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1.
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
2.
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
3.
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
4.
Nat Commun ; 12(1): 4854, 2021 08 11.
Artículo en Inglés | MEDLINE | ID: mdl-34381049

RESUMEN

Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and pathology of multiple organs in individuals under 21 years of age in the weeks following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Although an autoimmune pathogenesis has been proposed, the genes, pathways and cell types causal to this new disease remain unknown. Here we perform RNA sequencing of blood from patients with MIS-C and controls to find disease-associated genes clustered in a co-expression module annotated to CD56dimCD57+ natural killer (NK) cells and exhausted CD8+ T cells. A similar transcriptome signature is replicated in an independent cohort of Kawasaki disease (KD), the related condition after which MIS-C was initially named. Probing a probabilistic causal network previously constructed from over 1,000 blood transcriptomes both validates the structure of this module and reveals nine key regulators, including TBX21, a central coordinator of exhausted CD8+ T cell differentiation. Together, this unbiased, transcriptome-wide survey implicates downregulation of NK cells and cytotoxic T cell exhaustion in the pathogenesis of MIS-C.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , COVID-19/inmunología , Síndrome de Respuesta Inflamatoria Sistémica/inmunología , Transcriptoma/inmunología , Adolescente , Antígeno CD56/metabolismo , Antígenos CD57/metabolismo , Linfocitos T CD8-positivos/metabolismo , COVID-19/genética , Niño , Preescolar , Regulación hacia Abajo , Femenino , Humanos , Lactante , Recién Nacido , Células Asesinas Naturales/inmunología , Células Asesinas Naturales/metabolismo , Masculino , Síndrome Mucocutáneo Linfonodular/genética , Síndrome Mucocutáneo Linfonodular/inmunología , SARS-CoV-2/patogenicidad , Síndrome de Respuesta Inflamatoria Sistémica/genética , Adulto Joven
6.
medRxiv ; 2020 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-32909006

RESUMEN

Multisystem inflammatory syndrome in children (MIS-C) presents with fever, inflammation and multiple organ involvement in individuals under 21 years following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. To identify genes, pathways and cell types driving MIS-C, we sequenced the blood transcriptomes of MIS-C cases, pediatric cases of coronavirus disease 2019, and healthy controls. We define a MIS-C transcriptional signature partially shared with the transcriptional response to SARS-CoV-2 infection and with the signature of Kawasaki disease, a clinically similar condition. By projecting the MIS-C signature onto a co-expression network, we identified disease gene modules and found genes downregulated in MIS-C clustered in a module enriched for the transcriptional signatures of exhausted CD8 + T-cells and CD56 dim CD57 + NK cells. Bayesian network analyses revealed nine key regulators of this module, including TBX21 , a central coordinator of exhausted CD8 + T-cell differentiation. Together, these findings suggest dysregulated cytotoxic lymphocyte response to SARS-Cov-2 infection in MIS-C.

7.
Nat Commun ; 11(1): 3942, 2020 08 07.
Artículo en Inglés | MEDLINE | ID: mdl-32770063

RESUMEN

Though discovered over 100 years ago, the molecular foundation of sporadic Alzheimer's disease (AD) remains elusive. To better characterize the complex nature of AD, we constructed multiscale causal networks on a large human AD multi-omics dataset, integrating clinical features of AD, DNA variation, and gene- and protein-expression. These probabilistic causal models enabled detection, prioritization and replication of high-confidence master regulators of AD-associated networks, including the top predicted regulator, VGF. Overexpression of neuropeptide precursor VGF in 5xFAD mice partially rescued beta-amyloid-mediated memory impairment and neuropathology. Molecular validation of network predictions downstream of VGF was also achieved in this AD model, with significant enrichment for homologous genes identified as differentially expressed in 5xFAD brains overexpressing VGF. Our findings support a causal role for VGF in protecting against AD pathogenesis and progression.


Asunto(s)
Enfermedad de Alzheimer/etiología , Encéfalo/patología , Factores de Crecimiento Nervioso/metabolismo , Mapas de Interacción de Proteínas , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/patología , Péptidos beta-Amiloides/metabolismo , Animales , Conjuntos de Datos como Asunto , Modelos Animales de Enfermedad , Femenino , Perfilación de la Expresión Génica , Redes Reguladoras de Genes , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Ratones , Ratones Transgénicos , Factores de Crecimiento Nervioso/genética , Mapeo de Interacción de Proteínas , Proteómica
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