. The mechanisms by which infants and young children mount effective immune responses to respiratory pathogens are unknown. Through investigation of lungs and lung-associated lymph nodes from infant and pediatric organ donors aged 0-13 years, we show that bronchus-associated lymphoid tissue (BALT), containing B cell follicles, CD4+ T cells and functionally active germinal centers, develop during infancy. BALT structures are prevalent around lung airways during the first 3 years of life, and their numbers decline through childhood coincident with the accumulation of memory T cells. Single-cell profiling and repertoire analysis reveals that early life lung B cells undergo differentiation, somatic hypermutation and immunoglobulin class switching and exhibit a more activated profile than lymph node B cells. Moreover, B cells in the lung and lung-associated lymph nodes generate biased antibody responses to multiple respiratory pathogens compared to circulating antibodies, which are mostly specific for vaccine antigens in the early years of life. Together, our findings provide evidence for BALT as an early life adaptation for mobilizing localized immune protection to the diverse respiratory challenges during this formative life stage.


Asunto(s)
COVID-19 , Tejido Linfoide , Adulto , Lactante , Humanos , Niño , Preescolar , Bronquios/patología , COVID-19/patología , Linfocitos B , Ganglios Linfáticos
2.
Immunity ; 56(8): 1894-1909.e5, 2023 08 08.
Artículo en Inglés | MEDLINE | ID: mdl-37421943

RESUMEN

Infancy and childhood are critical life stages for generating immune memory to protect against pathogens; however, the timing, location, and pathways for memory development in humans remain elusive. Here, we investigated T cells in mucosal sites, lymphoid tissues, and blood from 96 pediatric donors aged 0-10 years using phenotypic, functional, and transcriptomic profiling. Our results revealed that memory T cells preferentially localized in the intestines and lungs during infancy and accumulated more rapidly in mucosal sites compared with blood and lymphoid organs, consistent with site-specific antigen exposure. Early life mucosal memory T cells exhibit distinct functional capacities and stem-like transcriptional profiles. In later childhood, they progressively adopt proinflammatory functions and tissue-resident signatures, coincident with increased T cell receptor (TCR) clonal expansion in mucosal and lymphoid sites. Together, our findings identify staged development of memory T cells targeted to tissues during the formative years, informing how we might promote and monitor immunity in children.


Asunto(s)
Tejido Linfoide , Células T de Memoria , Niño , Humanos , Lactante , Linfocitos T CD8-positivos , Memoria Inmunológica , Tejido Linfoide/metabolismo , Membrana Mucosa , Receptores de Antígenos de Linfocitos T/genética , Receptores de Antígenos de Linfocitos T/metabolismo , Recién Nacido , Preescolar
3.
Brief Bioinform ; 25(3)2024 Mar 27.
Artículo en Inglés | MEDLINE | ID: mdl-38725155

RESUMEN

Single-cell RNA sequencing (scRNA-seq) experiments have become instrumental in developmental and differentiation studies, enabling the profiling of cells at a single or multiple time-points to uncover subtle variations in expression profiles reflecting underlying biological processes. Benchmarking studies have compared many of the computational methods used to reconstruct cellular dynamics; however, researchers still encounter challenges in their analysis due to uncertainty with respect to selecting the most appropriate methods and parameters. Even among universal data processing steps used by trajectory inference methods such as feature selection and dimension reduction, trajectory methods' performances are highly dataset-specific. To address these challenges, we developed Escort, a novel framework for evaluating a dataset's suitability for trajectory inference and quantifying trajectory properties influenced by analysis decisions. Escort evaluates the suitability of trajectory analysis and the combined effects of processing choices using trajectory-specific metrics. Escort navigates single-cell trajectory analysis through these data-driven assessments, reducing uncertainty and much of the decision burden inherent to trajectory inference analyses. Escort is implemented in an accessible R package and R/Shiny application, providing researchers with the necessary tools to make informed decisions during trajectory analysis and enabling new insights into dynamic biological processes at single-cell resolution.


