RESEARCH: CANCER
FOLDING PROJECT #17726 PROFILE

PROJECT TEAM

Manager(s): Matthew Chan
Institution: University of Illinois at Urbana-Champaign

WORK UNIT INFO

Atoms: 84,262
Core: OPENMM_22
Status: Public

TLDR; PROJECT SUMMARY AI BETA

This project studies how proteins use ions to move molecules across cell membranes. These transporters are important for many biological processes and are targets for drugs treating diseases like cancer and diabetes. Studying them will help us understand how these proteins work in different organisms.

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

OFFICAL PROJECT DESCRIPTION

Projects 17711-17724 Molecular basis of secondary active transporters. Secondary active membrane transporters are proteins that utilize ions to transport an assortment of molecules across cell membranes.

These proteins are found in all domains in life and surprisingly, despite vastly different structures, operate under the same mechanism by using an ion gradient to assist in small molecule transport.

Furthermore, many of these secondary active transporters are drug targets to treat disease like cancer, diabetes, and neurological disorders.

These simulations will allow us to understand a universal role of ion-coupling across different families of proteins.

RELATED TERMS GLOSSARY AI BETA

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

secondary active transporter

A type of membrane protein that uses ion gradients to move molecules across cell membranes.

scientific: pharmaceuticals
biochemistry / membrane transport

Secondary active transporters are essential proteins found in all living organisms. They work by using the energy stored in an ion gradient to transport other molecules across cell membranes. This process is crucial for many cellular functions, including nutrient uptake, waste removal, and signal transduction. Many secondary active transporters are also targets for drugs used to treat diseases such as cancer, diabetes, and neurological disorders.


ion gradient

A difference in concentration of ions across a cell membrane.

scientific: pharmaceuticals
biochemistry / membrane transport

An ion gradient is a crucial phenomenon that drives many cellular processes. It refers to the unequal distribution of charged atoms (ions) across a cell membrane. This difference in concentration creates an electrochemical potential that cells can harness to power various functions, including transporting molecules and generating electrical signals. Secondary active transporters rely on ion gradients to function.


membrane transport

The movement of molecules across cell membranes.

scientific: pharmaceuticals
biochemistry / cellular processes

Membrane transport is essential for cells to maintain their internal environment and interact with their surroundings. It involves the movement of various substances, such as nutrients, ions, and waste products, across the cell membrane. There are two main types of membrane transport: passive transport, which does not require energy, and active transport, which requires energy to move molecules against their concentration gradient. Secondary active transporters utilize a form of active transport.


protein

A large biomolecule composed of amino acids.

