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1.
Cell ; 187(12): 2969-2989.e24, 2024 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-38776919

RESUMEN

The gut fungal community represents an essential element of human health, yet its functional and metabolic potential remains insufficiently elucidated, largely due to the limited availability of reference genomes. To address this gap, we presented the cultivated gut fungi (CGF) catalog, encompassing 760 fungal genomes derived from the feces of healthy individuals. This catalog comprises 206 species spanning 48 families, including 69 species previously unidentified. We explored the functional and metabolic attributes of the CGF species and utilized this catalog to construct a phylogenetic representation of the gut mycobiome by analyzing over 11,000 fecal metagenomes from Chinese and non-Chinese populations. Moreover, we identified significant common disease-related variations in gut mycobiome composition and corroborated the associations between fungal signatures and inflammatory bowel disease (IBD) through animal experimentation. These resources and findings substantially enrich our understanding of the biological diversity and disease relevance of the human gut mycobiome.


Asunto(s)
Hongos , Microbioma Gastrointestinal , Micobioma , Animales , Humanos , Masculino , Ratones , Heces/microbiología , Hongos/genética , Hongos/clasificación , Hongos/aislamiento & purificación , Genoma Fúngico/genética , Genómica , Enfermedades Inflamatorias del Intestino/microbiología , Enfermedades Inflamatorias del Intestino/genética , Metagenoma , Filogenia , Femenino , Adulto , Persona de Mediana Edad
2.
Cell ; 186(13): 2897-2910.e19, 2023 06 22.
Artículo en Inglés | MEDLINE | ID: mdl-37295417

RESUMEN

Sperm motility is crucial for successful fertilization. Highly decorated doublet microtubules (DMTs) form the sperm tail skeleton, which propels the movement of spermatozoa. Using cryo-electron microscopy (cryo-EM) and artificial intelligence (AI)-based modeling, we determined the structures of mouse and human sperm DMTs and built an atomic model of the 48-nm repeat of the mouse sperm DMT. Our analysis revealed 47 DMT-associated proteins, including 45 microtubule inner proteins (MIPs). We identified 10 sperm-specific MIPs, including seven classes of Tektin5 in the lumen of the A tubule and FAM166 family members that bind the intra-tubulin interfaces. Interestingly, the human sperm DMT lacks some MIPs compared with the mouse sperm DMT. We also discovered variants in 10 distinct MIPs associated with a subtype of asthenozoospermia characterized by impaired sperm motility without evident morphological abnormalities. Our study highlights the conservation and tissue/species specificity of DMTs and expands the genetic spectrum of male infertility.


Asunto(s)
Inteligencia Artificial , Infertilidad Masculina , Masculino , Humanos , Microscopía por Crioelectrón , Motilidad Espermática/genética , Semen , Espermatozoides , Microtúbulos/metabolismo , Cola del Espermatozoide/química , Cola del Espermatozoide/metabolismo , Proteínas de Microtúbulos/química , Infertilidad Masculina/genética , Infertilidad Masculina/metabolismo
3.
Cell ; 186(17): 3577-3592.e18, 2023 08 17.
Artículo en Inglés | MEDLINE | ID: mdl-37499659

RESUMEN

Hybrid sterility restricts the utilization of superior heterosis of indica-japonica inter-subspecific hybrids. In this study, we report the identification of RHS12, a major locus controlling male gamete sterility in indica-japonica hybrid rice. We show that RHS12 consists of two genes (iORF3/DUYAO and iORF4/JIEYAO) that confer preferential transmission of the RHS12-i type male gamete into the progeny, thereby forming a natural gene drive. DUYAO encodes a mitochondrion-targeted protein that interacts with OsCOX11 to trigger cytotoxicity and cell death, whereas JIEYAO encodes a protein that reroutes DUYAO to the autophagosome for degradation via direct physical interaction, thereby detoxifying DUYAO. Evolutionary trajectory analysis reveals that this system likely formed de novo in the AA genome Oryza clade and contributed to reproductive isolation (RI) between different lineages of rice. Our combined results provide mechanistic insights into the genetic basis of RI as well as insights for strategic designs of hybrid rice breeding.