Asunto(s)
RNA-Seq , Análisis de la Célula Individual , Análisis de la Célula Individual/métodos , RNA-Seq/métodos , Humanos , Biología Computacional/métodos , Análisis de Secuencia de ARN/métodos , Programas Informáticos , Algoritmos , Perfilación de la Expresión Génica/métodos , Análisis de Expresión Génica de una Sola Célula
4.
J Autoimmun ; 108: 102417, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-32035746

RESUMEN

IL-12 and IL-18 synergize to promote TH1 responses and have been implicated as accelerators of autoimmune pathogenesis in type 1 diabetes (T1D). We investigated the influence of these cytokines on immune cells involved in human T1D progression: natural killer (NK) cells, regulatory T cells (Tregs), and cytotoxic T lymphocytes (CTL). NK cells from T1D patients exhibited higher surface CD226 versus controls and lower CD25 compared to first-degree relatives and controls. Changes in NK cell phenotype towards terminal differentiation were associated with cytomegalovirus (CMV) seropositivity, while possession of IL18RAP, IFIH1, and IL2RA T1D-risk variants impacted NK cell activation as evaluated by immuno-expression quantitative trait loci (eQTL) analyses. IL-12 and IL-18 stimulated NK cells from healthy donors exhibited enhanced specific killing of myelogenous K562 target cells. Moreover, activated NK cells increased expression of NKG2A, NKG2D, CD226, TIGIT and CD25, which enabled competition for IL-2 upon co-culture with Tregs, resulting in Treg downregulation of FOXP3, production of IFNγ, and loss of suppressive function. We generated islet-autoreactive CTL "avatars", which upon exposure to IL-12 and IL-18, upregulated IFNγ and Granzyme-B leading to increased lymphocytotoxicity of a human ß-cell line in vitro. These results support a model for T1D pathogenesis wherein IL-12 and IL-18 synergistically enhance CTL and NK cell cytotoxic activity and disrupt immunoregulation by Tregs.


Asunto(s)
Inmunidad Innata , Inflamación/inmunología , Células Asesinas Naturales/inmunología , Células Asesinas Naturales/metabolismo , Activación de Linfocitos/inmunología , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Adolescente , Adulto , Biomarcadores , Células Cultivadas , Niño , Citocinas/metabolismo , Citotoxicidad Inmunológica , Diabetes Mellitus Tipo 1/etiología , Diabetes Mellitus Tipo 1/metabolismo , Susceptibilidad a Enfermedades , Femenino , Humanos , Inmunofenotipificación , Inflamación/metabolismo , Inflamación/patología , Recuento de Linfocitos , Masculino , Persona de Mediana Edad , Modelos Biológicos , Fenotipo , Sitios de Carácter Cuantitativo , Linfocitos T Citotóxicos/inmunología , Linfocitos T Citotóxicos/metabolismo , Adulto Joven
5.
Front Immunol ; 15: 1371708, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38756769

RESUMEN

Impaired metabolism is recognized as an important contributor to pathogenicity of T cells in Systemic Lupus Erythematosus (SLE). Over the last two decades, we have acquired significant knowledge about the signaling and transcriptomic programs related to metabolic rewiring in healthy and SLE T cells. However, our understanding of metabolic network activity derives largely from studying metabolic pathways in isolation. Here, we argue that enzymatic activities are necessarily coupled through mass and energy balance constraints with in-built network-wide dependencies and compensation mechanisms. Therefore, metabolic rewiring of T cells in SLE must be understood in the context of the entire network, including changes in metabolic demands such as shifts in biomass composition and cytokine secretion rates as well as changes in uptake/excretion rates of multiple nutrients and waste products. As a way forward, we suggest cell physiology experiments and integration of orthogonal metabolic measurements through computational modeling towards a comprehensive understanding of T cell metabolism in lupus.


Asunto(s)
Lupus Eritematoso Sistémico , Linfocitos T , Lupus Eritematoso Sistémico/metabolismo , Lupus Eritematoso Sistémico/inmunología , Humanos , Linfocitos T/inmunología , Linfocitos T/metabolismo , Redes y Vías Metabólicas , Metabolismo Energético , Animales , Transducción de Señal , Citocinas/metabolismo
6.
bioRxiv ; 2024 Feb 12.
Artículo en Inglés | MEDLINE | ID: mdl-38405840

