Multivariate analysis applied in dataset of Poison Control Center of São Paulo, Brazil
| Autor: | Alexandre Dias Zucoloto, Flávia N. M. Oliveira, Sarah Carobini Werner de Souza Eller, Tiago Franco de Oliveira, Edna M. M. Hernandez, Ligia Veras Gimenez Fruchtengarten, Mauricio Yonamine, Carolina Dizioli Rodrigues de Oliveira |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
Adult
Male Multivariate analysis Poison Control Centers Databases Factual AGENTE TÓXICO Epidemiology Liquid chromatography Poison control lcsh:Medicine Logistic regression 01 natural sciences Article 03 medical and health sciences 0302 clinical medicine Multiple correspondence analysis Female patient Medicine Humans 030212 general & internal medicine lcsh:Science Multidisciplinary business.industry 010401 analytical chemistry lcsh:R Poison control center 0104 chemical sciences Male patient Principal component analysis Multivariate Analysis lcsh:Q Female business Brazil Demography |
| Zdroj: | Scientific Reports Scientific Reports, Vol 10, Iss 1, Pp 1-8 (2020) Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual) Universidade de São Paulo (USP) instacron:USP |
| ISSN: | 2045-2322 |
| Popis: | Multivariate analysis techniques could be used to identify possible intercorrelations in intoxications cases. The statistical analyses used were a multiple logistic regression, multiple correspondence analysis, principal component and hierarchical cluster analysis. Of the 320 samples analysed, 192 samples were positive for some of the investigated toxic agents, of which 100 were positive for ethanol and 131 were positive for other substances. It was possible to group the patients into 3 clusters, which appears 66.5% of this information in the three first factorial axes. On the first axis, the male patients were separated from the female patients. Patients exposed to drugs, between 30 and 39 years old were grouped in the same cluster. On the second factorial axis, patients who were intoxicated with ethanol and who became intoxicated with diazepam were grouped. This work contributed to the mapping of intoxication cases at the Poison Control Centre of the São Paulo city, Brazil (CCI-SP) and serves as an initial study for the creation of a database that could be updated constantly and thus could provide a toxicovigilance system for educational policies. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|