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Class Computational Methods in Biology

  • Presentation

    Presentation

    The rapid growth of the internet is providing an expansion territory to informations that also turns the diffusion of processing tools easier. Bioinformatics databases and available software for their treatment will be presented. The theoretical concepts (biological and mathematical) at the origin of these treatments will also be mentionned.
  • Code

    Code

    ULHT2710-17406
  • Syllabus

    Syllabus

    1. Introduction to Bioinformatics. Definition. Evolution and phylogenetic tree of the living world. Macromolecules and informatics. Main Bioinformatics organizations. 2. Databases. Technical considerations. Main databases. 3. Analysis and comparison of sequences. Nucleotide substitution models. Sequence similarity. Sequence comparison methods and evolutionary distance. Sequence alignment. Programs and basic notions. 4. Phylogenetic analysis. Phylogenetic tree models. Tree construction methods. Statistical tests (Bootstrap) and programs. 5. Structural analysis of macromolecules. Protein evolution. Structure prediction. Protein classification. Biomolecule structure determination. Resources and programs. 6. Genomics and proteomics. Genomes (sequencing, annotation, comparison, farmacogenetics). Proteomes (bidimensional electrophoresis, mass spectrometry). Transcriptomes (microarrays).
  • Objectives

    Objectives

    Competences that should be developed: Manipulation of the most important biological data banks and use of various tools provided by bioinformatics to treat these biological data.
  • Teaching methodologies

    Teaching methodologies

    The essentially practical nature of this CU is aimed at developping in the student a know how that will be indispensable in his future carreer. Only the repeted use of the main techniques offered in the course will allow the student to reach the mastery of these techniques.
  • References

    References

    - Graur D. & Li W.-H. (2000). Fundamentals of molecular evolution. Sinauer, Sunderland. - Voet D. & Voet. J.G. (2010). Biochemistry, 4th Ed. John Wiley & Sons, New York.
  • Assessment

    Assessment

     

    Descrição

    Data limite

    Ponderação

    Frequências (2 provas mais uma 3º prova facultativa de recuperação)

    dd-mm-yyyy

    65%

    Assiduidade

    dd-mm-yyyy

    10%

    Trabalho de grupo

     

    25%

    Ensino presencial: Aulas teóricas magistrais com frequência voluntária seguindo o
    programa e de acordo com os objectivos da UC. Aulas teórico-práticas tutoradas por um docente, de
    frequência obrigatória destinadas a aplicar a dados reais as técnicas descritas.
    Requisitos para aproveitamento final:
    1) Avaliação contínua por 2 provas teórico-práticas (32,5% + 32,5%) + assiduidade 10% + projeto
    desenvolvido nas aulas práticas 25%; classificação total igual ou superior a 10 valores), com todos os
    documentos autorizados e com apoio informático.
    Ou 2) Exame teórico-prático no final do semestre (75%) + projeto desenvolvido nas aulas práticas 25%
    (classificação total igual ou superior a 10 valores), com todos os documentos autorizados e com apoio
    informático. Isenção de repetir uma das componentes em caso de nota igual ou superior a 9,5 valores
    obtida para esta componente em avaliação contínua ou exame final anterior.

    Presential teaching: Theoretical lectures of facultative attendance that follow the syllabus and
    respect the objectives of the CU. Theoretico-practical classes are mandatory classes under the guidance
    of a teacher and intended to practice techniques described in lectures with real data.
    Requirements to pass the discipline:
    1) Continuous evaluation by 2 midterm exams (32,5% + 32,5%) + class attendance 10% + project
    elaborated during the classes 25%; final classification equal or superior to 10), with all documents
    allowed and computer provided.
    Or
    2) Theoretico-practical exam by the end of the semester (75%) + project elaborated during the classes
    25% (classification equal or superior to 10), with all documents allowed and computer provided. Students
    with a minimum classification of 9,5 for a component at a previous evaluation (continuous evaluation or
    previous examination) are exempted from repeating it.

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