Part A. Conceptual Questions

Part B: Protein Analysis and Visualization

In this part of the homework, you will be using online resources and 3D visualization software to answer questions about proteins.

  1. Pick any protein (from any organism) of your interest that has a 3D structure and answer the following questions.

    I have selected the cutinase enzyme from Thermobifida fusca for discussion because its notable role in biodegrading synthetic polyesters, particularly polyethylene terephthalate (PET). This enzyme catalyzes the hydrolysis of cutin, a structural polymer in plant cuticles, and has been found effective in breaking down PET, a common plastic. Its potential applications in plastic waste management and environmental remediation make it a significant subject of study.

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    Recent trends in microbial and enzymatic plastic degradation: a solution for plastic pollution predicaments - Biotechnology for Sustainable Materials

    Engineering Plastic Eating Enzymes Using Structural Biology

    Plastic-Degrading Enzymes from Marine Microorganisms and Their Potential Value in Recycling Technologies

    https://www.rcsb.org/structure/5ZOA

    Deposited: 2018-04-12 Released: 2019-04-17

    Yes, apart from the protein itself, the solved structure of 5ZOA includes chloride ions (Cl⁻) as non-protein molecules. These chloride ions may play a role in stabilizing the structure or influencing enzymatic function. However, the structure does not contain additional ligands, cofactors, or small molecules like substrates, inhibitors, or metal ions.

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    It belongs to the α/β-hydrolase fold superfamily.

Part C. Using ML-Based Protein Protein Tools

<aside> <img src="/icons/snippet_lightgray.svg" alt="/icons/snippet_lightgray.svg" width="40px" /> Resources: https://colab.research.google.com/drive/1hXStRY9VCyw52n17uWdWQBj__IcR2ztK?usp=sharing#scrollTo=38gFJBazNdzJ

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AlphaFold-ESMfold-Boltz-1,RCSB

Embed a protein sequence with ESMC model

pseudo log likelihood score is -316.5571924430478

Comparison with other proteins:

Conclusion: Not as conserved as Cytochrome c (-127.33), but it's more natural than GFP (-400.71).