RESUMEN

Histopathological heterogeneity in human pancreas has been well documented; however, functional evidence at the tissue level is scarce. Herein we investigated in situ glucose-stimulated islet and carbachol-stimulated acinar cell secretion across the pancreas head (PH), body (PB), and tail (PT) regions in no diabetes (ND, n=15), single islet autoantibody-positive (1AAb+, n=7), and type 1 diabetes donors (T1D, <14 months duration, n=5). Insulin, glucagon, pancreatic amylase, lipase, and trypsinogen secretion along with 3D tissue morphometrical features were comparable across the regions in ND. In T1D, insulin secretion and beta-cell volume were significantly reduced within all regions, while glucagon and enzymes were unaltered. Beta-cell volume was lower despite normal insulin secretion in 1AAb+, resulting in increased volume-adjusted insulin secretion versus ND. Islet and acinar cell secretion in 1AAb+ were consistent across PH, PB and PT. This study supports low inter-regional variation in pancreas slice function and potentially, increased metabolic demand in 1AAb+.

7.
Cell Rep ; 43(6): 114346, 2024 Jun 25.
Artículo en Inglés | MEDLINE | ID: mdl-38850534

RESUMEN

Histopathological heterogeneity in the human pancreas is well documented; however, functional evidence at the tissue level is scarce. Herein, we investigate in situ glucose-stimulated islet and carbachol-stimulated acinar cell secretion across the pancreas head (PH), body (PB), and tail (PT) regions in donors without diabetes (ND; n = 15), positive for one islet autoantibody (1AAb+; n = 7), and with type 1 diabetes (T1D; <14 months duration, n = 5). Insulin, glucagon, pancreatic amylase, lipase, and trypsinogen secretion along with 3D tissue morphometrical features are comparable across regions in ND. In T1D, insulin secretion and beta-cell volume are significantly reduced within all regions, while glucagon and enzymes are unaltered. Beta-cell volume is lower despite normal insulin secretion in 1AAb+, resulting in increased volume-adjusted insulin secretion versus ND. Islet and acinar cell secretion in 1AAb+ are consistent across the PH, PB, and PT. This study supports low inter-regional variation in pancreas slice function and, potentially, increased metabolic demand in 1AAb+.


Asunto(s)
Diabetes Mellitus Tipo 1 , Insulina , Islotes Pancreáticos , Humanos , Diabetes Mellitus Tipo 1/patología , Diabetes Mellitus Tipo 1/metabolismo , Islotes Pancreáticos/metabolismo , Islotes Pancreáticos/patología , Masculino , Insulina/metabolismo , Femenino , Secreción de Insulina/efectos de los fármacos , Adulto , Persona de Mediana Edad , Células Secretoras de Insulina/metabolismo , Células Secretoras de Insulina/patología , Células Acinares/metabolismo , Células Acinares/patología , Glucagón/metabolismo , Glucosa/metabolismo , Autoanticuerpos/inmunología , Amilasas/metabolismo
8.
Diabetes Care ; 47(2): 285-289, 2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-38117469

RESUMEN

OBJECTIVE: Low-dose antithymocyte globulin (ATG) (2.5 mg/kg) preserves C-peptide and reduces HbA1c in new-onset stage 3 type 1 diabetes, yet efficacy in delaying progression from stage 2 to stage 3 has not been evaluated. RESEARCH DESIGN AND METHODS: Children (n = 6) aged 5-14 years with stage 2 type 1 diabetes received off-label, low-dose ATG. HbA1c, C-peptide, continuous glucose monitoring, insulin requirements, and side effects were followed for 18-48 months. RESULTS: Three subjects (50%) remained diabetes free after 1.5, 3, and 4 years of follow-up, while three developed stage 3 within 1-2 months after therapy. Eighteen months posttreatment, even disease progressors demonstrated near-normal HbA1c (5.1% [32 mmol/mol], 5.6% [38 mmol/mol], and 5.3% [34 mmol/mol]), time in range (93%, 88%, and 98%), low insulin requirements (0.17, 0.18, and 0.34 units/kg/day), and robust C-peptide 90 min after mixed meal (1.3 ng/dL, 2.3 ng/dL, and 1.4 ng/dL). CONCLUSIONS: These observations support additional prospective studies evaluating ATG in stage 2 type 1 diabetes.


