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1.
PLoS Comput Biol ; 20(3): e1011888, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38446830

RESUMO

Tumor heterogeneity is a complex and widely recognized trait that poses significant challenges in developing effective cancer therapies. In particular, many tumors harbor a variety of subpopulations with distinct therapeutic response characteristics. Characterizing this heterogeneity by determining the subpopulation structure within a tumor enables more precise and successful treatment strategies. In our prior work, we developed PhenoPop, a computational framework for unravelling the drug-response subpopulation structure within a tumor from bulk high-throughput drug screening data. However, the deterministic nature of the underlying models driving PhenoPop restricts the model fit and the information it can extract from the data. As an advancement, we propose a stochastic model based on the linear birth-death process to address this limitation. Our model can formulate a dynamic variance along the horizon of the experiment so that the model uses more information from the data to provide a more robust estimation. In addition, the newly proposed model can be readily adapted to situations where the experimental data exhibits a positive time correlation. We test our model on simulated data (in silico) and experimental data (in vitro), which supports our argument about its advantages.


Assuntos
Fenômenos Genéticos , Neoplasias , Humanos , Avaliação Pré-Clínica de Medicamentos , Neoplasias/tratamento farmacológico , Neoplasias/patologia
2.
SEMERGEN, Soc. Esp. Med. Rural Gen. (Ed. Impr.) ; 50(2): [102187], Mar. 2024. ilus, tab
Artigo em Espanhol | IBECS | ID: ibc-231240

RESUMO

Introducción: La variabilidad de la expresión y la evolución de la COVID no se explican completamente por los factores clínicos, atribuyéndose un importante papel a los genéticos. Además, se ha planteado si los mismos componentes genéticos que participan en la susceptibilidad y gravedad de la infección influyen en su evolución hacia long COVID. Como objetivo nos propusimos revisar la literatura a fin de conocer cuáles son los factores genéticos que intervienen en la génesis de la COVID persistente. Material y métodos: Revisión sistemática en PubMed y repositorios bioRxiv y medRxiv con base en los descriptores y términos Medical Subject Headings (MeSH) relacionados con COVID y factores genéticos. Fueron seleccionados 2.705 artículos. Un primer cribado, realizado de manera independiente por los autores, redujo la lista a 205 y finalmente, tras un análisis más detallado, se eligieron 85 trabajos para su lectura completa y revisión. Resultados: La enzima convertidora de angiotensina 2 (ACE2) y la proteasa transmembrana, serina 6 (TMPSS6) están implicadas en la susceptibilidad, sin embargo, no se ha encontrado su participación en long COVID. Sí se han hallado algunas asociaciones entre genes, que intervienen en la respuesta inflamatoria e inmune, con la gravedad de la enfermedad y el desarrollo de long COVID. La relación más importante se ha observado en el locus FOXP4. Conclusiones: Aunque actualmente la información sobre long COVID es limitada, parece claro que los factores genéticos identificados hasta ahora no justifican la progresión hacia una enfermedad persistente y se debe considerar la participación de otros componentes como la acción poligénica, de genes pleiotrópicos, de la microbiota y de los cambios epigenéticos.(AU)


Introduction: The variability in expression and evolution of COVID is not completely explained by clinical factors. In fact, genetic factors play an important role. Moreover, it is unknown whether the genetic factor that contribute to susceptibility and severity are also involved in the onset and evolution of long-COVID. The objective of this review is to gather information from literature to understand which genetic factors are involved in the onset of persistent COVID. Material and methods: Systematic review in PubMed and bioRxiv and medRxiv repositories based on MeSH-descriptors and MeSH-terms related to COVID and genetic factors. Using these terms 2715 articles were pooled. An initial screening performed by authors independently, selected 205 articles of interest. A final deeper screening a total of 85 articles were chosen for complete reading and summarized in this review. Results: Although ACE2 and TMPSS6 are involved in COVID susceptibility, their involvement in long-COVID has not been found. On the other hand, the severity of the disease and the onset of long-COVID has been associated with different genes involved in the inflammatory and immune response. Particularly interesting has been the association found with the FOXP4 locus. Conclusions: Although studies on long-COVID are insufficient to fully comprehend the cause, it is clear that the current identified genetic factors do not fully explain the progression and onset of long-COVID. Other factors such as polygenic action, pleiotropic genes, the microbiota and epigenetic changes must be considered and studied.(AU)