Asunto(s)
Tecnología de Genética Dirigida , Oryza , Hibridación Genética , Oryza/genética , Fitomejoramiento/métodos , Aislamiento Reproductivo , Infertilidad Vegetal
4.
Cell ; 153(2): 426-37, 2013 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-23582330

RESUMEN

Glucose homeostasis is strictly controlled in all domains of life. Bacteria that are unable to balance intracellular sugar levels and deal with potentially toxic phosphosugars cease growth and risk being outcompeted. Here, we identify the conserved haloacid dehalogenase (HAD)-like enzyme YigL as the previously hypothesized phosphatase for detoxification of phosphosugars and reveal that its synthesis is activated by an Hfq-dependent small RNA in Salmonella typhimurium. We show that the glucose-6-P-responsive small RNA SgrS activates YigL synthesis in a translation-independent fashion by the selective stabilization of a decay intermediate of the dicistronic pldB-yigL messenger RNA (mRNA). Intriguingly, the major endoribonuclease RNase E, previously known to function together with small RNAs to degrade mRNA targets, is also essential for this process of mRNA activation. The exploitation of and targeted interference with regular RNA turnover described here may constitute a general route for small RNAs to rapidly activate both coding and noncoding genes.


Asunto(s)
Glucosa/metabolismo , Hidrolasas/genética , ARN Bacteriano/metabolismo , ARN Pequeño no Traducido/metabolismo , Salmonella typhimurium/metabolismo , Secuencia de Bases , Escherichia coli/enzimología , Escherichia coli/genética , Escherichia coli/metabolismo , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Hidrolasas/metabolismo , Datos de Secuencia Molecular , Proteínas de Transporte de Monosacáridos/metabolismo , Operón , Monoéster Fosfórico Hidrolasas/genética , Estabilidad del ARN , ARN Mensajero/genética , ARN Mensajero/metabolismo , Salmonella typhimurium/enzimología , Salmonella typhimurium/genética
5.
EMBO J ; 42(23): e114558, 2023 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-37905571

RESUMEN

The Hippo signaling axis is a tumor suppressor pathway that is activated by various extra-pathway factors to regulate cell differentiation and organ development. Recent studies have reported that autophosphorylation of the core kinase cassette stimulates activation of the Hippo signaling cascade. Here, we demonstrate that protein arginine methyltransferase 5 (PRMT5) contributes to inactivation of the Hippo signaling pathway in pancreatic cancer. We show that the Hippo pathway initiator serine/threonine kinase 3 (STK3, also known as MST2) of Hippo signaling pathway can be symmetrically di-methylated by PRMT5 at arginine-461 (R461) and arginine-467 (R467) in its SARAH domain. Methylation suppresses MST2 autophosphorylation and kinase activity by blocking its homodimerization, thereby inactivating Hippo signaling pathway in pancreatic cancer. Moreover, we also show that the specific PRMT5 inhibitor GSK3326595 re-activates the dysregulated Hippo signaling pathway and inhibits the growth of human pancreatic cancer xenografts in immunodeficient mice, thus suggesting potential clinical application of PRMT5 inhibitors in pancreatic cancer.


Asunto(s)
Vía de Señalización Hippo , Neoplasias Pancreáticas , Humanos , Ratones , Animales , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Transducción de Señal , Metilación , Neoplasias Pancreáticas/genética , Arginina/metabolismo , Serina-Treonina Quinasa 3 , Proteína-Arginina N-Metiltransferasas/genética , Proteína-Arginina N-Metiltransferasas/metabolismo , Neoplasias Pancreáticas
6.
Am J Hum Genet ; 111(7): 1481-1493, 2024 Jul 11.
Artículo en Inglés | MEDLINE | ID: mdl-38897203

