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1.
Immunity ; 56(6): 1155-1157, 2023 06 13.
Artículo en Inglés | MEDLINE | ID: mdl-37315528

RESUMEN

Important signaling events at the immunological synapse have increasingly been linked to cis interactions between receptors on T cells. In this issue of Immunity, Zhao et al.1 implicate cis CD28/B7 interactions facilitated by curved membrane invaginations in boosting tumor immunity.


Asunto(s)
Antígenos CD28 , Endocitosis , Sinapsis Inmunológicas , Transducción de Señal
2.
Mol Cell ; 84(8): 1570-1584.e7, 2024 Apr 18.
Artículo en Inglés | MEDLINE | ID: mdl-38537638

RESUMEN

Spatiotemporal regulation of intracellular signaling molecules, such as the 3',5'-cyclic adenosine monophosphate (cAMP)-dependent protein kinase (PKA), ensures proper cellular function. Liquid-liquid phase separation (LLPS) of the ubiquitous PKA regulatory subunit RIα promotes cAMP compartmentation and signaling specificity. However, the molecular determinants of RIα LLPS remain unclear. Here, we reveal that two separate dimerization interfaces, combined with the cAMP-induced unleashing of the PKA catalytic subunit (PKA-C) from the pseudosubstrate inhibitory sequence, drive RIα condensate formation in the cytosol of mammalian cells, which is antagonized by docking to A-kinase anchoring proteins. Strikingly, we find that the RIα pseudosubstrate region is critically involved in forming a non-canonical R:C complex, which recruits active PKA-C to RIα condensates to maintain low basal PKA activity in the cytosol. Our results suggest that RIα LLPS not only facilitates cAMP compartmentation but also spatially restrains active PKA-C, thus highlighting the functional versatility of biomolecular condensates in driving signaling specificity.


Asunto(s)
Subunidad RIalfa de la Proteína Quinasa Dependiente de AMP Cíclico , Separación de Fases , Animales , Subunidad RIalfa de la Proteína Quinasa Dependiente de AMP Cíclico/genética , Subunidad RIalfa de la Proteína Quinasa Dependiente de AMP Cíclico/química , Subunidad RIalfa de la Proteína Quinasa Dependiente de AMP Cíclico/metabolismo , Transducción de Señal , AMP Cíclico/metabolismo , Proteínas Quinasas Dependientes de AMP Cíclico/metabolismo , Mamíferos/metabolismo
3.
Nature ; 630(8016): 484-492, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38811729

RESUMEN

The CRISPR system is an adaptive immune system found in prokaryotes that defends host cells against the invasion of foreign DNA1. As part of the ongoing struggle between phages and the bacterial immune system, the CRISPR system has evolved into various types, each with distinct functionalities2. Type II Cas9 is the most extensively studied of these systems and has diverse subtypes. It remains uncertain whether members of this family can evolve additional mechanisms to counter viral invasions3,4. Here we identify 2,062 complete Cas9 loci, predict the structures of their associated proteins and reveal three structural growth trajectories for type II-C Cas9. We found that novel associated genes (NAGs) tended to be present within the loci of larger II-C Cas9s. Further investigation revealed that CbCas9 from Chryseobacterium species contains a novel ß-REC2 domain, and forms a heterotetrameric complex with an NAG-encoded CRISPR-Cas-system-promoting (pro-CRISPR) protein of II-C Cas9 (PcrIIC1). The CbCas9-PcrIIC1 complex exhibits enhanced DNA binding and cleavage activity, broader compatibility for protospacer adjacent motif sequences, increased tolerance for mismatches and improved anti-phage immunity, compared with stand-alone CbCas9. Overall, our work sheds light on the diversity and 'growth evolutionary' trajectories of II-C Cas9 proteins at the structural level, and identifies many NAGs-such as PcrIIC1, which serves as a pro-CRISPR factor to enhance CRISPR-mediated immunity.


