RESEARCH: ENZYME-DYNAMICS
FOLDING PROJECT #15417 PROFILE

PROJECT TEAM

Manager(s): Adrija Dutta
Institution: UIUC

WORK UNIT INFO

Atoms: 103,643
Core: 0x24
Status: Public

TLDR; PROJECT SUMMARY AI BETA

This project looks at how enzymes change shape to bind with other molecules. By studying these movements using computer simulations, we hope to learn more about how drugs work and how to design better 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: Medicine, Biotechnology
Biotechnology / Structural Biology

Proteins are essential macromolecules that perform a wide range of functions in living organisms. They act as enzymes, structural components, hormones, and antibodies, among other roles. Their complex three-dimensional structures enable them to interact with other molecules and carry out specific tasks.


Function

The specific role or activity of a biological molecule or system.

Scientific: Medicine, Biotechnology
Biotechnology / Molecular Biology

Function refers to the purpose or task that a protein, gene, or biological process serves. Understanding protein function is crucial for comprehending how cells and organisms work.


Structure

The arrangement of atoms or molecules in a particular order.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology

Structure refers to the three-dimensional shape and organization of biological molecules. Protein structure is crucial for its function.


Molecular

Relating to molecules or atoms.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology, Molecular Biology

Molecular refers to anything at the level of molecules and atoms. In biology, molecular processes involve interactions between molecules.


Recognition

The ability of a molecule to identify and bind to another specific molecule.

Scientific: Medicine, Biotechnology
Biotechnology / Biochemistry, Molecular Biology

Molecular recognition is essential for many biological processes, such as enzyme catalysis, signal transduction, and immune responses. It involves specific interactions between molecules.


Simulations

Computer models that mimic real-world processes.

Technical: Medicine, Biotechnology
Biotechnology / Computational Biology

Simulations are used to study complex systems and predict their behavior. In biotechnology, simulations can model molecular interactions and biological processes.


Conformational

Relating to the different shapes or forms that a molecule can adopt.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology

Conformational refers to the ability of molecules to change their shape. Proteins exhibit conformational flexibility, which is crucial for their function.


Variability

The range of different forms or states that a molecule can exist in.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology

Variability refers to the diversity of shapes and structures that molecules can adopt. This is important for understanding how proteins function.


Enzymes

Proteins that catalyze (speed up) biochemical reactions.

Scientific: Medicine, Biotechnology
Biotechnology / Biochemistry, Molecular Biology

Enzymes are biological catalysts that play essential roles in metabolism and other cellular processes. They accelerate chemical reactions without being consumed.


Binding

The interaction between two molecules.

Scientific: Medicine, Biotechnology
Biotechnology / Molecular Biology, Biochemistry

Binding refers to the attachment of one molecule to another. In biology, binding events are crucial for many processes, such as enzyme catalysis and signal transduction.


Pocket

A specific region or cavity on a protein surface.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology

Binding pockets are regions on proteins that can bind to other molecules. Their shape and chemical properties determine which molecules can bind.


Flexibility

The ability of a molecule to change shape.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology, Biophysics

Flexibility refers to the range of motion and conformational changes that molecules can undergo. It is important for protein function and interactions.


Active-site

The specific region on an enzyme where substrate binding and catalysis occur.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology, Biochemistry

The active site is the catalytic center of an enzyme. It binds to substrates (reactant molecules) and facilitates their transformation into products.


Dynamics

The movement and changes in a system over time.

Scientific: Medicine, Biotechnology
Biotechnology / Structural Biology, Biophysics

Dynamics refers to the motion and behavior of molecules and systems. It is essential for understanding how biological processes work.


Discovery

The process of finding new information or things.

General: Medicine, Biotechnology
Research / Drug Development, Biotechnology

Discovery refers to the act of uncovering something new or previously unknown. In research and development, it often involves identifying novel compounds, processes, or insights.


Engineering

The application of scientific principles to design and build systems.

Technical: Medicine, Biotechnology
Biotechnology / Genetic Engineering, Biomanufacturing

Engineering is the field of applying scientific knowledge to design, construct, and improve systems. In biotechnology, it involves manipulating biological systems for specific purposes.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:31:35
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 23,600,193 51,076 462.06 0 hrs 3 mins
2 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 18,692,990 51,076 365.98 0 hrs 4 mins
3 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 6,898,339 51,076 135.06 0 hrs 11 mins
4 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 5,510,784 51,076 107.89 0 hrs 13 mins
5 Radeon RX 9070(XT)
Navi 48 [Radeon RX 9070(XT)]
AMD Navi 48 4,948,881 51,076 96.89 0 hrs 15 mins
6 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 3,675,452 51,076 71.96 0 hrs 20 mins
7 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 3,339,336 51,076 65.38 0 hrs 22 mins
8 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,394,303 51,076 46.88 0 hrs 31 mins
9 Intel Arc B580 Graphics
Battlemage G21 [Intel Arc B580 Graphics]
Intel Battlemage G21 2,384,244 51,076 46.68 0 hrs 31 mins
10 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 2,183,550 173,424 12.59 1 hrs 54 mins
11 Radeon RX 9060(XT)
Navi 44 [Radeon RX 9060(XT)]
AMD Navi 44 2,108,344 51,076 41.28 0 hrs 35 mins
12 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,361,599 51,076 26.66 0 hrs 54 mins
13 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 825,358 104,539 7.90 3 hrs 2 mins
14 Quadro P1000
GP107GL [Quadro P1000]
Nvidia GP107GL 229,721 96,308 2.39 10 hrs 4 mins
15 Quadro K5200
GK110 [Quadro K5200]
Nvidia GK110 225,916 51,076 4.42 5 hrs 26 mins
16 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 188,955 63,094 2.99 8 hrs 1 mins
17 Quadro T400 Mobile
TU117GLM [Quadro T400 Mobile]
Nvidia TU117GLM 181,850 51,076 3.56 6 hrs 44 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:31:35
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make