RESUMEN

Type 2 diabetes (T2D) is a major risk factor for heart failure (HF) and has elevated incidence among individuals with HF. Since genetics and HF can independently influence T2D, collider bias may occur when T2D (i.e., collider) is controlled for by design or analysis. Thus, we conducted a genome-wide association study (GWAS) of diabetes-related HF with correction for collider bias. We first performed a GWAS of HF to identify genetic instrumental variables (GIVs) for HF and to enable bidirectional Mendelian randomization (MR) analysis between T2D and HF. We identified 61 genomic loci, significantly associated with all-cause HF in 114,275 individuals with HF and over 1.5 million controls of European ancestry. Using a two-sample bidirectional MR approach with 59 and 82 GIVs for HF and T2D, respectively, we estimated that T2D increased HF risk (odds ratio [OR] 1.07, 95% confidence interval [CI] 1.04-1.10), while HF also increased T2D risk (OR 1.60, 95% CI 1.36-1.88). Then we performed a GWAS of diabetes-related HF corrected for collider bias due to the study design of index cases. After removing the spurious association of TCF7L2 locus due to collider bias, we identified two genome-wide significant loci close to PITX2 (chromosome 4) and CDKN2B-AS1 (chromosome 9) associated with diabetes-related HF in the Million Veteran Program and replicated the associations in the UK Biobank. Our MR findings provide strong evidence that HF increases T2D risk. As a result, collider bias leads to spurious genetic associations of diabetes-related HF, which can be effectively corrected to identify true positive loci.


Asunto(s)
Diabetes Mellitus Tipo 2 , Estudio de Asociación del Genoma Completo , Insuficiencia Cardíaca , Análisis de la Aleatorización Mendeliana , Humanos , Insuficiencia Cardíaca/genética , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/complicaciones , Masculino , Femenino , Polimorfismo de Nucleótido Simple , Predisposición Genética a la Enfermedad , Persona de Mediana Edad , Factores de Riesgo , Anciano , Inhibidor p15 de las Quinasas Dependientes de la Ciclina/genética , Población Blanca/genética , Sesgo , Proteínas de Homeodominio/genética , Factores de Transcripción/genética
7.
Semin Immunol ; 67: 101753, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37060806

RESUMEN

Fusarium, Aspergillus and Candida are important fungal pathogens that cause visual impairment and blindness in the USA and worldwide. This review will summarize the epidemiology and clinical features of corneal infections and discuss the immune and inflammatory responses that play an important role in clinical disease. In addition, we describe fungal virulence factors that are required for survival in infected corneas, and the activities of neutrophils in fungal killing, tissue damage and cytokine production.


Asunto(s)
Fusarium , Queratitis , Humanos , Hongos , Córnea/microbiología , Córnea/patología , Queratitis/microbiología , Queratitis/patología , Fusarium/fisiología , Neutrófilos
8.
Proc Natl Acad Sci U S A ; 121(14): e2318391121, 2024 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-38527207

RESUMEN

The exploitation of novel wound healing methods with real-time infection sensing and high spatiotemporal precision is highly important for human health. Pt-based metal-organic cycles/cages (MOCs) have been employed as multifunctional antibacterial agents due to their superior Pt-related therapeutic efficiency, various functional subunits and specific geometries. However, how to rationally apply these nanoscale MOCs on the macroscale with controllable therapeutic output is still challenging. Here, a centimeter-scale Pt MOC film was constructed via multistage assembly and subsequently coated on a N,N'-dimethylated dipyridinium thiazolo[5,4-d]thiazole (MPT)-stained silk fabric to form a smart wound dressing for bacterial sensing and wound healing. The MPT on silk fabric could be used to monitor wound infection in real-time through the bacteria-mediated reduction of MPT to its radical form via a color change. The MPT radical also exhibited an excellent photothermal effect under 660 nm light irradiation, which could not only be applied for photothermal therapy but also induce the disassembly of the Pt MOC film suprastructure. The highly ordered Pt MOC film suprastructure exhibited high biosafety, while it also showed improved antibacterial efficiency after thermally induced disassembly. In vitro and in vivo studies revealed that the combination of the Pt MOC film and MPT-stained silk can provide real-time information on wound infection for timely treatment through noninvasive techniques. This study paves the way for bacterial sensing and wound healing with centimeter-scale metal-organic materials.