Asunto(s)
Bacterias , Bacteriófagos , Proteína 9 Asociada a CRISPR , Sistemas CRISPR-Cas , Bacterias/virología , Bacterias/genética , Bacterias/inmunología , Bacteriófagos/genética , Bacteriófagos/inmunología , Chryseobacterium/genética , Chryseobacterium/inmunología , Chryseobacterium/virología , Proteína 9 Asociada a CRISPR/química , Proteína 9 Asociada a CRISPR/genética , Proteína 9 Asociada a CRISPR/metabolismo , Sistemas CRISPR-Cas/genética , Sistemas CRISPR-Cas/inmunología , División del ADN , Sitios Genéticos/genética , Modelos Moleculares , Dominios Proteicos
4.
Immunity ; 52(1): 109-122.e6, 2020 01 14.
Artículo en Inglés | MEDLINE | ID: mdl-31882361

RESUMEN

Recent work suggests that cholesterol metabolism impacts innate immune responses against infection. However, the key enzymes or the natural products and mechanisms involved are not well elucidated. Here, we have shown that upon DNA and RNA viral infection, macrophages reduced 7-dehydrocholesterol reductase (DHCR7) expression. DHCR7 deficiency or treatment with the natural product 7-dehydrocholesterol (7-DHC) could specifically promote phosphorylation of IRF3 (not TBK1) and enhance type I interferon (IFN-I) production in macrophages. We further elucidated that viral infection or 7-DHC treatment enhanced AKT3 expression and activation. AKT3 directly bound and phosphorylated IRF3 at Ser385, together with TBK1-induced phosphorylation of IRF3 Ser386, to achieve IRF3 dimerization. Deletion of DHCR7 and the DHCR7 inhibitors including AY9944 and the chemotherapy drug tamoxifen promoted clearance of Zika virus and multiple viruses in vitro or in vivo. Taken together, we propose that the DHCR7 inhibitors and 7-DHC are potential therapeutics against emerging or highly pathogenic viruses.


Asunto(s)
Deshidrocolesteroles/metabolismo , Factor 3 Regulador del Interferón/metabolismo , Interferón Tipo I/biosíntesis , Macrófagos/inmunología , Oxidorreductasas actuantes sobre Donantes de Grupo CH-CH/metabolismo , Estomatitis Vesicular/inmunología , Células A549 , Animales , Línea Celular , Colesterol/metabolismo , Activación Enzimática/inmunología , Células HEK293 , Humanos , Ratones , Ratones Endogámicos C57BL , Oxidorreductasas actuantes sobre Donantes de Grupo CH-CH/antagonistas & inhibidores , Oxidorreductasas actuantes sobre Donantes de Grupo CH-CH/genética , Fosfatidilinositol 3-Quinasas/metabolismo , Fosforilación , Proteínas Proto-Oncogénicas c-akt/metabolismo , Células RAW 264.7 , Interferencia de ARN , ARN Interferente Pequeño/genética , Virus de la Estomatitis Vesicular Indiana/inmunología
5.
Genes Dev ; 35(19-20): 1327-1332, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34531315

RESUMEN

Activating mutations in KRAS (KRAS*) are present in nearly all pancreatic ductal adenocarcinoma (PDAC) cases and critical for tumor maintenance. By using an inducible KRAS* PDAC mouse model, we identified a deubiquitinase USP21-driven resistance mechanism to anti-KRAS* therapy. USP21 promotes KRAS*-independent tumor growth via its regulation of MARK3-induced macropinocytosis, which serves to maintain intracellular amino acid levels for anabolic growth. The USP21-mediated KRAS* bypass, coupled with the frequent amplification of USP21 in human PDAC tumors, encourages the assessment of USP21 as a novel drug target as well as a potential parameter that may affect responsiveness to emergent anti-KRAS* therapy.