Asunto(s)
Suero Antilinfocítico , Diabetes Mellitus Tipo 1 , Niño , Humanos , Suero Antilinfocítico/uso terapéutico , Glucemia , Automonitorización de la Glucosa Sanguínea , Péptido C , Diabetes Mellitus Tipo 1/tratamiento farmacológico , Diabetes Mellitus Tipo 1/inducido químicamente , Hemoglobina Glucada , Hipoglucemiantes , Insulina , Estudios Prospectivos
9.
Sci Immunol ; 9(96): eadn3954, 2024 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-38848342

RESUMEN

During ontogeny, γδ T cells emerge from the thymus and directly seed peripheral tissues for in situ immunity. However, their functional role in humans has largely been defined from blood. Here, we analyzed the phenotype, transcriptome, function, and repertoire of human γδ T cells in blood and mucosal and lymphoid tissues from 176 donors across the life span, revealing distinct profiles in children compared with adults. In early life, clonally diverse Vδ1 subsets predominate across blood and tissues, comprising naïve and differentiated effector and tissue repair functions, whereas cytolytic Vδ2 subsets populate blood, spleen, and lungs. With age, Vδ1 and Vδ2 subsets exhibit clonal expansions and elevated cytolytic signatures, which are disseminated across sites. In adults, Vδ2 cells predominate in blood, whereas Vδ1 cells are enriched across tissues and express residency profiles. Thus, antigenic exposures over childhood drive the functional evolution and tissue compartmentalization of γδ T cells, leading to age-dependent roles in immunity.


Asunto(s)
Receptores de Antígenos de Linfocitos T gamma-delta , Humanos , Niño , Receptores de Antígenos de Linfocitos T gamma-delta/inmunología , Adulto , Preescolar , Adolescente , Adulto Joven , Femenino , Lactante , Masculino , Persona de Mediana Edad , Subgrupos de Linfocitos T/inmunología , Anciano , Recién Nacido
10.
Shock ; 2024 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-38713581

RESUMEN

ABSTRACT: Post-sepsis early mortality is being replaced by survivors who experience either a rapid recovery and favorable hospital discharge or the development of chronic critical illness (CCI) with suboptimal outcomes. The underlying immunological response that determines these clinical trajectories remains poorly defined at the transcriptomic level. As classical and non-classical monocytes are key leukocytes in both the innate and adaptive immune systems, we sought to delineate the transcriptomic response of these cell types. Using single-cell RNA sequencing and pathway analyses, we identified gene expression patterns between these two groups that are consistent with differences in TNFα production based on clinical outcome. This may provide therapeutic targets for those at risk for CCI in order to improve their phenotype/endotype, morbidity, and long-term mortality.

11.
Front Immunol ; 15: 1355405, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38720891

RESUMEN

Introduction: Sepsis engenders distinct host immunologic changes that include the expansion of myeloid-derived suppressor cells (MDSCs). These cells play a physiologic role in tempering acute inflammatory responses but can persist in patients who develop chronic critical illness. Methods: Cellular Indexing of Transcriptomes and Epitopes by Sequencing and transcriptomic analysis are used to describe MDSC subpopulations based on differential gene expression, RNA velocities, and biologic process clustering. Results: We identify a unique lineage and differentiation pathway for MDSCs after sepsis and describe a novel MDSC subpopulation. Additionally, we report that the heterogeneous response of the myeloid compartment of blood to sepsis is dependent on clinical outcome. Discussion: The origins and lineage of these MDSC subpopulations were previously assumed to be discrete and unidirectional; however, these cells exhibit a dynamic phenotype with considerable plasticity.


Asunto(s)
Células Supresoras de Origen Mieloide , Sepsis , Células Supresoras de Origen Mieloide/inmunología , Células Supresoras de Origen Mieloide/metabolismo , Humanos , Sepsis/inmunología , Transcriptoma , Masculino , Femenino , Diferenciación Celular/inmunología , Perfilación de la Expresión Génica
12.
bioRxiv ; 2023 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-38187768

RESUMEN

Single-cell RNA sequencing (scRNA-seq) experiments have become instrumental in developmental and differentiation studies, enabling the profiling of cells at a single or multiple time-points to uncover subtle variations in expression profiles reflecting underlying biological processes. Benchmarking studies have compared many of the computational methods used to reconstruct cellular dynamics, however researchers still encounter challenges in their analysis due to uncertainties in selecting the most appropriate methods and parameters. Even among universal data processing steps used by trajectory inference methods such as feature selection and dimension reduction, trajectory methods' performances are highly dataset-specific. To address these challenges, we developed Escort, a framework for evaluating a dataset's suitability for trajectory inference and quantifying trajectory properties influenced by analysis decisions. Escort navigates single-cell trajectory analysis through data-driven assessments, reducing uncertainty and much of the decision burden associated with trajectory inference. Escort is implemented in an accessible R package and R/Shiny application, providing researchers with the necessary tools to make informed decisions during trajectory analysis and enabling new insights into dynamic biological processes at single-cell resolution.

