Lecture 2 Flashcards
What is divergent evolution?
Starts from common ancestor and diverge
What is convergent evolution
No common ancestor become more similar
What causes functional similarity?
not sequence similarity or functional similarity it is the fact that they are ralated through divergent evolution
How can you detect homology?
sequence based, structure based or position based
When are two sequences homologous
Alignment used: alignment similarity of above 25%
Which alignment values are useful?
Raw result: Not useful for similarity just gives best alignment
E-value: useful for judging significance of homology
p-value: nearly identical to E-value
What is evolutionary correspondence?
Corresponding residues are derived from a common precursor of the ancestral gene
What is structural correspondence?
corresponding residues occupy analogous positions in the 3D structure
What is functional correspondence?
corresponding residues fullfill the same role in both proteins
Why are proteins better conserved than DNA?
Genetic code degeneracy
AA similarity / exchange frequency
How to predict a teritary structure?
Homolgy modelling (look at known structures and sequences and compare to new sequence), Fold recognition (comparison to many candidate templates and judged by structural aspects)
What is to be considered in machine learning datasets?
Training, Validation, Testing dataset. Training must be sufficiently diverese to avoid overfitting and out of scope cases.
How can you determine the structure of a protein experimentally?
X-Ray cristallography, Alphafold, NRM (Nuclear Magnetic resonance), Cryo EM
What is a downside of X-ray cristallography?
Frozen snapshot -> no flexible regions visible
What are coiled coil regions
long amphipathic helics with heptad repeat pattern