Asunto(s)
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Animales , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patología , Línea Celular Tumoral , Enzimas Desubicuitinizantes/metabolismo , Ratones , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Proteínas Proto-Oncogénicas p21(ras)/genética , Proteínas Proto-Oncogénicas p21(ras)/metabolismo , Ubiquitina Tiolesterasa
6.
Annu Rev Microbiol ; 77: 341-361, 2023 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-37307856

RESUMEN

Fungal species have dynamic genomes and often exhibit genomic plasticity in response to stress. This genome plasticity often comes with phenotypic consequences that affect fitness and resistance to stress. Fungal pathogens exhibit genome plasticity in both clinical and agricultural settings and often during adaptation to antifungal drugs, posing significant challenges to human health. Therefore, it is important to understand the rates, mechanisms, and impact of large genomic changes. This review addresses the prevalence of polyploidy, aneuploidy, and copy number variation across diverse fungal species, with special attention to prominent fungal pathogens and model species. We also explore the relationship between environmental stress and rates of genomic changes and highlight the mechanisms underlying genotypic and phenotypic changes. A comprehensive understanding of these dynamic fungal genomes is needed to identify novel solutions for the increase in antifungal drug resistance.


Asunto(s)
Aneuploidia , Variaciones en el Número de Copia de ADN , Humanos , Poliploidía , Genómica , Genoma Fúngico
7.
Nature ; 610(7933): 693-698, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36224389

RESUMEN

Soils are the foundation of all terrestrial ecosystems1. However, unlike for plants and animals, a global assessment of hotspots for soil nature conservation is still lacking2. This hampers our ability to establish nature conservation priorities for the multiple dimensions that support the soil system: from soil biodiversity to ecosystem services. Here, to identify global hotspots for soil nature conservation, we performed a global field survey that includes observations of biodiversity (archaea, bacteria, fungi, protists and invertebrates) and functions (critical for six ecosystem services) in 615 composite samples of topsoil from a standardized survey in all continents. We found that each of the different ecological dimensions of soils-that is, species richness (alpha diversity, measured as amplicon sequence variants), community dissimilarity and ecosystem services-peaked in contrasting regions of the planet, and were associated with different environmental factors. Temperate ecosystems showed the highest species richness, whereas community dissimilarity peaked in the tropics, and colder high-latitudinal ecosystems were identified as hotspots of ecosystem services. These findings highlight the complexities that are involved in simultaneously protecting multiple ecological dimensions of soil. We further show that most of these hotspots are not adequately covered by protected areas (more than 70%), and are vulnerable in the context of several scenarios of global change. Our global estimation of priorities for soil nature conservation highlights the importance of accounting for the multidimensionality of soil biodiversity and ecosystem services to conserve soils for future generations.


Asunto(s)
Biodiversidad , Conservación de los Recursos Naturales , Mapeo Geográfico , Microbiología del Suelo , Suelo , Animales , Conservación de los Recursos Naturales/métodos , Suelo/parasitología , Invertebrados , Archaea
8.
PLoS Genet ; 20(3): e1011210, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38536778

RESUMEN

Sex is determined by multiple factors derived from somatic and germ cells in vertebrates. We have identified amhy, dmrt1, gsdf as male and foxl2, foxl3, cyp19a1a as female sex determination pathway genes in Nile tilapia. However, the relationship among these genes is largely unclear. Here, we found that the gonads of dmrt1;cyp19a1a double mutants developed as ovaries or underdeveloped testes with no germ cells irrespective of their genetic sex. In addition, the gonads of dmrt1;cyp19a1a;cyp19a1b triple mutants still developed as ovaries. The gonads of foxl3;cyp19a1a double mutants developed as testes, while the gonads of dmrt1;cyp19a1a;foxl3 triple mutants eventually developed as ovaries. In contrast, the gonads of amhy;cyp19a1a, gsdf;cyp19a1a, amhy;foxl2, gsdf;foxl2 double and amhy;cyp19a1a;cyp19a1b, gsdf;cyp19a1a;cyp19a1b triple mutants developed as testes with spermatogenesis via up-regulation of dmrt1 in both somatic and germ cells. The gonads of amhy;foxl3 and gsdf;foxl3 double mutants developed as ovaries but with germ cells in spermatogenesis due to up-regulation of dmrt1. Taking the respective ovary and underdeveloped testis of dmrt1;foxl3 and dmrt1;foxl2 double mutants reported previously into consideration, we demonstrated that once dmrt1 mutated, the gonad could not be rescued to functional testis by mutating any female pathway gene. The sex reversal caused by mutation of male pathway genes other than dmrt1, including its upstream amhy and downstream gsdf, could be rescued by mutating female pathway gene. Overall, our data suggested that dmrt1 is the only male pathway gene tested indispensable for sex determination and functional testis development in tilapia.


