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1.
Cell ; 187(5): 1191-1205.e15, 2024 Feb 29.
Artículo en Inglés | MEDLINE | ID: mdl-38366592

RESUMEN

Carbohydrate intolerance, commonly linked to the consumption of lactose, fructose, or sorbitol, affects up to 30% of the population in high-income countries. Although sorbitol intolerance is attributed to malabsorption, the underlying mechanism remains unresolved. Here, we show that a history of antibiotic exposure combined with high fat intake triggered long-lasting sorbitol intolerance in mice by reducing Clostridia abundance, which impaired microbial sorbitol catabolism. The restoration of sorbitol catabolism by inoculation with probiotic Escherichia coli protected mice against sorbitol intolerance but did not restore Clostridia abundance. Inoculation with the butyrate producer Anaerostipes caccae restored a normal Clostridia abundance, which protected mice against sorbitol-induced diarrhea even when the probiotic was cleared. Butyrate restored Clostridia abundance by stimulating epithelial peroxisome proliferator-activated receptor-gamma (PPAR-γ) signaling to restore epithelial hypoxia in the colon. Collectively, these mechanistic insights identify microbial sorbitol catabolism as a potential target for approaches for the diagnosis, treatment, and prevention of sorbitol intolerance.


Asunto(s)
Errores Innatos del Metabolismo de los Carbohidratos , Microbioma Gastrointestinal , Sorbitol , Animales , Ratones , Antibacterianos/farmacología , Butiratos , Clostridium , Escherichia coli , Sorbitol/metabolismo
3.
Nature ; 485(7399): 502-6, 2012 May 09.
Artículo en Inglés | MEDLINE | ID: mdl-22622578

RESUMEN

Melanoma is notable for its metastatic propensity, lethality in the advanced setting and association with ultraviolet exposure early in life. To obtain a comprehensive genomic view of melanoma in humans, we sequenced the genomes of 25 metastatic melanomas and matched germline DNA. A wide range of point mutation rates was observed: lowest in melanomas whose primaries arose on non-ultraviolet-exposed hairless skin of the extremities (3 and 14 per megabase (Mb) of genome), intermediate in those originating from hair-bearing skin of the trunk (5-55 per Mb), and highest in a patient with a documented history of chronic sun exposure (111 per Mb). Analysis of whole-genome sequence data identified PREX2 (phosphatidylinositol-3,4,5-trisphosphate-dependent Rac exchange factor 2)--a PTEN-interacting protein and negative regulator of PTEN in breast cancer--as a significantly mutated gene with a mutation frequency of approximately 14% in an independent extension cohort of 107 human melanomas. PREX2 mutations are biologically relevant, as ectopic expression of mutant PREX2 accelerated tumour formation of immortalized human melanocytes in vivo. Thus, whole-genome sequencing of human melanoma tumours revealed genomic evidence of ultraviolet pathogenesis and discovered a new recurrently mutated gene in melanoma.


Asunto(s)
Genoma Humano/genética , Factores de Intercambio de Guanina Nucleótido/genética , Melanoma/genética , Mutación/genética , Luz Solar/efectos adversos , Puntos de Rotura del Cromosoma/efectos de la radiación , Daño del ADN , Análisis Mutacional de ADN , Regulación Neoplásica de la Expresión Génica , Factores de Intercambio de Guanina Nucleótido/metabolismo , Humanos , Melanocitos/metabolismo , Melanocitos/patología , Melanoma/patología , Mutagénesis/efectos de la radiación , Mutación/efectos de la radiación , Oncogenes/genética , Rayos Ultravioleta/efectos adversos
4.
Nature ; 483(7391): 603-7, 2012 Mar 28.
Artículo en Inglés | MEDLINE | ID: mdl-22460905

RESUMEN

The systematic translation of cancer genomic data into knowledge of tumour biology and therapeutic possibilities remains challenging. Such efforts should be greatly aided by robust preclinical model systems that reflect the genomic diversity of human cancers and for which detailed genetic and pharmacological annotation is available. Here we describe the Cancer Cell Line Encyclopedia (CCLE): a compilation of gene expression, chromosomal copy number and massively parallel sequencing data from 947 human cancer cell lines. When coupled with pharmacological profiles for 24 anticancer drugs across 479 of the cell lines, this collection allowed identification of genetic, lineage, and gene-expression-based predictors of drug sensitivity. In addition to known predictors, we found that plasma cell lineage correlated with sensitivity to IGF1 receptor inhibitors; AHR expression was associated with MEK inhibitor efficacy in NRAS-mutant lines; and SLFN11 expression predicted sensitivity to topoisomerase inhibitors. Together, our results indicate that large, annotated cell-line collections may help to enable preclinical stratification schemata for anticancer agents. The generation of genetic predictions of drug response in the preclinical setting and their incorporation into cancer clinical trial design could speed the emergence of 'personalized' therapeutic regimens.


