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1.
Artículo en Inglés | MEDLINE | ID: mdl-38831121

RESUMEN

Once considered a tissue culture-specific phenomenon, cellular senescence has now been linked to various biological processes with both beneficial and detrimental roles in humans, rodents and other species. Much of our understanding of senescent cell biology still originates from tissue culture studies, where each cell in the culture is driven to an irreversible cell cycle arrest. By contrast, in tissues, these cells are relatively rare and difficult to characterize, and it is now established that fully differentiated, postmitotic cells can also acquire a senescence phenotype. The SenNet Biomarkers Working Group was formed to provide recommendations for the use of cellular senescence markers to identify and characterize senescent cells in tissues. Here, we provide recommendations for detecting senescent cells in different tissues based on a comprehensive analysis of existing literature reporting senescence markers in 14 tissues in mice and humans. We discuss some of the recent advances in detecting and characterizing cellular senescence, including molecular senescence signatures and morphological features, and the use of circulating markers. We aim for this work to be a valuable resource for both seasoned investigators in senescence-related studies and newcomers to the field.

2.
Nature ; 590(7844): 129-133, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33408418

RESUMEN

Regeneration is a complex chain of events that restores a tissue to its original size and shape. The tissue-wide coordination of cellular dynamics that is needed for proper morphogenesis is challenged by the large dimensions of regenerating body parts. Feedback mechanisms in biochemical pathways can provide effective communication across great distances1-5, but how they might regulate growth during tissue regeneration is unresolved6,7. Here we report that rhythmic travelling waves of Erk activity control the growth of bone in time and space in regenerating zebrafish scales, millimetre-sized discs of protective body armour. We find that waves of Erk activity travel across the osteoblast population as expanding concentric rings that are broadcast from a central source, inducing ring-like patterns of tissue growth. Using a combination of theoretical and experimental analyses, we show that Erk activity propagates as excitable trigger waves that are able to traverse the entire scale in approximately two days and that the frequency of wave generation controls the rate of scale regeneration. Furthermore, the periodic induction of synchronous, tissue-wide activation of Erk in place of travelling waves impairs tissue growth, which indicates that wave-distributed Erk activation is key to regeneration. Our findings reveal trigger waves as a regulatory strategy to coordinate cell behaviour and instruct tissue form during regeneration.


Asunto(s)
Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Sistema de Señalización de MAP Quinasas , Osteoblastos/citología , Osteoblastos/metabolismo , Regeneración , Pez Cebra/fisiología , Escamas de Animales/citología , Escamas de Animales/enzimología , Escamas de Animales/crecimiento & desarrollo , Escamas de Animales/fisiología , Animales , Difusión , Femenino , Masculino , Pez Cebra/crecimiento & desarrollo
3.
Am J Hum Genet ; 110(10): 1661-1672, 2023 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-37741276

RESUMEN

In the effort to treat Mendelian disorders, correcting the underlying molecular imbalance may be more effective than symptomatic treatment. Identifying treatments that might accomplish this goal requires extensive and up-to-date knowledge of molecular pathways-including drug-gene and gene-gene relationships. To address this challenge, we present "parsing modifiers via article annotations" (PARMESAN), a computational tool that searches PubMed and PubMed Central for information to assemble these relationships into a central knowledge base. PARMESAN then predicts putatively novel drug-gene relationships, assigning an evidence-based score to each prediction. We compare PARMESAN's drug-gene predictions to all of the drug-gene relationships displayed by the Drug-Gene Interaction Database (DGIdb) and show that higher-scoring relationship predictions are more likely to match the directionality (up- versus down-regulation) indicated by this database. PARMESAN had more than 200,000 drug predictions scoring above 8 (as one example cutoff), for more than 3,700 genes. Among these predicted relationships, 210 were registered in DGIdb and 201 (96%) had matching directionality. This publicly available tool provides an automated way to prioritize drug screens to target the most-promising drugs to test, thereby saving time and resources in the development of therapeutics for genetic disorders.


