RESEARCH: CANCER
FOLDING PROJECT #18225 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 looks at Phosphoglycerate kinase (PGK), a protein important for how our cells use sugar for energy. Scientists are using computer simulations to understand how PGK works by seeing how its shape changes when it binds to different molecules.

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.

Scientific: Pharmaceutical Research
Biochemistry / Metabolism

Phosphoglycerate kinase (PGK) is a crucial enzyme involved in energy production within cells. It plays a key role in glycolysis, the process of breaking down sugar to generate ATP, the cell's primary energy currency. PGK catalyzes a specific step in glycolysis, converting 1,3-bisphosphoglycerate into 3-phosphoglycerate, while producing one molecule of ATP in the process. This enzyme is essential for cellular function and its dysfunction can lead to various health issues.


Glycolysis

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

Scientific: Pharmaceutical Research
Biochemistry / Metabolism

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


ATP

Adenosine triphosphate

Scientific: Pharmaceutical Research
Biochemistry / Energy Metabolism

ATP (adenosine triphosphate) is the primary energy currency of cells. It's a high-energy molecule that stores and releases energy through the breaking and forming of phosphate bonds. ATP powers various cellular processes, including muscle contraction, protein synthesis, and nerve impulse transmission.


Hemolytic anemia

A condition characterized by the premature destruction of red blood cells.

Medical: Healthcare
Pathology / Blood Disorders

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


Myopathy

A disease or disorder of muscle tissue.

Medical: Healthcare
Pathology / Muscle Disorders

Myopathy refers to any condition affecting muscle function and structure. It can cause weakness, pain, stiffness, and difficulty with movement. Various factors can lead to myopathies, including genetic mutations, infections, autoimmune disorders, metabolic abnormalities, and certain medications.


Cancer

A group of diseases characterized by uncontrolled cell growth and spread.

Medical: Healthcare
Pathology / Oncology

Cancer is a broad term encompassing various diseases marked by abnormal cell growth and proliferation. Cancer cells lose their normal regulatory mechanisms and invade surrounding tissues, potentially spreading to other parts of the body (metastasis). Numerous factors contribute to cancer development, including genetic predisposition, environmental exposures, lifestyle choices, and viral infections.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 00:31:18
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 29,691,510 1,475,795 20.12 1 hrs 12 mins
2 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 18,160,345 1,104,575 16.44 1 hrs 28 mins
3 GeForce RTX 4080 SUPER
AD103 [GeForce RTX 4080 SUPER]
Nvidia AD103 16,056,630 958,752 16.75 1 hrs 26 mins
4 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 12,417,069 1,041,467 11.92 2 hrs 1 mins
5 GeForce RTX 4070 SUPER
AD104 [GeForce RTX 4070 SUPER]
Nvidia AD104 12,201,322 1,112,936 10.96 2 hrs 11 mins
6 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 10,651,999 1,058,740 10.06 2 hrs 23 mins
7 RTX A6000
GA102GL [RTX A6000]
Nvidia GA102GL 10,269,311 175,000 58.68 0 hrs 25 mins
8 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 9,218,676 1,006,125 9.16 2 hrs 37 mins
9 GeForce RTX 4070
AD104 [GeForce RTX 4070]
Nvidia AD104 7,719,037 941,644 8.20 2 hrs 56 mins
10 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 7,494,193 942,688 7.95 3 hrs 1 mins
11 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 5,954,069 879,185 6.77 3 hrs 33 mins
12 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 5,951,406 890,329 6.68 3 hrs 35 mins
13 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 5,610,542 849,731 6.60 3 hrs 38 mins
14 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 5,594,269 862,880 6.48 3 hrs 42 mins
15 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 5,145,891 836,791 6.15 3 hrs 54 mins
16 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 4,304,244 785,128 5.48 4 hrs 23 mins
17 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 4,095,535 778,040 5.26 4 hrs 34 mins
18 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 3,909,345 759,517 5.15 4 hrs 40 mins
19 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 3,590,218 175,000 20.52 1 hrs 10 mins
20 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 3,373,777 727,834 4.64 5 hrs 11 mins
21 RTX A4000
GA104GL [RTX A4000]
Nvidia GA104GL 3,329,301 690,119 4.82 4 hrs 58 mins
22 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,988,516 695,671 4.30 5 hrs 35 mins
23 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,635,046 668,349 3.94 6 hrs 5 mins
24 Radeon RX 6800/6800XT/6900XT
Navi 21 [Radeon RX 6800/6800XT/6900XT]
AMD Navi 21 2,586,172 665,976 3.88 6 hrs 11 mins
25 Radeon RX 6700/6700XT/6800M
Navi 22 XT-XL [Radeon RX 6700/6700XT/6800M]
AMD Navi 22 XT-XL 1,277,123 275,967 4.63 5 hrs 11 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 00:31:18
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make