Asunto(s)
Bases de Datos Factuales , Ensayos de Selección de Medicamentos Antitumorales/métodos , Enciclopedias como Asunto , Modelos Biológicos , Neoplasias/tratamiento farmacológico , Neoplasias/patología , Antineoplásicos/farmacología , Línea Celular Tumoral , Linaje de la Célula , Cromosomas Humanos/genética , Ensayos Clínicos como Asunto/métodos , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Genes ras/genética , Genoma Humano/genética , Genómica , Humanos , Quinasas de Proteína Quinasa Activadas por Mitógenos/antagonistas & inhibidores , Quinasas de Proteína Quinasa Activadas por Mitógenos/metabolismo , Neoplasias/genética , Neoplasias/metabolismo , Farmacogenética , Células Plasmáticas/citología , Células Plasmáticas/efectos de los fármacos , Células Plasmáticas/metabolismo , Medicina de Precisión/métodos , Receptor IGF Tipo 1/antagonistas & inhibidores , Receptor IGF Tipo 1/metabolismo , Receptores de Hidrocarburo de Aril/genética , Receptores de Hidrocarburo de Aril/metabolismo , Análisis de Secuencia de ADN , Inhibidores de Topoisomerasa/farmacología
5.
Nature ; 470(7333): 214-20, 2011 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-21307934

RESUMEN

Prostate cancer is the second most common cause of male cancer deaths in the United States. However, the full range of prostate cancer genomic alterations is incompletely characterized. Here we present the complete sequence of seven primary human prostate cancers and their paired normal counterparts. Several tumours contained complex chains of balanced (that is, 'copy-neutral') rearrangements that occurred within or adjacent to known cancer genes. Rearrangement breakpoints were enriched near open chromatin, androgen receptor and ERG DNA binding sites in the setting of the ETS gene fusion TMPRSS2-ERG, but inversely correlated with these regions in tumours lacking ETS fusions. This observation suggests a link between chromatin or transcriptional regulation and the genesis of genomic aberrations. Three tumours contained rearrangements that disrupted CADM2, and four harboured events disrupting either PTEN (unbalanced events), a prostate tumour suppressor, or MAGI2 (balanced events), a PTEN interacting protein not previously implicated in prostate tumorigenesis. Thus, genomic rearrangements may arise from transcriptional or chromatin aberrancies and engage prostate tumorigenic mechanisms.


Asunto(s)
Genoma Humano/genética , Neoplasias de la Próstata/genética , Proteínas Adaptadoras Transductoras de Señales , Proteínas Portadoras/genética , Estudios de Casos y Controles , Moléculas de Adhesión Celular/genética , Cromatina/genética , Cromatina/metabolismo , Aberraciones Cromosómicas , Puntos de Rotura del Cromosoma , Epigénesis Genética/genética , Regulación Neoplásica de la Expresión Génica , Guanilato-Quinasas , Humanos , Masculino , Fosfohidrolasa PTEN/genética , Fosfohidrolasa PTEN/metabolismo , Recombinación Genética/genética , Transducción de Señal/genética , Transcripción Genética
6.
Nature ; 471(7339): 467-72, 2011 Mar 24.
Artículo en Inglés | MEDLINE | ID: mdl-21430775

RESUMEN

Multiple myeloma is an incurable malignancy of plasma cells, and its pathogenesis is poorly understood. Here we report the massively parallel sequencing of 38 tumour genomes and their comparison to matched normal DNAs. Several new and unexpected oncogenic mechanisms were suggested by the pattern of somatic mutation across the data set. These include the mutation of genes involved in protein translation (seen in nearly half of the patients), genes involved in histone methylation, and genes involved in blood coagulation. In addition, a broader than anticipated role of NF-κB signalling was indicated by mutations in 11 members of the NF-κB pathway. Of potential immediate clinical relevance, activating mutations of the kinase BRAF were observed in 4% of patients, suggesting the evaluation of BRAF inhibitors in multiple myeloma clinical trials. These results indicate that cancer genome sequencing of large collections of samples will yield new insights into cancer not anticipated by existing knowledge.