Asunto(s)
PubMed , Humanos , Bases de Datos Factuales
4.
Proc Natl Acad Sci U S A ; 118(24)2021 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-34099553

RESUMEN

Millions of nocturnally migrating birds die each year from collisions with built structures, especially brightly illuminated buildings and communication towers. Reducing this source of mortality requires knowledge of important behavioral, meteorological, and anthropogenic factors, yet we lack an understanding of the interacting roles of migration, artificial lighting, and weather conditions in causing fatal bird collisions. Using two decades of collision surveys and concurrent weather and migration measures, we model numbers of collisions occurring at a large urban building in Chicago. We find that the magnitude of nocturnal bird migration, building light output, and wind conditions are the most important predictors of fatal collisions. The greatest mortality occurred when the building was brightly lit during large nocturnal migration events and when winds concentrated birds along the Chicago lakeshore. We estimate that halving lighted window area decreases collision counts by 11× in spring and 6× in fall. Bird mortality could be reduced by ∼60% at this site by decreasing lighted window area to minimum levels historically recorded. Our study provides strong support for a relationship between nocturnal migration magnitude and urban bird mortality, mediated by light pollution and local atmospheric conditions. Although our research focuses on a single site, our findings have global implications for reducing or eliminating a critically important cause of bird mortality.


Asunto(s)
Aves/fisiología , Migración Animal/fisiología , Animales , Chicago , Ciudades , Iluminación , Factores de Tiempo , Viento
5.
J Am Chem Soc ; 145(40): 21915-21924, 2023 10 11.
Artículo en Inglés | MEDLINE | ID: mdl-37782045

RESUMEN

Interactions between RNA and proteins are the cornerstone of many important biological processes from transcription and translation to gene regulation, yet little is known about the ancient origin of said interactions. We hypothesized that peptide amyloids played a role in the origin of life and that their repetitive structure lends itself to building interfaces with other polymers through avidity. Here, we report that short RNA with a minimum length of three nucleotides binds in a sequence-dependent manner to peptide amyloids. The 3'-5' linked RNA backbone appears to be well-suited to support these interactions, with the phosphodiester backbone and nucleobases both contributing to the affinity. Sequence-specific RNA-peptide interactions of the kind identified here may provide a path to understanding one of the great mysteries rooted in the origin of life: the origin of the genetic code.


Asunto(s)
Nucleótidos , ARN , ARN/química , Nucleótidos/genética , Codón , Amiloide/genética , Proteínas Amiloidogénicas , Péptidos/genética
6.
Proc Natl Acad Sci U S A ; 117(41): 25840-25850, 2020 10 13.
Artículo en Inglés | MEDLINE | ID: mdl-32989137

RESUMEN

Declining insect population sizes are provoking grave concern around the world as insects play essential roles in food production and ecosystems. Environmental contamination by intense insecticide usage is consistently proposed as a significant contributor, among other threats. Many studies have demonstrated impacts of low doses of insecticides on insect behavior, but have not elucidated links to insecticidal activity at the molecular and cellular levels. Here, the histological, physiological, and behavioral impacts of imidacloprid are investigated in Drosophila melanogaster, an experimental organism exposed to insecticides in the field. We show that oxidative stress is a key factor in the mode of action of this insecticide at low doses. Imidacloprid produces an enduring flux of Ca2+ into neurons and a rapid increase in levels of reactive oxygen species (ROS) in the larval brain. It affects mitochondrial function, energy levels, the lipid environment, and transcriptomic profiles. Use of RNAi to induce ROS production in the brain recapitulates insecticide-induced phenotypes in the metabolic tissues, indicating that a signal from neurons is responsible. Chronic low level exposures in adults lead to mitochondrial dysfunction, severe damage to glial cells, and impaired vision. The potent antioxidant, N-acetylcysteine amide (NACA), reduces the severity of a number of the imidacloprid-induced phenotypes, indicating a causal role for oxidative stress. Given that other insecticides are known to generate oxidative stress, this research has wider implications. The systemic impairment of several key biological functions, including vision, reported here would reduce the resilience of insects facing other environmental challenges.


Asunto(s)
Drosophila melanogaster/efectos de los fármacos , Drosophila melanogaster/fisiología , Insecticidas/toxicidad , Neonicotinoides/toxicidad , Neuronas/efectos de los fármacos , Nitrocompuestos/toxicidad , Especies Reactivas de Oxígeno/metabolismo , Animales , Conducta Animal/efectos de los fármacos , Calcio/metabolismo , Drosophila melanogaster/crecimiento & desarrollo , Femenino , Imidazoles/análisis , Imidazoles/toxicidad , Insecticidas/análisis , Larva/efectos de los fármacos , Larva/crecimiento & desarrollo , Larva/metabolismo , Masculino , Mitocondrias/efectos de los fármacos , Mitocondrias/metabolismo , Neonicotinoides/análisis , Neuronas/metabolismo , Nitrocompuestos/análisis , Estrés Oxidativo/efectos de los fármacos
7.
J Aging Soc Policy ; : 1-21, 2023 Dec 27.
Artículo en Inglés | MEDLINE | ID: mdl-38151708