Assuntos
Humanos , Masculino , Feminino , /diagnóstico , /genética , Variação Genética , Polimorfismo de Nucleotídeo Único , Fenômenos Genéticos , /genética
3.
Rev. colomb. reumatol ; 30(1)mar. 2023.
Artigo em Inglês | LILACS | ID: biblio-1536225

RESUMO

Introduction: Vitamin D and vitamin D receptor (VDR) polymorphisms are associated with autoimmune diseases including systemic lupus erythematosus (SLE). The aim of this study is to assess the genetic association between VDR polymorphisms: TaqI, ApaI, Bsml and FokI and SLE with serum levels of Vitamin D in the Colombian Caribbean population. Method: Case and control study. One hundred and thirty-three patients with SLE and 100 healthy individuals were included. VDR polymorphism were genotyped by RT-PCR and Taqman® probes. Allelic, genotypic and haplotype associations were estimated. Serum vitamin D concentrations were quantified by Elisa. Values of 30 to 100ng/ml were established as a normal reference range. P values <.05 were considered statistically significant. Results: A high prevalence of SLE was observed in women (94%) and was associated with a higher risk of SLE [OR: 10.8; 95% CI: 4.7-24.6] (p<.05). Moreover, higher risk of SLE was observed in individuals with FokI VDR [rs2228570] [OR: 1.58; 95% CI: 1.05-2.36] in allelic models. The ACCA Haplotype of TaqI/ApaI/Bsml/FokI polymorphisms was associated with higher risk of SLE [OR = 2.28, 95% CI = 1.12-4.66, psim <.01]. Vitamin D deficiency was evidenced in 11.3% of the patients. Conclusion: In this study, the VDR rs2228570 polymorphism and ACCA haplotype were associated with higher SLE risk in an adolescent population.


Introducción: La vitamina D y los polimorfismos en el receptor de vitamina D (VDR) se asocian con enfermedades autoinmunes, incluido el lupus eritematoso sistémico (LES). El objetivo de este estudio es analizar la asociación genética entre los polimorfismos de VDR (Taql, Apal, Bsml y Fokl) y la susceptibilidad al LES, así como su relación con los niveles séricos de vitamina D en población del Caribe colombiano. Metodología: Estudio de casos y controles. Se incluyeron 133 pacientes adultos con diagnóstico de LES y 100 individuos sanos. Los polimorfismos VDR fueron genotipados por RT-PCR y sondas Taqman®. Se estimaron asociaciones alélicas, genotípicas y haplotípicas. Las concentraciones séricas de vitamina D fueron cuantificadas por Elisa. Se establecieron valores de 30 a 100ng/ml como rango normal de referencia. Valores p<0,05 fueron considerados estadísticamente significativos. Resultados: Se observó una alta prevalencia de LES en pacientes femeninas (94%) y se asoció a mayor riesgo de LES (OR: 10,8; IC95%: 4,7-24,6; p < 0,05). Se evidenció mayor riesgo de LES en individuos con polimorfismo Fokl del gen VDR [rs2228570] (OR: 1,58; IC95%: 1,05-2,36) en modelos alélicos. El haplotipo ACCA de los polimorfismos Taql, Apal, Bsml y Fokl se asoció a mayor riesgo de LES (OR: 2,28, IC95%: 1,12-4,66; psim<0,01). Se evidenció deficiencia de vitamina D en el 11,3% de los pacientes. Conclusión: En este estudio, el polimorfismo VDR rs2228570 y el haplotipo ACCA se asociaron a mayor riesgo de LES en población adolescente.