Asunto(s)
Platino (Metal) , Infección de Heridas , Humanos , Platino (Metal)/farmacología , Cicatrización de Heridas , Vendajes , Antibacterianos/farmacología , Antibacterianos/química , Seda/química , Bacterias , Hidrogeles/farmacología
9.
Nat Immunol ; 15(2): 143-51, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24362892

RESUMEN

Here we identified a population of bone marrow neutrophils that constitutively expressed the transcription factor RORγt and produced and responded to interleukin 17A (IL-17A (IL-17)). IL-6, IL-23 and RORγt, but not T cells or natural killer (NK) cells, were required for IL-17 production in neutrophils. IL-6 and IL-23 induced expression of the receptors IL-17RC and dectin-2 on neutrophils, and IL-17RC expression was augmented by activation of dectin-2. Autocrine activity of IL-17A and its receptor induced the production of reactive oxygen species (ROS), and increased fungal killing in vitro and in a model of Aspergillus-induced keratitis. Human neutrophils also expressed RORγt and induced the expression of IL-17A, IL-17RC and dectin-2 following stimulation with IL-6 and IL-23. Our findings identify a population of human and mouse neutrophils with autocrine IL-17 activity that probably contribute to the etiology of microbial and inflammatory diseases.


Asunto(s)
Aspergilosis/inmunología , Aspergillus/inmunología , Interleucina-17/metabolismo , Queratitis/inmunología , Neutrófilos/inmunología , Receptores de Interleucina/metabolismo , Animales , Aspergilosis/complicaciones , Comunicación Autocrina , Células de la Médula Ósea/inmunología , Degranulación de la Célula , Células Cultivadas , Citotoxicidad Inmunológica/genética , Modelos Animales de Enfermedad , Humanos , Interleucina-17/genética , Interleucina-17/inmunología , Interleucina-23/inmunología , Interleucina-6/inmunología , Queratitis/etiología , Lectinas Tipo C/genética , Lectinas Tipo C/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Miembro 3 del Grupo F de la Subfamilia 1 de Receptores Nucleares/genética , Miembro 3 del Grupo F de la Subfamilia 1 de Receptores Nucleares/metabolismo , Especies Reactivas de Oxígeno/metabolismo
10.
Plant Cell ; 35(8): 3053-3072, 2023 08 02.
Artículo en Inglés | MEDLINE | ID: mdl-37100425

RESUMEN

The ketocarotenoid fucoxanthin and its derivatives can absorb blue-green light enriched in marine environments. Fucoxanthin is widely adopted by phytoplankton species as a main light-harvesting pigment, in contrast to land plants that primarily employ chlorophylls. Despite its supreme abundance in the oceans, the last steps of fucoxanthin biosynthesis have remained elusive. Here, we identified the carotenoid isomerase-like protein CRTISO5 as the diatom fucoxanthin synthase that is related to the carotenoid cis-trans isomerase CRTISO from land plants but harbors unexpected enzymatic activity. A crtiso5 knockout mutant in the model diatom Phaeodactylum tricornutum completely lacked fucoxanthin and accumulated the acetylenic carotenoid phaneroxanthin. Recombinant CRTISO5 converted phaneroxanthin into fucoxanthin in vitro by hydrating its carbon-carbon triple bond, instead of functioning as an isomerase. Molecular docking and mutational analyses revealed residues essential for this activity. Furthermore, a photophysiological characterization of the crtiso5 mutant revealed a major structural and functional role of fucoxanthin in photosynthetic pigment-protein complexes of diatoms. As CRTISO5 hydrates an internal alkyne physiologically, the enzyme has unique potential for biocatalytic applications. The discovery of CRTISO5 illustrates how neofunctionalization leads to major diversification events in evolution of photosynthetic mechanisms and the prominent brown coloration of most marine photosynthetic eukaryotes.


Asunto(s)
Diatomeas , Xantófilas , Simulación del Acoplamiento Molecular , Xantófilas/metabolismo , Carotenoides/metabolismo , Clorofila/metabolismo , Diatomeas/genética , Diatomeas/metabolismo
11.
Cell ; 147(2): 447-58, 2011 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-22000021