Asunto(s)
Procesos de Determinación del Sexo , Tilapia , Animales , Femenino , Masculino , Regulación del Desarrollo de la Expresión Génica , Gónadas/metabolismo , Ovario/metabolismo , Procesos de Determinación del Sexo/genética , Diferenciación Sexual/genética , Testículo/metabolismo , Tilapia/genética
9.
Proc Natl Acad Sci U S A ; 121(24): e2321619121, 2024 Jun 11.
Artículo en Inglés | MEDLINE | ID: mdl-38833475

RESUMEN

Angiotensin-convertingenzyme 2 (ACE2) has dual functions, regulating cardiovascular physiology and serving as the receptor for coronaviruses. Bats, the only true flying mammals and natural viral reservoirs, have evolved positive alterations in traits related to both functions of ACE2. This suggests significant evolutionary changes in ACE2 during bat evolution. To test this hypothesis, we examine the selection pressure in ACE2 along the ancestral branch of all bats (AncBat-ACE2), where powered flight and bat-coronavirus coevolution occurred, and detect a positive selection signature. To assess the functional effects of positive selection, we resurrect AncBat-ACE2 and its mutant (AncBat-ACE2-mut) created by replacing the positively selected sites. Compared to AncBat-ACE2-mut, AncBat-ACE2 exhibits stronger enzymatic activity, enhances mice's performance in exercise fatigue, and shows lower affinity to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Our findings indicate the functional pleiotropy of positive selection in the ancient ACE2 of bats, providing an alternative hypothesis for the evolutionary origin of bats' defense against coronaviruses.


Asunto(s)
Enzima Convertidora de Angiotensina 2 , Quirópteros , Selección Genética , Quirópteros/virología , Quirópteros/genética , Animales , Enzima Convertidora de Angiotensina 2/genética , Enzima Convertidora de Angiotensina 2/metabolismo , Ratones , Pleiotropía Genética , Evolución Molecular , SARS-CoV-2/genética , COVID-19/virología , COVID-19/genética , Coronavirus/genética , Humanos , Filogenia
10.
Genes Dev ; 33(19-20): 1361-1366, 2019 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-31488580

RESUMEN

The ubiquitin-specific protease (USP) family is the largest group of cysteine proteases. Cancer genomic analysis identified frequent amplification of USP21 (22%) in human pancreatic ductal adenocarcinoma (PDAC). USP21 overexpression correlates with human PDAC progression, and enforced expression of USP21 accelerates murine PDAC tumor growth and drives PanIN to PDAC progression in immortalized human pancreatic ductal cells. Conversely, depletion of USP21 impairs PDAC tumor growth. Mechanistically, USP21 deubiquitinates and stabilizes the TCF/LEF transcription factor TCF7, which promotes cancer cell stemness. Our work identifies and validates USP21 as a PDAC oncogene, providing a potential druggable target for this intractable disease.


Asunto(s)
Regulación Neoplásica de la Expresión Génica/genética , Neoplasias Pancreáticas/enzimología , Ubiquitina Tiolesterasa/genética , Ubiquitina Tiolesterasa/metabolismo , Vía de Señalización Wnt/genética , Animales , Línea Celular Tumoral , Humanos , Ratones , Células Madre Neoplásicas/patología , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/fisiopatología , Factor 1 de Transcripción de Linfocitos T , Ubiquitinación , Neoplasias Pancreáticas
11.
Genome Res ; 33(3): 401-411, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-37310927

RESUMEN

We developed an analysis pipeline that can extract microbial sequences from spatial transcriptomic (ST) data and assign taxonomic labels, generating a spatial microbial abundance matrix in addition to the default host expression matrix, enabling simultaneous analysis of host expression and microbial distribution. We called the pipeline spatial metatranscriptome (SMT) and applied it on both human and murine intestinal sections and validated the spatial microbial abundance information with alternative assays. Biological insights were gained from these novel data that showed host-microbe interaction at various spatial scales. Finally, we tested experimental modification that can increase microbial capture while preserving host spatial expression quality and, by use of positive controls, quantitatively showed the capture efficiency and recall of our methods. This proof-of-concept work shows the feasibility of SMT analysis and paves the way for further experimental optimization and application.