Assuntos
Humanos , Feminino , Compostos Policíclicos , Polimorfismo Genético , Variação Genética , Vitamina D , Doenças da Pele e do Tecido Conjuntivo , Doenças do Tecido Conjuntivo , Fenômenos Genéticos , Compostos de Anéis Fundidos , Lúpus Eritematoso Sistêmico
4.
Arq. Asma, Alerg. Imunol ; 6(3): 307-317, Jul.Set.2022. ilus
Artigo em Inglês, Português | LILACS | ID: biblio-1452464

RESUMO

Os anti-inflamatórios não esteroidais (AINE) estão entre os medicamentos mais utilizados no mundo e são os fármacos mais frequentemente associados à ocorrência de reações de hipersensibilidade na América Latina. As reações têm grande variabilidade de apresentações clínicas e, consequentemente, com abordagem terapêutica difícil. Nesta revisão, abordamos aspectos farmacológicos dos AINE, bem como as definições, epidemiologia e fisiopatologia das reações de hipersensibilidade aos AINE. Por fim, discutimos aspectos genéticos associados à intolerância e alergia a esses fármacos.


Nonsteroidal anti-inflammatory drugs (NSAIDs) are among the most commonly used medications worldwide and the drugs most frequently associated with the occurrence of hypersensitivity reactions in Latin America. The clinical presentation of the reactions varies widely, which makes them difficult to treat. In this review, we address pharmacological aspects of NSAIDs, as well as the definitions, epidemiology, and pathophysiology of hypersensitivity reactions to NSAIDs. Finally, we discuss genetic factors associated with intolerance and allergy to these drugs.


Assuntos
Humanos , Epidemiologia , Fenômenos Genéticos
5.
Neuroimage ; 249: 118894, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35007717

RESUMO

Ample studies have reported a strong association between emotion and subcortical volumes; still, the underlying mechanism regarding this relation remains unclear. Using a twin design, the current study aimed to explore the intrinsic association between emotion and subcortical volumes by examining their phenotypic, genetic, and environmental correlations. We used a group dataset of 960 individuals from the Human Connectome Project (234 monozygotic twins, 145 dizygotic twins, 581 not twins, males = 454, age = 22-37 years). We found that both emotion and subcortical volumes were heritable. Of the 17 emotional traits, 13 were significantly phenotypically correlated with the volumes of multiple subcortical regions. There was no environmental correlation between emotion and subcortical volumes; however, we found a genetic overlap between overall emotional traits and caudate volume. Taken together, our results showed that emotion and subcortical volumes were heritable and closely related. Although the caudate has been often studied with execution of movement, given that the caudate volume is genetically associated with diverse emotional domains, such as negative affect, psychological well-being, and social relationships, it may suggest that the caudate volume might also be an important factor when studying the brain basis of emotion.


Assuntos
Núcleo Caudado/anatomia & histologia , Emoções/fisiologia , Fenômenos Genéticos/fisiologia , Satisfação Pessoal , Personalidade/genética , Interação Social , Adulto , Núcleo Caudado/diagnóstico por imagem , Feminino , Humanos , Masculino , Adulto Jovem
6.
Neuroimage ; 245: 118700, 2021 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-34740793

RESUMO

Imaging genetics analyses use neuroimaging traits as intermediate phenotypes to infer the degree of genetic contribution to brain structure and function in health and/or illness. Coefficients of relatedness (CR) summarize the degree of genetic similarity among subjects and are used to estimate the heritability - the proportion of phenotypic variance explained by genetic factors. The CR can be inferred directly from genome-wide genotype data to explain the degree of shared variation in common genetic polymorphisms (SNP-heritability) among related or unrelated subjects. We developed a central processing and graphics processing unit (CPU and GPU) accelerated Fast and Powerful Heritability Inference (FPHI) approach that linearizes likelihood calculations to overcome the ∼N2-3 computational effort dependency on sample size of classical likelihood approaches. We calculated for 60 regional and 1.3 × 105 voxel-wise traits in N = 1,206 twin and sibling participants from the Human Connectome Project (HCP) (550 M/656 F, age = 28.8 ± 3.7 years) and N = 37,432 (17,531 M/19,901 F; age = 63.7 ± 7.5 years) participants from the UK Biobank (UKBB). The FPHI estimates were in excellent agreement with heritability values calculated using Genome-wide Complex Trait Analysis software (r = 0.96 and 0.98 in HCP and UKBB sample) while significantly reducing computational (102-4 times). The regional and voxel-wise traits heritability estimates for the HCP and UKBB were likewise in excellent agreement (r = 0.63-0.76, p < 10-10). In summary, the hardware-accelerated FPHI made it practical to calculate heritability values for voxel-wise neuroimaging traits, even in very large samples such as the UKBB. The patterns of additive genetic variance in neuroimaging traits measured in a large sample of related and unrelated individuals showed excellent agreement regardless of the estimation method. The code and instruction to execute these analyses are available at www.solar-eclipse-genetics.org.