RESUMEN

Spinal opioid-induced itch, a prevalent side effect of pain management, has been proposed to result from pain inhibition. We now report that the µ-opioid receptor (MOR) isoform MOR1D is essential for morphine-induced scratching (MIS), whereas the isoform MOR1 is required only for morphine-induced analgesia (MIA). MOR1D heterodimerizes with gastrin-releasing peptide receptor (GRPR) in the spinal cord, relaying itch information. We show that morphine triggers internalization of both GRPR and MOR1D, whereas GRP specifically triggers GRPR internalization and morphine-independent scratching. Providing potential insight into opioid-induced itch prevention, we demonstrate that molecular and pharmacologic inhibition of PLCß3 and IP3R3, downstream effectors of GRPR, specifically block MIS but not MIA. In addition, blocking MOR1D-GRPR association attenuates MIS but not MIA. Together, these data suggest that opioid-induced itch is an active process concomitant with but independent of opioid analgesia, occurring via the unidirectional cross-activation of GRPR signaling by MOR1D heterodimerization.


Asunto(s)
Analgesia , Analgésicos Opioides/administración & dosificación , Morfina/administración & dosificación , Dolor/tratamiento farmacológico , Prurito/inducido químicamente , Receptores de Bombesina/metabolismo , Receptores Opioides mu/metabolismo , Secuencia de Aminoácidos , Animales , Ratones , Ratones Noqueados , Datos de Secuencia Molecular , Receptores de Bombesina/genética , Receptores Opioides mu/genética , Transducción de Señal
12.
Cell ; 147(3): 525-38, 2011 Oct 28.
Artículo en Inglés | MEDLINE | ID: mdl-22036562

RESUMEN

The extent of lung regeneration following catastrophic damage and the potential role of adult stem cells in such a process remains obscure. Sublethal infection of mice with an H1N1 influenza virus related to that of the 1918 pandemic triggers massive airway damage followed by apparent regeneration. We show here that p63-expressing stem cells in the bronchiolar epithelium undergo rapid proliferation after infection and radiate to interbronchiolar regions of alveolar ablation. Once there, these cells assemble into discrete, Krt5+ pods and initiate expression of markers typical of alveoli. Gene expression profiles of these pods suggest that they are intermediates in the reconstitution of the alveolar-capillary network eradicated by viral infection. The dynamics of this p63-expressing stem cell in lung regeneration mirrors our parallel finding that defined pedigrees of human distal airway stem cells assemble alveoli-like structures in vitro and suggests new therapeutic avenues to acute and chronic airway disease.


Asunto(s)
Bronquios/citología , Subtipo H1N1 del Virus de la Influenza A , Gripe Humana/patología , Pulmón/fisiología , Alveolos Pulmonares/citología , Síndrome de Dificultad Respiratoria/patología , Células Madre/citología , Animales , Modelos Animales de Enfermedad , Perfilación de la Expresión Génica , Humanos , Pulmón/citología , Pulmón/virología , Ratones , Ratones Endogámicos C57BL , Alveolos Pulmonares/virología , Ratas , Factores de Transcripción/genética , Cicatrización de Heridas
13.
Mol Cell ; 72(3): 413-425.e5, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-30293784

RESUMEN

c-Kit is a classic proto-oncogene either mutated or upregulated in cancer cells, and this leads to its constitutive kinase activation and, thus, to uncontrolled proliferation. Although the pro-oncogenic role of c-Kit is of no doubt, some observations do not fit well with c-Kit solely as a tumor-promoting moiety. We show here that c-Kit actively triggers cell death in various cancer cell lines unless engaged by its ligand stem cell factor (SCF). This pro-death activity is enhanced when the kinase activation of c-Kit is silenced and is due to c-Kit intracellular cleavage by caspase-like protease at D816. Moreover, in vivo, overexpression of a c-Kit kinase-dead mutant inhibits tumor growth, and this intrinsic c-Kit tumor-suppressive activity is dependent on the D816 cleavage. Thus, c-Kit acts both as a proto-oncogene via its kinase activity and as a tumor suppressor via its dependence receptor activity.


