RESUMO
New Zealand's rate of suicide persistently exceeds the global average. The burden of suicide in New Zealand is disproportionately borne by youth, males and Maori (NZ indigenous people). While the demographic characteristics of suicide decedents are established, there is a need to identify potential points of contact with health services where preventative action could take place. This paper aims to determine if suicide deaths in New Zealand were likely to be preceded by contact with health services, and the type and time frame in which these contacts took place. This study utilised a whole-of-population-cohort of all individuals age 15 years and over, who were alive on March 5th 2013, followed up to December 2015. Associations between the odds of suicide, demographic factors, area-based deprivation, and the timing of last contact with primary, secondary, and tertiary services were analysed using univariate and multivariate logistic regression. Contact with a health service in the 6 Months prior to death was associated with the highest odds of suicide. Over half of the suicide decedent population (59.4%) had contacted primary health services during this period. Large proportions of the suicide decedent population contacted secondary and tertiary services in the 6 Months prior to death, 46.5% and 30.4% respectively. Contact with primary, secondary and tertiary services in the prior 6 Months, were associated with an increased odds of suicide of 2.51 times [95% CI 2.19-2.88], 4.45 times [95% CI 3.69-4.66] and 6.57 times [95% CI 5.84-7.38], respectively, compared to those who had no health services contact.
Assuntos
Serviços de Saúde Mental/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde , Suicídio/estatística & dados numéricos , Suicídio/tendências , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Humanos , Masculino , Pessoa de Meia-Idade , Nova Zelândia , Fatores de Tempo , Adulto JovemRESUMO
OBJECTIVES: Recent research from the UK, USA, Australia and Canada point to male-favouring sex ratios at birth (SRB) among their Asian minority populations, attributed to son preference and sex-selective abortion within these cultural groups. The present study conducts a similar investigation of SRBs among New Zealand's Asian minority and migrant populations, who comprise 15% of the population. SETTING AND PARTICIPANTS: The study focused on Asian populations of New Zealand and comparisons were made with NZ European, Maori, Pacific Island and Middle-Eastern, Latin American and African groups. Secondary data were obtained from the New Zealand historical census series between 1976 and 2013 and a retrospective birth cohort in New Zealand was created using the Stats NZ Integrated Data Infrastructure from 2003 to 2018. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome measure was SRBs and sex ratios between the ages 0 and 5 by ethnicity. A logistic regression was conducted and adjusted for selected variables of interest including visa group, parity, maternal age and deprivation. Finally, associations between family size, ethnicity and family sex composition were examined in a subset of this cohort (families with two or three children). RESULTS: There was no evidence of 'missing women' or gender bias as indicated by a deviation from the biological norm in New Zealand's Asian population. However, Indian and Chinese families were significantly more likely to have a third child if their first two children were female compared with two male children. CONCLUSION: The analyses did not reveal male-favouring sex ratios and any conclusive evidence of sex-selective abortion among Indian and Chinese populations. Based on these data, we conclude that in comparison to other western countries, New Zealand's Asian migrant populations present as an anomaly. The larger family sizes for Indian and Chinese populations where the first two children were girls suggested potentially 'soft' practices of son preference.
Assuntos
Razão de Masculinidade , Migrantes , Coorte de Nascimento , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Nova Zelândia , Gravidez , Estudos Retrospectivos , SexismoRESUMO
New Zealand has a strategy of eliminating SARS-CoV-2 that has resulted in a low incidence of reported coronavirus-19 disease (COVID-19). The aim of this study was to describe the spread of SARS-CoV-2 in New Zealand via a nationwide serosurvey of blood donors. Samples (n = 9806) were collected over a month-long period (3 December 2020-6 January 2021) from donors aged 16-88 years. The sample population was geographically spread, covering 16 of 20 district health board regions. A series of Spike-based immunoassays were utilised, and the serological testing algorithm was optimised for specificity given New Zealand is a low prevalence setting. Eighteen samples were seropositive for SARS-CoV-2 antibodies, six of which were retrospectively matched to previously confirmed COVID-19 cases. A further four were from donors that travelled to settings with a high risk of SARS-CoV-2 exposure, suggesting likely infection outside New Zealand. The remaining eight seropositive samples were from seven different district health regions for a true seroprevalence estimate, adjusted for test sensitivity and specificity, of 0.103% (95% confidence interval, 0.09-0.12%). The very low seroprevalence is consistent with limited undetected community transmission and provides robust, serological evidence to support New Zealand's successful elimination strategy for COVID-19.