Asunto(s)
Genoma Humano/genética , Mieloma Múltiple/genética , Mutación/genética , Secuencia de Aminoácidos , Coagulación Sanguínea/genética , Islas de CpG/genética , Análisis Mutacional de ADN , Reparación del ADN/genética , Exones/genética , Complejo Multienzimático de Ribonucleasas del Exosoma , Genómica , Histonas/metabolismo , Proteínas de Homeodominio/genética , Homeostasis/genética , Humanos , Metilación , Modelos Moleculares , Datos de Secuencia Molecular , Mieloma Múltiple/tratamiento farmacológico , Mieloma Múltiple/enzimología , Mieloma Múltiple/metabolismo , FN-kappa B/metabolismo , Oncogenes/genética , Sistemas de Lectura Abierta/genética , Biosíntesis de Proteínas/genética , Conformación Proteica , Proteínas Proto-Oncogénicas B-raf/antagonistas & inhibidores , Proteínas Proto-Oncogénicas B-raf/genética , Proteínas Proto-Oncogénicas B-raf/metabolismo , Procesamiento Postranscripcional del ARN/genética , Ribonucleasas/química , Ribonucleasas/genética , Transducción de Señal/genética , Transcripción Genética/genética
7.
Am J Hum Genet ; 88(1): 57-69, 2011 Jan 07.
Artículo en Inglés | MEDLINE | ID: mdl-21211616

RESUMEN

Discovering and following up on genetic associations with complex phenotypes require large patient cohorts. This is particularly true for patient cohorts of diverse ancestry and clinically relevant subsets of disease. The ability to mine the electronic health records (EHRs) of patients followed as part of routine clinical care provides a potential opportunity to efficiently identify affected cases and unaffected controls for appropriate-sized genetic studies. Here, we demonstrate proof-of-concept that it is possible to use EHR data linked with biospecimens to establish a multi-ethnic case-control cohort for genetic research of a complex disease, rheumatoid arthritis (RA). In 1,515 EHR-derived RA cases and 1,480 controls matched for both genetic ancestry and disease-specific autoantibodies (anti-citrullinated protein antibodies [ACPA]), we demonstrate that the odds ratios and aggregate genetic risk score (GRS) of known RA risk alleles measured in individuals of European ancestry within our EHR cohort are nearly identical to those derived from a genome-wide association study (GWAS) of 5,539 autoantibody-positive RA cases and 20,169 controls. We extend this approach to other ethnic groups and identify a large overlap in the GRS among individuals of European, African, East Asian, and Hispanic ancestry. We also demonstrate that the distribution of a GRS based on 28 non-HLA risk alleles in ACPA+ cases partially overlaps with ACPA- subgroup of RA cases. Our study demonstrates that the genetic basis of rheumatoid arthritis risk is similar among cases of diverse ancestry divided into subsets based on ACPA status and emphasizes the utility of linking EHR clinical data with biospecimens for genetic studies.


Asunto(s)
Artritis Reumatoide/genética , Artritis Reumatoide/inmunología , Autoanticuerpos/sangre , Registros Electrónicos de Salud , Predisposición Genética a la Enfermedad , Artritis Reumatoide/sangre , Pueblo Asiatico/genética , Población Negra/genética , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Frecuencia de los Genes , Estudio de Asociación del Genoma Completo , Hispánicos o Latinos/genética , Humanos , Masculino , Persona de Mediana Edad , Riesgo , Población Blanca/genética
8.
STAR Protoc ; 4(3): 102512, 2023 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-37566547

RESUMEN

Antimicrobial susceptibility testing is used to determine the minimum inhibitory concentration (MIC), the standard measurement of antibiotic activity. Here, we present a protocol for evaluating MIC values of clinically relevant antibiotics against bacterial isolates cultured in standard bacteriologic medium and in mammalian cell culture medium. We describe steps for pathogen identification, culturing bacteria, preparing MIC plates, MIC assay incubation, and determining MIC. This protocol can potentially optimize the use of existing antibiotics while enhancing efforts to discover new ones. For complete details on the use and execution of this protocol, please refer to Heithoff et al.1.


