RESEARCH: CANCER
FOLDING PROJECT #18228 PROFILE

PROJECT TEAM

Manager(s): Justin Miller
Institution: University of Pennsylvania

WORK UNIT INFO

Atoms: 383,200
Core: 0x23
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

This project uses computer simulations to study Phosphoglycerate kinase (PGK), a protein important for energy production in cells. The project aims to understand how PGK works at a structural level and how different simulation methods affect accuracy. Understanding PGK is important because it's linked to diseases like anemia and cancer, and can even affect how drugs work.

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

OFFICAL PROJECT DESCRIPTION

In this project we simulate the protein Phosphoglycerate kinase (PGK), a vital component in cell metabolism (specifically glycolysis, the processing of sugar into ATP for the cell).

PGK catalyzes the conversion of 1,3 bisphosphoglycerate to 3-phosphoglycerate generating one molecule of ATP in the process.

While the biochemical activity of PGK has been long understoon, how this process is achieved from a structural perspective is less well known. PGK deficiencies lead to hemolytic anemia and myopathy, over-expression has been linked to a variety of cancers, and PGK can metabolize a variety of different drugs.

We hope that simulations of PGK will lead to a better understanding of how PGK completes these essential catalytic activities. In our prior projects we have looked at the impact of ligands on PGK conformations.

As our experimental collaborators have several biophysical measurements of PGK, we also believe this gives us an excellent opportunity to assess how force fields, one of the fundamental processes of our computer simulations, affect the accuracy of our simulations.

In project 18224, we looked at a commonly used force field, charmm36 performed.

In 18227 and 18228, we look at how the force fields amber03 and amber14sb perform.

We believe these findings will aid not only this project, but all simulation projects going forward.

RELATED TERMS GLOSSARY AI BETA

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

Phosphoglycerate kinase

An enzyme that catalyzes the conversion of 1,3-bisphosphoglycerate to 3-phosphoglycerate.

Technical: Biotechnology
Biochemistry / Metabolism

Phosphoglycerate kinase (PGK) is a vital enzyme involved in glycolysis, the process of breaking down sugar for energy. It catalyzes a key step in this process, converting one molecule into another while generating ATP, the cell's energy currency. PGK deficiencies can lead to health problems like anemia and muscle weakness, while its over-expression is linked to cancer development.


Glycolysis

The metabolic pathway that converts glucose into pyruvate.

Scientific: Biotechnology
Biochemistry / Metabolism

Glycolysis is a fundamental process in all living cells where glucose (sugar) is broken down to produce energy in the form of ATP. This ten-step pathway involves several enzymes and occurs in the cytoplasm of cells. It's essential for providing immediate energy for various cellular functions.


ATP

Adenosine triphosphate

Scientific: Biotechnology
Biochemistry / Metabolism

ATP stands for adenosine triphosphate. It's the primary energy currency of cells. When a phosphate group is removed from ATP (hydrolyzed), energy is released, powering various cellular processes like muscle contraction, nerve impulse transmission, and protein synthesis.


Hemolytic anemia

A condition characterized by the destruction of red blood cells.

Pathological: Healthcare
Medicine / Hematology

Hemolytic anemia occurs when red blood cells are destroyed faster than the bone marrow can replace them. This can lead to fatigue, weakness, pale skin, and shortness of breath. Various factors like genetic disorders, autoimmune diseases, or infections can cause hemolytic anemia.


Myopathy

A disease or disorder of muscle tissue.

Pathological: Healthcare
Medicine / Neurology

Myopathy refers to any condition affecting muscle function and structure. Symptoms can include muscle weakness, pain, fatigue, and difficulty with movement. Various causes like genetic disorders, infections, autoimmune diseases, or medications can lead to myopathy.


Cancer

A group of diseases characterized by uncontrolled cell growth.

