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1.
Res Sq ; 2024 Jan 26.
Artículo en Inglés | MEDLINE | ID: mdl-38343831

RESUMEN

Microglia are resident immune cells of the brain and are implicated in the etiology of Alzheimer's Disease (AD) and other diseases. Yet the cellular and molecular processes regulating their function throughout the course of the disease are poorly understood. Here, we present the transcriptional landscape of primary microglia from 189 human postmortem brains, including 58 healthy aging individuals and 131 with a range of disease phenotypes, including 63 patients representing the full spectrum of clinical and pathological severity of AD. We identified transcriptional changes associated with multiple AD phenotypes, capturing the severity of dementia and neuropathological lesions. Transcript-level analyses identified additional genes with heterogeneous isoform usage and AD phenotypes. We identified changes in gene-gene coordination in AD, dysregulation of co-expression modules, and disease subtypes with distinct gene expression. Taken together, these data further our understanding of the key role of microglia in AD biology and nominate candidates for therapeutic intervention.

2.
JCI Insight ; 9(3)2024 Feb 08.
Artículo en Inglés | MEDLINE | ID: mdl-38329124

RESUMEN

The role of long noncoding RNAs (lncRNAs) in disease is incompletely understood, but their regulation of inflammation is increasingly appreciated. We addressed the extent of lncRNA involvement in inflammatory bowel disease (IBD) using biopsy-derived RNA-sequencing data from a large cohort of deeply phenotyped patients with IBD. Weighted gene correlation network analysis revealed gene modules of lncRNAs coexpressed with protein-coding genes enriched for biological pathways, correlated with epithelial and immune cell signatures, or correlated with distal colon expression. Correlation of modules with clinical features uncovered a module correlated with disease severity, with an enriched interferon response signature containing the hub lncRNA IRF1-AS1. Connecting genes to IBD-associated single nucleotide polymorphisms (SNPs) revealed an enrichment of SNP-adjacent lncRNAs in biologically relevant modules. Ulcerative colitis-specific SNPs were enriched in distal colon-related modules, suggesting that disease-specific mechanisms may result from altered lncRNA expression. The function of the IBD-associated SNP-adjacent lncRNA IRF1-AS1 was explored in human myeloid cells, and our results suggested IRF1-AS1 promoted optimal production of TNF-α, IL-6, and IL-23. A CRISPR/Cas9-mediated activation screen in THP-1 cells revealed several lncRNAs that modulated LPS-induced TNF-α responses. Overall, this study uncovered the expression patterns of lncRNAs in IBD that identify functional, disease-relevant lncRNAs.


Asunto(s)
Colitis Ulcerosa , ARN Largo no Codificante , Humanos , Redes Reguladoras de Genes , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo , Factor de Necrosis Tumoral alfa/genética , Colitis Ulcerosa/genética , Inflamación
3.
Biol Psychiatry ; 95(2): 187-198, 2024 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-37454787

RESUMEN

BACKGROUND: Converging evidence from large-scale genetic and postmortem studies highlights the role of aberrant neurotransmission and genetic regulation in brain-related disorders. However, identifying neuronal activity-regulated transcriptional programs in the human brain and understanding how changes contribute to disease remain challenging. METHODS: To better understand how the activity-dependent regulome contributes to risk for brain-related disorders, we profiled the transcriptomic and epigenomic changes following neuronal depolarization in human induced pluripotent stem cell-derived glutamatergic neurons (NGN2) from 6 patients with schizophrenia and 5 control participants. RESULTS: Multiomic data integration associated global patterns of chromatin accessibility with gene expression and identified enhancer-promoter interactions in glutamatergic neurons. Within 1 hour of potassium chloride-induced depolarization, independent of diagnosis, glutamatergic neurons displayed substantial activity-dependent changes in the expression of genes regulating synaptic function. Depolarization-induced changes in the regulome revealed significant heritability enrichment for schizophrenia and Parkinson's disease, adding to mounting evidence that sequence variation within activation-dependent regulatory elements contributes to the genetic risk for brain-related disorders. Gene coexpression network analysis elucidated interactions among activity-dependent and disease-associated genes and pointed to a key driver (NAV3) that interacted with multiple genes involved in axon guidance. CONCLUSIONS: Overall, we demonstrated that deciphering the activity-dependent regulome in glutamatergic neurons reveals novel targets for advanced diagnosis and therapy.