Asunto(s)
Antibacterianos , Bacterias , Animales , Antibacterianos/farmacología , Pruebas de Sensibilidad Microbiana , Mamíferos
9.
Cell Rep Med ; 4(5): 101023, 2023 05 16.
Artículo en Inglés | MEDLINE | ID: mdl-37116500

RESUMEN

Accurate assessment of antibiotic susceptibility is critical for treatment of antimicrobial resistant (AMR) infections. Here, we examine whether antimicrobial susceptibility testing in media more physiologically representative of in vivo conditions improves prediction of clinical outcome relative to standard bacteriologic medium. This analysis reveals that ∼15% of minimum inhibitory concentration (MIC) values obtained in physiologic media predicted a change in susceptibility that crossed a clinical breakpoint used to categorize patient isolates as susceptible or resistant. The activities of antibiotics having discrepant results in different media were evaluated in murine sepsis models. Testing in cell culture medium improves the accuracy by which MIC assays predict in vivo efficacy. This analysis identifies several antibiotics for treatment of AMR infections that standard testing failed to identify and those that are ineffective despite indicated use by standard testing. Methods with increased diagnostic accuracy mitigate the AMR crisis via utilizing existing agents and optimizing drug discovery.


Asunto(s)
Antibacterianos , Antiinfecciosos , Humanos , Animales , Ratones , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Farmacorresistencia Bacteriana , Pruebas de Sensibilidad Microbiana
10.
mBio ; 14(1): e0306822, 2023 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-36475773

RESUMEN

Immune cells must be able to adjust their metabolic programs to effectively carry out their effector functions. Here, we show that the endoplasmic reticulum (ER) stress sensor Inositol-requiring enzyme 1 alpha (IRE1α) and its downstream transcription factor X box binding protein 1 (XBP1) enhance the upregulation of glycolysis in classically activated macrophages (CAMs). The IRE1α-XBP1 signaling axis supports this glycolytic switch in macrophages when activated by lipopolysaccharide (LPS) stimulation or infection with the intracellular bacterial pathogen Brucella abortus. Importantly, these different inflammatory stimuli have distinct mechanisms of IRE1α activation; while Toll-like receptor 4 (TLR4) supports glycolysis under both conditions, TLR4 is required for activation of IRE1α in response to LPS treatment but not B. abortus infection. Though IRE1α and XBP1 are necessary for maximal induction of glycolysis in CAMs, activation of this pathway is not sufficient to increase the glycolytic rate of macrophages, indicating that the cellular context in which this pathway is activated ultimately dictates the cell's metabolic response and that IRE1α activation may be a way to fine-tune metabolic reprogramming. IMPORTANCE The immune system must be able to tailor its response to different types of pathogens in order to eliminate them and protect the host. When confronted with bacterial pathogens, macrophages, frontline defenders in the immune system, switch to a glycolysis-driven metabolism to carry out their antibacterial functions. Here, we show that IRE1α, a sensor of ER stress, and its downstream transcription factor XBP1 support glycolysis in macrophages during infection with Brucella abortus or challenge with Salmonella LPS. Interestingly, these stimuli activate IRE1α by independent mechanisms. While the IRE1α-XBP1 signaling axis promotes the glycolytic switch, activation of this pathway is not sufficient to increase glycolysis in macrophages. This study furthers our understanding of the pathways that drive macrophage immunometabolism and highlights a new role for IRE1α and XBP1 in innate immunity.


Asunto(s)
Proteínas Serina-Treonina Quinasas , Receptor Toll-Like 4 , Proteínas Serina-Treonina Quinasas/genética , Receptor Toll-Like 4/metabolismo , Endorribonucleasas/metabolismo , Proteína 1 de Unión a la X-Box/genética , Proteína 1 de Unión a la X-Box/metabolismo , Lipopolisacáridos/metabolismo , Respuesta de Proteína Desplegada , Factores de Transcripción/metabolismo , Estrés del Retículo Endoplásmico
11.
EBioMedicine ; 89: 104461, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36801104

RESUMEN

BACKGROUND: Antimicrobial resistance (AMR) poses a critical threat to public health and disproportionately affects the health and well-being of persons in low-income and middle-income countries. Our aim was to identify synthetic antimicrobials termed conjugated oligoelectrolytes (COEs) that effectively treated AMR infections and whose structures could be readily modified to address current and anticipated patient needs. METHODS: Fifteen chemical variants were synthesized that contain specific alterations to the COE modular structure, and each variant was evaluated for broad-spectrum antibacterial activity and for in vitro cytotoxicity in cultured mammalian cells. Antibiotic efficacy was analyzed in murine models of sepsis; in vivo toxicity was evaluated via a blinded study of mouse clinical signs as an outcome of drug treatment. FINDINGS: We identified a compound, COE2-2hexyl, that displayed broad-spectrum antibacterial activity. This compound cured mice infected with clinical bacterial isolates derived from patients with refractory bacteremia and did not evoke bacterial resistance. COE2-2hexyl has specific effects on multiple membrane-associated functions (e.g., septation, motility, ATP synthesis, respiration, membrane permeability to small molecules) that may act together to negate bacterial cell viability and the evolution of drug-resistance. Disruption of these bacterial properties may occur through alteration of critical protein-protein or protein-lipid membrane interfaces-a mechanism of action distinct from many membrane disrupting antimicrobials or detergents that destabilize membranes to induce bacterial cell lysis. INTERPRETATION: The ease of molecular design, synthesis and modular nature of COEs offer many advantages over conventional antimicrobials, making synthesis simple, scalable and affordable. These COE features enable the construction of a spectrum of compounds with the potential for development as a new versatile therapy for an imminent global health crisis. FUNDING: U.S. Army Research Office, National Institute of Allergy and Infectious Diseases, and National Heart, Lung, and Blood Institute.