Assuntos
Conectoma/métodos , Fenômenos Genéticos , Neuroimagem/métodos , Adulto , Algoritmos , Bancos de Espécimes Biológicos , Biologia Computacional , Feminino , Estudo de Associação Genômica Ampla , Humanos , Masculino , Pessoa de Meia-Idade , Fenótipo , Polimorfismo de Nucleotídeo Único
8.
Artigo em Espanhol | LILACS | ID: biblio-1428325

RESUMO

El reciente lanzamiento en Argentina del documental Tres idénticos desconocidos (Wardle, 2018) nos permite problematizar uno de los experimentos más atroces de la historia de la psicología en los Estados Unidos. Para dilucidar la incidencia de distintos modos de crianza en gemelos con idéntica estructura genética, el psiquiatra Peter Neubauer y su colega Viola Bernard condujeron durante años una oscura investigación, desatendiendo una serie de objeciones éticas en la experimentación con seres humanos, y demostrando así la disyunción entre el campo normativo y ciertos discursos científicos comandados por la exigencia insensata del todo saber, especialmente cuando la valoración ética de las prácticas profesionales queda únicamente supeditada a un análisis posterior de sus efectos.


The recent release of the documentary Three Identical Strangers (Wardle, 2018) in Argentina allows us to problematize one of the most atrocious experiments in the history of North American psychology. To elucidate the incidence of different nurturing in twins with identical genetic structure, the psychiatrist Peter Neubauer and his colleague Viola Bernard conducted an obscure investigation for years, disregarding a series of ethical objections in the experimentation with human beings, and demonstrating the disjunction between the normative field and certain scientific discourses commanded by the insane demand of all knowledge, especially when the ethical evaluation of professional practices is only subject to a subsequent analysis of their effects.


Assuntos
Humanos , Pré-Escolar , Criança , Gêmeos Monozigóticos , Projetos de Pesquisa , Códigos de Ética , Fenômenos Genéticos
9.
Arq. Asma, Alerg. Imunol ; 5(3): 237-245, jul.set.2021. ilus
Artigo em Português | LILACS | ID: biblio-1399212

RESUMO

Asma é uma denominação única para um conjunto de disfunções respiratórias que se expressam, clinicamente, por episódios repetidos, com intensidade variável de dispneia, sibilos, tosse e opressão torácica. A variação entre suas formas clínicas é resultante da participação e interação entre fatores genéticos, microbiômicos e ambientais. O progresso na área médica, ao incorporar novos recursos tecnológicos da biociência e bioinformática, vem desvendando a intimidade dos processos genéticos e moleculares envolvidos nos diferentes mecanismos patogênicos presentes na asma. Isso vem levando à identificação de novos alvos terapêuticos e à pesquisa de novos agentes medicamentosos. Ao mesmo tempo, a perspectiva de inserção paulatina desses recursos no cotidiano médico tem promovido mudanças na prática médica, que vem adotando os princípios da medicina de precisão. Possivelmente, estas mudanças melhorarão o horizonte dos asmáticos, uma população ainda desprovida de instrumentos terapêuticos totalmente efetivos.


Asthma is a unique designation for a set of respiratory dysfunctions clinically expressed by repeated episodes of varying intensity of dyspnea, wheezing, cough, and chest oppression. The variation between its clinical forms is the result of the participation and interaction between genetic, microbiomic, and environmental factors. Progress in the medical field, with incorporation of new technological resources from bioscience and bioinformatics, has been unveiling the intimacy of genetic and molecular processes involved in the different pathogenic mechanisms present in asthma. This has led to the identification of new therapeutic targets and the search for new therapeutic agents. At the same time, the perspective of gradual insertion of these resources in daily medical activities has been promoting changes in medical practice, which has been adopting the principles of precision medicine. Possibly, these changes will provide a better future for asthmatic patients, a population still devoid of fully effective therapeutic instruments.