RESUMEN

Consumer-directed care (CDC) programs for older people aim to optimize health outcomes by offering clients control and flexibility regarding service arrangements. However, policy design features may differ due to heterogenous sociostructural systems. By operationalizing a framework with three dimensions of CDC, i.e. control and direct services, variety of service options, and information and support, we analyzed how countries vary in their policy designs to achieve consumer direction. Using an expert survey (n = 20) and cross-national document analysis, we analyzed 12 CDC programs from seven selected countries: the United States, the United Kingdom, Germany, the Netherlands, China, Australia, and Spain. Among the three dimensions, CDC programs placed more emphasis on and displayed more homogenous performance of policy designs that achieve consumer direction in the dimension of control and direct services, while less emphasis was placed on and more heterogenous performance displayed in the dimensions of variety of service options and information and support. We offer a systematically operationalized framework to investigate CDC policy designs. Findings advance our understanding of CDC policy features from a cross-national perspective. Policymakers could incorporate these findings to empower older people in their respective societies.

8.
J Neurosci ; 41(26): 5734-5746, 2021 06 30.
Artículo en Inglés | MEDLINE | ID: mdl-34031163

RESUMEN

Obesity is a serious global health problem because of its increasing prevalence and comorbidities, but its treatments are limited. The serotonin 2C receptor (5-HT2CR), a G-protein-coupled receptor, activates proopiomelanocortin (POMC) neurons in the arcuate nucleus of hypothalamus (ARH) to reduce appetite and weight gain. However, several 5-HT analogs targeting this receptor, e.g., lorcaserin (Lor), suffer from diminished efficacy to reduce weight after prolonged administration. Here, we show that barbadin (Bar), a novel ß-arrestin/ß2-adaptin inhibitor, can prevent 5-HT2CR internalization in cells and potentiate long-term effects of Lor to reduce appetite and body weight in male mice. Mechanistically, we demonstrate that Bar co-treatment can effectively maintain the sensitivity of the 5-HT2CR in POMCARH neurons, despite prolonged Lor exposure, thereby allowing these neurons to be activated through opening the transient receptor potential cation (TRPC) channels. Thus, our results prove the concept that inhibition of 5-HT2CR desensitization can be a valid strategy to improve the long-term weight loss effects of Lor or other 5-HT2CR agonists, and also provide an intellectual framework to develop effective long-term management of weight by targeting 5-HT2CR desensitization.SIGNIFICANCE STATEMENT By demonstrating that the combination of barbadin (Bar) with a G-protein-coupled receptor (GPCR) agonist can provide prolonged weight-lowering benefits in a preclinical setting, our work should call for additional efforts to validate Bar as a safe and effective medicine or to use Bar as a lead compound to develop more suitable compounds for obesity treatment. These results prove the concept that inhibition of serotonin 2C receptor (5-HT2CR) desensitization can be a valid strategy to improve the long-term weight loss effects of lorcaserin (Lor) or other 5-HT2CR agonists. Since GPCRs represent a major category as therapeutic targets for various human diseases and desensitization of GPCRs is a common issue, our work may provide a conceptual framework to enhance effects of a broad range of GPCR medicines.


Asunto(s)
Benzazepinas/farmacología , Neuronas/efectos de los fármacos , Pirimidinas/farmacología , Receptor de Serotonina 5-HT2C/metabolismo , Pérdida de Peso/efectos de los fármacos , Animales , Apetito/efectos de los fármacos , Núcleo Arqueado del Hipotálamo/efectos de los fármacos , Núcleo Arqueado del Hipotálamo/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Proopiomelanocortina/metabolismo , Receptor de Serotonina 5-HT2C/efectos de los fármacos , Tiempo
9.
Hum Mutat ; 43(4): 471-476, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35112409