Asunto(s)
Perfilación de la Expresión Génica , Transcriptoma , Humanos , Animales , Ratones
12.
Nat Methods ; 20(7): 1048-1057, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37231265

RESUMEN

The brain is a complex tissue whose function relies on coordinated anatomical and molecular features. However, the molecular annotation of the spatial organization of the brain is currently insufficient. Here, we describe microfluidic indexing-based spatial assay for transposase-accessible chromatin and RNA-sequencing (MISAR-seq), a method for spatially resolved joint profiling of chromatin accessibility and gene expression. By applying MISAR-seq to the developing mouse brain, we study tissue organization and spatiotemporal regulatory logics during mouse brain development.


Asunto(s)
Cromatina , Secuenciación de Nucleótidos de Alto Rendimiento , Animales , Ratones , Cromatina/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Análisis de Secuencia de ARN , Encéfalo , Expresión Génica , Perfilación de la Expresión Génica
13.
Nat Chem Biol ; 20(6): 742-750, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38308046

RESUMEN

Unlocking the potential of protein arginine deiminase 4 (PAD4) as a drug target for rheumatoid arthritis requires a deeper understanding of its regulation. In this study, we use unbiased antibody selections to identify functional antibodies capable of either activating or inhibiting PAD4 activity. Through cryogenic-electron microscopy, we characterized the structures of these antibodies in complex with PAD4 and revealed insights into their mechanisms of action. Rather than steric occlusion of the substrate-binding catalytic pocket, the antibodies modulate PAD4 activity through interactions with allosteric binding sites adjacent to the catalytic pocket. These binding events lead to either alteration of the active site conformation or the enzyme oligomeric state, resulting in modulation of PAD4 activity. Our study uses antibody engineering to reveal new mechanisms for enzyme regulation and highlights the potential of using PAD4 agonist and antagonist antibodies for studying PAD4-dependency in disease models and future therapeutic development.


Asunto(s)
Arginina Deiminasa Proteína-Tipo 4 , Arginina Deiminasa Proteína-Tipo 4/metabolismo , Arginina Deiminasa Proteína-Tipo 4/química , Humanos , Dominio Catalítico , Microscopía por Crioelectrón , Modelos Moleculares , Anticuerpos/química , Anticuerpos/inmunología , Anticuerpos/metabolismo , Artritis Reumatoide/metabolismo , Artritis Reumatoide/tratamiento farmacológico , Hidrolasas/metabolismo , Hidrolasas/química , Desiminasas de la Arginina Proteica/metabolismo , Desiminasas de la Arginina Proteica/química
14.
J Immunol ; 212(4): 677-688, 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38117276

RESUMEN

During the initiation of the inflammatory response of microglia, the expression of many inflammation- and cell metabolism-related genes alters. However, how the transcription of inflammation- and metabolism-related genes are coordinately regulated during inflammation initiation is poorly understood. In this study, we found that LPS stimulation induced the expression of the chromatin target of PRMT1 (protein arginine methyltransferase 1) (CHTOP) in microglia. Knocking down CHTOP in microglia decreased proinflammatory cytokine expression. In addition, CHTOP knockdown altered cell metabolism, as both the upregulated genes were enriched in cell metabolism-related pathways and the metabolites profile was greatly altered based on untargeted metabolomics analysis. Mechanistically, CHTOP could directly bind the regulatory elements of inflammation and cell metabolism-related genes to regulate their transcription. In addition, knocking down CHTOP increased neuronal viability in vitro and alleviated microglia-mediated neuroinflammation in a systemic LPS treatment mouse model. Collectively, these data revealed CHTOP as a novel regulator to promote microglia-mediated neuroinflammation by coordinately regulating the transcription of inflammation and cell metabolism-related genes.