13.
Nat Biomed Eng ; 7(9): 1156-1169, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37127708

RESUMEN

The treatment of chronic inflammation with systemically administered anti-inflammatory treatments is associated with moderate-to-severe side effects, and the efficacy of locally administered drugs is short-lived. Here we show that inflammation can be locally suppressed by a fusion protein of the immunosuppressive enzyme indoleamine 2,3-dioxygenase 1 (IDO) and galectin-3 (Gal3). Gal3 anchors IDO to tissue, limiting the diffusion of IDO-Gal3 away from the injection site. In rodent models of endotoxin-induced inflammation, psoriasis, periodontal disease and osteoarthritis, the fusion protein remained in the inflamed tissues and joints for about 1 week after injection, and the amelioration of local inflammation, disease progression and inflammatory pain in the animals were concomitant with homoeostatic preservation of the tissues and with the absence of global immune suppression. IDO-Gal3 may serve as an immunomodulatory enzyme for the control of focal inflammation in other inflammatory conditions.


Asunto(s)
Galectina 2 , Indolamina-Pirrol 2,3,-Dioxigenasa , Animales , Indolamina-Pirrol 2,3,-Dioxigenasa/metabolismo , Inflamación/inducido químicamente , Inflamación/tratamiento farmacológico , Progresión de la Enfermedad
14.
JCI Insight ; 8(17)2023 09 08.
Artículo en Inglés | MEDLINE | ID: mdl-37498686

RESUMEN

The proportions and phenotypes of immune cell subsets in peripheral blood undergo continual and dramatic remodeling throughout the human life span, which complicates efforts to identify disease-associated immune signatures in type 1 diabetes (T1D). We conducted cross-sectional flow cytometric immune profiling on peripheral blood from 826 individuals (stage 3 T1D, their first-degree relatives, those with ≥2 islet autoantibodies, and autoantibody-negative unaffected controls). We constructed an immune age predictive model in unaffected participants and observed accelerated immune aging in T1D. We used generalized additive models for location, shape, and scale to obtain age-corrected data for flow cytometry and complete blood count readouts, which can be visualized in our interactive portal (ImmScape); 46 parameters were significantly associated with age only, 25 with T1D only, and 23 with both age and T1D. Phenotypes associated with accelerated immunological aging in T1D included increased CXCR3+ and programmed cell death 1-positive (PD-1+) frequencies in naive and memory T cell subsets, despite reduced PD-1 expression levels on memory T cells. Phenotypes associated with T1D after age correction were predictive of T1D status. Our findings demonstrate advanced immune aging in T1D and highlight disease-associated phenotypes for biomarker monitoring and therapeutic interventions.


Asunto(s)
Diabetes Mellitus Tipo 1 , Humanos , Lactante , Estudios Transversales , Receptor de Muerte Celular Programada 1 , Autoanticuerpos , Envejecimiento
15.
Sci Data ; 10(1): 323, 2023 05 26.
Artículo en Inglés | MEDLINE | ID: mdl-37237059

RESUMEN

The Network for Pancreatic Organ donors with Diabetes (nPOD) is the largest biorepository of human pancreata and associated immune organs from donors with type 1 diabetes (T1D), maturity-onset diabetes of the young (MODY), cystic fibrosis-related diabetes (CFRD), type 2 diabetes (T2D), gestational diabetes, islet autoantibody positivity (AAb+), and without diabetes. nPOD recovers, processes, analyzes, and distributes high-quality biospecimens, collected using optimized standard operating procedures, and associated de-identified data/metadata to researchers around the world. Herein describes the release of high-parameter genotyping data from this collection. 372 donors were genotyped using a custom precision medicine single nucleotide polymorphism (SNP) microarray. Data were technically validated using published algorithms to evaluate donor relatedness, ancestry, imputed HLA, and T1D genetic risk score. Additionally, 207 donors were assessed for rare known and novel coding region variants via whole exome sequencing (WES). These data are publicly-available to enable genotype-specific sample requests and the study of novel genotype:phenotype associations, aiding in the mission of nPOD to enhance understanding of diabetes pathogenesis to promote the development of novel therapies.