RESUMEN

The NFE2L1 transcription factor (also known as Nrf1 for nuclear factor erythroid 2-related factor-1) is a broadly expressed basic leucine zipper protein that performs a critical role in the cellular stress response pathway. Here, we identified a heterozygous nonsense mutation located in the last exon of the gene that terminates translation prematurely, resulting in the production of a truncated peptide devoid of the carboxyl-terminal region containing the DNA-binding and leucine-zipper dimerization interface of the protein. Variant derivatives were well expressed in vitro, and they inhibited the transactivation function of wild-type proteins in luciferase reporter assays. Our studies suggest that this dominant-negative effect of truncated variants is through the formation of inactive heterodimers with wild-type proteins preventing the expression of its target genes. These findings suggest the potential role of diminished NFE2L1 function as an explanation for the developmental delay, hypotonia, hypospadias, bifid scrotum, and failure to thrive observed in the patient.


Asunto(s)
Insuficiencia de Crecimiento , Hipotonía Muscular , Regulación de la Expresión Génica , Genitales , Humanos , Masculino , Factor 1 Relacionado con NF-E2/genética , Factor 1 Relacionado con NF-E2/metabolismo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
10.
Am J Hum Genet ; 105(6): 1237-1253, 2019 12 05.
Artículo en Inglés | MEDLINE | ID: mdl-31785787

RESUMEN

We report an early-onset autosomal-recessive neurological disease with cerebellar atrophy and lysosomal dysfunction. We identified bi-allelic loss-of-function (LoF) variants in Oxidative Resistance 1 (OXR1) in five individuals from three families; these individuals presented with a history of severe global developmental delay, current intellectual disability, language delay, cerebellar atrophy, and seizures. While OXR1 is known to play a role in oxidative stress resistance, its molecular functions are not well established. OXR1 contains three conserved domains: LysM, GRAM, and TLDc. The gene encodes at least six transcripts, including some that only consist of the C-terminal TLDc domain. We utilized Drosophila to assess the phenotypes associated with loss of mustard (mtd), the fly homolog of OXR1. Strong LoF mutants exhibit late pupal lethality or pupal eclosion defects. Interestingly, although mtd encodes 26 transcripts, severe LoF and null mutations can be rescued by a single short human OXR1 cDNA that only contains the TLDc domain. Similar rescue is observed with the TLDc domain of NCOA7, another human homolog of mtd. Loss of mtd in neurons leads to massive cell loss, early death, and an accumulation of aberrant lysosomal structures, similar to what we observe in fibroblasts of affected individuals. Our data indicate that mtd and OXR1 are required for proper lysosomal function; this is consistent with observations that NCOA7 is required for lysosomal acidification.


Asunto(s)
Atrofia/patología , Enfermedades Cerebelosas/patología , Lisosomas/patología , Proteínas Mitocondriales/metabolismo , Enfermedades del Sistema Nervioso/patología , Estrés Oxidativo , Adolescente , Adulto , Animales , Atrofia/genética , Atrofia/metabolismo , Enfermedades Cerebelosas/genética , Enfermedades Cerebelosas/metabolismo , Niño , Drosophila melanogaster/crecimiento & desarrollo , Drosophila melanogaster/metabolismo , Femenino , Fibroblastos/metabolismo , Fibroblastos/patología , Humanos , Lisosomas/metabolismo , Masculino , Proteínas Mitocondriales/genética , Enfermedades del Sistema Nervioso/genética , Enfermedades del Sistema Nervioso/metabolismo , Linaje , Fenotipo , Adulto Joven
11.
Mol Psychiatry ; 26(12): 7211-7224, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34290371

RESUMEN

Obesity is primarily a consequence of consuming calories beyond energetic requirements, but underpinning drivers have not been fully defined. 5-Hydroxytryptamine (5-HT) neurons in the dorsal Raphe nucleus (5-HTDRN) regulate different types of feeding behavior, such as eating to cope with hunger or for pleasure. Here, we observed that activation of 5-HTDRN to hypothalamic arcuate nucleus (5-HTDRN → ARH) projections inhibits food intake driven by hunger via actions at ARH 5-HT2C and 5-HT1B receptors, whereas activation of 5-HTDRN to ventral tegmental area (5-HTDRN → VTA) projections inhibits non-hunger-driven feeding via actions at 5-HT2C receptors. Further, hunger-driven feeding gradually activates ARH-projecting 5-HTDRN neurons via inhibiting their responsiveness to inhibitory GABAergic inputs; non-hunger-driven feeding activates VTA-projecting 5-HTDRN neurons through reducing a potassium outward current. Thus, our results support a model whereby parallel circuits modulate feeding behavior either in response to hunger or to hunger-independent cues.