Pathological: Healthcare
Medicine / Oncology

Cancer is a broad term encompassing various diseases marked by abnormal and rapid cell division. This uncontrolled growth can invade surrounding tissues and spread to other parts of the body (metastasis). Many factors like genetics, lifestyle, and environmental exposures contribute to cancer development.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:31:13
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 5090
GB202 [GeForce RTX 5090]
Nvidia GB202 42,400,586 100,500 421.90 0 hrs 3 mins
2 GeForce RTX 4090
AD102 [GeForce RTX 4090]
Nvidia AD102 27,373,071 732,831 37.35 0 hrs 39 mins
3 RTX 6000 Ada Generation
AD102GL [RTX 6000 Ada Generation]
Nvidia AD102GL 24,319,996 100,500 241.99 0 hrs 6 mins
4 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 20,223,741 486,238 41.59 0 hrs 35 mins
5 GeForce RTX 4080 SUPER
AD103 [GeForce RTX 4080 SUPER]
Nvidia AD103 19,934,757 284,537 70.06 0 hrs 21 mins
6 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 15,665,172 638,872 24.52 0 hrs 59 mins
7 GeForce RTX 4070 Ti SUPER
AD103 [GeForce RTX 4070 Ti SUPER]
Nvidia AD103 15,473,547 695,001 22.26 1 hrs 5 mins
8 GeForce RTX 4090 Laptop GPU
AD103M / GN21-X11 [GeForce RTX 4090 Laptop GPU]
Nvidia AD103M / GN21-X11 13,692,265 797,537 17.17 1 hrs 24 mins
9 GeForce RTX 5070
GB205 [GeForce RTX 5070]
Nvidia GB205 13,350,290 100,500 132.84 0 hrs 11 mins
10 GeForce RTX 4070 SUPER
AD104 [GeForce RTX 4070 SUPER]
Nvidia AD104 12,427,986 196,471 63.26 0 hrs 23 mins
11 GeForce RTX 3090 Ti
GA102 [GeForce RTX 3090 Ti]
Nvidia GA102 10,129,741 656,266 15.44 1 hrs 33 mins
12 RTX 5000 Ada Generation Laptop GPU
AD103GLM [RTX 5000 Ada Generation Laptop GPU]
Nvidia AD103GLM 9,990,955 713,321 14.01 1 hrs 43 mins
13 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 9,422,153 581,843 16.19 1 hrs 29 mins
14 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 8,874,578 337,021 26.33 0 hrs 55 mins
15 GeForce RTX 4070
AD104 [GeForce RTX 4070]
Nvidia AD104 8,387,021 288,407 29.08 0 hrs 50 mins
16 GeForce RTX 3080 12GB
GA102 [GeForce RTX 3080 12GB]
Nvidia GA102 6,677,447 614,995 10.86 2 hrs 13 mins
17 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 6,354,598 333,432 19.06 1 hrs 16 mins
18 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 6,260,304 206,620 30.30 0 hrs 48 mins
19 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 6,230,976 550,384 11.32 2 hrs 7 mins
20 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 5,655,798 100,500 56.28 0 hrs 26 mins
21 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,574,004 202,216 27.56 0 hrs 52 mins
22 GeForce RTX 4070 Max-Q / Mobile
AD106M [GeForce RTX 4070 Max-Q / Mobile]
Nvidia AD106M 5,197,985 100,500 51.72 0 hrs 28 mins
23 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 5,169,922 565,853 9.14 2 hrs 38 mins
24 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 4,859,530 358,107 13.57 1 hrs 46 mins
25 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 4,765,196 474,201 10.05 2 hrs 23 mins
26 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 4,569,667 356,155 12.83 1 hrs 52 mins
27 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 4,362,995 333,589 13.08 1 hrs 50 mins
28 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 3,854,171 262,904 14.66 1 hrs 38 mins
29 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 3,761,742 465,964 8.07 2 hrs 58 mins
30 Radeon RX 7700XT/7800XT
Navi 32 [Radeon RX 7700XT/7800XT]
AMD Navi 32 3,755,863 204,837 18.34 1 hrs 19 mins
31 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 3,684,144 233,683 15.77 1 hrs 31 mins
