RESEARCH: CANCER
FOLDING PROJECT #18226 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 vital for energy production in cells. The project looks at how PGK's shape changes when it binds to different molecules, like its products and building blocks. Understanding PGK is important because problems with this protein can cause diseases like anemia and cancer.

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. Our experimental collaborators have identified major shifts in PGK conformations as a function of the ligands (small molecules) bound to PGK.

In 18224, we simulate PGK in the unbound state.

In 18225, we simulate PGK with one of it's products (ADP) bound.

In 18226, we simulate PGK with one of it's substrates (ATP) bound.

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: Biotechnology
Biochemistry / Metabolism

Phosphoglycerate kinase (PGK) is an important enzyme involved in breaking down sugar molecules for energy production within cells. It plays a key role in glycolysis, a process that converts glucose into ATP, the cell's primary energy source. PGK catalyzes a specific step in this pathway, converting 1,3-bisphosphoglycerate to 3-phosphoglycerate while generating one molecule of ATP.


Glycolysis

The metabolic pathway that converts glucose into pyruvate.

Scientific: Biotechnology
Biochemistry / Metabolism

Glycolysis is the fundamental process by which cells break down glucose to release energy. It involves a series of chemical reactions that occur in the cytoplasm, converting one molecule of glucose into two molecules of pyruvate. This process generates a small amount of ATP, the cell's primary energy currency, and provides intermediates for other metabolic pathways.


ATP

Adenosine triphosphate

Technical: Biotechnology
Biochemistry / Energy Production

ATP (adenosine triphosphate) is the primary energy currency of cells. It's a molecule that stores and releases energy when its phosphate bonds are broken. ATP is essential for various cellular processes, including muscle contraction, nerve impulse transmission, protein synthesis, and active transport.


Hemolytic anemia

A condition characterized by the destruction of red blood cells.

Pathological: Pharmaceuticals
Medicine / Blood Disorders

Hemolytic anemia is a medical condition where red blood cells are destroyed faster than the bone marrow can produce them. This can lead to a shortage of healthy red blood cells, resulting in symptoms such as fatigue, weakness, shortness of breath, and pale skin. Various factors can cause hemolytic anemia, including genetic disorders, infections, autoimmune diseases, and certain medications.


Myopathy

A disease or disorder that affects muscle tissue.

Pathological: Pharmaceuticals
Medicine / Muscle Disorders

Myopathy is a broad term referring to any condition that causes weakness, pain, or other problems in the muscles. There are many different types of myopathies, caused by various factors such as genetic defects, infections, autoimmune disorders, and toxins. Symptoms can range from mild muscle soreness to severe muscle weakness, making it difficult to perform daily activities.


Cancer

A group of diseases characterized by uncontrolled cell growth.

Clinical: Pharmaceuticals
Medicine / Oncology

Cancer is a complex group of diseases characterized by abnormal and uncontrolled cell growth. These cells can invade surrounding tissues and spread to other parts of the body (metastasis). There are many different types of cancer, each affecting specific organs or tissues. Treatment options vary depending on the type and stage of cancer.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:31:16
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 29,678,532 1,478,995 20.07 1 hrs 12 mins
2 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 18,227,181 1,262,808 14.43 1 hrs 40 mins
3 GeForce RTX 4080 SUPER
AD103 [GeForce RTX 4080 SUPER]
Nvidia AD103 17,776,364 1,259,748 14.11 1 hrs 42 mins
4 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 12,633,278 1,001,669 12.61 1 hrs 54 mins
5 GeForce RTX 4070 SUPER
AD104 [GeForce RTX 4070 SUPER]
Nvidia AD104 11,843,638 1,097,045 10.80 2 hrs 13 mins
6 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 10,825,060 1,065,137 10.16 2 hrs 22 mins
7 RTX A6000
GA102GL [RTX A6000]
Nvidia GA102GL 10,072,310 175,000 57.56 0 hrs 25 mins
8 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 9,434,222 1,012,166 9.32 2 hrs 34 mins
9 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 8,331,953 974,830 8.55 2 hrs 48 mins
10 GeForce RTX 4070
AD104 [GeForce RTX 4070]
Nvidia AD104 6,958,814 915,238 7.60 3 hrs 9 mins
11 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 6,173,378 885,416 6.97 3 hrs 27 mins
12 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 5,836,039 882,428 6.61 3 hrs 38 mins
13 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,801,383 867,878 6.68 3 hrs 35 mins
14 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,654,702 846,765 6.68 3 hrs 36 mins
15 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 4,909,679 833,667 5.89 4 hrs 5 mins
16 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 4,889,595 804,479 6.08 3 hrs 57 mins
17 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 4,670,410 808,477 5.78 4 hrs 9 mins
18 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 4,107,208 740,413 5.55 4 hrs 20 mins
19 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 4,081,426 175,000 23.32 1 hrs 2 mins
20 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 3,922,943 503,153 7.80 3 hrs 5 mins
21 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,847,461 640,775 4.44 5 hrs 24 mins
22 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,473,351 631,212 3.92 6 hrs 7 mins
23 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 2,442,911 652,811 3.74 6 hrs 25 mins
24 Radeon RX 7700XT/7800XT
Navi 32 [Radeon RX 7700XT/7800XT]
AMD Navi 32 1,767,078 537,474 3.29 7 hrs 18 mins
25 RTX A2000
GA106 [RTX A2000]
Nvidia GA106 1,489,857 557,710 2.67 8 hrs 59 mins
26 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,288,649 257,629 5.00 4 hrs 48 mins
27 Radeon RX 6600/6600 XT/6600M
Navi 23 XT-XL [Radeon RX 6600/6600 XT/6600M]
AMD Navi 23 XT-XL 843,978 175,000 4.82 4 hrs 59 mins
28 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 837,847 511,101 1.64 14 hrs 38 mins
29 RX 5600 OEM/5600XT/5700/5700XT
Navi 10 [RX 5600 OEM/5600XT/5700/5700XT]
AMD Navi 10 259,454 285,749 0.91 26 hrs 26 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:31:16
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make