Asunto(s)
Células Madre Pluripotentes Inducidas , Esquizofrenia , Humanos , Células Madre Pluripotentes Inducidas/metabolismo , Regulación de la Expresión Génica , Neuronas/metabolismo , Encéfalo
4.
medRxiv ; 2023 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-38076956

RESUMEN

Microglia, the innate immune cells of the central nervous system, have been genetically implicated in multiple neurodegenerative diseases. We previously mapped the genetic regulation of gene expression and mRNA splicing in human microglia, identifying several loci where common genetic variants in microglia-specific regulatory elements explain disease risk loci identified by GWAS. However, identifying genetic effects on splicing has been challenging due to the use of short sequencing reads to identify causal isoforms. Here we present the isoform-centric microglia genomic atlas (isoMiGA) which leverages the power of long-read RNA-seq to identify 35,879 novel microglia isoforms. We show that the novel microglia isoforms are involved in stimulation response and brain region specificity. We then quantified the expression of both known and novel isoforms in a multi-ethnic meta-analysis of 555 human microglia short-read RNA-seq samples from 391 donors, the largest to date, and found associations with genetic risk loci in Alzheimer's disease and Parkinson's disease. We nominate several loci that may act through complex changes in isoform and splice site usage.

5.
Nucleic Acids Res ; 51(20): 11142-11161, 2023 11 10.
Artículo en Inglés | MEDLINE | ID: mdl-37811875

RESUMEN

The human brain is a complex organ comprised of distinct cell types, and the contribution of the 3D genome to lineage specific gene expression remains poorly understood. To decipher cell type specific genome architecture, and characterize fine scale changes in the chromatin interactome across neural development, we compared the 3D genome of the human fetal cortical plate to that of neurons and glia isolated from the adult prefrontal cortex. We found that neurons have weaker genome compartmentalization compared to glia, but stronger TADs, which emerge during fetal development. Furthermore, relative to glia, the neuronal genome shifts more strongly towards repressive compartments. Neurons have differential TAD boundaries that are proximal to active promoters involved in neurodevelopmental processes. CRISPRi on CNTNAP2 in hIPSC-derived neurons reveals that transcriptional inactivation correlates with loss of insulation at the differential boundary. Finally, re-wiring of chromatin loops during neural development is associated with transcriptional and functional changes. Importantly, differential loops in the fetal cortex are associated with autism GWAS loci, suggesting a neuropsychiatric disease mechanism affecting the chromatin interactome. Furthermore, neural development involves gaining enhancer-promoter loops that upregulate genes that control synaptic activity. Altogether, our study provides multi-scale insights on the 3D genome in the human brain.


Asunto(s)
Encéfalo , Cromatina , Neurogénesis , Adulto , Humanos , Encéfalo/crecimiento & desarrollo , Encéfalo/metabolismo , Cromatina/metabolismo , Genoma , Neuronas
6.
Gut ; 72(7): 1271-1287, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36109152

RESUMEN

OBJECTIVE: IBD therapies and treatments are evolving to deeper levels of remission. Molecular measures of disease may augment current endpoints including the potential for less invasive assessments. DESIGN: Transcriptome analysis on 712 endoscopically defined inflamed (Inf) and 1778 non-inflamed (Non-Inf) intestinal biopsies (n=498 Crohn's disease, n=421 UC and 243 controls) in the Mount Sinai Crohn's and Colitis Registry were used to identify genes differentially expressed between Inf and Non-Inf biopsies and to generate a molecular inflammation score (bMIS) via gene set variance analysis. A circulating MIS (cirMIS) score, reflecting intestinal molecular inflammation, was generated using blood transcriptome data. bMIS/cirMIS was validated as indicators of intestinal inflammation in four independent IBD cohorts. RESULTS: bMIS/cirMIS was strongly associated with clinical, endoscopic and histological disease activity indices. Patients with the same histologic score of inflammation had variable bMIS scores, indicating that bMIS describes a deeper range of inflammation. In available clinical trial data sets, both scores were responsive to IBD treatment. Despite similar baseline endoscopic and histologic activity, UC patients with lower baseline bMIS levels were more likely treatment responders compared with those with higher levels. Finally, among patients with UC in endoscopic and histologic remission, those with lower bMIS levels were less likely to have a disease flare over time. CONCLUSION: Transcriptionally based scores provide an alternative objective and deeper quantification of intestinal inflammation, which could augment current clinical assessments used for disease monitoring and have potential for predicting therapeutic response and patients at higher risk of disease flares.