Assuntos
Doadores de Sangue/estatística & dados numéricos , COVID-19/epidemiologia , COVID-19/prevenção & controle , Erradicação de Doenças/estatística & dados numéricos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Anticorpos Antivirais/sangue , COVID-19/sangue , COVID-19/transmissão , Teste Sorológico para COVID-19 , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Nova Zelândia/epidemiologia , Prevalência , SARS-CoV-2/imunologia , Estudos Soroepidemiológicos , Adulto JovemRESUMO
BACKGROUND: Despite the increasing proportion of Asian and MELAA (Middle Eastern, Latin American and African) population groups in Aotearoa New Zealand (collectively referred here as A/EM), research on their health and wellbeing is still nascent. To improve our understanding of health and wellbeing of A/EM groups, including future research needs, a review and synthesis of existing A/EM research in New Zealand is timely. AIM: To undertake a scoping review of existing research on A/EM health in New Zealand with a view to highlighting key health concerns for this group and identifying the areas where there is a concentration of A/EM research and, concomitantly, where there are gaps. METHODS: Medline and PubMed databases were searched for quantitative and qualitative studies published between 2010 and 2019 that report on A/EM health and wellbeing. RESULTS: The scoping review identified 115 (63 quantitative and 52 qualitative) studies. Three thematic areas were identified in the published literature: health conditions, health determinants and health services. The review also highlighted several gaps in the body of published A/EM research. CONCLUSION: Overall, the evidence base on A/EM health in New Zealand is weak as there is limited information on health conditions and its determinants of minority groups, including their patterns of health service use. The nature and content of A/EM health research requires further substantive development in terms of understanding the health and its determinants of this ever increasing and heterogenous population group.
Assuntos
Povo Asiático , Etnicidade , Pesquisa sobre Serviços de Saúde , Humanos , Nova Zelândia , Determinantes Sociais da SaúdeRESUMO
Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the gastrointestinal tract for which there are few safe and effective therapeutic options for long-term treatment and disease maintenance. Here, we applied a computational approach to discover new drug therapies for IBD in silico, using publicly available molecular data reporting gene expression in IBD samples and 164 small-molecule drug compounds. Among the top compounds predicted to be therapeutic for IBD by our approach were prednisolone, a corticosteroid used to treat IBD, and topiramate, an anticonvulsant drug not previously described to have efficacy for IBD or any related disorders of inflammation or the gastrointestinal tract. Using a trinitrobenzenesulfonic acid (TNBS)-induced rodent model of IBD, we experimentally validated our topiramate prediction in vivo. Oral administration of topiramate significantly reduced gross pathological signs and microscopic damage in primary affected colon tissue in the TNBS-induced rodent model of IBD. These findings suggest that topiramate might serve as a therapeutic option for IBD in humans and support the use of public molecular data and computational approaches to discover new therapeutic options for disease.
Assuntos
Anticonvulsivantes/uso terapêutico , Biologia Computacional/métodos , Frutose/análogos & derivados , Doenças Inflamatórias Intestinais/tratamento farmacológico , Frutose/uso terapêutico , Humanos , Doenças Inflamatórias Intestinais/genética , Doenças Inflamatórias Intestinais/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , TopiramatoRESUMO
The application of established drug compounds to new therapeutic indications, known as drug repositioning, offers several advantages over traditional drug development, including reduced development costs and shorter paths to approval. Recent approaches to drug repositioning use high-throughput experimental approaches to assess a compound's potential therapeutic qualities. Here, we present a systematic computational approach to predict novel therapeutic indications on the basis of comprehensive testing of molecular signatures in drug-disease pairs. We integrated gene expression measurements from 100 diseases and gene expression measurements on 164 drug compounds, yielding predicted therapeutic potentials for these drugs. We recovered many known drug and disease relationships using computationally derived therapeutic potentials and also predict many new indications for these 164 drugs. We experimentally validated a prediction for the antiulcer drug cimetidine as a candidate therapeutic in the treatment of lung adenocarcinoma, and demonstrate its efficacy both in vitro and in vivo using mouse xenograft models. This computational method provides a systematic approach for repositioning established drugs to treat a wide range of human diseases.