Asunto(s)
Diabetes Mellitus Tipo 1 , Diabetes Mellitus Tipo 2 , Donantes de Tejidos , Humanos , Diabetes Mellitus Tipo 1/genética , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/patología , Genómica , Páncreas
16.
Nat Commun ; 13(1): 1999, 2022 04 14.
Artículo en Inglés | MEDLINE | ID: mdl-35422106

RESUMEN

The ability to profile spatial proteomics at the single cell level enables the study of cell types, their spatial distribution, and interactions in several tissues and conditions. Current methods for cell segmentation in such studies rely on known membrane or cell boundary markers. However, for many tissues, an optimal set of markers is not known, and even within a tissue, different cell types may express different markers. Here we present RAMCES, a method that uses a convolutional neural network to learn the optimal markers for a new sample and outputs a weighted combination of the selected markers for segmentation. Testing RAMCES on several existing datasets indicates that it correctly identifies cell boundary markers, improving on methods that rely on a single marker or those that extend nuclei segmentations. Application to new spatial proteomics data demonstrates its usefulness for accurately assigning cell types based on the proteins expressed in segmented cells.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Proteómica , Núcleo Celular , Procesamiento de Imagen Asistido por Computador/métodos , Redes Neurales de la Computación
17.
Sci Immunol ; 6(66): eabj0789, 2021 Dec 10.
Artículo en Inglés | MEDLINE | ID: mdl-34890254

RESUMEN

Infants require coordinated immune responses to prevent succumbing to multiple infectious challenges during early life, particularly in the respiratory tract. The mechanisms by which infant T cells are functionally adapted for these responses are not well understood. Here, we demonstrated using an in vivo mouse cotransfer model that infant T cells generated greater numbers of lung-homing effector cells in response to influenza infection compared with adult T cells in the same host, due to augmented T cell receptor (TCR)­mediated signaling. Mouse infant T cells showed increased sensitivity to low antigen doses, originating at the interface between T cells and antigen-bearing accessory cells­through actin-mediated mobilization of signaling molecules to the immune synapse. This enhanced signaling was also observed in human infant versus adult T cells. Our findings provide a mechanism for how infants control pathogen load and dissemination, which is important for designing developmentally targeted strategies for promoting immune responses at this vulnerable life stage.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Pulmón/inmunología , Receptores de Antígenos de Linfocitos T/inmunología , Animales , Femenino , Masculino , Ratones , Ratones Congénicos , Ratones Endogámicos C57BL , Ratones Transgénicos , Transducción de Señal/inmunología
18.
Genome Biol ; 22(1): 333, 2021 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-34872616

RESUMEN

scRNA-seq datasets are increasingly used to identify gene panels that can be probed using alternative technologies, such as spatial transcriptomics, where choosing the best subset of genes is vital. Existing methods are limited by a reliance on pre-existing cell type labels or by difficulties in identifying markers of rare cells. We introduce an iterative approach, geneBasis, for selecting an optimal gene panel, where each newly added gene captures the maximum distance between the true manifold and the manifold constructed using the currently selected gene panel. Our approach outperforms existing strategies and can resolve cell types and subtle cell state differences.


Asunto(s)
RNA-Seq , Análisis de Secuencia de ARN/métodos , Análisis de la Célula Individual/métodos , Algoritmos , Análisis por Conglomerados , Perfilación de la Expresión Génica , Humanos , Transcriptoma , Secuenciación del Exoma
19.
Cell Rep ; 37(9): 110071, 2021 11 30.
Artículo en Inglés | MEDLINE | ID: mdl-34852222