Asunto(s)
Colitis Ulcerosa , Enfermedad de Crohn , Humanos , Colitis Ulcerosa/patología , Inflamación/genética , Inflamación/patología , Enfermedad de Crohn/patología , Biopsia , Biomarcadores , Mucosa Intestinal/patología
7.
Nat Genet ; 54(8): 1145-1154, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35931864

RESUMEN

Microglia are brain myeloid cells that play a critical role in neuroimmunity and the etiology of Alzheimer's disease (AD), yet our understanding of how the genetic regulatory landscape controls microglial function and contributes to AD is limited. Here, we performed transcriptome and chromatin accessibility profiling in primary human microglia from 150 donors to identify genetically driven variation and cell-specific enhancer-promoter (E-P) interactions. Integrative fine-mapping analysis identified putative regulatory mechanisms for 21 AD risk loci, of which 18 were refined to a single gene, including 3 new candidate risk genes (KCNN4, FIBP and LRRC25). Transcription factor regulatory networks captured AD risk variation and identified SPI1 as a key putative regulator of microglia expression and AD risk. This comprehensive resource capturing variation in the human microglia regulome provides insights into the etiology of neurodegenerative disease.


Asunto(s)
Enfermedad de Alzheimer , Enfermedades Neurodegenerativas , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/metabolismo , Encéfalo/metabolismo , Proteínas Portadoras/genética , Humanos , Proteínas de la Membrana/genética , Microglía/metabolismo , Transcriptoma/genética
8.
Nat Med ; 28(4): 766-779, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35190725

RESUMEN

B cells, which are critical for intestinal homeostasis, remain understudied in ulcerative colitis (UC). In this study, we recruited three cohorts of patients with UC (primary cohort, n = 145; validation cohort 1, n = 664; and validation cohort 2, n = 143) to comprehensively define the landscape of B cells during UC-associated intestinal inflammation. Using single-cell RNA sequencing, single-cell IgH gene sequencing and protein-level validation, we mapped the compositional, transcriptional and clonotypic landscape of mucosal and circulating B cells. We found major perturbations within the mucosal B cell compartment, including an expansion of naive B cells and IgG+ plasma cells with curtailed diversity and maturation. Furthermore, we isolated an auto-reactive plasma cell clone targeting integrin αvß6 from inflamed UC intestines. We also identified a subset of intestinal CXCL13-expressing TFH-like T peripheral helper cells that were associated with the pathogenic B cell response. Finally, across all three cohorts, we confirmed that changes in intestinal humoral immunity are reflected in circulation by the expansion of gut-homing plasmablasts that correlates with disease activity and predicts disease complications. Our data demonstrate a highly dysregulated B cell response in UC and highlight a potential role of B cells in disease pathogenesis.


Asunto(s)
Colitis Ulcerosa , Células Plasmáticas , Linfocitos B , Colitis Ulcerosa/genética , Humanos , Mucosa Intestinal/patología , Recuento de Linfocitos , Linfocitos T Colaboradores-Inductores
9.
Nat Genet ; 54(2): 161-169, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-35058635

RESUMEN

While large-scale, genome-wide association studies (GWAS) have identified hundreds of loci associated with brain-related traits, identification of the variants, genes and molecular mechanisms underlying these traits remains challenging. Integration of GWAS with expression quantitative trait loci (eQTLs) and identification of shared genetic architecture have been widely adopted to nominate genes and candidate causal variants. However, this approach is limited by sample size, statistical power and linkage disequilibrium. We developed the multivariate multiple QTL approach and performed a large-scale, multi-ancestry eQTL meta-analysis to increase power and fine-mapping resolution. Analysis of 3,983 RNA-sequenced samples from 2,119 donors, including 474 non-European individuals, yielded an effective sample size of 3,154. Joint statistical fine-mapping of eQTL and GWAS identified 329 variant-trait pairs for 24 brain-related traits driven by 204 unique candidate causal variants for 189 unique genes. This integrative analysis identifies candidate causal variants and elucidates potential regulatory mechanisms for genes underlying schizophrenia, bipolar disorder and Alzheimer's disease.