Assuntos
Humanos , Asma , Medicina de Precisão , Microbiota , Pacientes , Pesquisa , Terapêutica , Genoma Humano , Sons Respiratórios , Tosse , Dispneia , Fenômenos Genéticos , Recursos em Saúde
10.
Chem Commun (Camb) ; 57(61): 7517-7520, 2021 Jul 29.
Artigo em Inglês | MEDLINE | ID: mdl-34235521

RESUMO

We demonstrate that a recombinase ribozyme achieves multiple functions in the same reaction network: self-reproduction, iterative elongation and circularization of other RNAs, leading to synthesis of diverse products predicted by a kinetic model. This shows that key mechanisms can be integrated and controlled toward Darwinian evolution in RNA reaction networks.


Assuntos
RNA Bacteriano/genética , RNA Catalítico/genética , RNA/genética , Azoarcus/enzimologia , Biocatálise , Fenômenos Genéticos , Sequenciamento de Nucleotídeos em Larga Escala , Sequências Repetidas Invertidas , Cinética , RNA/química , RNA Bacteriano/química , RNA Catalítico/química , Recombinases/química , Recombinases/genética
11.
Cancer Med ; 10(14): 4977-4993, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34076361

RESUMO

BACKGROUND: Lung adenocarcinoma (LUAD), as the most common subtype of lung cancer, is the leading cause of cancer deaths in the world. The accumulation of driver gene mutations enables cancer cells to gradually acquire growth advantage. Therefore, it is important to understand the functions and interactions of driver gene mutations in cancer progression. METHODS: We obtained gene mutation data and gene expression profile of 506 LUAD tumors from The Cancer Genome Atlas (TCGA). The subtypes of tumors with driver gene mutations were identified by consensus cluster analysis. RESULTS: We found 21 significantly mutually exclusive pairs consisting of 20 genes among 506 LUAD patients. Because of the increased transcriptomic heterogeneity of mutations, we identified subtypes among tumors with non-silent mutations in driver genes. There were 494 mutually exclusive pairs found among driver gene mutations within different subtypes. Furthermore, we identified functions of mutually exclusive pairs based on the hypothesis of functional redundancy of mutual exclusivity. These mutually exclusive pairs were significantly enriched in nuclear division and humoral immune response, which played crucial roles in cancer initiation and progression. We also found 79 mutually exclusive triples among subtypes of tumors with driver gene mutations, which were key roles in cell motility and cellular chemical homeostasis. In addition, two mutually exclusive triples and one mutually exclusive triple were associated with the overall survival and disease-specific survival of LUAD patients, respectively. CONCLUSIONS: We revealed novel mutual exclusivity and generated a comprehensive functional landscape of driver gene mutations, which could offer a new perspective to understand the mechanisms of cancer development and identify potential biomarkers for LUAD therapy.


Assuntos
Adenocarcinoma de Pulmão/genética , Progressão da Doença , Neoplasias Pulmonares/genética , Mutação/genética , Transcriptoma/genética , Adenocarcinoma de Pulmão/mortalidade , Bases de Dados Genéticas , Perfilação da Expressão Gênica , Heterogeneidade Genética , Fenômenos Genéticos , Humanos , Neoplasias Pulmonares/mortalidade , Mutação/fisiologia
12.
Artif Life ; 26(3): 366-390, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32772858

RESUMO

This article introduces GeMS, a system for music composition informed by synthetic biology. GeMS generates music with simulations of genetic processes, such as transcription, translation, and protein folding, with which biological systems render chains of amino acids from DNA strands. The system comprises the following components: the Miranda machine, the rhythmator, and the pitch processor. The Miranda machine is an abstract Turing-machine-like processor, which manipulates a sequence of DNA symbols according to a set of programming instructions. This process generates a pool of new DNA strands, which are subsequently translated into rhythms. GeMS represents the musical equivalent of amino acids in terms of rhythms, referred to as rhythmic codons. This enables the rhythmator to convert DNA sequences into rhythmic sequences. The pitch processor generates pitches for such rhythmic sequences. It is inspired by the phenomenon of protein folding. The pitch processor considers orientation information of DNA instructions yielded by the Miranda machine in order to activate algorithms for generating pitches. A musical composition, entitled Artibiotics, for percussion ensemble and electronic instruments, is presented to demonstrate the system.


