RESEARCH: CANCER
FOLDING PROJECT #18230 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 491,500
Core: 0x24
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

This project simulates the protein PGK, which is important for energy production in cells. Scientists want to understand how PGK works at a detailed level because it's involved in many diseases and drug metabolism. They are testing different computer simulation methods to see which one best matches real-world measurements of PGK.

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 understood, 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 18227-18230 we look at how the force fields amber03 (18227), amber14sb (18228), and amber19sb (18230) perform with their cognate water models.

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 in glycolysis.

Technical: Pharmaceuticals
Biochemistry / Metabolic Pathway

Phosphoglycerate kinase (PGK) is a crucial enzyme involved in cellular energy production. It plays a key role in glycolysis, the process where glucose is broken down to generate ATP, the cell's primary energy source. PGK catalyzes a specific step in this pathway, converting 1,3-bisphosphoglycerate to 3-phosphoglycerate, yielding one molecule of ATP.


Glycolysis

The metabolic pathway that converts glucose into pyruvate, generating ATP.

Technical: Pharmaceuticals
Biochemistry / Metabolic Pathway

Glycolysis is a fundamental biological process where glucose, a simple sugar, is broken down into pyruvate. This process occurs in the cytoplasm of cells and generates a small amount of ATP, the cell's primary energy currency. Glycolysis is an anaerobic pathway, meaning it does not require oxygen. It is the first step in cellular respiration, the overall process of extracting energy from glucose.


ATP

Adenosine triphosphate

Technical: Pharmaceuticals
Biochemistry / Energy Currency

ATP stands for adenosine triphosphate. It is the primary energy currency of cells. ATP stores chemical energy in its phosphate bonds and releases this energy when these bonds are broken. Cells use ATP to power a wide range of processes, including muscle contraction, protein synthesis, and nerve impulse transmission.


Hemolytic anemia

A condition in which red blood cells are destroyed faster than they can be produced.

Pathology: Healthcare
Medicine / Blood Disorders

Hemolytic anemia is a group of disorders characterized by the premature destruction of red blood cells. This leads to a decrease in the number of circulating red blood cells and can result in symptoms such as fatigue, weakness, shortness of breath, and jaundice. Causes of hemolytic anemia include genetic defects, autoimmune diseases, infections, and certain medications.


Myopathy

A disease or disorder of the muscles.

Pathology: Healthcare
Medicine / Muscle Disorders

Myopathy is a broad term that encompasses various conditions affecting muscle structure and function. Symptoms can range from muscle weakness and pain to difficulty with movement and coordination. Myopathies can be caused by genetic factors, autoimmune diseases, infections, nutritional deficiencies, and certain medications.