Asunto(s)
Enfermedad de Alzheimer/genética , Trastorno Bipolar/genética , Encéfalo/fisiología , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Esquizofrenia/genética , Simulación por Computador , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Fenotipo , RNA-Seq , Grupos Raciales/genética
10.
Gastroenterology ; 162(3): 828-843.e11, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34780722

RESUMEN

BACKGROUND & AIMS: Polygenic and environmental factors are underlying causes of inflammatory bowel disease (IBD). We hypothesized that integration of the genetic loci controlling a metabolite's abundance, with known IBD genetic susceptibility loci, may help resolve metabolic drivers of IBD. METHODS: We measured the levels of 1300 metabolites in the serum of 484 patients with ulcerative colitis (UC) and 464 patients with Crohn's disease (CD) and 365 controls. Differential metabolite abundance was determined for disease status, subtype, clinical and endoscopic disease activity, as well as IBD phenotype including disease behavior, location, and extent. To inform on the genetic basis underlying metabolic diversity, we integrated metabolite and genomic data. Genetic colocalization and Mendelian randomization analyses were performed using known IBD risk loci to explore whether any metabolite was causally associated with IBD. RESULTS: We found 173 genetically controlled metabolites (metabolite quantitative trait loci, 9 novel) within 63 non-overlapping loci (7 novel). Furthermore, several metabolites significantly associated with IBD disease status and activity as defined using clinical and endoscopic indexes. This constitutes a resource for biomarker discovery and IBD biology insights. Using this resource, we show that a novel metabolite quantitative trait locus for serum butyrate levels containing ACADS was not supported as causal for IBD; replicate the association of serum omega-6 containing lipids with the fatty acid desaturase 1/2 locus and identify these metabolites as causal for CD through Mendelian randomization; and validate a novel association of serum plasmalogen and TMEM229B, which was predicted as causal for CD. CONCLUSIONS: An exploratory analysis combining genetics and unbiased serum metabolome surveys can reveal novel biomarkers of disease activity and potential mediators of pathology in IBD.


Asunto(s)
Acil-CoA Deshidrogenasa/genética , Colitis Ulcerosa/genética , Colitis Ulcerosa/metabolismo , Enfermedad de Crohn/genética , Enfermedad de Crohn/metabolismo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores/sangre , Butiratos/sangre , Estudios de Casos y Controles , Niño , Preescolar , Colitis Ulcerosa/sangre , Colitis Ulcerosa/tratamiento farmacológico , Enfermedad de Crohn/sangre , Enfermedad de Crohn/tratamiento farmacológico , Estudios Transversales , Heces/química , Femenino , Estudio de Asociación del Genoma Completo , Genotipo , Células HEK293 , Humanos , Masculino , Análisis de la Aleatorización Mendeliana , Metaboloma , Persona de Mediana Edad , Plasmalógenos/sangre , Plasmalógenos/genética , Sitios de Carácter Cuantitativo , Índice de Severidad de la Enfermedad , Adulto Joven
11.
Gastroenterology ; 161(6): 1953-1968.e15, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34480882

RESUMEN

BACKGROUND AND AIMS: Disease extent varies in ulcerative colitis (UC) from proctitis to left-sided colitis to pancolitis and is a major prognostic factor. When the extent of UC is limited there is often a sharp demarcation between macroscopically involved and uninvolved areas and what defines this or subsequent extension is unknown. We characterized the demarcation site molecularly and determined genes associated with subsequent disease extension. METHODS: We performed RNA sequence analysis of biopsy specimens from UC patients with endoscopically and histologically confirmed limited disease, of which a subset later extended. Biopsy specimens were obtained from the endoscopically inflamed upper (proximal) limit of disease, immediately adjacent to the uninvolved colon, as well as at more proximal, endoscopically uninflamed colonic segments. RESULTS: Differentially expressed genes were identified in the endoscopically inflamed biopsy specimens taken at each patient's most proximal diseased site relative to healthy controls. Expression of these genes in the more proximal biopsy specimens transitioned back to control levels abruptly or gradually, the latter pattern supporting the concept that disease exists beyond the endoscopic disease demarcation site. The gradually transitioning genes were associated with inflammation, angiogenesis, glucuronidation, and homeodomain pathways. A subset of these genes in inflamed biopsy specimens was found to predict disease extension better than clinical features and were responsive to biologic therapies. Network analysis revealed critical roles for interferon signaling in UC inflammation and poly(ADP-ribose) polymerase 14 (PARP14) was a predicted key driver gene of extension. Higher PARP14 protein levels were found in inflamed biopsy specimens of patients with limited UC that subsequently extended. CONCLUSION: Molecular predictors of disease extension reveal novel strategies for disease prognostication and potential therapeutic targeting.