32 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 3,512,670 100,500 34.95 0 hrs 41 mins
33 GeForce RTX 4060
AD106 [GeForce RTX 4060]
Nvidia AD106 3,437,461 501,824 6.85 3 hrs 30 mins
34 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 3,425,275 373,886 9.16 2 hrs 37 mins
35 GeForce RTX 4050 Max-Q / Mobile
AD107M [GeForce RTX 4050 Max-Q / Mobile]
Nvidia AD107M 3,203,288 494,971 6.47 3 hrs 43 mins
36 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 3,172,738 100,500 31.57 0 hrs 46 mins
37 GeForce RTX 3060
GA106 [GeForce RTX 3060]
Nvidia GA106 3,168,049 458,805 6.91 3 hrs 29 mins
38 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 3,077,856 490,685 6.27 3 hrs 50 mins
39 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 3,048,321 464,480 6.56 3 hrs 39 mins
40 Radeon RX 6800(XT)/6900XT
Navi 21 [Radeon RX 6800(XT)/6900XT]
AMD Navi 21 3,017,966 438,493 6.88 3 hrs 29 mins
41 GeForce RTX 4060 Max-Q / Mobile
AD107M [GeForce RTX 4060 Max-Q / Mobile]
Nvidia AD107M 2,877,054 471,444 6.10 3 hrs 56 mins
42 GeForce RTX 3060
GA104 [GeForce RTX 3060]
Nvidia GA104 2,691,173 100,500 26.78 0 hrs 54 mins
43 GeForce RTX 3070 Mobile / Max-Q
GA104M [GeForce RTX 3070 Mobile / Max-Q]
Nvidia GA104M 2,684,496 398,036 6.74 3 hrs 34 mins
44 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,370,344 363,637 6.52 3 hrs 41 mins
45 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 Super]
Nvidia TU104 2,218,521 100,500 22.07 1 hrs 5 mins
46 Radeon VII
Vega 20 [Radeon VII]
AMD Vega 20 1,863,499 100,500 18.54 1 hrs 18 mins
47 Radeon RX 6700(XT)/6800M
Navi 22 XT-XL [Radeon RX 6700(XT)/6800M]
AMD Navi 22 XT-XL 1,822,686 100,500 18.14 1 hrs 19 mins
48 Radeon PRO WX 9100
Vega 10 XT [Radeon PRO WX 9100]
AMD Vega 10 XT 1,710,666 100,500 17.02 1 hrs 25 mins
49 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,577,493 441,037 3.58 6 hrs 43 mins
50 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,570,735 119,676 13.12 1 hrs 50 mins
51 RTX A2000
GA106 [RTX A2000]
Nvidia GA106 1,520,304 100,500 15.13 1 hrs 35 mins
52 Radeon RX 7700S/7600S
Navi 33 [Radeon RX 7700S/7600S]
AMD Navi 33 1,377,716 100,500 13.71 1 hrs 45 mins
53 Radeon RX 6650XT
Navi 23 [Radeon RX 6650XT]
AMD Navi 23 1,368,253 371,834 3.68 6 hrs 31 mins
54 Radeon RX Vega 56/64
Vega 10 XL/XT [Radeon RX Vega 56/64]
AMD Vega 10 XL/XT 1,310,272 101,703 12.88 1 hrs 52 mins
55 RTX A2000 12GB
GA106 [RTX A2000 12GB]
Nvidia GA106 1,186,272 100,500 11.80 2 hrs 2 mins
56 Radeon RX 7700S/7600(S)
Navi 33 [Radeon RX 7700S/7600(S)]
AMD Navi 33 1,034,241 282,485 3.66 6 hrs 33 mins
57 Radeon RX 6600(XT/M)
Navi 23 XT-XL [Radeon RX 6600(XT/M)]
AMD Navi 23 XT-XL 1,001,346 100,500 9.96 2 hrs 25 mins
58 RX 5600 OEM/5600XT/5700/5700XT
Navi 10 [RX 5600 OEM/5600XT/5700/5700XT]
AMD Navi 10 944,361 184,553 5.12 4 hrs 41 mins
59 Radeon RX 6600/6600 XT/6600M
Navi 23 XT-XL [Radeon RX 6600/6600 XT/6600M]
AMD Navi 23 XT-XL 877,889 263,653 3.33 7 hrs 12 mins
60 R9 Fury X/NANO
Fiji XT [R9 Fury X/NANO]
AMD Fiji XT 718,705 100,500 7.15 3 hrs 21 mins
61 Radeon RX 580 2048SP
Polaris 20 XL [Radeon RX 580 2048SP]
AMD Polaris 20 XL 434,926 253,562 1.72 13 hrs 60 mins
62 Radeon Pro W5700
Navi 10 [Radeon Pro W5700]
AMD Navi 10 434,509 170,789 2.54 9 hrs 26 mins
63 RX 5500(M)/Pro 5500M
Navi 14 [RX 5500(M)/Pro 5500M]
AMD Navi 14 427,275 256,698 1.66 14 hrs 25 mins
64 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 408,871 250,064 1.64 14 hrs 41 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:31:13
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 RYZEN 9 5950X 16-CORE 32 AMD
2 RYZEN 9 9950X 16-CORE 32 AMD
3 XEON CPU E3-1231 V3 @ 3.40GHZ 8 Intel