RESEARCH: CANCER
FOLDING PROJECT #17904 PROFILE

PROJECT TEAM

Manager(s): Austin Weigle
Institution: University of Illinois at Urbana-Champaign
Project URL: View Project Website

WORK UNIT INFO

Atoms: 163,201
Core: 0x22
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

This project looks at how different types of enzymes called acyltransferases recognize and bind to specific molecules. Acyltransferases are important for many processes in our bodies, like gene expression and cancer development. The researchers are studying how the shape and flexibility of a loop region within these enzymes affects their ability to bind to different molecules. Understanding this could help us design new drugs that target specific enzymes.

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

OFFICAL PROJECT DESCRIPTION

Understanding the molecular basis of substrate specificity for a given protein family is fundamental for the biophysical study of any metabolic process and related molecule design.

In this project, we model the apo and holo dynamics of acyltransferase enzymes demonstrating variable substrate specificity and organismal evolutionary stage.

Human acyltransferase activity is generally implicated in gene expression and cancer development.

Averaging ~18-25 sequence identity within their family, our selected acyltransferase enzymes maintain a remarkably conserved topology, where the front and back domains of these proteins form a doughnut-like shape bridged by an ~50 residue intrinsically disordered loop (IDL).

Sequence-based analyses suggest that some correlation exists between the extent of disorder in this IDL region and the extent of demonstrated substrate permissiveness by the respective enzyme.

By comparing loop dynamics in response to substrate recognition between the different modeled proteins, our goal is to offer fundamental insights into how soluble proteins can evolve substrate specificity without converging to a conserved amino acid sequence.

RELATED TERMS GLOSSARY AI BETA

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

protein

A large biomolecule consisting of chains of amino acids.

Scientific: Biopharmaceuticals
Biotechnology / Structural Biology

Proteins are the workhorses of cells, carrying out a vast array of functions essential for life. They are made up of building blocks called amino acids, linked together in long chains. The sequence and folding of these chains determine the protein's unique shape and function.


substrate

A substance acted upon by an enzyme.

Scientific: Pharmaceuticals
Biotechnology / Enzyme Kinetics

In biochemistry, a substrate is the molecule that an enzyme acts upon. The enzyme catalyzes a chemical reaction, converting the substrate into a product.


acyltransferase

An enzyme that catalyzes the transfer of an acyl group from one molecule to another.

Scientific: Biotechnology
Biotechnology / Metabolism

Acyltransferases are a class of enzymes that play a crucial role in various metabolic processes. They facilitate the transfer of acyl groups, which are chains of carbon atoms attached to a carbonyl group, between molecules.


gene expression

The process by which information encoded in a gene is used to synthesize a functional product, such as a protein.

Scientific: Pharmaceuticals
Biotechnology / Molecular Biology

Gene expression is the fundamental process by which cells convert the genetic information stored in DNA into functional products like proteins. It involves two main steps: transcription and translation.


cancer

A group of diseases characterized by the uncontrolled growth and spread of abnormal cells.