Cancer

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

Technical: Healthcare
Medicine / Disease

Cancer is a complex group of diseases marked by abnormal cell growth and proliferation. These rogue cells can invade surrounding tissues and spread to other parts of the body (metastasis). Cancer arises from mutations in genes that control cell growth and division, leading to uncontrolled proliferation. There are many types of cancer, each with its own characteristics and treatments.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:31:12
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 37,580,653 143,000 262.80 0 hrs 5 mins
2 RTX PRO 6000 Blackwell Workstation Edition
GB202GL [RTX PRO 6000 Blackwell Workstation Edition]
Nvidia GB202GL 35,237,047 143,000 246.41 0 hrs 6 mins
3 GeForce RTX 5080
GB203 [GeForce RTX 5080]
Nvidia GB203 23,633,391 148,635 159.00 0 hrs 9 mins
4 RTX 6000 Ada Generation
AD102GL [RTX 6000 Ada Generation]
Nvidia AD102GL 21,374,101 143,000 149.47 0 hrs 10 mins
5 GeForce RTX 4090
AD102 [GeForce RTX 4090]
Nvidia AD102 20,350,317 150,445 135.27 0 hrs 11 mins
6 GeForce RTX 5070 Ti
GB203 [GeForce RTX 5070 Ti]
Nvidia GB203 17,506,116 143,000 122.42 0 hrs 12 mins
7 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 16,339,558 150,190 108.79 0 hrs 13 mins
8 GeForce RTX 4080 SUPER
AD103 [GeForce RTX 4080 SUPER]
Nvidia AD103 14,666,356 143,000 102.56 0 hrs 14 mins
9 GeForce RTX 4070 Ti SUPER
AD103 [GeForce RTX 4070 Ti SUPER]
Nvidia AD103 12,318,568 205,886 59.83 0 hrs 24 mins
10 GeForce RTX 5070
GB205 [GeForce RTX 5070]
Nvidia GB205 11,503,938 143,000 80.45 0 hrs 18 mins
11 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 11,378,803 508,699 22.37 1 hrs 4 mins
12 GeForce RTX 4070 SUPER
AD104 [GeForce RTX 4070 SUPER]
Nvidia AD104 10,477,654 396,070 26.45 0 hrs 54 mins
13 RTX 5000 Ada Generation Laptop GPU
AD103GLM [RTX 5000 Ada Generation Laptop GPU]
Nvidia AD103GLM 8,573,677 865,364 9.91 2 hrs 25 mins
14 GeForce RTX 3080 12GB
GA102 [GeForce RTX 3080 12GB]
Nvidia GA102 7,627,968 143,000 53.34 0 hrs 27 mins
15 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 7,490,551 369,125 20.29 1 hrs 11 mins
16 GeForce RTX 4070
AD104 [GeForce RTX 4070]
Nvidia AD104 7,416,479 164,869 44.98 0 hrs 32 mins
17 GeForce RTX 5060 Ti
GB206 [GeForce RTX 5060 Ti]
Nvidia GB206 7,355,046 143,000 51.43 0 hrs 28 mins
18 GeForce RTX 4080 Max-Q / Mobile
AD104M [GeForce RTX 4080 Max-Q / Mobile]
Nvidia AD104M 6,812,485 791,933 8.60 2 hrs 47 mins
19 GeForce RTX 5060
GB206 [GeForce RTX 5060]
Nvidia GB206 6,650,405 143,000 46.51 0 hrs 31 mins
20 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 6,535,949 545,893 11.97 2 hrs 0 mins
21 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 6,533,582 300,620 21.73 1 hrs 6 mins
22 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 5,549,293 509,121 10.90 2 hrs 12 mins
23 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 5,108,599 681,543 7.50 3 hrs 12 mins
24 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,049,438 680,426 7.42 3 hrs 14 mins
25 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 4,305,713 143,000 30.11 0 hrs 48 mins
26 GeForce RTX 4070 Max-Q / Mobile
AD106M [GeForce RTX 4070 Max-Q / Mobile]
Nvidia AD106M 4,161,582 143,000 29.10 0 hrs 49 mins
27 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 4,157,374 618,078 6.73 3 hrs 34 mins
28 Radeon RX 6800(XT)/6900XT
Navi 21 [Radeon RX 6800(XT)/6900XT]
AMD Navi 21 4,031,519 675,580 5.97 4 hrs 1 mins
29 Radeon RX 7700XT/7800XT
Navi 32 [Radeon RX 7700XT/7800XT]
AMD Navi 32 3,757,158 332,855 11.29 2 hrs 8 mins
30 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 3,728,211 530,913 7.02 3 hrs 25 mins
31 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 3,433,396 203,639 16.86 1 hrs 25 mins
32 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 3,301,340 600,477 5.50 4 hrs 22 mins
33 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 3,165,427 386,881 8.18 2 hrs 56 mins
34 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 3,095,265 423,665 7.31 3 hrs 17 mins
35 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 2,981,796 143,000 20.85 1 hrs 9 mins
36 GeForce RTX 4050 Max-Q / Mobile
AD107M [GeForce RTX 4050 Max-Q / Mobile]
Nvidia AD107M 2,963,946 609,638 4.86 4 hrs 56 mins
37 GeForce RTX 4060
AD106 [GeForce RTX 4060]
Nvidia AD106 2,853,516 590,741 4.83 4 hrs 58 mins
38 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 2,775,528 178,260 15.57 1 hrs 32 mins
39 GeForce RTX 3070 Mobile / Max-Q
GA104M [GeForce RTX 3070 Mobile / Max-Q]
Nvidia GA104M 2,493,140 501,319 4.97 4 hrs 50 mins
40 Intel Arc B580 Graphics
Battlemage G21 [Intel Arc B580 Graphics]
Intel Battlemage G21 2,489,490 396,626 6.28 3 hrs 49 mins
41 TITAN RTX
TU102 [TITAN RTX] 16310
Nvidia TU102 2,449,698 143,000 17.13 1 hrs 24 mins
42 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 2,415,504 386,545 6.25 3 hrs 50 mins
43 GeForce RTX 4060 Max-Q / Mobile
AD107M [GeForce RTX 4060 Max-Q / Mobile]
Nvidia AD107M 2,344,494 561,746 4.17 5 hrs 45 mins
44 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 2,255,535 178,459 12.64 1 hrs 54 mins
45 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 2,174,133 515,724 4.22 5 hrs 42 mins
46 GeForce RTX 3060
GA104 [GeForce RTX 3060]
Nvidia GA104 2,142,392 143,000 14.98 1 hrs 36 mins
47 Radeon RX 6700(XT)/6800M
Navi 22 XT-XL [Radeon RX 6700(XT)/6800M]
AMD Navi 22 XT-XL 2,134,012 143,000 14.92 1 hrs 36 mins
48 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 1,921,080 440,947 4.36 5 hrs 31 mins
49 Radeon RX 7700S/7600(S)
Navi 33 [Radeon RX 7700S/7600(S)]
AMD Navi 33 1,888,489 515,825 3.66 6 hrs 33 mins
50 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 1,856,647 441,776 4.20 5 hrs 43 mins
51 Radeon RX 6650XT
Navi 23 [Radeon RX 6650XT]
AMD Navi 23 1,681,431 505,068 3.33 7 hrs 13 mins
52 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 1,461,564 445,583 3.28 7 hrs 19 mins
53 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 Super]
Nvidia TU104 1,304,587 196,128 6.65 3 hrs 36 mins
54 Radeon RX 7700S/7600S
Navi 33 [Radeon RX 7700S/7600S]
AMD Navi 33 1,123,273 143,000 7.86 3 hrs 3 mins
55 RX 5600 OEM/5600XT/5700/5700XT
Navi 10 [RX 5600 OEM/5600XT/5700/5700XT]
AMD Navi 10 924,784 394,493 2.34 10 hrs 14 mins
56 RX 5500(M)/Pro 5500M
Navi 14 [RX 5500(M)/Pro 5500M]
AMD Navi 14 512,890 143,000 3.59 6 hrs 41 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:31:12
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 13TH GEN CORE I9-13900KF 32 Intel
2 RYZEN 7 5700X3D 8-CORE 16 AMD