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Comparative_and_Regulatory_Genomics

Assignments for the Comparative and Regulatory Genomics course at KU Leuven. 4 ECTS. Third Semester at KU Leuven, September 2021 - January 2022

• Comparative genomics and phylogenomics (13h, including hands-on):

  • database searching and retrieval of sequence data
  • multiple sequence alignment
  • phylogenetic inference
  • evolutionary models and their statistical comparison
  • phylogenomics; challenges and opportunities for phylogenetics, lateral gene transfer and reticulate evolution.
  • Orthologs, GeneTrees, synteny, genome evolution, protein domains/families
  • Whole-genome alignments and visualisation tools (VISTA Browser, UCSC Genome Browser, Ensembl)
  • Constraint detection (Gerp, phastCons, phyloP), the portion of the human genome under constraint & the portion being functional

• Regulatory genomics (13h, including hands-on):

  • High-throughput technologies to study the regulatory genome and hands-on analysis of the data (RNA-Seq, ChIP-Seq, DNase-Seq, FAIRE-Seq) + use of publicly available data (e.g., ENCODE)
  • Computational prediction of cis-regulatory elements and transcription factor binding sites: pattern discovery, pattern matching, use of comparative genomics, use of other data (e.g. gene expression data). Prokaryotes & eukaryotes.
  • Computational prediction of microRNA binding sites
  • Introduction to gene regulatory networks
  • Outreach to other areas of functional genomics and systems biology (integrative genomics), e.g., interpretation of non-coding mutations found by whole-genome re-sequencing

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