Medical: Healthcare
Biotechnology / Oncology

Cancer is a complex group of diseases marked by the uncontrolled proliferation of abnormal cells. These cells can invade surrounding tissues and spread to other parts of the body, causing significant damage.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:34:42
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 4090
AD102 [GeForce RTX 4090]
Nvidia AD102 14,926,508 241,085 61.91 0 hrs 23 mins
2 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 12,155,698 229,483 52.97 0 hrs 27 mins
3 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 9,490,447 213,191 44.52 0 hrs 32 mins
4 GeForce RTX 3090 Ti
GA102 [GeForce RTX 3090 Ti]
Nvidia GA102 8,996,878 208,337 43.18 0 hrs 33 mins
5 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 8,645,723 206,029 41.96 0 hrs 34 mins
6 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 6,954,085 190,118 36.58 0 hrs 39 mins
7 Radeon RX 7900XT/XTX
Navi 31 [Radeon RX 7900XT/XTX]
AMD Navi 31 6,664,781 188,684 35.32 0 hrs 41 mins
8 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 6,300,075 184,553 34.14 0 hrs 42 mins
9 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,640,840 179,255 31.47 0 hrs 46 mins
10 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,002,130 171,329 29.20 0 hrs 49 mins
11 RTX A5000
GA102GL [RTX A5000]
Nvidia GA102GL 4,859,958 168,614 28.82 0 hrs 50 mins
12 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 4,853,502 169,073 28.71 0 hrs 50 mins
13 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 4,658,829 167,149 27.87 0 hrs 52 mins
14 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 4,335,859 163,072 26.59 0 hrs 54 mins
15 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 3,721,010 253,755 14.66 1 hrs 38 mins
16 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 3,674,969 155,582 23.62 1 hrs 1 mins
17 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 3,589,690 153,066 23.45 1 hrs 1 mins
18 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 3,233,100 148,294 21.80 1 hrs 6 mins
19 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 SUPER]
Nvidia TU104 3,132,384 147,033 21.30 1 hrs 8 mins
20 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 2,936,896 143,960 20.40 1 hrs 11 mins
21 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 2,900,294 143,156 20.26 1 hrs 11 mins
22 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 2,897,452 143,120 20.24 1 hrs 11 mins
23 Radeon RX 6900 XT
Navi 21 [Radeon RX 6900 XT]
AMD Navi 21 2,730,139 136,581 19.99 1 hrs 12 mins
24 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 2,642,937 138,936 19.02 1 hrs 16 mins
25 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 2,488,396 137,164 18.14 1 hrs 19 mins
26 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 2,476,034 135,976 18.21 1 hrs 19 mins
27 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,355,149 133,918 17.59 1 hrs 22 mins
28 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 2,307,813 132,418 17.43 1 hrs 23 mins
29 GeForce RTX 3080 Mobile / Max-Q 8GB/16GB
GA104M [GeForce RTX 3080 Mobile / Max-Q 8GB/16GB]
Nvidia GA104M 2,171,741 128,872 16.85 1 hrs 25 mins
30 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 1,992,251 126,351 15.77 1 hrs 31 mins
31 Radeon RX 6800/6800 XT / 6900 XT
Navi 21 [Radeon RX 6800/6800 XT / 6900 XT]
AMD Navi 21 1,742,488 118,211 14.74 1 hrs 38 mins
32 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,468,768 114,457 12.83 1 hrs 52 mins
33 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,285,223 107,032 12.01 1 hrs 60 mins
34 Radeon RX 5600 OEM/5600 XT/5700/5700 XT
Navi 10 [Radeon RX 5600 OEM/5600 XT/5700/5700 XT]
AMD Navi 10 1,273,575 108,714 11.71 2 hrs 3 mins
35 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,210,604 107,592 11.25 2 hrs 8 mins
36 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,087,387 102,955 10.56 2 hrs 16 mins
37 Tesla M40
GM200GL [Tesla M40] 6844
Nvidia GM200GL 1,047,824 101,321 10.34 2 hrs 19 mins
38 Geforce RTX 3050
GA106 [Geforce RTX 3050]
Nvidia GA106 1,008,693 100,402 10.05 2 hrs 23 mins
39 Radeon RX Vega 56/64
Vega 10 XL/XT [Radeon RX Vega 56/64]
AMD Vega 10 XL/XT 988,768 99,498 9.94 2 hrs 25 mins
40 Radeon Pro W5700
Navi 10 [Radeon Pro W5700]
AMD Navi 10 931,153 92,070 10.11 2 hrs 22 mins
41 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 772,003 92,222 8.37 2 hrs 52 mins
42 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 682,853 88,550 7.71 3 hrs 7 mins
43 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 640,872 86,904 7.37 3 hrs 15 mins
44 R9 Fury X/NANO
Fiji XT [R9 Fury X/NANO]
AMD Fiji XT 591,189 84,722 6.98 3 hrs 26 mins
45 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 456,555 77,785 5.87 4 hrs 5 mins
46 Radeon RX 470/480/570/580/590
Ellesmere XT [Radeon RX 470/480/570/580/590]
AMD Ellesmere XT 406,424 74,195 5.48 4 hrs 23 mins
47 Radeon RX 6600/6600 XT/6600M
Navi 23 [Radeon RX 6600/6600 XT/6600M]
AMD Navi 23 393,013 73,009 5.38 4 hrs 28 mins
48 P106-090
GP106 [P106-090]
Nvidia GP106 385,104 73,462 5.24 4 hrs 35 mins
49 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 357,064 71,286 5.01 4 hrs 47 mins
50 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 201,894 48,500 4.16 5 hrs 46 mins
51 GeForce GTX 950M
GM107 [GeForce GTX 950M] 1439
Nvidia GM107 107,039 47,922 2.23 10 hrs 45 mins
52 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 58,133 38,920 1.49 16 hrs 4 mins
53 R7 370/R9 270X/370X
Curacao XT/Trinidad XT [R7 370/R9 270X/370X]
AMD Curacao XT/Trinidad XT 27,671 31,056 0.89 26 hrs 56 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:34:42
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make