Executive Development Programme in Biological Sequence Alignment and Phylogeny

This course is designed for biologists, bioinformaticians, and professionals in related fields seeking to enhance their skills in biological sequence alignment and phylogeny. Participants will gain proficiency in using advanced tools and software for sequence alignment and phylogenetic analysis, enabling them to conduct robust evolutionary studies.

They will learn to interpret alignment and phylogenetic tree outputs, apply best practices in data analysis, and communicate findings effectively. Practical sessions include hands-on workshops with real datasets, ensuring participants can apply their knowledge to real-world problems.

1. 1. Introduction to Biological Sequences: Learners will study the fundamental concepts of biological sequences, including DNA, RNA, and proteins, and their importance in molecular biology. They will gain practical skills in sequence formatting and basic sequence manipulation using bioinformatics tools.
2. 2. Sequence Alignment Fundamentals: Learners will explore the principles of sequence alignment, including global and local alignments, and homology. They will develop skills in using alignment tools and understanding alignment outputs.
3. 3. Advanced Alignment Techniques: This module covers more sophisticated alignment techniques such as multiple sequence alignment, profile hidden Markov models, and alignment visualization. Learners will apply these techniques to real-world biological data sets.
4. 4. Phylogenetic Tree Construction: Learners will learn the concepts of phylogenetics, including tree construction methods like neighbor-joining and maximum likelihood. They will practice building and interpreting phylogenetic trees using software tools.
5. 5. Phylogenetic Tree Analysis: This module delves into the analysis of phylogenetic trees, including methods for tree comparison, branch support estimation, and tree reconstruction from aligned sequences. Learners will gain hands-on experience with these analyses.
6. 6. Molecular Evolution and Phylogenetics: Learners will study the principles of molecular evolution and their implications for phylogenetic analysis. They will explore topics such as sequence divergence, substitution models, and evolutionary rates.
7. 7. Software Tools for Sequence Alignment and Phylogeny: This module focuses on the practical aspects of using software tools for sequence alignment and phylogeny, including popular programs like ClustalW, MUSCLE, and RAxML. Learners will become proficient in using these tools for various types of analyses.
8. 8. Comparative Genomics: Learners will learn about comparative genomics, focusing on the comparison of whole genomes to understand evolutionary relationships. They will gain skills in genome alignment and annotation, and use these to explore evolutionary relationships between species.
9. 9. Case Studies in Phylogenetics: This module presents real-world case studies in phylogenetics, where learners will apply their knowledge to solve complex biological questions. They will work through case studies from various fields, such as virus evolution, bacterial phylogeny, and human genome analysis.
10. 10. Advanced Topics in Sequence Alignment and Phylogeny: Learners will delve into advanced topics such as ortholog and paralog identification, horizontal gene transfer, and the integration of diverse data types (e.g., transcriptomics, proteomics) in phylogenetic analysis. They will gain expertise in handling complex data sets and advanced analytical techniques.