Assuntos
Biologia Computacional/métodos , Descoberta de Drogas/métodos , Reposicionamento de Medicamentos , Animais , Desenho de Fármacos , Expressão Gênica/genética , Expressão Gênica/fisiologia , HumanosRESUMO
Current work in elucidating relationships between diseases has largely been based on pre-existing knowledge of disease genes. Consequently, these studies are limited in their discovery of new and unknown disease relationships. We present the first quantitative framework to compare and contrast diseases by an integrated analysis of disease-related mRNA expression data and the human protein interaction network. We identified 4,620 functional modules in the human protein network and provided a quantitative metric to record their responses in 54 diseases leading to 138 significant similarities between diseases. Fourteen of the significant disease correlations also shared common drugs, supporting the hypothesis that similar diseases can be treated by the same drugs, allowing us to make predictions for new uses of existing drugs. Finally, we also identified 59 modules that were dysregulated in at least half of the diseases, representing a common disease-state "signature". These modules were significantly enriched for genes that are known to be drug targets. Interestingly, drugs known to target these genes/proteins are already known to treat significantly more diseases than drugs targeting other genes/proteins, highlighting the importance of these core modules as prime therapeutic opportunities.
Assuntos
Biologia Computacional/métodos , Doença/classificação , Sistemas de Liberação de Medicamentos/métodos , Perfilação da Expressão Gênica/métodos , Análise por Conglomerados , Bases de Dados Genéticas , Humanos , Modelos Lineares , Análise de Sequência com Séries de Oligonucleotídeos , Distribuição Aleatória , Estatísticas não ParamétricasRESUMO
The National Center for Biomedical Ontology (NCBO) is developing a system for automated, ontology-based access to online biomedical resources (Shah NH, et al.: Ontology-driven indexing of public datasets for translational bioinformatics. BMC Bioinformatics 2009, 10(Suppl 2):S1). The system's indexing workflow processes the text metadata of diverse resources such as datasets from GEO and ArrayExpress to annotate and index them with concepts from appropriate ontologies. This indexing requires the use of a concept-recognition tool to identify ontology concepts in the resource's textual metadata. In this paper, we present a comparison of two concept recognizers - NLM's MetaMap and the University of Michigan's Mgrep. We utilize a number of data sources and dictionaries to evaluate the concept recognizers in terms of precision, recall, speed of execution, scalability and customizability. Our evaluations demonstrate that Mgrep has a clear edge over MetaMap for large-scale service oriented applications. Based on our analysis we also suggest areas of potential improvements for Mgrep. We have subsequently used Mgrep to build the Open Biomedical Annotator service. The Annotator service has access to a large dictionary of biomedical terms derived from the United Medical Language System (UMLS) and NCBO ontologies. The Annotator also leverages the hierarchical structure of the ontologies and their mappings to expand annotations. The Annotator service is available to the community as a REST Web service for creating ontology-based annotations of their data.
Assuntos
Biologia Computacional/métodos , Indexação e Redação de Resumos , Bases de Dados Factuais , Perfilação da Expressão Gênica , Armazenamento e Recuperação da Informação , Informática Médica , Vocabulário ControladoRESUMO
The volume of publicly available genomic scale data is increasing. Genomic datasets in public repositories are annotated with free-text fields describing the pathological state of the studied sample. These annotations are not mapped to concepts in any ontology, making it difficult to integrate these datasets across repositories. We have previously developed methods to map text-annotations of tissue microarrays to concepts in the NCI thesaurus and SNOMED-CT. In this work we generalize our methods to map text annotations of gene expression datasets to concepts in the UMLS. We demonstrate the utility of our methods by processing annotations of datasets in the Gene Expression Omnibus. We demonstrate that we enable ontology-based querying and integration of tissue and gene expression microarray data. We enable identification of datasets on specific diseases across both repositories. Our approach provides the basis for ontology-driven data integration for translational research on gene and protein expression data. Based on this work we have built a prototype system for ontology based annotation and indexing of biomedical data. The system processes the text metadata of diverse resource elements such as gene expression data sets, descriptions of radiology images, clinical-trial reports, and PubMed article abstracts to annotate and index them with concepts from appropriate ontologies. The key functionality of this system is to enable users to locate biomedical data resources related to particular ontology concepts.
Assuntos
Biologia Computacional/métodos , Perfilação da Expressão Gênica , Análise de Sequência com Séries de Oligonucleotídeos , Vocabulário Controlado , Bases de Dados Factuais , Genômica , Armazenamento e Recuperação da Informação , Unified Medical Language SystemRESUMO
BACKGROUND: Candidate single nucleotide polymorphisms (SNPs) from genome-wide association studies (GWASs) were often selected for validation based on their functional annotation, which was inadequate and biased. We propose to use the more than 200,000 microarray studies in the Gene Expression Omnibus to systematically prioritize candidate SNPs from GWASs. RESULTS: We analyzed all human microarray studies from the Gene Expression Omnibus, and calculated the observed frequency of differential expression, which we called differential expression ratio, for every human gene. Analysis conducted in a comprehensive list of curated disease genes revealed a positive association between differential expression ratio values and the likelihood of harboring disease-associated variants. By considering highly differentially expressed genes, we were able to rediscover disease genes with 79% specificity and 37% sensitivity. We successfully distinguished true disease genes from false positives in multiple GWASs for multiple diseases. We then derived a list of functionally interpolating SNPs (fitSNPs) to analyze the top seven loci of Wellcome Trust Case Control Consortium type 1 diabetes mellitus GWASs, rediscovered all type 1 diabetes mellitus genes, and predicted a novel gene (KIAA1109) for an unexplained locus 4q27. We suggest that fitSNPs would work equally well for both Mendelian and complex diseases (being more effective for cancer) and proposed candidate genes to sequence for their association with 597 syndromes with unknown molecular basis. CONCLUSIONS: Our study demonstrates that highly differentially expressed genes are more likely to harbor disease-associated DNA variants. FitSNPs can serve as an effective tool to systematically prioritize candidate SNPs from GWASs.