Asunto(s)
Proteínas Proto-Oncogénicas c-kit/genética , Proteínas Proto-Oncogénicas c-kit/fisiología , Animales , Apoptosis , División Celular , Línea Celular Tumoral , Femenino , Humanos , Ratones , Ratones SCID , Fosforilación , Proto-Oncogenes Mas , Proteínas Proto-Oncogénicas/genética , Proteínas Proto-Oncogénicas/metabolismo , Proteínas Proto-Oncogénicas c-kit/metabolismo , Proto-Oncogenes , Factor de Células Madre/metabolismo
14.
Nucleic Acids Res ; 52(D1): D714-D723, 2024 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-37850635

RESUMEN

Here, we present the manually curated Global Catalogue of Pathogens (gcPathogen), an extensive genomic resource designed to facilitate rapid and accurate pathogen analysis, epidemiological exploration and monitoring of antibiotic resistance features and virulence factors. The catalogue seamlessly integrates and analyzes genomic data and associated metadata for human pathogens isolated from infected patients, animal hosts, food and the environment. The pathogen list is supported by evidence from medical or government pathogenic lists and publications. The current version of gcPathogen boasts an impressive collection of 1 164 974 assemblies comprising 986 044 strains from 497 bacterial taxa, 4794 assemblies encompassing 4319 strains from 265 fungal taxa, 89 965 assemblies featuring 13 687 strains from 222 viral taxa, and 646 assemblies including 387 strains from 159 parasitic taxa. Through this database, researchers gain access to a comprehensive 'one-stop shop' that facilitates global, long-term public health surveillance while enabling in-depth analysis of genomes, sequence types, antibiotic resistance genes, virulence factors and mobile genetic elements across different countries, diseases and hosts. To access and explore the data and statistics, an interactive web interface has been developed, which can be accessed at https://nmdc.cn/gcpathogen/. This user-friendly platform allows seamless querying and exploration of the extensive information housed within the gcPathogen database.


Asunto(s)
Bases de Datos Genéticas , Infecciones , Salud Pública , Humanos , Genoma Bacteriano/genética , Genómica , Factores de Virulencia/genética , Infecciones/microbiología , Infecciones/parasitología , Infecciones/virología , Animales
15.
Proc Natl Acad Sci U S A ; 120(29): e2218973120, 2023 07 18.
Artículo en Inglés | MEDLINE | ID: mdl-37428928

RESUMEN

Antibiotics are among the most used weapons in fighting microbial infections and have greatly improved the quality of human life. However, bacteria can eventually evolve to exhibit antibiotic resistance to almost all prescribed antibiotic drugs. Photodynamic therapy (PDT) develops little antibiotic resistance and has become a promising strategy in fighting bacterial infection. To augment the killing effect of PDT, the conventional strategy is introducing excess ROS in various ways, such as applying high light doses, high photosensitizer concentrations, and exogenous oxygen. In this study, we report a metallacage-based PDT strategy that minimizes the use of ROS by jointly using gallium-metal organic framework rods to inhibit the production of bacterial endogenous NO, amplify ROS stress, and enhance the killing effect. The augmented bactericidal effect was demonstrated both in vitro and in vivo. This proposed enhanced PDT strategy will provide a new option for bacterial ablation.


Asunto(s)
Fotoquimioterapia , Humanos , Especies Reactivas de Oxígeno/farmacología , Fármacos Fotosensibilizantes/farmacología , Fármacos Fotosensibilizantes/uso terapéutico , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Bacterias
16.
Am J Hum Genet ; 109(3): 433-445, 2022 03 03.
Artículo en Inglés | MEDLINE | ID: mdl-35196515

RESUMEN

Biobanks linked to massive, longitudinal electronic health record (EHR) data make numerous new genetic research questions feasible. One among these is the study of biomarker trajectories. For example, high blood pressure measurements over visits strongly predict stroke onset, and consistently high fasting glucose and Hb1Ac levels define diabetes. Recent research reveals that not only the mean level of biomarker trajectories but also their fluctuations, or within-subject (WS) variability, are risk factors for many diseases. Glycemic variation, for instance, is recently considered an important clinical metric in diabetes management. It is crucial to identify the genetic factors that shift the mean or alter the WS variability of a biomarker trajectory. Compared to traditional cross-sectional studies, trajectory analysis utilizes more data points and captures a complete picture of the impact of time-varying factors, including medication history and lifestyle. Currently, there are no efficient tools for genome-wide association studies (GWASs) of biomarker trajectories at the biobank scale, even for just mean effects. We propose TrajGWAS, a linear mixed effect model-based method for testing genetic effects that shift the mean or alter the WS variability of a biomarker trajectory. It is scalable to biobank data with 100,000 to 1,000,000 individuals and many longitudinal measurements and robust to distributional assumptions. Simulation studies corroborate that TrajGWAS controls the type I error rate and is powerful. Analysis of eleven biomarkers measured longitudinally and extracted from UK Biobank primary care data for more than 150,000 participants with 1,800,000 observations reveals loci that significantly alter the mean or WS variability.