scientific: pharmaceuticals
biochemistry / cellular structure

Proteins are the workhorses of cells, performing a vast array of functions. They are essential for virtually all biological processes, including catalyzing reactions, transporting molecules, providing structural support, and regulating cellular processes. Proteins are made up of chains of amino acids, which fold into specific three-dimensional structures that determine their function.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:36:34
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 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 7,041,807 123,401 57.06 0 hrs 25 mins
2 GeForce RTX 3080 10GB / 20GB
GA102 [GeForce RTX 3080 10GB / 20GB]
Nvidia GA102 5,309,577 112,226 47.31 0 hrs 30 mins
3 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,039,322 112,752 44.69 0 hrs 32 mins
4 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 4,308,895 107,034 40.26 0 hrs 36 mins
5 Quadro RTX 6000/8000
TU102GL [Quadro RTX 6000/8000]
Nvidia TU102GL 4,262,688 106,104 40.17 0 hrs 36 mins
6 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 SUPER]
Nvidia TU104 3,202,667 97,115 32.98 0 hrs 44 mins
7 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 3,132,420 96,029 32.62 0 hrs 44 mins
8 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 3,101,627 95,658 32.42 0 hrs 44 mins
9 GeForce RTX 2080
TU104 [GeForce RTX 2080]
Nvidia TU104 3,097,206 96,178 32.20 0 hrs 45 mins
10 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 2,872,546 93,414 30.75 0 hrs 47 mins
11 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,634,423 90,929 28.97 0 hrs 50 mins
12 GeForce RTX 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A] M 7465
Nvidia TU106 2,456,785 88,750 27.68 0 hrs 52 mins
13 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 2,260,659 84,768 26.67 0 hrs 54 mins
14 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 2,070,870 84,124 24.62 0 hrs 58 mins
15 GeForce RTX 2080 SUPER Mobile / Max-Q
TU104M [GeForce RTX 2080 SUPER Mobile / Max-Q]
Nvidia TU104M 2,069,713 83,842 24.69 0 hrs 58 mins
16 Radeon RX 6800/6800 XT / 6900 XT
Navi 21 [Radeon RX 6800/6800 XT / 6900 XT]
AMD Navi 21 1,729,905 79,000 21.90 1 hrs 6 mins
17 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,708,047 78,712 21.70 1 hrs 6 mins
18 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,696,681 77,445 21.91 1 hrs 6 mins
19 GeForce RTX 3060
GA106 [GeForce RTX 3060]
Nvidia GA106 1,671,945 78,034 21.43 1 hrs 7 mins
20 GeForce RTX 2060 Mobile
TU106M [GeForce RTX 2060 Mobile]
Nvidia TU106M 1,391,184 74,067 18.78 1 hrs 17 mins
21 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,280,460 71,508 17.91 1 hrs 20 mins
22 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 1,140,969 69,425 16.43 1 hrs 28 mins
23 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 1,118,677 68,698 16.28 1 hrs 28 mins
24 GeForce RTX 2060 Mobile
TU106M [GeForce RTX 2060 Mobile] 4608
Nvidia TU106M 1,098,258 64,856 16.93 1 hrs 25 mins
25 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,095,448 68,189 16.06 1 hrs 30 mins
26 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 927,995 64,444 14.40 1 hrs 40 mins
27 P104-100
GP104 [P104-100]
Nvidia GP104 752,225 60,248 12.49 1 hrs 55 mins
28 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 697,902 58,732 11.88 2 hrs 1 mins
29 Radeon RX 5600 OEM/5600 XT/5700/5700 XT
Navi 10 [Radeon RX 5600 OEM/5600 XT/5700/5700 XT]
AMD Navi 10 567,236 52,349 10.84 2 hrs 13 mins
30 GeForce GTX 1060 3GB
GP106 [GeForce GTX 1060 3GB] 3935
Nvidia GP106 562,266 54,484 10.32 2 hrs 20 mins
31 GeForce GTX 1650 SUPER
TU116 [GeForce GTX 1650 SUPER]
Nvidia TU116 542,984 44,280 12.26 1 hrs 57 mins
32 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 487,600 51,073 9.55 2 hrs 31 mins
33 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 478,987 51,437 9.31 2 hrs 35 mins
34 P106-100
GP106 [P106-100]
Nvidia GP106 476,465 51,679 9.22 2 hrs 36 mins
35 Radeon RX Vega 56/64
Vega 10 XL/XT [Radeon RX Vega 56/64]
AMD Vega 10 XL/XT 441,947 47,682 9.27 2 hrs 35 mins
36 Radeon R9 200/300X Series
Hawaii [Radeon R9 200/300X Series]
AMD Hawaii 342,787 46,351 7.40 3 hrs 15 mins
37 Radeon R9 200/300 Series
Hawaii [Radeon R9 200/300 Series]
AMD Hawaii 339,931 44,199 7.69 3 hrs 7 mins
38 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 279,987 43,539 6.43 3 hrs 44 mins
39 Radeon RX 470/480/570/580/590
Ellesmere XT [Radeon RX 470/480/570/580/590]
AMD Ellesmere XT 270,522 39,192 6.90 3 hrs 29 mins
40 P106-090
GP106 [P106-090]
Nvidia GP106 243,572 41,337 5.89 4 hrs 4 mins
41 Radeon R9 280/HD 7900/8950
Tahiti PRO [Radeon R9 280/HD 7900/8950]
AMD Tahiti PRO 213,689 39,663 5.39 4 hrs 27 mins
42 GeForce GTX 1050 Ti Mobile
GP107M [GeForce GTX 1050 Ti Mobile]
Nvidia GP107M 203,702 39,040 5.22 4 hrs 36 mins
43 GeForce GTX 1650 Ti Mobile
TU116M [GeForce GTX 1650 Ti Mobile]
Nvidia TU116M 190,716 35,864 5.32 4 hrs 31 mins
44 GeForce GTX 660 Ti
GK104 [GeForce GTX 660 Ti] 2634
Nvidia GK104 156,917 35,461 4.43 5 hrs 25 mins
45 Radeon RX Vega M XL
[Radeon RX Vega M XL]
AMD Vega 122,874 32,443 3.79 6 hrs 20 mins
46 Radeon HD 7800
Pitcairn [Radeon HD 7800]
AMD Pitcairn 119,915 32,716 3.67 6 hrs 33 mins
47 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 111,144 31,884 3.49 6 hrs 53 mins
48 GeForce GTX 750 Ti
GM107 [GeForce GTX 750 Ti] 1389
Nvidia GM107 106,694 30,555 3.49 6 hrs 52 mins
49 GeForce GT 1030
GP108 [GeForce GT 1030] 1127
Nvidia GP108 89,832 29,711 3.02 7 hrs 56 mins
50 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 74,429 27,940 2.66 9 hrs 1 mins
51 GeForce GTX 750
GM107 [GeForce GTX 750] 1111
Nvidia GM107 70,499 20,725 3.40 7 hrs 3 mins
52 Radeon R7/R6 360 Series
Bonaire [Radeon R7/R6 360 Series]
AMD Bonaire 52,330 24,893 2.10 11 hrs 25 mins
53 Radeon R9 Fury X
Fiji XT [Radeon R9 Fury X]
AMD Fiji XT 42,357 23,728 1.79 13 hrs 27 mins
54 Radeon R7 250/HD 7700
R575A [Radeon R7 250/HD 7700]
AMD R575A 15,150 11,468 1.32 18 hrs 10 mins
55 GeForce GTX 670M
GF114 [GeForce GTX 670M]
Nvidia GF114 12,366 14,374 0.86 27 hrs 54 mins
56 Ryzen vega 8 mobile
Raven [Ryzen vega 8 mobile]
AMD Raven 6,968 11,468 0.61 39 hrs 30 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:36:34
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make