Asunto(s)
Hambre , Serotonina , Núcleo Dorsal del Rafe , Neuronas/fisiología , Área Tegmental Ventral/fisiología
12.
Ann Hematol ; 101(1): 139-146, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34622316

RESUMEN

In the MYF2001 trial, treatment of Janus kinase (JAK) inhibitor-relapsed/refractory intermediate-2 or high-risk myelofibrosis (MF) with imetelstat 9.4 mg/kg every 3 weeks demonstrated encouraging median overall survival of 29.9 months. To provide historical context, external real-world data (RWD) were collected from a study of 96 patients who had discontinued ruxolitinib and were subsequently treated with best available therapy (BAT) at Moffitt Cancer Center. A closely matched cohort was identified using the MYF2001 eligibility criteria, including patients with MF who had discontinued ruxolitinib due to lack or loss of response. Overall survival was measured from time of JAK inhibitor discontinuation to death or censored at last follow-up. To improve comparability, propensity score weighting approaches using average treatment effect for overlap population (ATO) and stabilized inverse probability treatment weighting (sIPTW) were used for 10 critical baseline covariates. Fifty-seven patients treated with imetelstat 9.4 mg/kg from MYF2001 and 38 patients treated with BAT from RWD were analyzed with improved balanced baseline covariates after propensity score adjustment, showing significantly lower risk of death with imetelstat compared with BAT (hazard ratio: 0.35; p = 0.0019). With sIPTW, results were similar. Results of sensitivity analyses were consistent with the primary analysis. In conclusion, treatment with imetelstat was associated with longer overall survival compared to BAT (30 vs 12 months, respectively) in closely matched patients with MF after JAK inhibitor failure, warranting further evaluation of imetelstat in this poor-prognosis patient population.


Asunto(s)
Oligonucleótidos/uso terapéutico , Mielofibrosis Primaria/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/uso terapéutico , Anciano , Femenino , Humanos , Quinasas Janus/antagonistas & inhibidores , Masculino , Persona de Mediana Edad , Nitrilos/efectos adversos , Nitrilos/uso terapéutico , Oligonucleótidos/efectos adversos , Mielofibrosis Primaria/epidemiología , Puntaje de Propensión , Inhibidores de Proteínas Quinasas/efectos adversos , Pirazoles/efectos adversos , Pirazoles/uso terapéutico , Pirimidinas/efectos adversos , Pirimidinas/uso terapéutico , Prevención Secundaria , Análisis de Supervivencia
13.
BMC Med Educ ; 22(1): 561, 2022 Jul 20.
Artículo en Inglés | MEDLINE | ID: mdl-35858842

RESUMEN

BACKGROUND: Students face hardships in determining what are the main points that need more studying in every subject. Checklists are one of the ways that can help students identify the most important pieces of information. Accordingly, in this study, we aimed at examining the impact of using educational checklists on the learning process of postgraduate students at Nagasaki University, Japan. METHODS: Thirty-one Master's students, who finished a "how to write a research protocol" course were recruited by sending them an invitation email that had an attached link to a previously developed and tested questionnaire on the SurveyMonkey® platform. After signing the electronic informed consent, twenty-two participants (response rate = 71%) finished the survey. The data was analyzed using Microsoft Excel and expressed in the form of frequencies and percentages. RESULTS: More than half of the students declared that they know the checklist will be used in the course that we investigated. Only two students used checklists as a means of studying (9%). Twelve students (55%) confirmed that no other courses or lessons in the School of Tropical Medicine and Global Health (TMGH) use checklists. No students found the usage of checklists not easy or not practical to apply. Many students thought the length of the checklist was suitable and not too short (64%), although three students (14%) found it lengthy. Moreover, most students described the checklist as beyond good (86%) and they would recommend using a checklist for teaching other college students (73%). CONCLUSION: Using checklists in education can facilitate the learning process, help in memorization, and deepen the concepts being studied. Further studies are required to examine the impact of checklists in teaching undergraduate students and students from other non-healthcare disciplines.