Asunto(s)
Bancos de Muestras Biológicas , Estudio de Asociación del Genoma Completo , Biomarcadores , Estudios Transversales , Registros Electrónicos de Salud , Humanos , Estudios Longitudinales
17.
Am J Hum Genet ; 109(6): 1055-1064, 2022 06 02.
Artículo en Inglés | MEDLINE | ID: mdl-35588732

RESUMEN

Polygenic risk scores (PRSs) quantify the contribution of multiple genetic loci to an individual's likelihood of a complex trait or disease. However, existing PRSs estimate this likelihood with common genetic variants, excluding the impact of rare variants. Here, we report on a method to identify rare variants associated with outlier gene expression and integrate their impact into PRS predictions for body mass index (BMI), obesity, and bariatric surgery. Between the top and bottom 10%, we observed a 20.8% increase in risk for obesity (p = 3 × 10-14), 62.3% increase in risk for severe obesity (p = 1 × 10-6), and median 5.29 years earlier onset for bariatric surgery (p = 0.008), as a function of expression outlier-associated rare variant burden when controlling for common variant PRS. We show that these predictions were more significant than integrating the effects of rare protein-truncating variants (PTVs), observing a mean 19% increase in phenotypic variance explained with expression outlier-associated rare variants when compared with PTVs (p = 2 × 10-15). We replicated these findings by using data from the Million Veteran Program and demonstrated that PRSs across multiple traits and diseases can benefit from the inclusion of expression outlier-associated rare variants identified through population-scale transcriptome sequencing.


Asunto(s)
Herencia Multifactorial , Obesidad , Índice de Masa Corporal , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Herencia Multifactorial/genética , Obesidad/genética , Fenotipo , Factores de Riesgo
18.
Annu Rev Genet ; 51: 241-263, 2017 11 27.
Artículo en Inglés | MEDLINE | ID: mdl-28853921

RESUMEN

Much progress has been made in the identification of specific human gene variants that contribute to enhanced susceptibility or resistance to viral diseases. Herein we review multiple discoveries made with genome-wide or candidate gene approaches that have revealed significant insights into virus-host interactions. Genetic factors that have been identified include genes encoding virus receptors, receptor-modifying enzymes, and a wide variety of innate and adaptive immunity-related proteins. We discuss a range of pathogenic viruses, including influenza virus, respiratory syncytial virus, human immunodeficiency virus, human T cell leukemia virus, human papilloma virus, hepatitis B and C viruses, herpes simplex virus, norovirus, rotavirus, parvovirus, and Epstein-Barr virus. Understanding the genetic underpinnings that affect infectious disease outcomes should allow tailored treatment and prevention approaches in the future.


Asunto(s)
Inmunidad Adaptativa , Regulación de la Expresión Génica/inmunología , Predisposición Genética a la Enfermedad , Interacciones Huésped-Patógeno/genética , Inmunidad Innata , Virosis/genética , Citocinas/genética , Citocinas/inmunología , Estudio de Asociación del Genoma Completo , Interacciones Huésped-Patógeno/inmunología , Genética Humana , Humanos , Factores Reguladores del Interferón/genética , Factores Reguladores del Interferón/inmunología , Receptores KIR/genética , Receptores KIR/inmunología , Receptores Virales/genética , Receptores Virales/inmunología , Transducción de Señal , Péptidos y Proteínas Asociados a Receptores de Factores de Necrosis Tumoral/genética , Péptidos y Proteínas Asociados a Receptores de Factores de Necrosis Tumoral/inmunología , Virosis/inmunología , Virosis/patología , Virosis/virología
19.
J Virol ; 98(5): e0034724, 2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38651897