Assuntos
Doença/genética , Expressão Gênica , Polimorfismo de Nucleotídeo Único , Diabetes Mellitus/genética , Estudo de Associação Genômica Ampla , HumanosRESUMO
Pharmacogenomic studies are studies designed to elucidate the relationships between drugs and genes on the genomic scale. Given the rapidly increasing amount of microarray data in international repositories, and the implicit drug information contained in PubMed, MeSH and UMLS, we propose automatic methods for identifying drug-related microarray experiments from NCBI GEO by the semantic connections between these data resources. In our study, we find that 51.5% of microarray experiments are associated with at least one PubMed identifier, 22.1% of these contain a MeSH term that relates to the UMLS Pharmacologic Substances semantic sub-tree. Our work shows an abundance of publicly available gene expression data available to enable the discovery of novel drug indications, drug classifications and other pharmacogenomic studies.
Assuntos
Bases de Dados Genéticas , Armazenamento e Recuperação da Informação/métodos , Medical Subject Headings , Análise de Sequência com Séries de Oligonucleotídeos , Farmacogenética , Unified Medical Language System , Biologia Computacional/métodos , Expressão Gênica , Perfilação da Expressão Gênica , PubMed , Semântica , Design de SoftwareRESUMO
Pseudogenes are remnants of gene duplication (nonprocessed pseudogenes) and retrotransposition (processed pseudogenes) events. This study describes methods for identifying gene conversion candidates from predicted pseudogenes. Pseudogenes may accumulate and harbor sequence variations over time that become disease-causing mutations when transferred to genes by gene conversion. A total of 14,476 pseudogenes were identified, including 3,426 nonprocessed pseudogenes. In addition, 1,945 nonprocessed pseudogenes that are localized near their progenitor gene were evaluated for their possible role in gene conversion and disease. All 11 known, human cases of gene conversion (with deleterious effects) involving pseudogenes were successfully identified by these methods. Among the pseudogenes identified is a retinitis pigmentosa 9 (RP9) pseudogene that carries a c.509A>G mutation which produces a p.Asp170Gly substitution that is associated with the RP9 form of autosomal dominant retinitis pigmentosa (adRP). The c.509A>G mutation in RP9 is a previously unrecognized example of gene conversion between the progenitor gene and its pseudogene. Notably, two processed pseudogenes also contain mutations associated with diseases. An inosine monophosphate dehydrogenase 1 (IMPDH1) pseudogene carries a c.676G>A mutation that produces a p.Asp226Asn substitution that causes the retinitis pigmentosa 10 (RP10) form of adRP; and a phosphoglycerate kinase 1 (PGK1) pseudogene (PGK1P1) carries a c.837T>C mutation that produces a p.Ile252Thr substitution that is associated with a phosphoglycerate kinase deficiency. Ranking of nonprocessed pseudogenes as candidates for gene conversion was also performed based on the sequence characteristics of published cases of pseudogene-mediated gene conversion. All results and tools produced by this study are available for download at: http://genome.uiowa.edu/pseudogenes.