Asunto(s)
Microglía , Enfermedades Neuroinflamatorias , Animales , Ratones , Expresión Génica , Inflamación/metabolismo , Lipopolisacáridos/metabolismo , Microglía/metabolismo
15.
Cell ; 145(2): 242-56, 2011 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-21496644

RESUMEN

The shoot apical meristem (SAM) comprises a group of undifferentiated cells that divide to maintain the plant meristem and also give rise to all shoot organs. SAM fate is specified by class III HOMEODOMAIN-LEUCINE ZIPPER (HD-ZIP III) transcription factors, which are targets of miR166/165. In Arabidopsis, AGO10 is a critical regulator of SAM maintenance, and here we demonstrate that AGO10 specifically interacts with miR166/165. The association is determined by a distinct structure of the miR166/165 duplex. Deficient loading of miR166 into AGO10 results in a defective SAM. Notably, the miRNA-binding ability of AGO10, but not its catalytic activity, is required for SAM development, and AGO10 has a higher binding affinity for miR166 than does AGO1, a principal contributor to miRNA-mediated silencing. We propose that AGO10 functions as a decoy for miR166/165 to maintain the SAM, preventing their incorporation into AGO1 complexes and the subsequent repression of HD-ZIP III gene expression.


Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/crecimiento & desarrollo , Arabidopsis/metabolismo , Regulación de la Expresión Génica de las Plantas , Meristema/crecimiento & desarrollo , MicroARNs/genética , ARN de Planta/genética , Arabidopsis/genética , Proteínas Argonautas , Brotes de la Planta
16.
Mol Cell ; 71(6): 1092-1104.e5, 2018 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-30174291

RESUMEN

Activation of class I phosphatidylinositol 3-kinase (PI3K) leads to formation of phosphatidylinositol-3,4,5-trisphophate (PIP3) and phosphatidylinositol-3,4-bisphophate (PI34P2), which spatiotemporally coordinate and regulate a myriad of cellular processes. By simultaneous quantitative imaging of PIP3 and PI34P2 in live cells, we here show that they have a distinctively different spatiotemporal distribution and history in response to growth factor stimulation, which allows them to selectively induce the membrane recruitment and activation of Akt isoforms. PI34P2 selectively activates Akt2 at both the plasma membrane and early endosomes, whereas PIP3 selectively stimulates Akt1 and Akt3 exclusively at the plasma membrane. These spatiotemporally distinct activation patterns of Akt isoforms provide a mechanism for their differential regulation of downstream signaling molecules. Collectively, our studies show that different spatiotemporal dynamics of PIP3 and PI34P2 and their ability to selectively activate key signaling proteins allow them to mediate class I PI3K signaling pathways in a spatiotemporally specific manner.


Asunto(s)
Imagen Óptica/métodos , Fosfatos de Fosfatidilinositol/fisiología , Imagen Individual de Molécula/métodos , Animales , Línea Celular , Membrana Celular , Humanos , Fosfatos de Inositol , Ratones , Fosfatidilinositol 3-Quinasas/metabolismo , Fosfatidilinositol 3-Quinasas/fisiología , Fosfatos de Fosfatidilinositol/metabolismo , Fosfatidilinositoles , Isoformas de Proteínas , Transporte de Proteínas , Proteínas Proto-Oncogénicas c-akt/metabolismo , Transducción de Señal
17.
Proc Natl Acad Sci U S A ; 120(33): e2219634120, 2023 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-37556501

RESUMEN

Host specificity is observed in gut symbionts of diverse animal lineages. But how hosts maintain symbionts while rejecting their close relatives remains elusive. We use eusocial bees and their codiversified gut bacteria to understand host regulation driving symbiotic specificity. The cross-inoculation of bumblebee Gilliamella induced higher prostaglandin in the honeybee gut, promoting a pronounced host response through immune deficiency (IMD) and Toll pathways. Gene silencing and vitamin C treatments indicate that reactive oxygen species (ROS), not antimicrobial peptides, acts as the effector in inhibiting the non-native strain. Quantitative PCR and RNAi further reveal a regulatory function of the IMD and Toll pathways, in which Relish and dorsal-1 may regulate Dual Oxidase (Duox) for ROS production. Therefore, the honeybee maintains symbiotic specificity by creating a hostile gut environment to exotic bacteria, through differential regulation of its immune system, reflecting a co-opting of existing machinery evolved to combat pathogens.


