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Protein Structure and Bioinformatics

Explore the fundamental aspects of protein structure, from composition to prediction, including forces determining structure, secondary structures, experimental determination, and in silico prediction methods.

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Protein Structure and Bioinformatics

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  1. Protein Structure and Bioinformatics

  2. Chapter 2 • What is protein structure? • What are proteins made of? • What forces determines protein structure? • What is protein secondary structure? • What are the primary secondary structures? • How are protein structures determined experimentally? • How can structures be predicted in silico?

  3. What is protein structure?

  4. Proteins are linear polymers that fold up by themselves…mostly.

  5. What are proteins made of?

  6. The parts of a protein H OH “Backbone”: N, C, C, N, C, C… R: “side chain”

  7. Two or more Amino Acids:Polypeptide

  8. Peptide Bond

  9. The amino acids They can be grouped by properties in many ways according to the chemical and physical properties (e.g. size) of the side chain. Here is one grouping based on chemical properties: Basic: proton acceptors Acidic: proton donors Uncharged polar: have polar groups like CONH2 or CH2OH Nonpolar: tend to be hydrophobic Weird: proline links to the N in the main chain Strong: Cysteine can make “disulphide bridges”

  10. Simplest Side Group: hydrogenGlycine

  11. All others start with a methyl groupSimplest is Alanine

  12. Add phenyl group to Alanine:Phenylalanine

  13. Add hydroxyl group to Alanine:Serine

  14. Add SH group to Alanine:Cysteine

  15. Add carboxyl group to Alanine:Aspartic Acid

  16. What forces determine protein structure?

  17. Minimum free energy • Proteins tend to fold naturally to the state of minimum free energy (Christian Anfinsen). • This state is determined by forces due to interactions among the residues. • Proteins usually fold in an aqueous environment, so interactions with water molecules are key. • Some proteins fold in membranes, so interactions with lipids are important.

  18. Atomic Bonds • Covalent bonds – strong! • Single bonds can usually rotate freely • Double bonds are rigid • Hydrogen bonds – weak • Oxygen and Nitrogen share a proton (Hydrogen) • Van der Waals forces – weaker still

  19. Planar Peptide bondFlexible C-alpha bonds Single bonds rotate Resonance makes Peptide bonds planar The C-alpha bonds have two free rotation angles: phi and psi

  20. If you plot phi vs. psi, you see that some combinations are prefered Ideal Real (a kinase) Ramachandran Plots

  21. What is secondary structure?

  22. Certain repetitive structures are energetically favorable • These make lots of hydrogen bonds among residues. • They don’t encounter lots of steric hindrances. • They occur over and over again in natural proteins. • Some combinations of secondary structures are so common they are called “folds” (e.g., the SCOP database of protein folds).

  23. What are the primary secondary structures?

  24. Alpha Helix • 3.6 amino acid (residues) per turn • O(i) hydrogen bonds to N(i+4) Wikipedia From book…correct?

  25. Beta Sheet A. Three strands shown B. Anti-parallel sheet C. Parallel sheet Sheets are usually curved and can even form barrels.

  26. Beta Turns: getting around tight corners • Steric hindrance determines whether a tight turn is possible • R3’s side chain is usually Hydrogen (R3 is glycine)

  27. Supersecondary Structure A: beta-alpha-beta B: beta-meander C: Greek-key D: Greek-key

  28. Tertiary Structure

  29. Folds • Folds are way to classify proteins by tertiary structure • SCOP: Structural Classification of Proteins

  30. How is protein structure determined experimentally?

  31. X-ray crystallography • Needs crystallized proteins • Hard to get crystals • Very tough for hydrophobic (e.g. transmembrane) proteins • Better accuracy than NMR • Expensive: $100,000/protein

  32. NMR spectroscopy • Protons resonate at a frequency that depends on their chemical environment. • This can be used to predict structure. • Does not require crystallization; protein may be in solution. • Lower resolution than X-ray crystallography

  33. Protein DataBank (PDB) NMR: 7,400 X-ray: 58,000

  34. How can protein structure be predicted in silico?

  35. Tertiary structure prediction is still too hard • Ab initio modeling • Uses primary sequence only • E.g., Rosetta • Comparative modeling • Uses sequence alignment to protein of known structure • E.g., Modeller Rosetta prediction

  36. Secondary Structure Prediction • Much simpler to predict a small set of classes than to predict 3-D coordinates of atoms. • Amino acids have different propensities for alpha helices, turns and beta sheets. • Homology can also be used since fold is more conserved than sequence.

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