Asunto(s)
Lista de Verificación , Estudiantes , Humanos , Aprendizaje , Encuestas y Cuestionarios , Enseñanza , Universidades
14.
J Autoimmun ; 120: 102644, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33971585

RESUMEN

We aim to establish a comprehensive COVID-19 autoantigen atlas in order to understand autoimmune diseases caused by SARS-CoV-2 infection. Based on the unique affinity between dermatan sulfate and autoantigens, we identified 348 proteins from human lung A549 cells, of which 198 are known targets of autoantibodies. Comparison with current COVID data identified 291 proteins that are altered at protein or transcript level in SARS-CoV-2 infection, with 191 being known autoantigens. These known and putative autoantigens are significantly associated with viral replication and trafficking processes, including gene expression, ribonucleoprotein biogenesis, mRNA metabolism, translation, vesicle and vesicle-mediated transport, and apoptosis. They are also associated with cytoskeleton, platelet degranulation, IL-12 signaling, and smooth muscle contraction. Host proteins that interact with and that are perturbed by viral proteins are a major source of autoantigens. Orf3 induces the largest number of protein alterations, Orf9 affects the mitochondrial ribosome, and they and E, M, N, and Nsp proteins affect protein localization to membrane, immune responses, and apoptosis. Phosphorylation and ubiquitination alterations by viral infection define major molecular changes in autoantigen origination. This study provides a large list of autoantigens as well as new targets for future investigation, e.g., UBA1, UCHL1, USP7, CDK11A, PRKDC, PLD3, PSAT1, RAB1A, SLC2A1, platelet activating factor acetylhydrolase, and mitochondrial ribosomal proteins. This study illustrates how viral infection can modify host cellular proteins extensively, yield diverse autoantigens, and trigger a myriad of autoimmune sequelae. Our work provides a rich resource for studies into "long COVID" and related autoimmune sequelae.


Asunto(s)
Autoantígenos/inmunología , Autoinmunidad , COVID-19/inmunología , Pulmón/inmunología , SARS-CoV-2/fisiología , Transducción de Señal/inmunología , Replicación Viral/inmunología , Células A549 , COVID-19/patología , Humanos , Pulmón/patología , Pulmón/virología
15.
Clin Genet ; 100(2): 227-233, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33963760

RESUMEN

PPP3CA encodes the catalytic subunit of calcineurin, a calcium-calmodulin-regulated serine-threonine phosphatase. Loss-of-function (LoF) variants in the catalytic domain have been associated with epilepsy, while gain-of-function (GoF) variants in the auto-inhibitory domain cause multiple congenital abnormalities. We herein report five new patients with de novo PPP3CA variants. Interestingly, the two frameshift variants in this study and the six truncating variants reported previously are all located within a 26-amino acid region in the regulatory domain (RD). Patients with a truncating variant had more severe earlier onset seizures compared to patients with a LoF missense variant, while autism spectrum disorder was a more frequent feature in the latter. Expression studies of a truncating variant showed apparent RNA expression from the mutant allele, but no detectable mutant protein. Our data suggest that PPP3CA truncating variants clustered in the RD, causing more severe early-onset refractory epilepsy and representing a type of variants distinct from LoF or GoF missense variants.


Asunto(s)
Calcineurina/genética , Epilepsia/genética , Mutación , Adolescente , Calcineurina/metabolismo , Niño , Preescolar , Epilepsia Refractaria/etiología , Epilepsia Refractaria/genética , Epilepsia/etiología , Femenino , Expresión Génica , Humanos , Masculino , Análisis de Secuencia de ARN
16.
Neural Comput ; 33(12): 3179-3203, 2021 11 12.
Artículo en Inglés | MEDLINE | ID: mdl-34474484

RESUMEN

A fundamental challenge at the interface of machine learning and neuroscience is to uncover computational principles that are shared between artificial and biological neural networks. In deep learning, normalization methods such as batch normalization, weight normalization, and their many variants help to stabilize hidden unit activity and accelerate network training, and these methods have been called one of the most important recent innovations for optimizing deep networks. In the brain, homeostatic plasticity represents a set of mechanisms that also stabilize and normalize network activity to lie within certain ranges, and these mechanisms are critical for maintaining normal brain function. In this article, we discuss parallels between artificial and biological normalization methods at four spatial scales: normalization of a single neuron's activity, normalization of synaptic weights of a neuron, normalization of a layer of neurons, and normalization of a network of neurons. We argue that both types of methods are functionally equivalent-that is, both push activation patterns of hidden units toward a homeostatic state, where all neurons are equally used-and we argue that such representations can improve coding capacity, discrimination, and regularization. As a proof of concept, we develop an algorithm, inspired by a neural normalization technique called synaptic scaling, and show that this algorithm performs competitively against existing normalization methods on several data sets. Overall, we hope this bidirectional connection will inspire neuroscientists and machine learners in three ways: to uncover new normalization algorithms based on established neurobiological principles; to help quantify the trade-offs of different homeostatic plasticity mechanisms used in the brain; and to offer insights about how stability may not hinder, but may actually promote, plasticity.