Assuntos
DNA , Fenômenos Genéticos , Música , Biologia Sintética , Simulação por Computador , Biossíntese de Proteínas , Dobramento de Proteína , Transcrição Gênica
13.
Ned Tijdschr Geneeskd ; 1642020 06 04.
Artigo em Holandês | MEDLINE | ID: mdl-32613788

RESUMO

The central dogma in molecular biology states that genetic information is transmitted from DNA to RNA to proteins, but not the other way round. Thanks to a recent technological revolution - the 'RNAissance' - it has, however, become clear that RNA is not solely a messenger for passing on the genetic information necessary for protein synthesis, but that RNA also plays an important role in sickness and health. In the past 5 years alone more than 100 therapies with (complementary) RNA molecules have been investigated in Phase 1 trials, and a quarter of these have also been investigated in Phase 2 or 3 trials. The dramatic increase in the number of pharmaceutical companies that are developing RNA therapeutics illustrates the enormous potential of these medicines. Once the toxicity and the costs of RNA therapeutics can be limited, these medicines - personalized or not - could soon be prescribed for patients with a wide range of chronic conditions.


Assuntos
Doença Crônica/terapia , Terapia Genética/métodos , Medicina de Precisão , RNA , Fenômenos Genéticos , Humanos , Biologia Molecular/tendências
14.
Public Health Genomics ; 23(3-4): 149-154, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32516789

RESUMO

Rising prices for new, transformative therapies are challenging health systems around the world, leading many payers and providers to begin rationing access to treatments, even in the countries that have been most resistant to doing so. This is the case for direct-acting antivirals (DAAs) for the treatment of hepatitis C virus (HCV). However, little attention has been paid to the increasing role that human genetics might play in rationing decisions. Researchers have already proposed that genetic markers associated with spontaneous HCV clearance could be used to restrict DAA access for some patients, although treatment would be medically beneficial for those patients. Would such forms of rationing present a form of genetic discrimination? And what of the public health implications of these approaches? Here we present an ethical analysis of such proposals for "precision rationing" and raise 4 key areas of concern. We argue that ethical issues arising in this area are not substantively different from the pressing ethical issues regarding rationing and discrimination more broadly, but provide important impetus for motivating broad public debate to find ethically sound ways of managing genomics and new expensive medications.


Assuntos
Fenômenos Genéticos , Hepatite C , Genética Humana , Seleção de Pacientes , Antivirais/economia , Antivirais/uso terapêutico , Testes Genéticos/métodos , Alocação de Recursos para a Atenção à Saúde/ética , Alocação de Recursos para a Atenção à Saúde/métodos , Acesso aos Serviços de Saúde , Hepatite C/tratamento farmacológico , Hepatite C/economia , Hepatite C/genética , Genética Humana/métodos , Genética Humana/tendências , Humanos
15.
Evol Comput ; 28(4): 677-708, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32357077

RESUMO

For the first time, a field programmable transistor array (FPTA) was used to evolve robot control circuits directly in analog hardware. Controllers were successfully incrementally evolved for a physical robot engaged in a series of visually guided behaviours, including finding a target in a complex environment where the goal was hidden from most locations. Circuits for recognising spoken commands were also evolved and these were used in conjunction with the controllers to enable voice control of the robot, triggering behavioural switching. Poor quality visual sensors were deliberately used to test the ability of evolved analog circuits to deal with noisy uncertain data in realtime. Visual features were coevolved with the controllers to automatically achieve dimensionality reduction and feature extraction and selection in an integrated way. An efficient new method was developed for simulating the robot in its visual environment. This allowed controllers to be evaluated in a simulation connected to the FPTA. The controllers then transferred seamlessly to the real world. The circuit replication issue was also addressed in experiments where circuits were evolved to be able to function correctly in multiple areas of the FPTA. A methodology was developed to analyse the evolved circuits which provided insights into their operation. Comparative experiments demonstrated the superior evolvability of the transistor array medium.