Asunto(s)
Colitis Ulcerosa/genética , Colon/metabolismo , Perfilación de la Expresión Génica , Poli(ADP-Ribosa) Polimerasas/genética , Análisis de Secuencia de ARN , Transcriptoma , Teorema de Bayes , Biopsia , Estudios de Casos y Controles , Colitis Ulcerosa/metabolismo , Colitis Ulcerosa/patología , Colon/patología , Estudios Transversales , Regulación de la Expresión Génica , Redes Reguladoras de Genes , Humanos , Gravedad del Paciente , Poli(ADP-Ribosa) Polimerasas/metabolismo , Valor Predictivo de las Pruebas , Transducción de Señal
12.
Cell Mol Gastroenterol Hepatol ; 12(2): 599-632, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33813036

RESUMEN

BACKGROUND: Inflammatory bowel disease (IBD) is a complex disease with variable presentation, progression, and response to therapies. Current disease classification is based on subjective clinical phenotypes. The peripheral blood immunophenome can reflect local inflammation, and thus we measured 39 circulating immune cell types in a large cohort of IBD and control subjects and performed immunotype:phenotype associations. METHODS: We performed fluorescence-activated cell sorting or CyTOF analysis on blood from 728 Crohn's disease, 464 ulcerative colitis, and 334 non-IBD patients, with available demographics, endoscopic and clinical examinations and medication use. RESULTS: We observed few immune cell types commonly affected in IBD (lowered natural killer cells, B cells, and CD45RA- CD8 T cells). Generally, the immunophenome was distinct between ulcerative colitis and Crohn's disease. Within disease subtype, there were further distinctions, with specific immune cell types associating with disease duration, behavior, and location. Thiopurine monotherapy altered abundance of many cell types, often in the same direction as disease association, while anti-tumor necrosis factor (anti-TNF) monotherapy demonstrated an opposing pattern. Concomitant use of an anti-TNF and thiopurine was not synergistic, but rather was additive. For example, thiopurine monotherapy use alone or in combination with anti-TNF was associated with a dramatic reduction in major subclasses of B cells. CONCLUSIONS: We present a peripheral map of immune cell changes in IBD related to disease entity and therapies as a resource for hypothesis generation. We propose the changes in B cell subsets could affect antibody formation and potentially explain the mechanism behind the superiority of combination therapy through the impact of thiopurines on pharmacokinetics of anti-TNFs.


Asunto(s)
Sistema Inmunológico/patología , Enfermedades Inflamatorias del Intestino/inmunología , Enfermedades Inflamatorias del Intestino/terapia , Adulto , Linfocitos B/inmunología , Estudios de Casos y Controles , Estudios de Cohortes , Colitis Ulcerosa/sangre , Colitis Ulcerosa/diagnóstico , Colitis Ulcerosa/inmunología , Colitis Ulcerosa/terapia , Terapia Combinada , Enfermedad de Crohn/sangre , Enfermedad de Crohn/diagnóstico , Enfermedad de Crohn/inmunología , Enfermedad de Crohn/terapia , Femenino , Humanos , Inmunofenotipificación , Enfermedades Inflamatorias del Intestino/sangre , Enfermedades Inflamatorias del Intestino/diagnóstico , Masculino , Mercaptopurina/uso terapéutico , Persona de Mediana Edad , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Linfocitos T/inmunología , Factor de Necrosis Tumoral alfa/antagonistas & inhibidores
14.
Hum Mol Genet ; 30(6): 514-523, 2021 04 30.
Artículo en Inglés | MEDLINE | ID: mdl-33601420