Asunto(s)
Abejas , Especificidad del Huésped , Síndromes de Inmunodeficiencia , Receptores Toll-Like , Animales , Bacterias , Abejas/inmunología , Abejas/microbiología , Oxidasas Duales , Inmunidad , Especies Reactivas de Oxígeno , Receptores Toll-Like/metabolismo
18.
Genome Res ; 32(6): 1199-1214, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35667843

RESUMEN

Conventional environmental health studies have primarily focused on limited environmental stressors at the population level, which lacks the power to dissect the complexity and heterogeneity of individualized environmental exposures. Here, as a pilot case study, we integrated deep-profiled longitudinal personal exposome and internal multi-omics to systematically investigate how the exposome shapes a single individual's phenome. We annotated thousands of chemical and biological components in the personal exposome cloud and found they were significantly correlated with thousands of internal biomolecules, which was further cross-validated using corresponding clinical data. Our results showed that agrochemicals and fungi predominated in the highly diverse and dynamic personal exposome, and the biomolecules and pathways related to the individual's immune system, kidney, and liver were highly associated with the personal external exposome. Overall, this data-driven longitudinal monitoring study shows the potential dynamic interactions between the personal exposome and internal multi-omics, as well as the impact of the exposome on precision health by producing abundant testable hypotheses.


Asunto(s)
Exposoma , Exposición a Riesgos Ambientales/efectos adversos , Salud Ambiental , Monitoreo del Ambiente/métodos , Humanos
19.
Nat Methods ; 19(6): 759-769, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35654951

RESUMEN

Advances in multiplexed in situ imaging are revealing important insights in spatial biology. However, cell type identification remains a major challenge in imaging analysis, with most existing methods involving substantial manual assessment and subjective decisions for thousands of cells. We developed an unsupervised machine learning algorithm, CELESTA, which identifies the cell type of each cell, individually, using the cell's marker expression profile and, when needed, its spatial information. We demonstrate the performance of CELESTA on multiplexed immunofluorescence images of colorectal cancer and head and neck squamous cell carcinoma (HNSCC). Using the cell types identified by CELESTA, we identify tissue architecture associated with lymph node metastasis in HNSCC, and validate our findings in an independent cohort. By coupling our spatial analysis with single-cell RNA-sequencing data on proximal sections of the same specimens, we identify cell-cell crosstalk associated with lymph node metastasis, demonstrating the power of CELESTA to facilitate identification of clinically relevant interactions.


Asunto(s)
Neoplasias de Cabeza y Cuello , Estudios de Cohortes , Humanos , Metástasis Linfática , Carcinoma de Células Escamosas de Cabeza y Cuello
20.
Brief Bioinform ; 24(1)2023 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-36585786

RESUMEN

Quantifying an individual's risk for common diseases is an important goal of precision health. The polygenic risk score (PRS), which aggregates multiple risk alleles of candidate diseases, has emerged as a standard approach for identifying high-risk individuals. Although several studies have been performed to benchmark the PRS calculation tools and assess their potential to guide future clinical applications, some issues remain to be further investigated, such as lacking (i) various simulated data with different genetic effects; (ii) evaluation of machine learning models and (iii) evaluation on multiple ancestries studies. In this study, we systematically validated and compared 13 statistical methods, 5 machine learning models and 2 ensemble models using simulated data with additive and genetic interaction models, 22 common diseases with internal training sets, 4 common diseases with external summary statistics and 3 common diseases for trans-ancestry studies in UK Biobank. The statistical methods were better in simulated data from additive models and machine learning models have edges for data that include genetic interactions. Ensemble models are generally the best choice by integrating various statistical methods. LDpred2 outperformed the other standalone tools, whereas PRS-CS, lassosum and DBSLMM showed comparable performance. We also identified that disease heritability strongly affected the predictive performance of all methods. Both the number and effect sizes of risk SNPs are important; and sample size strongly influences the performance of all methods. For the trans-ancestry studies, we found that the performance of most methods became worse when training and testing sets were from different populations.


Asunto(s)
Aprendizaje Automático , Herencia Multifactorial , Humanos , Factores de Riesgo , Genómica , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo/métodos
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