Asunto(s)
Algoritmos , Redes Neurales de la Computación , Encéfalo , Aprendizaje Automático , Neuronas
17.
Am J Public Health ; 111(3): 504-513, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33476237

RESUMEN

Objectives. To investigate the long-term impacts of a family economic intervention on physical, mental, and sexual health of adolescents orphaned by AIDS in Uganda.Methods. Students in grades 5 and 6 from 48 primary schools in Uganda were randomly assigned at the school level (cluster randomization) to 1 of 3 conditions: (1) control (n = 487; 16 schools), (2) Bridges (1:1 savings match rate; n = 396; 16 schools), or (3) Bridges PLUS (2:1 savings match rate; n = 500; 16 schools).Results. At 24 months, compared with participants in the control condition, Bridges and Bridges PLUS participants reported higher physical health scores, lower depressive symptoms, and higher self-concept and self-efficacy. During the same period, Bridges participants reported lower sexual risk-taking intentions compared with the other 2 study conditions. At 48 months, Bridges and Bridges PLUS participants reported better self-rated health, higher savings, and lower food insecurity. During the same period, Bridges PLUS participants reported reduced hopelessness, and greater self-concept and self-efficacy. At 24 and 48 months, Bridges PLUS participants reported higher savings than Bridges participants.Conclusions. Economic interventions targeting families raising adolescents orphaned by AIDS can contribute to long-term positive health and overall well-being of these families.Trial Registration. ClinicalTrials.gov registration no. NCT01447615.


Asunto(s)
Síndrome de Inmunodeficiencia Adquirida/economía , Salud del Adolescente/economía , Niños Huérfanos/educación , Pobreza/economía , Adolescente , Salud del Adolescente/estadística & datos numéricos , Relaciones Familiares , Femenino , Humanos , Masculino , Pobreza/prevención & control , Evaluación de Programas y Proyectos de Salud , Factores Socioeconómicos , Estudiantes/estadística & datos numéricos , Uganda
18.
Am J Hum Genet ; 100(6): 843-853, 2017 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-28502612

RESUMEN

One major challenge encountered with interpreting human genetic variants is the limited understanding of the functional impact of genetic alterations on biological processes. Furthermore, there remains an unmet demand for an efficient survey of the wealth of information on human homologs in model organisms across numerous databases. To efficiently assess the large volume of publically available information, it is important to provide a concise summary of the most relevant information in a rapid user-friendly format. To this end, we created MARRVEL (model organism aggregated resources for rare variant exploration). MARRVEL is a publicly available website that integrates information from six human genetic databases and seven model organism databases. For any given variant or gene, MARRVEL displays information from OMIM, ExAC, ClinVar, Geno2MP, DGV, and DECIPHER. Importantly, it curates model organism-specific databases to concurrently display a concise summary regarding the human gene homologs in budding and fission yeast, worm, fly, fish, mouse, and rat on a single webpage. Experiment-based information on tissue expression, protein subcellular localization, biological process, and molecular function for the human gene and homologs in the seven model organisms are arranged into a concise output. Hence, rather than visiting multiple separate databases for variant and gene analysis, users can obtain important information by searching once through MARRVEL. Altogether, MARRVEL dramatically improves efficiency and accessibility to data collection and facilitates analysis of human genes and variants by cross-disciplinary integration of 18 million records available in public databases to facilitate clinical diagnosis and basic research.