Asunto(s)
Antiinfecciosos , Infecciones Bacterianas , Sepsis , Ratones , Animales , Antibacterianos/farmacología , Infecciones Bacterianas/microbiología , Antiinfecciosos/farmacología , Bacterias , Sepsis/tratamiento farmacológico , Pruebas de Sensibilidad Microbiana , Farmacorresistencia Bacteriana Múltiple , Mamíferos
12.
EBioMedicine ; 78: 103965, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35349828

RESUMEN

BACKGROUND: Although sepsis accounts for 1 in 5 deaths globally, few molecular therapies exist for this condition. The development of effective biomarkers and treatments for sepsis requires a more complete understanding of host responses and pathogenic mechanisms at early stages of disease to minimize host-driven pathology. METHODS: An alternative to the current symptom-based approach used to diagnose sepsis is a precise assessment of blood proteomic changes during the onset and progression of Salmonella Typhimurium (ST) murine sepsis. FINDINGS: A distinct pattern of coagulation factor protein abundance was identified in the pre-septic state- prior to overt disease symptoms or bacteremia- that was predictive of the dysregulation of fibrinolytic and anti-coagulant activities and resultant consumptive coagulopathy during ST murine sepsis. Moreover, the changes in protein abundance observed generally have the same directionality (increased or decreased abundance) reported for human sepsis. Significant overlap of ST coagulopathic activities was observed in Gram-negative Escherichia coli- but not in Gram-positive staphylococcal or pneumococcal murine sepsis models. Treatment with matrix metalloprotease inhibitors prevented aberrant inflammatory and coagulopathic activities post-ST infection and increased survival. Antibiotic treatment regimens initiated after specific changes arise in the plasma proteome post-ST infection were predictive of an increase in disease relapse and death after cessation of antibiotic treatment. INTERPRETATION: Altered blood proteomics provides a platform to develop rapid and easy-to-perform tests to predict sepsis for early intervention via biomarker incorporation into existing blood tests prompted by patient presentation with general malaise, and to stratify Gram-negative and Gram-positive infections for appropriate treatment. Antibiotics are less effective in microbial clearance when initiated after the onset of altered blood proteomics as evidenced by increased disease relapse and death after termination of antibiotic therapy. Treatment failure is potentially due to altered bacterial / host-responses and associated increased host-driven pathology, providing insight into why delays in antibiotic administration in human sepsis are associated with increased risk for death. Delayed treatment may thus require prolonged therapy for microbial clearance despite the prevailing notion of antibiotic de-escalation and shortened courses of antibiotics to improve drug stewardship. FUNDING: National Institutes of Health, U.S. Army.


Asunto(s)
Bacteriemia , Infecciones Neumocócicas , Sepsis , Animales , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Bacteriemia/microbiología , Biomarcadores , Factores de Coagulación Sanguínea/uso terapéutico , Humanos , Ratones , Infecciones Neumocócicas/tratamiento farmacológico , Proteómica , Recurrencia , Sepsis/complicaciones , Sepsis/tratamiento farmacológico
13.
JAMA Netw Open ; 5(1): e2145669, 2022 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-35089353

