CBE647 Bioinformatics UITM Assignment Sample Malaysia
The CBE647 Bioinformatics course is a comprehensive online course that covers all aspects of bioinformatics. The course is designed for both beginners and experienced professionals, and it covers everything from basic concepts to advanced techniques.
One of the best things about the CBE647 Bioinformatics course is that it is constantly updated with new content. As new breakthroughs are made in the field of bioinformatics, the course is updated to reflect the latest information. This ensures that you are always learning the most up-to-date techniques and information.
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Here, we provide some assignment objectives. These are:
Assignment Objective 1: Ability to understand basic concepts and computational techniques in biomolecular simulations.
Biomolecular simulations involve the use of computational techniques to study the behavior and interactions of biological molecules such as proteins, nucleic acids, and lipids. To understand basic concepts and computational techniques in biomolecular simulations, you should have a background in the following areas:
- Molecular biology: You should have a good understanding of basic molecular biology concepts such as DNA, RNA, proteins, and their functions in cells.
- Biochemistry: You should have a basic understanding of the chemical properties of biomolecules, such as their structures, interactions, and reaction mechanisms.
- Statistical mechanics: Statistical mechanics is the branch of physics that studies the behavior of large collections of particles, such as biomolecules. You should have a good understanding of concepts such as thermodynamics, statistical ensembles, and Monte Carlo and molecular dynamics simulations.
- Computational techniques: You should have a basic understanding of computational techniques such as molecular modeling, energy minimization, molecular dynamics simulations, and free energy calculations.
- Programming: You should have basic programming skills, as biomolecular simulations typically involve writing and running computer programs to analyze and visualize the data obtained from simulations.
By having a strong foundation in these areas, you will be able to understand basic concepts and computational techniques in biomolecular simulations.
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Assignment Objective 2: Ability to perform data mining and analyse results from biological databases including structure databases of nucleic acids and proteins.
Data mining is the process of extracting useful information or patterns from large datasets. In the context of biological databases, data mining involves querying databases to retrieve relevant information and then analyzing the data to identify patterns and insights.
There are various biological databases that contain information about nucleic acids and proteins. Some examples of structure databases of nucleic acids and proteins include the Protein Data Bank (PDB), Nucleic Acid Database (NDB), and Electron Microscopy Data Bank (EMDB).
To perform data mining and analyze results from these databases, one would need to have a strong background in biology, bioinformatics, and data analysis. Specifically, one would need to have knowledge of the following:
- Biological concepts: Understanding the structure and function of nucleic acids and proteins, as well as their interactions and roles in biological processes.
- Database management: Familiarity with the structure and organization of biological databases, as well as their query languages and search tools.
- Data analysis: Proficiency in statistical analysis and data visualization techniques, as well as experience with programming languages such as Python and R.
- Bioinformatics tools: Knowledge of bioinformatics tools and software for data mining and analysis, such as BLAST, ClustalW, and molecular docking software.
Assignment Objective 3: Ability to visualize and predict protein structure by threading approaches, homology based methods and visualization tools.
Protein structure prediction is a challenging task due to the vast number of possible conformations a protein can adopt. However, there are several approaches that can be used to predict the structure of a protein, including threading, homology-based methods, and visualization tools.
Threading approaches involve searching a library of known protein structures for a template that matches the protein sequence being analyzed. The template is then used as a starting point for predicting the structure of the protein. This method is useful for proteins with no known homologs, but it can be limited by the availability of suitable templates in the library.
Homology-based methods involve comparing the protein sequence to a database of known protein structures to identify homologous sequences. The structures of the homologs can then be used as a starting point for predicting the structure of the protein. This method is particularly useful for proteins with close homologs in the database.
Visualization tools, such as PyMOL and Chimera, are also important for predicting protein structure. These tools allow researchers to visualize the structure of the protein in three dimensions, which can help identify potential structural features and functional sites. They can also be used to analyze the interaction between proteins and ligands.
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