RESUMEN

Epidemiological studies have long recognized risky behaviors as potentially modifiable factors for the onset and flares of inflammatory bowel disease (IBD); yet, the underlying mechanisms are largely unknown. Recently, the genetic susceptibilities to cigarette smoking, alcohol and cannabis use [i.e. substance use (SU)] have been characterized by well-powered genome-wide association studies (GWASs). We aimed to assess the impact of genetic determinants of SU on IBD risk. Using Mount Sinai Crohn's and Colitis Registry (MSCCR) cohort of 1058 IBD cases and 188 healthy controls, we computed the polygenic risk score (PRS) for SU and correlated them with the observed IBD diagnoses, while adjusting for genetic ancestry, PRS for IBD and SU behavior at enrollment. The results were validated in a pediatric cohort with no SU exposure. PRS of alcohol consumption (DrnkWk), smoking cessation and age of smoking initiation, were associated with IBD risk in MSCCR even after adjustment for PRSIBD and actual smoking status. One interquartile range decrease in PRSDrnkWk was significantly associated to higher IBD risk (i.e. inverse association) (with odds ratio = 1.65 and 95% confidence interval: 1.32, 2.06). The association was replicated in a pediatric Crohn's disease cohort. Colocalization analysis identified a locus on chromosome 16 with polymorphisms in IL27, SULT1A2 and SH2B1, which reached genome-wide statistical significance in GWAS (P < 7.7e-9) for both alcohol consumption and IBD risk. This study demonstrated that the genetic predisposition to SU was associated with IBD risk, independent of PRSIBD and in the absence of SU behaviors. Our study may help further stratify individuals at risk of IBD.


Asunto(s)
Consumo de Bebidas Alcohólicas/efectos adversos , Biomarcadores/metabolismo , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Enfermedades Inflamatorias del Intestino/diagnóstico , Polimorfismo de Nucleótido Simple , Adolescente , Estudios de Casos y Controles , Niño , Preescolar , Estudios de Cohortes , Femenino , Humanos , Lactante , Enfermedades Inflamatorias del Intestino/etiología , Enfermedades Inflamatorias del Intestino/metabolismo , Masculino , Factores de Riesgo
15.
Gastroenterology ; 160(1): 287-301.e20, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-32980345

RESUMEN

BACKGROUND AND AIMS: The presence of gastrointestinal symptoms and high levels of viral RNA in the stool suggest active severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) replication within enterocytes. METHODS: Here, in multiple, large cohorts of patients with inflammatory bowel disease (IBD), we have studied the intersections between Coronavirus Disease 2019 (COVID-19), intestinal inflammation, and IBD treatment. RESULTS: A striking expression of ACE2 on the small bowel enterocyte brush border supports intestinal infectivity by SARS-CoV-2. Commonly used IBD medications, both biologic and nonbiologic, do not significantly impact ACE2 and TMPRSS2 receptor expression in the uninflamed intestines. In addition, we have defined molecular responses to COVID-19 infection that are also enriched in IBD, pointing to shared molecular networks between COVID-19 and IBD. CONCLUSIONS: These data generate a novel appreciation of the confluence of COVID-19- and IBD-associated inflammation and provide mechanistic insights supporting further investigation of specific IBD drugs in the treatment of COVID-19. Preprint doi: https://doi.org/10.1101/2020.05.21.109124.


Asunto(s)
Enzima Convertidora de Angiotensina 2/metabolismo , COVID-19/enzimología , Enfermedades Inflamatorias del Intestino/enzimología , Mucosa Intestinal/enzimología , SARS-CoV-2/patogenicidad , Serina Endopeptidasas/metabolismo , Enzima Convertidora de Angiotensina 2/genética , Animales , Antiinflamatorios/uso terapéutico , Antivirales/uso terapéutico , COVID-19/genética , COVID-19/virología , Estudios de Casos y Controles , Ensayos Clínicos como Asunto , Estudios Transversales , Modelos Animales de Enfermedad , Femenino , Redes Reguladoras de Genes , Interacciones Huésped-Patógeno , Humanos , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Enfermedades Inflamatorias del Intestino/genética , Mucosa Intestinal/efectos de los fármacos , Mucosa Intestinal/virología , Estudios Longitudinales , Masculino , Ratones , SARS-CoV-2/efectos de los fármacos , Serina Endopeptidasas/genética , Transducción de Señal , Tratamiento Farmacológico de COVID-19
16.
BMC Genet ; 20(1): 52, 2019 07 02.
Artículo en Inglés | MEDLINE | ID: mdl-31266448