Asunto(s)
Variación Genética , Genoma Humano , Anotación de Secuencia Molecular , Programas Informáticos , Bases de Datos Genéticas , Humanos
19.
Clin Proteomics ; 17: 35, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32973414

RESUMEN

BACKGROUND: Autoantibodies are a hallmark of autoimmune diseases. Autoantibody screening by indirect immunofluorescence staining of HEp-2 cells with patient sera is a current standard in clinical practice. Differential diagnosis of autoimmune disorders is based on commonly recognizable nuclear and cytoplasmic staining patterns. In this study, we attempted to identify as many autoantigens as possible from HEp-2 cells using a unique proteomic DS-affinity enrichment strategy. METHODS: HEp-2 cells were cultured and lysed. Total proteins were extracted from cell lysate and fractionated with DS-Sepharose resins. Proteins were eluted with salt gradients, and fractions with low to high affinity were collected and sequenced by mass spectrometry. Literature text mining was conducted to verify the autoantigenicity of each protein. Protein interaction network and pathway analyses were performed on all identified proteins. RESULTS: This study identified 107 proteins from fractions with low to high DS-affinity. Of these, 78 are verified autoantigens with previous reports as targets of autoantibodies, whereas 29 might be potential autoantigens yet to be verified. Among the 107 proteins, 82 can be located to nucleus and 15 to the mitotic cell cycle, which may correspond to the dominance of nuclear and mitotic staining patterns in HEp-2 test. There are 55 vesicle-associated proteins and 12 ribonucleoprotein granule proteins, which may contribute to the diverse speckled patterns in HEp-2 stains. There are also 32 proteins related to the cytoskeleton. Protein network analysis indicates that these proteins have significantly more interactions among themselves than would be expected of a random set, with the top 3 networks being mRNA metabolic process regulation, apoptosis, and DNA conformation change. CONCLUSIONS: This study provides a proteomic repertoire of confirmed and potential autoantigens for future studies, and the findings are consistent with a mechanism for autoantigenicity: how self-molecules may form molecular complexes with DS to elicit autoimmunity. Our data contribute to the molecular etiology of autoimmunity and may deepen our understanding of autoimmune diseases.

20.
BMC Immunol ; 20(1): 21, 2019 06 26.
Artículo en Inglés | MEDLINE | ID: mdl-31242852

RESUMEN

BACKGROUND: Autoimmune diseases result from aberrant immune attacks by the body itself. It is mysterious how autoantigens, a large cohort of seemingly unconnected molecules expressed in different parts of the body, can induce similar autoimmune responses. We have previously found that dermatan sulfate (DS) can form complexes with molecules of apoptotic cells and stimulate autoreactive CD5+ B cells to produce autoantibodies. Hence, autoantigenic molecules share a unique biochemical property in their affinity to DS. This study sought to further test this uniform principle of autoantigenicity. RESULTS: Proteomes were extracted from freshly collected mouse livers. They were loaded onto columns packed with DS-Sepharose resins. Proteins were eluted with step gradients of increasing salt strength. Proteins that bound to DS with weak, moderate, or strong affinity were eluted with 0.4, 0.6, and 1.0 M NaCl, respectively. After desalting, trypsin digestion, and gel electrophoresis, proteins were sequenced by mass spectrometry. To validate whether these proteins have been previously identified as autoantigens, an extensive literature search was conducted using the protein name or its alternative names as keywords. Of the 41 proteins identified from the strong DS-affinity fraction, 33 (80%) were verified autoantigens. Of the 46 proteins with moderate DS-affinity, 27 (59%) were verified autoantigens. Of the 125 proteins with weak DS-affinity, 44 (35%) were known autoantigens. Strikingly, these autoantigens fell into the classical autoantibody categories of autoimmune liver diseases: ANA (anti-nuclear autoantibodies), SMA (anti-smooth muscle autoantibodies), AMA (anti-mitochondrial autoantibodies), and LKM (liver-kidney microsomal autoantigens). CONCLUSIONS: This study of DS-affinity enrichment of liver proteins establishes a comprehensive autoantigen-ome for autoimmune liver diseases, yielding 104 verified and 108 potential autoantigens. The liver autoantigen-ome sheds light on the molecular origins of autoimmune liver diseases and further supports the notion of a unifying biochemical principle of autoantigenicity.


Asunto(s)
Autoantígenos/inmunología , Enfermedades Autoinmunes/inmunología , Linfocitos B/inmunología , Dermatán Sulfato/química , Hepatopatías/inmunología , Hígado/metabolismo , Animales , Autoanticuerpos/metabolismo , Autoantígenos/aislamiento & purificación , Antígenos CD5/metabolismo , Femenino , Humanos , Hígado/patología , Activación de Linfocitos , Ratones , Ratones Endogámicos BALB C , Unión Proteica , Proteoma
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