RESUMEN

Importance: A critical need exists in low-income and middle-income countries for low-cost, low-tech, yet highly reliable and scalable testing for SARS-CoV-2 virus that is robust against circulating variants. Objective: To assess whether a smartphone-based assay is suitable for SARS-CoV-2 and influenza virus testing without requiring specialized equipment, accessory devices, or custom reagents. Design, Setting, and Participants: This cohort study enrolled 2 subgroups of participants (symptomatic and asymptomatic) at Santa Barbara Cottage Hospital. The symptomatic group consisted of 20 recruited patients who tested positive for SARS-CoV-2 with symptoms; 30 asymptomatic patients were recruited from the same community, through negative admission screening tests for SARS-CoV-2. The smartphone-based real-time loop-mediated isothermal amplification (smaRT-LAMP) was first optimized for analysis of human saliva samples spiked with either SARS-CoV-2 or influenza A or B virus; these results then were compared with those obtained by side-by-side analysis of spiked samples using the Centers for Disease Control and Prevention (CDC) criterion-standard reverse transcriptase-quantitative polymerase chain reaction (RT-qPCR) assay. Next, both assays were used to test for SARS-CoV-2 and influenza viruses present in blinded clinical saliva samples obtained from 50 hospitalized patients. Statistical analysis was performed from May to June 2021. Exposures: Testing for SARS-CoV-2 and influenza A and B viruses. Main Outcomes and Measures: SARS-CoV-2 and influenza infection status and quantitative viral load were determined. Results: Among the 50 eligible participants with no prior SARS-CoV-2 infection included in the study, 29 were men. The mean age was 57 years (range, 21 to 93 years). SmaRT-LAMP exhibited 100% concordance (50 of 50 patient samples) with the CDC criterion-standard diagnostic for SARS-CoV-2 sensitivity (20 of 20 positive and 30 of 30 negative) and for quantitative detection of viral load. This platform also met the CDC criterion standard for detection of clinically similar influenza A and B viruses in spiked saliva samples (n = 20), and in saliva samples from hospitalized patients (50 of 50 negative). The smartphone-based LAMP assay was rapid (25 minutes), sensitive (1000 copies/mL), low-cost (<$7/test), and scalable (96 samples/phone). Conclusions and Relevance: In this cohort study of saliva samples from patients, the smartphone-based LAMP assay detected SARS-CoV-2 infection and exhibited concordance with RT-qPCR tests. These findings suggest that this tool could be adapted in response to novel CoV-2 variants and other pathogens with pandemic potential including influenza and may be useful in settings with limited resources.


Asunto(s)
COVID-19 , Técnicas de Diagnóstico Molecular , Técnicas de Amplificación de Ácido Nucleico , Orthomyxoviridae/aislamiento & purificación , SARS-CoV-2/aislamiento & purificación , Teléfono Inteligente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estados Unidos , Adulto Joven
14.
Cell Host Microbe ; 30(6): 836-847.e6, 2022 06 08.
Artículo en Inglés | MEDLINE | ID: mdl-35568027

RESUMEN

Changes in the microbiota composition are associated with many human diseases, but factors that govern strain abundance remain poorly defined. We show that a commensal Escherichia coli strain and a pathogenic Salmonella enterica serovar Typhimurium isolate both utilize nitrate for intestinal growth, but each accesses this resource in a distinct biogeographical niche. Commensal E. coli utilizes epithelial-derived nitrate, whereas nitrate in the niche occupied by S. Typhimurium is derived from phagocytic infiltrates. Surprisingly, avirulent S. Typhimurium was shown to be unable to utilize epithelial-derived nitrate because its chemotaxis receptors McpB and McpC exclude the pathogen from the niche occupied by E. coli. In contrast, E. coli invades the niche constructed by S. Typhimurium virulence factors and confers colonization resistance by competing for nitrate. Thus, nutrient niches are not defined solely by critical resources, but they can be further subdivided biogeographically within the host into distinct microhabitats, thereby generating new niche opportunities for distinct bacterial species.


Asunto(s)
Microbioma Gastrointestinal , Salmonella typhimurium , Escherichia coli , Humanos , Nitratos , Nutrientes
15.
Neural Netw ; 137: 85-96, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33571864

RESUMEN

We examine the closedness of sets of realized neural networks of a fixed architecture in Sobolev spaces. For an exactly m-times differentiable activation function ρ, we construct a sequence of neural networks [Formula: see text] whose realizations converge in order-(m-1) Sobolev norm to a function that cannot be realized exactly by a neural network. Thus, sets of realized neural networks are not closed in order-(m-1) Sobolev spaces Wm-1,p for p∈[1,∞). We further show that these sets are not closed in Wm,p under slightly stronger conditions on the mth derivative of ρ. For a real analytic activation function, we show that sets of realized neural networks are not closed in Wk,p for anyk∈N. The nonclosedness allows for approximation of non-network target functions with unbounded parameter growth. We partially characterize the rate of parameter growth for most activation functions by showing that a specific sequence of realized neural networks can approximate the activation function's derivative with weights increasing inversely proportional to the Lp approximation error. Finally, we present experimental results showing that networks are capable of closely approximating non-network target functions with increasing parameters via training.