RESUMEN

BACKGROUND: Genetic diversity is known to confer survival advantage in many species across the tree of life. Here, we hypothesize that such pattern applies to humans as well and could be a result of higher fitness in individuals with higher genomic heterozygosity. RESULTS: We use healthy aging as a proxy for better health and fitness, and observe greater heterozygosity in healthy-aged individuals. Specifically, we find that only common genetic variants show significantly higher excess of heterozygosity in the healthy-aged cohort. Lack of difference in heterozygosity for low-frequency variants or disease-associated variants excludes the possibility of compensation for deleterious recessive alleles as a mechanism. In addition, coding SNPs with the highest excess of heterozygosity in the healthy-aged cohort are enriched in genes involved in extracellular matrix and glycoproteins, a group of genes known to be under long-term balancing selection. We also find that individual heterozygosity rate is a significant predictor of electronic health record (EHR)-based estimates of 10-year survival probability in men but not in women, accounting for several factors including age and ethnicity. CONCLUSIONS: Our results demonstrate that the genomic heterozygosity is associated with human healthspan, and that the relationship between higher heterozygosity and healthy aging could be explained by heterozygote advantage. Further characterization of this relationship will have important implications in aging-associated disease risk prediction.


Asunto(s)
Genoma Humano , Estudio de Asociación del Genoma Completo , Genómica , Envejecimiento Saludable/genética , Heterocigoto , Alelos , Femenino , Frecuencia de los Genes , Variación Genética , Estudio de Asociación del Genoma Completo/métodos , Genómica/métodos , Humanos , Masculino , Polimorfismo de Nucleótido Simple
17.
Elife ; 82019 01 22.
Artículo en Inglés | MEDLINE | ID: mdl-30666957

RESUMEN

To identify factors that regulate gut microbiota density and the impact of varied microbiota density on health, we assayed this fundamental ecosystem property in fecal samples across mammals, human disease, and therapeutic interventions. Physiologic features of the host (carrying capacity) and the fitness of the gut microbiota shape microbiota density. Therapeutic manipulation of microbiota density in mice altered host metabolic and immune homeostasis. In humans, gut microbiota density was reduced in Crohn's disease, ulcerative colitis, and ileal pouch-anal anastomosis. The gut microbiota in recurrent Clostridium difficile infection had lower density and reduced fitness that were restored by fecal microbiota transplantation. Understanding the interplay between microbiota and disease in terms of microbiota density, host carrying capacity, and microbiota fitness provide new insights into microbiome structure and microbiome targeted therapeutics. Editorial note: This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).


Asunto(s)
Infecciones por Clostridium/microbiología , Enfermedad de Crohn/microbiología , Trasplante de Microbiota Fecal , Microbioma Gastrointestinal , Adiposidad , Adulto , Anciano , Anciano de 80 o más Años , Animales , Clostridioides difficile , Femenino , Homeostasis , Humanos , Íleon/microbiología , Sistema Inmunológico , Enfermedades Inflamatorias del Intestino , Masculino , Ratones , Ratones Endogámicos C57BL , Microbiota , Persona de Mediana Edad , Membrana Mucosa/microbiología , Fenotipo , ARN Ribosómico 16S/metabolismo , Especificidad de la Especie , Adulto Joven
18.
Evol Appl ; 11(4): 394-403, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29636794