RESUMEN

Angiotensin converting enzyme 2 (ACE2), the host receptor for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, is differentially expressed in a wide variety of tissues and cell types. The expression of ACE2 is under tight regulation, but the mechanisms regulating ACE2 expression have not yet been well defined. Through a genome-wide CRISPR knockout screen, we discovered that host factors TRAF3, DYRK1A, and RAD54L2 (TDR) form a complex to regulate the expression of ACE2. Knockout of TRAF3, DYRK1A, or RAD54L2 reduces the mRNA levels of ACE2 and inhibits the cellular entry of SARS-CoV-2. On the other hand, SARS-CoV-2 continuously evolves by genetic mutations for the adaption to the host. We have identified mutations in spike (S) (P1079T) and nucleocapsid (N) (S194L) that enhance the replication of SARS-CoV-2 in cells that express ACE2 at a low level. Our results have revealed the mechanisms for the transcriptional regulation of ACE2 and the adaption of SARS-CoV-2. IMPORTANCE: The expression of ACE2 is essential for the entry of SARS-CoV-2 into host cells. We identify a new complex-the TDR complex-that acts to maintain the abundance of ACE2 in host cells. The identification and characterization of the TDR complex provide new targets for the development of therapeutics against SARS-CoV-2 infection. By analysis of SARS-CoV-2 virus replicating in cells expressing low levels of ACE2, we identified mutations in spike (P1079T) and nucleocapsid (S194L) that overcome the restriction of limited ACE2. Functional analysis of these key amino acids in S and N extends our knowledge of the impact of SARS-CoV-2 variants on virus infection and transmission.


Asunto(s)
Enzima Convertidora de Angiotensina 2 , COVID-19 , SARS-CoV-2 , Humanos , Enzima Convertidora de Angiotensina 2/metabolismo , Enzima Convertidora de Angiotensina 2/genética , COVID-19/virología , COVID-19/metabolismo , COVID-19/genética , Mutación , Proteínas Nucleares/metabolismo , Proteínas Nucleares/genética , Proteínas Serina-Treonina Quinasas/metabolismo , Proteínas Serina-Treonina Quinasas/genética , Proteínas Tirosina Quinasas/metabolismo , Proteínas Tirosina Quinasas/genética , SARS-CoV-2/genética , SARS-CoV-2/fisiología , SARS-CoV-2/metabolismo , Glicoproteína de la Espiga del Coronavirus/metabolismo , Glicoproteína de la Espiga del Coronavirus/genética , Internalización del Virus , Células Vero , Chlorocebus aethiops , Animales , Línea Celular
20.
Bioinformatics ; 40(3)2024 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-38449285

RESUMEN

MOTIVATION: Drug-target interaction (DTI) prediction aims to identify interactions between drugs and protein targets. Deep learning can automatically learn discriminative features from drug and protein target representations for DTI prediction, but challenges remain, making it an open question. Existing approaches encode drugs and targets into features using deep learning models, but they often lack explanations for underlying interactions. Moreover, limited labeled DTIs in the chemical space can hinder model generalization. RESULTS: We propose an interpretable nested graph neural network for DTI prediction (iNGNN-DTI) using pre-trained molecule and protein models. The analysis is conducted on graph data representing drugs and targets by using a specific type of nested graph neural network, in which the target graphs are created based on 3D structures using Alphafold2. This architecture is highly expressive in capturing substructures of the graph data. We use a cross-attention module to capture interaction information between the substructures of drugs and targets. To improve feature representations, we integrate features learned by models that are pre-trained on large unlabeled small molecule and protein datasets, respectively. We evaluate our model on three benchmark datasets, and it shows a consistent improvement on all baseline models in all datasets. We also run an experiment with previously unseen drugs or targets in the test set, and our model outperforms all of the baselines. Furthermore, the iNGNN-DTI can provide more insights into the interaction by visualizing the weights learned by the cross-attention module. AVAILABILITY AND IMPLEMENTATION: The source code of the algorithm is available at https://github.com/syan1992/iNGNN-DTI.


Asunto(s)
Algoritmos , Redes Neurales de la Computación , Interacciones Farmacológicas , Benchmarking , Sistemas de Liberación de Medicamentos
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