Asunto(s)
Redes Neurales de la Computación
17.
EBioMedicine ; 36: 73-82, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-30245056

RESUMEN

BACKGROUND: There is an urgent need for rapid, sensitive, and affordable diagnostics for microbial infections at the point-of-care. Although a number of innovative systems have been reported that transform mobile phones into potential diagnostic tools, the translational challenge to clinical diagnostics remains a significant hurdle to overcome. METHODS: A smartphone-based real-time loop-mediated isothermal amplification (smaRT-LAMP) system was developed for pathogen ID in urinary sepsis patients. The free, custom-built mobile phone app allows the phone to serve as a stand-alone device for quantitative diagnostics, allowing the determination of genome copy-number of bacterial pathogens in real time. FINDINGS: A head-to-head comparative bacterial analysis of urine from sepsis patients revealed that the performance of smaRT-LAMP matched that of clinical diagnostics at the admitting hospital in a fraction of the time (~1 h vs. 18-28 h). Among patients with bacteremic complications of their urinary sepsis, pathogen ID from the urine matched that from the blood - potentially allowing pathogen diagnosis shortly after hospital admission. Additionally, smaRT-LAMP did not exhibit false positives in sepsis patients with clinically negative urine cultures. INTERPRETATION: The smaRT-LAMP system is effective against diverse Gram-negative and -positive pathogens and biological specimens, costs less than $100 US to fabricate (in addition to the smartphone), and is configurable for the simultaneous detection of multiple pathogens. SmaRT-LAMP thus offers the potential to deliver rapid diagnosis and treatment of urinary tract infections and urinary sepsis with a simple test that can be performed at low cost at the point-of-care. FUND: National Institutes of Health, Chan-Zuckerberg Biohub, Bill and Melinda Gates Foundation.


Asunto(s)
Sepsis/diagnóstico , Sepsis/etiología , Teléfono Inteligente , Infecciones Urinarias/diagnóstico , Infecciones Urinarias/etiología , Animales , Modelos Animales de Enfermedad , Humanos , Ratones , Técnicas de Amplificación de Ácido Nucleico , Sistemas de Atención de Punto , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Sepsis/microbiología , Urinálisis/métodos , Infecciones Urinarias/microbiología
18.
Nat Commun ; 9(1): 4181, 2018 10 16.
Artículo en Inglés | MEDLINE | ID: mdl-30327465

RESUMEN

Racial/ethnic disparities in breast cancer mortality continue to widen but genomic studies rarely interrogate breast cancer in diverse populations. Through genome, exome, and RNA sequencing, we examined the molecular features of breast cancers using 194 patients from Nigeria and 1037 patients from The Cancer Genome Atlas (TCGA). Relative to Black and White cohorts in TCGA, Nigerian HR + /HER2 - tumors are characterized by increased homologous recombination deficiency signature, pervasive TP53 mutations, and greater structural variation-indicating aggressive biology. GATA3 mutations are also more frequent in Nigerians regardless of subtype. Higher proportions of APOBEC-mediated substitutions strongly associate with PIK3CA and CDH1 mutations, which are underrepresented in Nigerians and Blacks. PLK2, KDM6A, and B2M are also identified as previously unreported significantly mutated genes in breast cancer. This dataset provides novel insights into potential molecular mechanisms underlying outcome disparities and lay a foundation for deployment of precision therapeutics in underserved populations.


Asunto(s)
Neoplasias de la Mama/genética , Recombinación Homóloga , Mutación , Desaminasas APOBEC/genética , Negro o Afroamericano/genética , Antígenos CD/genética , Neoplasias de la Mama/inmunología , Neoplasias de la Mama/patología , Cadherinas/genética , Fosfatidilinositol 3-Quinasa Clase I/genética , Exoma , Femenino , Humanos , Nigeria , Receptor ErbB-2/genética , Receptor ErbB-2/metabolismo , Proteína p53 Supresora de Tumor/genética , Población Blanca/genética , Secuenciación Completa del Genoma
19.
JAMA Neurol ; 73(7): 836-845, 2016 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-27159400