Assuntos
Análise Mutacional de DNA/métodos , Conversão Gênica/fisiologia , Genômica/métodos , Pseudogenes , Biologia Computacional/métodos , Humanos , IMP Desidrogenase/genética , Fosfoglicerato Quinase/deficiência , Proteínas/genética , Fatores de Processamento de RNA , Retinose Pigmentar/genéticaRESUMO
The identification of mutations in genes that cause human diseases has largely been accomplished through the use of positional cloning, which relies on linkage mapping. In studies of rare diseases, the resolution of linkage mapping is limited by the number of available meioses and informative marker density. One recent advance is the development of high-density SNP microarrays for genotyping. The SNP arrays overcome low marker informativity by using a large number of markers to achieve greater coverage at finer resolution. We used SNP microarray genotyping for homozygosity mapping in a small consanguineous Israeli Bedouin family with autosomal recessive Bardet-Biedl syndrome (BBS; obesity, pigmentary retinopathy, polydactyly, hypogonadism, renal and cardiac abnormalities, and cognitive impairment) in which previous linkage studies using short tandem repeat polymorphisms failed to identify a disease locus. SNP genotyping revealed a homozygous candidate region. Mutation analysis in the region of homozygosity identified a conserved homozygous missense mutation in the TRIM32 gene, a gene coding for an E3 ubiquitin ligase. Functional analysis of this gene in zebrafish and expression correlation analyses among other BBS genes in an expression quantitative trait loci data set demonstrate that TRIM32 is a BBS gene. This study shows the value of high-density SNP genotyping for homozygosity mapping and the use of expression correlation data for evaluation of candidate genes and identifies the proteasome degradation pathway as a pathway involved in BBS.
Assuntos
Síndrome de Bardet-Biedl/genética , Polimorfismo de Nucleotídeo Único , Fatores de Transcrição/genética , Ubiquitina-Proteína Ligases/genética , Animais , Mapeamento Cromossômico , Análise Mutacional de DNA , Genoma Humano , Homozigoto , Humanos , Mutação , Análise de Sequência com Séries de Oligonucleotídeos , Fatores de Transcrição/metabolismo , Proteínas com Motivo Tripartido , Peixe-Zebra , Proteínas de Peixe-Zebra/genéticaRESUMO
Bardet-Biedl syndrome (BBS) is a genetically heterogeneous, pleiotropic human disorder characterized by obesity, retinopathy, polydactyly, renal and cardiac malformations, learning disabilities, and hypogenitalism. Eight BBS loci have been mapped, and seven genes have been identified. BBS3 was previously mapped to chromosome 3 by linkage analysis in a large Israeli Bedouin kindred. The rarity of other families mapping to the BBS3 locus has made it difficult to narrow the disease interval sufficiently to identify the gene by positional cloning. We hypothesized that the genomes of model organisms that contained the orthologues to known BBS genes would also likely contain a BBS3 orthologue. Therefore, comparative genomic analysis was performed to prioritize BBS candidate genes for mutation screening. Known BBS proteins were compared with the translated genomes of model organisms to identify a subset of organisms in which these proteins were conserved. By including multiple organisms that have relatively small genome sizes in the analysis, the number of candidate genes was reduced, and a few genes mapping to the BBS3 interval emerged as the best candidates for this disorder. One of these genes, ADP-ribosylation factor-like 6 (ARL6), contains a homozygous stop mutation that segregates completely with the disease in the Bedouin kindred originally used to map the BBS3 locus, identifying this gene as the BBS3 gene. These data illustrate the power of comparative genomic analysis for the study of human disease and identifies a novel BBS gene.
Assuntos
Fatores de Ribosilação do ADP/genética , Síndrome de Bardet-Biedl/genética , Genoma Humano , Alelos , Sequência de Aminoácidos , Animais , Mapeamento Cromossômico , Cromossomos Humanos Par 3/ultraestrutura , Clonagem Molecular , Códon , Códon de Terminação , Biologia Computacional , Análise Mutacional de DNA , Bases de Dados como Assunto , Genes Fúngicos , Genes de Plantas , Genoma , Genótipo , Homozigoto , Humanos , Israel , Modelos Genéticos , Dados de Sequência Molecular , Mutação , Análise de Sequência de DNA , Homologia de Sequência de Aminoácidos , SíndromeRESUMO
The functions of the proteins encoded by the Bardet-Biedl syndrome (BBS) genes are unknown. Mutations in these genes lead to the pleiotropic human disorder BBS, which is characterized by obesity, retinopathy, polydactyly, renal and cardiac malformations, learning disabilities, and hypogenitalism. Secondary features include diabetes mellitus and hypertension. Recently, it has been suggested that the BBS phenotypes are the result of a lack of cilia formation or function. In this study, we show that mice lacking the Bbs4 protein have major components of the human phenotype, including obesity and retinal degeneration. We show that Bbs4-null mice develop both motile and primary cilia, demonstrating that Bbs4 is not required for global cilia formation. Interestingly, male Bbs4-null mice do not form spermatozoa flagella, and BBS4 retinopathy involves apoptotic death of photoreceptors, the primary ciliated cells of the retina. These mutation data demonstrate a connection between the function of a BBS protein and cilia. To further evaluate an association between cilia and BBS, we performed homology comparisons of BBS proteins in model organisms and find that BBS proteins are specifically conserved in ciliated organisms.