RESEARCH: ENZYME-DYNAMICS
FOLDING PROJECT #15414 PROFILE

PROJECT TEAM

Manager(s): Adrija Dutta
Institution: UIUC

WORK UNIT INFO

Atoms: 81,948
Core: 0x24
Status: Public

TLDR; PROJECT SUMMARY AI BETA

This project relates to using computer simulations to study how enzymes change shape. By understanding these changes, we can learn how enzymes work and design better drugs and improve existing ones.

Note: This TLDR is a simplication and may not be 100% accurate.

OFFICAL PROJECT DESCRIPTION

Protein function is closely linked to its dynamic structural behavior, particularly in regions involved in molecular recognition.

Using large-scale molecular dynamics simulations, we are studying intrinsic conformational variability across a diverse set of enzymes.

By analyzing binding pocket flexibility, structural rearrangements, and transient conformations, we aim to understand how active-site dynamics influence ligand binding.

These insights can support advances in drug discovery, enzyme engineering, and a deeper understanding of protein function.

RELATED TERMS GLOSSARY AI BETA

Note: Glossary items are a high level summary and may not be 100% accurate.

Protein

A large biomolecule composed of amino acids.

Scientific: Biotechnology
Biotechnology / Structural Biology

Proteins are essential building blocks of life. They perform a vast array of functions, including catalyzing biochemical reactions, transporting molecules, and providing structural support. Their complex three-dimensional structures enable them to interact with other molecules in specific ways.


Function

The specific role or activity performed by a protein, molecule, or organ.

Scientific: Biotechnology
Biotechnology / Molecular Biology

Protein function refers to the biological roles that proteins play within cells and organisms. These roles can include catalyzing reactions, transporting molecules, providing structural support, and regulating cellular processes.


Structure

The arrangement of atoms and molecules within a protein.

Scientific: Biotechnology
Biotechnology / Structural Biology

The three-dimensional structure of a protein is crucial for its function. The precise arrangement of amino acids determines how the protein interacts with other molecules and carries out its specific role.


Molecular Dynamics

Computer simulations that model the movement of atoms and molecules over time.

Scientific: Biotechnology
Biotechnology / Computational Biology

Molecular dynamics simulations are a powerful tool for studying protein behavior. They allow researchers to observe how proteins move and interact at the atomic level, providing insights into their function and dynamics.


Simulations

Computer-generated models or representations of real-world phenomena.

Scientific: Biotechnology
Biotechnology / Computational Biology

Simulations are widely used in scientific research to study complex systems that are difficult or impossible to observe directly. In the case of molecular dynamics, simulations allow researchers to explore protein behavior over time and under different conditions.


Enzymes

Biological catalysts that accelerate chemical reactions.

Scientific: Biotechnology
Biotechnology / Metabolic Biology

Enzymes are essential for life. They catalyze a vast array of biochemical reactions, from breaking down food to synthesizing DNA. Their highly specific active sites allow them to interact with specific substrates and facilitate chemical transformations.


Binding Pocket

A region on a protein surface where ligands can bind.

Scientific: Biotechnology
Biotechnology / Structural Biology

Binding pockets are specialized regions on proteins that are involved in molecular recognition and interactions. They often have specific shapes and chemical properties that allow them to bind to target molecules, such as substrates, cofactors, or inhibitors.


Flexibility

The ability of a molecule to change shape.

Scientific: Biotechnology
Biotechnology / Structural Biology

Protein flexibility is crucial for their function. The ability to move and adopt different conformations allows proteins to interact with other molecules, bind ligands, and carry out their specific roles.


Ligand

A molecule that binds to a specific receptor or site on another molecule.

Scientific: Biotechnology
Biotechnology / Pharmacology

Ligands are molecules that interact with proteins, receptors, or other biomolecules. They can be substrates, inhibitors, agonists, or antagonists, depending on their effect.


Drug Discovery

The process of identifying and developing new medications.

Technical: Pharmaceuticals
Pharmaceutical / Medicinal Chemistry

Drug discovery is a complex and multi-stage process that involves identifying potential drug candidates, evaluating their efficacy and safety, and ultimately bringing them to market as approved medications.


Enzyme Engineering

The modification of enzymes to improve their function or create new functionalities.

Technical: Biotechnology
Biotechnology / Metabolic Engineering

Enzyme engineering involves altering the structure or activity of enzymes to enhance their performance in specific applications. This can include increasing their stability, modifying their substrate specificity, or improving their catalytic efficiency.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:31:36
Rank
Project
Model Name
Folding@Home Identifier
Make
Brand
GPU
Model
PPD
Average
Points WU
Average
WUs Day
Average
WU Time
Average
1 GeForce RTX 5080
GB203 [GeForce RTX 5080]
Nvidia GB203 23,094,694 34,714 665.28 0 hrs 2 mins
2 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 18,132,349 34,714 522.34 0 hrs 3 mins
3 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 6,619,080 34,714 190.67 0 hrs 8 mins
4 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 5,487,366 34,714 158.07 0 hrs 9 mins
5 Radeon RX 9070(XT)
Navi 48 [Radeon RX 9070(XT)]
AMD Navi 48 5,065,336 34,714 145.92 0 hrs 10 mins
6 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 3,467,674 34,714 99.89 0 hrs 14 mins
7 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 3,367,599 34,714 97.01 0 hrs 15 mins
8 Intel Arc B580 Graphics
Battlemage G21 [Intel Arc B580 Graphics]
Intel Battlemage G21 2,966,100 34,714 85.44 0 hrs 17 mins
9 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,787,394 34,714 80.30 0 hrs 18 mins
10 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 2,266,687 159,888 14.18 1 hrs 42 mins
11 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 2,191,064 82,873 26.44 0 hrs 54 mins
12 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,810,018 147,395 12.28 1 hrs 57 mins
13 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 1,523,991 139,773 10.90 2 hrs 12 mins
14 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,376,424 135,441 10.16 2 hrs 22 mins
15 Radeon RX 6600(XT/M)
Navi 23 XT-XL [Radeon RX 6600(XT/M)]
AMD Navi 23 XT-XL 1,123,224 34,714 32.36 0 hrs 45 mins
16 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 547,144 34,714 15.76 1 hrs 31 mins
17 Quadro M5000
GM204GL [Quadro M5000]
Nvidia GM204GL 381,373 34,714 10.99 2 hrs 11 mins
18 GeForce GTX 1070 Mobile
GP104BM [GeForce GTX 1070 Mobile] 6463
Nvidia GP104BM 177,185 34,714 5.10 4 hrs 42 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:31:36
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make