RESUMEN

IMPORTANCE: Focal cortical dysplasia (FCD), hemimegalencephaly, and megalencephaly constitute a spectrum of malformations of cortical development with shared neuropathologic features. These disorders are associated with significant childhood morbidity and mortality. OBJECTIVE: To identify the underlying molecular cause of FCD, hemimegalencephaly, and diffuse megalencephaly. DESIGN, SETTING, AND PARTICIPANTS: Patients with FCD, hemimegalencephaly, or megalencephaly (mean age, 11.7 years; range, 2-32 years) were recruited from Pediatric Hospital A. Meyer, the University of Hong Kong, and Seattle Children's Research Institute from June 2012 to June 2014. Whole-exome sequencing (WES) was performed on 8 children with FCD or hemimegalencephaly using standard-depth (50-60X) sequencing in peripheral samples (blood, saliva, or skin) from the affected child and their parents and deep (150-180X) sequencing in affected brain tissue. Targeted sequencing and WES were used to screen 93 children with molecularly unexplained diffuse or focal brain overgrowth. Histopathologic and functional assays of phosphatidylinositol 3-kinase-AKT (serine/threonine kinase)-mammalian target of rapamycin (mTOR) pathway activity in resected brain tissue and cultured neurons were performed to validate mutations. MAIN OUTCOMES AND MEASURES: Whole-exome sequencing and targeted sequencing identified variants associated with this spectrum of developmental brain disorders. RESULTS: Low-level mosaic mutations of MTOR were identified in brain tissue in 4 children with FCD type 2a with alternative allele fractions ranging from 0.012 to 0.086. Intermediate-level mosaic mutation of MTOR (p.Thr1977Ile) was also identified in 3 unrelated children with diffuse megalencephaly and pigmentary mosaicism in skin. Finally, a constitutional de novo mutation of MTOR (p.Glu1799Lys) was identified in 3 unrelated children with diffuse megalencephaly and intellectual disability. Molecular and functional analysis in 2 children with FCD2a from whom multiple affected brain tissue samples were available revealed a mutation gradient with an epicenter in the most epileptogenic area. When expressed in cultured neurons, all MTOR mutations identified here drive constitutive activation of mTOR complex 1 and enlarged neuronal size. CONCLUSIONS AND RELEVANCE: In this study, mutations of MTOR were associated with a spectrum of brain overgrowth phenotypes extending from FCD type 2a to diffuse megalencephaly, distinguished by different mutations and levels of mosaicism. These mutations may be sufficient to cause cellular hypertrophy in cultured neurons and may provide a demonstration of the pattern of mosaicism in brain and substantiate the link between mosaic mutations of MTOR and pigmentary mosaicism in skin.


Asunto(s)
Malformaciones del Desarrollo Cortical/genética , Megalencefalia/genética , Mosaicismo , Mutación/genética , Serina-Treonina Quinasas TOR/genética , Adolescente , Adulto , Aminoácidos/farmacología , Animales , Células Cultivadas , Corteza Cerebral/citología , Niño , Preescolar , Discapacidades del Desarrollo/diagnóstico por imagen , Discapacidades del Desarrollo/genética , Embrión de Mamíferos , Femenino , Regulación de la Expresión Génica/efectos de los fármacos , Regulación de la Expresión Génica/genética , Estudios de Asociación Genética , Humanos , Péptidos y Proteínas de Señalización Intercelular/deficiencia , Masculino , Malformaciones del Desarrollo Cortical/diagnóstico por imagen , Diana Mecanicista del Complejo 1 de la Rapamicina , Megalencefalia/diagnóstico por imagen , Complejos Multiproteicos/farmacología , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/metabolismo , Neuronas/efectos de los fármacos , Ratas , Estudios Retrospectivos , Serina-Treonina Quinasas TOR/metabolismo , Serina-Treonina Quinasas TOR/farmacología , Adulto Joven
20.
Assay Drug Dev Technol ; 2(6): 683-9, 2004 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-15674026

RESUMEN

Genomics Collaborative, Inc., a division of Sera Care Life Sciences, Inc. (Cambridge, MA), is among the first commercial entities in the world to enable genetic research on an industrial scale via its Large Scale Global Repository, a biobank of human specimens collected for research purposes. With the demand for large-scale DNA studies increasing, decisions about the strategic direction of sample storage and collection must be made to create a sound plan to support continued demands for drug discovery. Reported here is the approach used by Genomics Collaborative to automate its DNA processing, storage, and retrieval.


Asunto(s)
ADN/química , Genómica/instrumentación , Automatización , Almacenaje de Medicamentos , Biblioteca de Genes , Genómica/tendencias , Humanos , Control de Calidad , Soluciones , Manejo de Especímenes
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