Assuntos
Robótica/instrumentação , Transistores Eletrônicos , Algoritmos , Inteligência Artificial/estatística & dados numéricos , Aprendizagem da Esquiva , Simulação por Computador , Desenho de Equipamento , Fenômenos Genéticos , Humanos , Redes Neurais de Computação , Robótica/estatística & dados numéricos , Interface para o Reconhecimento da Fala , Transistores Eletrônicos/estatística & dados numéricos
16.
Artigo em Inglês | MEDLINE | ID: mdl-32218770

RESUMO

Background: Height is considered an indicator of health and well-being of an individual and population. Height variation results from a complex interaction of genetic, environmental, socioeconomic, and cultural influences. In order to understand the contribution of environmental stress associated with the child's growth, we correlated indicators of a stressful environment with adult height. Methods: We utilized seven equally weighted indicators of a stressful environment: homicide rates, GDP per capita, income inequality (GINI index), corruption perception index (CPI), unemployment rate, urban air pollution, and life expectancy (LE). Data on male and female height by country from 1992 to 1996 were obtained from the NCD Risk Factor Collaboration dataset. We assessed separately data from the 31 member countries of the Organization for Economic Co-operation and Development (OECD). In order to establish whether the indicators reflected a single conceptual dimension, we conducted an exploratory analysis and principal component analysis (PCA) with orthogonal transformation of the original variables. The relationships between male and female heights and the z-transformed principal components: Quality of life (QoL) and the Social factor (SF) that were derived after the PCA was assessed. Results: Male and female heights strongly correlated (p < 0.0001) with each of the seven indicators. In the PCA, the indicators clustered into "Quality of Life" factors (QoL), which comprised the CPI, GDP, air pollution, LE, and "Social factors" (SF), which comprised homicide rate and GINI index. For males and females, the average height by country strongly correlated with QoL (p < 0.0001) and SF (p < 0.0001). Within OECD countries, male and female height strongly and negatively correlated with the SF, but not with QoL. Conclusion: Growth attenuation is a tradeoff adaptive response: a calorie used for growth cannot be used for fighting stress. Here we show that: (1) Adult height, when used as a measure of child's growth, is an indicator of a stressful environment in context with the genetic background and spatial factors; (2) Stressful QoL factors and the SF exert a greater effect on men's height than women's height; and (3) The ranking of the indicators of short stature are income inequality > air pollution > GDP > CPI > homicide rate > LE > unemployment.


Assuntos
Estatura , Desenvolvimento Infantil/fisiologia , Meio Ambiente , Adulto , Estatura/genética , Estatura/fisiologia , Criança , Países em Desenvolvimento/estatística & dados numéricos , Feminino , Fenômenos Genéticos/fisiologia , Geografia , Homicídio/psicologia , Homicídio/estatística & dados numéricos , Humanos , Renda/estatística & dados numéricos , Expectativa de Vida , Masculino , Qualidade de Vida , Meio Social , Fatores Socioeconômicos , Estresse Psicológico/complicações , Estresse Psicológico/epidemiologia , Populações Vulneráveis
17.
Evol Comput ; 28(4): 643-675, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32101028

RESUMO

We present a study demonstrating how random walk algorithms can be used for evolutionary image transition. We design different mutation operators based on uniform and biased random walks and study how their combination with a baseline mutation operator can lead to interesting image transition processes in terms of visual effects and artistic features. Using feature-based analysis we investigate the evolutionary image transition behaviour with respect to different features and evaluate the images constructed during the image transition process. Afterwards, we investigate how modifications of our biased random walk approaches can be used for evolutionary image painting. We introduce an evolutionary image painting approach whose underlying biased random walk can be controlled by a parameter influencing the bias of the random walk and thereby creating different artistic painting effects.