RESUMEN

The persistence of anti-viral immunity is essential for protection and exhibits profound heterogeneity across individuals. Here, we elucidate the factors that shape maintenance and function of anti-viral T cell immunity in the body by comprehensive profiling of virus-specific T cells across blood, lymphoid organs, and mucosal tissues of organ donors. We use flow cytometry, T cell receptor sequencing, single-cell transcriptomics, and cytokine analysis to profile virus-specific CD8+ T cells recognizing the ubiquitous pathogens influenza and cytomegalovirus. Our results reveal that virus specificity determines overall magnitude, tissue distribution, differentiation, and clonal repertoire of virus-specific T cells. Age and sex influence T cell differentiation and dissemination in tissues, while T cell tissue residence and functionality are highly correlated with the site. Together, our results demonstrate how the covariates of virus, tissue, age, and sex impact the anti-viral immune response, which is important for targeting, monitoring, and predicting immune responses to existing and emerging viruses.


Asunto(s)
Antivirales/farmacología , Linfocitos T CD8-positivos/inmunología , Infecciones por Citomegalovirus/inmunología , Citomegalovirus/inmunología , Memoria Inmunológica/inmunología , Virus de la Influenza A/inmunología , Gripe Humana/inmunología , Adulto , Factores de Edad , Niño , Preescolar , Citocinas/metabolismo , Infecciones por Citomegalovirus/tratamiento farmacológico , Infecciones por Citomegalovirus/virología , Femenino , Humanos , Lactante , Gripe Humana/tratamiento farmacológico , Gripe Humana/virología , Activación de Linfocitos , Masculino , Receptores de Antígenos de Linfocitos T/inmunología , Factores Sexuales , Análisis de la Célula Individual , Transcriptoma
20.
Front Immunol ; 12: 696536, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34484194

RESUMEN

Background: With the successful implementation of the Surviving Sepsis Campaign guidelines, post-sepsis in-hospital mortality to sepsis continues to decrease. Those who acutely survive surgical sepsis will either rapidly recover or develop a chronic critical illness (CCI). CCI is associated with adverse long-term outcomes and 1-year mortality. Although the pathobiology of CCI remains undefined, emerging evidence suggests a post-sepsis state of pathologic myeloid activation, inducing suboptimal lymphopoiesis and erythropoiesis, as well as downstream leukocyte dysfunction. Our goal was to use single-cell RNA sequencing (scRNA-seq) to perform a detailed transcriptomic analysis of lymphoid-derived leukocytes to better understand the pathology of late sepsis. Methods: A mixture of whole blood myeloid-enriched and Ficoll-enriched peripheral blood mononuclear cells from four late septic patients (post-sepsis day 14-21) and five healthy subjects underwent Cellular Indexing of Transcriptomes and Epitopes by Sequencing (CITE-seq). Results: We identified unique transcriptomic patterns for multiple circulating immune cell subtypes, including B- and CD4+, CD8+, activated CD4+ and activated CD8+ T-lymphocytes, as well as natural killer (NK), NKT, and plasmacytoid dendritic cells in late sepsis patients. Analysis demonstrated that the circulating lymphoid cells maintained a transcriptome reflecting immunosuppression and low-grade inflammation. We also identified transcriptomic differences between patients with bacterial versus fungal sepsis, such as greater expression of cytotoxic genes among CD8+ T-lymphocytes in late bacterial sepsis. Conclusion: Circulating non-myeloid cells display a unique transcriptomic pattern late after sepsis. Non-myeloid leukocytes in particular reveal a host endotype of inflammation, immunosuppression, and dysfunction, suggesting a role for precision medicine-guided immunomodulatory therapy.


Asunto(s)
Infecciones Bacterianas/genética , Células Dendríticas/metabolismo , Perfilación de la Expresión Génica , Linfocitos/metabolismo , Micosis/genética , RNA-Seq , Sepsis/genética , Análisis de la Célula Individual , Transcriptoma , Adulto , Anciano , Anciano de 80 o más Años , Infecciones Bacterianas/sangre , Infecciones Bacterianas/inmunología , Infecciones Bacterianas/microbiología , Estudios de Casos y Controles , Células Dendríticas/inmunología , Células Dendríticas/microbiología , Femenino , Humanos , Linfocitos/inmunología , Linfocitos/microbiología , Masculino , Persona de Mediana Edad , Micosis/sangre , Micosis/inmunología , Micosis/microbiología , Fenotipo , Sepsis/sangre , Sepsis/inmunología , Sepsis/microbiología , Factores de Tiempo
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