RESUMEN

More is not automatically better. Generation and accumulation of information reflecting the complexity of zoonotic diseases as ecological systems do not necessarily lead to improved interpretation of the obtained information and understanding of these complex systems. The traditional conceptual framework for analysis of diseases ecology is neither designed for, nor adaptable enough, to absorb the mass of diverse sources of relevant information. The multidirectional and multidimensional approaches to analyses form an inevitable part in defining a role of zoonotic pathogens and animal hosts considering the complexity of their inter-relations. And the more data we have, the more involved the interpretation needs to be. The keyword for defining the roles of microbes as pathogens, animals as hosts, and environmental parameters as infection drivers is "functional importance." Microbes can act as pathogens toward their host only if/when they recognize the animal organism as the target. The same is true when the host recognizes the microbe as a pathogen rather than harmless symbiont based on the context of its occurrence in that host. Here, we propose conceptual tools developed in the realm of the interdisciplinary sciences of complexity and biosemiotics for extending beyond the currently dominant mindset in ecology and evolution of infectious diseases. We also consider four distinct hierarchical levels of perception guiding how investigators can approach zoonotic agents, as a subject of their research, representing differences in emphasizing particular elements and their relations versus more unified systemic approaches.

19.
Bioinformatics ; 33(11): 1689-1695, 2017 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-28158442

RESUMEN

MOTIVATION: Recent advances in mass cytometry allow simultaneous measurements of up to 50 markers at single-cell resolution. However, the high dimensionality of mass cytometry data introduces computational challenges for automated data analysis and hinders translation of new biological understanding into clinical applications. Previous studies have applied machine learning to facilitate processing of mass cytometry data. However, manual inspection is still inevitable and becoming the barrier to reliable large-scale analysis. RESULTS: We present a new algorithm called utomated ell-type iscovery and lassification (ACDC) that fully automates the classification of canonical cell populations and highlights novel cell types in mass cytometry data. Evaluations on real-world data show ACDC provides accurate and reliable estimations compared to manual gating results. Additionally, ACDC automatically classifies previously ambiguous cell types to facilitate discovery. Our findings suggest that ACDC substantially improves both reliability and interpretability of results obtained from high-dimensional mass cytometry profiling data. AVAILABILITY AND IMPLEMENTATION: A Python package (Python 3) and analysis scripts for reproducing the results are availability on https://bitbucket.org/dudleylab/acdc . CONTACT: brian.kidd@mssm.edu or joel.dudley@mssm.edu. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Biomarcadores/análisis , Biología Computacional/métodos , Citofotometría/métodos , Aprendizaje Automático , Análisis de la Célula Individual/métodos , Animales , Análisis por Conglomerados , Humanos , Leucocitos/clasificación , Reproducibilidad de los Resultados
20.
J Allergy Clin Immunol ; 139(6): 1885-1896.e9, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28192147

RESUMEN

BACKGROUND: Food protein-induced enterocolitis syndrome (FPIES) is a non-IgE-mediated food allergy of infancy whose pathophysiology is poorly understood. OBJECTIVES: We set out to identify and phenotype allergen-responsive cells in peripheral blood of a cohort of subjects undergoing supervised food challenge for FPIES. METHODS: We profiled antigen-responsive cells in PBMCs by flow cytometry, and examined cells in whole blood obtained before and after challenge by CyTOF mass cytometry and RNAseq. RESULTS: Using a CD154-based detection approach, we observed that milk, soy, or rice-responsive T cells, and TNF-α-producing CD154+ T cells, were significantly lower in those with outgrown FPIES compared with those with active FPIES. However, levels were within the normal range and were inconsistent with a role in the pathophysiology of FPIES. Profiling of whole blood by CyTOF demonstrated profound activation of cells of the innate immune system after food challenge, including monocytes, neutrophils, natural killer cells, and eosinophils. Activation was not observed in children with outgrown FPIES. We confirmed this pattern of innate immune activation in a larger cohort by RNAseq. Furthermore, we observed pan-T-cell activation and redistribution from the circulation after a positive food challenge but not in those who had outgrown their FPIES. CONCLUSIONS: Our data demonstrate a compelling role of systemic innate immune activation in adverse reactions elicited by foods in FPIES. Further investigation is needed to identify the mechanism of antigen specificity of adverse reactions to foods in FPIES.


Asunto(s)
Enterocolitis/inmunología , Hipersensibilidad a los Alimentos/inmunología , Adolescente , Adulto , Alérgenos/inmunología , Animales , Niño , Preescolar , Femenino , Humanos , Inmunidad Innata , Lactante , Recuento de Leucocitos , Leucocitos/citología , Leucocitos/inmunología , Masculino , Síndrome , Linfocitos T/inmunología , Adulto Joven
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