Self-Organizing Maps of Molecular Descriptors for Sesquiterpene Lactones and Their Application to the Chemotaxonomy of the Asteraceae Family

The Asteraceae, one of the largest families among angiosperms, is chemically characterised by the production of sesquiterpene lactones (SLs). A total of 1,111 SLs, which were extracted from 658 species, 161 genera, 63 subtribes and 15 tribes of Asteraceae, were represented and registered in two dimensions in the SISTEMATX, an in-house software system, and were associated with their botanical sources. The respective 11 block of descriptors: Constitutional, Functional groups, BCUT, Atom-centred, 2D autocorrelations, Topological, Geometrical, RDF, 3D-MoRSE, GETAWAY and WHIM were used as input data to separate the botanical occurrences through self-organising maps. Maps that were generated with each descriptor divided the Asteraceae tribes, with total index values between 66.7% and 83.6%. The analysis of the results shows evident similarities among the Heliantheae, Helenieae and Eupatorieae tribes as well as between the Anthemideae and Inuleae tribes. Those observations are in agreement with systematic classifications that were proposed by Bremer, which use mainly morphological and molecular data, therefore chemical markers partially corroborate with these classifications. The results demonstrate that the atom-centred and RDF descriptors can be used as a tool for taxonomic classification in low hierarchical levels, such as tribes. Descriptors obtained through fragments or by the two-dimensional representation of the SL structures were sufficient to obtain significant results, and better results were not achieved by using descriptors derived from three-dimensional representations of SLs. Such models based on physico-chemical properties can project new design SLs, similar structures from literature or even unreported structures in two-dimensional chemical space. Therefore, the generated SOMs can predict the most probable tribe where a biologically active molecule can be found according Bremer classification.

O uso do modelo físico e digital nos processos de projeto da arquitetura contemporânea

Durante o processo de projeto, o arquiteto transpõe suas ideias para o campo real, do concreto. Os diversos modos de expressão e representação têm como função mediar essa interação, diminuindo a distância entre esses dois campos. Vive-se hoje, um momento de intensa transformação das estratégias projetuais, propiciadas pelos novos meios digitais. Esta pesquisa tem como objetivo o estudo do uso das representações tridimensionais, especificamente dos modelos físicos e digitais. Pretende-se flagrar os momentos contributivos dos modelos no processo projetivo e as características intrínsecas a eles. A discussão busca não apenas destacar a importância dessa ferramenta, como também, traçar uma breve comparação entre a tecnologia digital e a feitura manual. Para este trabalho foram selecionados alguns arquitetos significativos do cenário da arquitetura paulista em cujos projetos comparecem o uso de modelos. Como estudos de caso tem-se a Residência do arquiteto Marcos Acayaba e o projeto vencedor do Concurso para o Instituto Moreira Salles/ SP, do escritório Andrade Morettin Arquitetos. Soma-se a estes objetivos, a apresentação do uso de modelos físicos e digitais em uma experiência didática projetiva.