Assuntos
Algoritmos , Arte , Viés , Fenômenos Genéticos , Humanos , Processamento de Imagem Assistida por Computador , Pinturas , Distribuição Aleatória
18.
PLoS Comput Biol ; 16(1): e1007643, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-32004314

RESUMO

For a genetically identical microbial population, multi-gene expression in various environments requires effective allocation of limited resources and precise control of heterogeneity among individual cells. However, it is unclear how resource allocation and cell-to-cell variation jointly shape the overall performance. Here we demonstrate a Simpson's paradox during overexpression of multiple genes: two competing proteins in single cells correlated positively for every induction condition, but the overall correlation was negative. Yet this phenomenon was not observed between two competing mRNAs in single cells. Our analytical framework shows that the phenomenon arises from competition for translational resource, with the correlation modulated by both mRNA and ribosome variability. Thus, heterogeneity plays a key role in single-cell multi-gene expression and provides the population with an evolutionary advantage, as demonstrated in this study.


Assuntos
Regulação Bacteriana da Expressão Gênica/genética , Expressão Gênica/genética , Genes Bacterianos/genética , Biologia Computacional , Escherichia coli/genética , Escherichia coli/metabolismo , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Fenômenos Genéticos/genética , Modelos Estatísticos , RNA Bacteriano/genética , RNA Bacteriano/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo
19.
Neurosci Biobehav Rev ; 109: 78-89, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31899301

RESUMO

Twin studies have shown that a substantial proportion of the variance for sleep variables is due to genetic factors. However, there is still considerable heterogeneity among research reports. Our main objectives were to: 1) Review the twin literature regarding sleep quality and duration, as well as their behavioural correlates; 2) Estimate the mean heritability of subjective sleep quality and sleep duration; 3) Assess heterogeneity among studies on these topics; and 4) Search for moderator variables. Two parallel meta-analyses were carried out for sleep quality and sleep duration. Seventeen articles were included in the meta-analysis. Mean MZ correlations were consistently higher than DZ correlations. A mean heritability of 0.31 (95% CI: 0.20, 0.41) was found for subjective sleep quality (range: 0-0.43) and 0.38 (95% CI: 0.16, 0.56) for sleep duration (range: 0-1). Heterogeneity indexes were significant for both sleep quality (I2 = 98.77, p < .001) and sleep duration (I2 = 99.73, p < .001). The high heterogeneity warrants further research considering possible moderators that may affect heritability.


Assuntos
Fenômenos Genéticos/fisiologia , Sono/fisiologia , Estudos em Gêmeos como Assunto/estatística & dados numéricos , Humanos
20.
Child Obes ; 16(1): 59-64, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31596604

RESUMO

Background/Objective: Understanding the influence of genetically determined ancestry may give insight into the disparities of obesity seen in different ethnic groups beginning at a very early age. Aim: To investigate the relationship between children's ancestral genetic proportions and excess weight at 12 months of age. Methods: Eight hundred twenty-one 12-month-old children were included in this cross-sectional study. Their genetic admixture was estimated using the ancestry and kinship tool kit by projecting the samples into the 1000 Genomes principal component database. Weight-for-length percentile (WFLP) at 12 months of age was categorized as <95th percentile or ≥95th percentile. Multiple logistic regression analysis was performed to calculate odds ratios (ORs) with 95% confidence intervals (CIs) for the association of admixture proportions, including European (EUR), admixed American (AMR), African (AFR), South Asian (SAS), and East Asian (EAS) populations, with WFLP categories, adjusting for maternal education, birth weight, frequency of breastfeeding, and juice consumption. Results: Eight hundred twenty-one children were included; WFLP <95th percentile = 671 (81.7%) and WFLP ≥95th percentile = 150 (18.3%). Crude ORs showed that the EUR admixture was protective [OR 0.45 (95% CI 0.27-0.74)], whereas AMR [OR 3.85 (95% CI 1.92-7.70)] and AFR [OR 5.70 (95% CI 2.19-14.85)] admixtures were positively associated with excess weight. After adjusting for confounding variables, only the AFR admixture was associated with WFLP ≥95th percentile [OR 7.38 (95% CI 2.31-23.59)]. Conclusions: AFRs remain associated with early excess weight after accounting for confounding variables, suggesting that this ancestral genetic background may contribute to the differences seen in early childhood obesity.


Assuntos
Peso Corporal/genética , Obesidade Pediátrica/genética , Grupos Raciais/genética , Estatura/genética , Estudos Transversais , Feminino , Fenômenos Genéticos/genética , Genoma Humano/genética , Humanos , Lactente , Masculino , Fatores de Risco
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