RESEARCH: CANCER
FOLDING PROJECT #12431 PROFILE

PROJECT TEAM

Manager(s): Dylan Novack
Institution: Temple University
Project URL: View Project Website

WORK UNIT INFO

Atoms: 40,908
Core: 0x22
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

This project studies how tiny proteins fold into their shapes and how changes in their code affect this folding. Using powerful computer simulations, they're trying to understand how these small changes can lead to bigger problems, like the neurological disorder Rett syndrome.

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

OFFICAL PROJECT DESCRIPTION

The function of a protein depends on its native shape, or fold.

Deciphering the sequence-dependent process by which proteins reach their folded state has been the goal of much experimental and computational work, and the inspiration for the e Folding@home project.

Small “fast folding” mini-proteins, such as the protein G B1 domain (GB1) and hpin1 WW domain, have been studied extensively both experimentally and through simulation, producing a wealth of data on wild-type protein function, and much insight on how mutations affect the folding reaction.

In 2022, the Voelz lab published a study on the folding reaction of a transcription factor, FOXO1, in which a simple hydrophobic transfer model was used to accurately predict mutational effects from models derived from massively parallel Folding@home simulations (Novack et al.).

We found that this model made more accurate predictions than other state of the art methods of mutational analysis.

We hypothesize that this is because our simulations have more accurate descriptions of the unfolded ensemble of a protein than other methods, highlighting the importance of adequately describing the unfolded state of a protein in determining mutational effects on folding reaction.

In these projects, we aim to validate this hypothesis on the well studied miniproteins GB1 and hpin1 WW domain, as well as the MeCP2 protein.

MeCP2 is a protein that binds methylated DNA and is found in high levels in nerve cells.

the main disease associated with mutations of MeCP2 is Rett syndrome, a neurological disorder that severely impairs people’s ability to speak, walk, eat, and breathe.

The gene lives on X chromosomes, thus for people with an XY chromosomal configuration (lacking a complimentary natively functioning gene), this disease can be fatal within the first 2 years due to encephalopathy.

There are at least 4668 mutational variants of MeCP2 identified, with 1171 being in the only structured region of the protein, the MBD.

Stability effects of mutation in MeCP2 have been investigated both experimentally and computationally, which makes it a promising test case for both validation of hydrophobic transfer as a model of mutation effects, as well as an opportunity to gain atomic insight that can elucidate new avenues for therapeutics targeting MeCP2.

RELATED TERMS GLOSSARY AI BETA

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

protein

A large biomolecule composed of amino acids.

Scientific: Biomedical Research
Biotechnology / Protein Folding

Proteins are essential molecules found in all living organisms. They perform a wide range of functions, including catalyzing biochemical reactions, transporting molecules, and providing structural support.


fold

The three-dimensional shape of a protein.

Scientific: Biomedical Research
Biotechnology / Protein Structure

A protein's fold is its unique three-dimensional structure, which is crucial for its function. The folding process is complex and influenced by various factors.


mutation

A permanent change in the DNA sequence.

Scientific: Biomedical Research
Biotechnology / Genetics

Mutations are alterations in the genetic code that can lead to changes in protein structure and function. They can be beneficial, harmful, or have no effect.


transcription factor

A protein that binds to DNA and regulates gene expression.

Scientific: Biomedical Research
Biotechnology / Molecular Biology

Transcription factors play a vital role in controlling which genes are turned on or off. They bind to specific DNA sequences and influence the rate of transcription.


FOXO1

Forkhead box O1 transcription factor

Scientific: Biomedical Research
Biotechnology / Molecular Biology

FOXO1 is a protein that regulates various cellular processes, including cell survival, growth, and metabolism. It plays a role in aging and disease.


MeCP2

Methyl-CpG binding protein 2

Scientific: Biomedical Research
Biotechnology / Neuroscience

MeCP2 is a protein that binds to methylated DNA and regulates gene expression. Mutations in the MeCP2 gene can cause Rett syndrome.


Rett syndrome

A rare genetic disorder that primarily affects females.

Clinical: Healthcare
Medicine / Neurology

Rett syndrome is a neurodevelopmental disorder characterized by progressive loss of motor and language skills. It is caused by mutations in the MeCP2 gene.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:34:34
Rank
Project
Model Name
Folding@Home Identifier
Make
Brand
GPU
Model
PPD
Average
Points WU
Average
WUs Day
Average
WU Time
Average
1 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 2,020,049 126,548 15.96 1 hrs 30 mins
2 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 2,004,922 124,285 16.13 1 hrs 29 mins
3 GeForce RTX 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A]
Nvidia TU106 1,907,105 125,187 15.23 1 hrs 35 mins
4 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 1,767,564 93,783 18.85 1 hrs 16 mins
5 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 1,764,697 103,019 17.13 1 hrs 24 mins
6 GeForce RTX 2070 Mobile
TU106BM [GeForce RTX 2070 Mobile]
Nvidia TU106BM 1,742,556 120,983 14.40 1 hrs 40 mins
7 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,563,023 115,453 13.54 1 hrs 46 mins
8 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,519,506 91,631 16.58 1 hrs 27 mins
9 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,469,429 97,291 15.10 1 hrs 35 mins
10 Radeon 740M/760M/780M
Phoenix [Radeon 740M/760M/780M]
AMD Phoenix 1,407,053 110,746 12.71 1 hrs 53 mins
11 GeForce RTX 3050 8GB
GA107 [GeForce RTX 3050 8GB]
Nvidia GA107 1,334,299 109,421 12.19 1 hrs 58 mins
12 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,147,601 96,229 11.93 2 hrs 1 mins
13 P102-100
GP102 [P102-100]
Nvidia GP102 1,145,970 101,232 11.32 2 hrs 7 mins
14 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 1,125,320 101,979 11.03 2 hrs 10 mins
15 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 1,118,451 73,939 15.13 1 hrs 35 mins
16 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 1,113,866 99,730 11.17 2 hrs 9 mins
17 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,087,440 85,417 12.73 1 hrs 53 mins
18 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,050,877 94,419 11.13 2 hrs 9 mins
19 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,044,118 101,613 10.28 2 hrs 20 mins
20 GeForce RTX 2060 Mobile
TU106M [GeForce RTX 2060 Mobile]
Nvidia TU106M 1,039,247 101,675 10.22 2 hrs 21 mins
21 GeForce GTX Titan X
GM200 [GeForce GTX Titan X] 6144
Nvidia GM200 950,398 97,848 9.71 2 hrs 28 mins
22 Tesla M40
GM200GL [Tesla M40] 6844
Nvidia GM200GL 927,339 97,586 9.50 2 hrs 32 mins
23 GeForce GTX 1660 Mobile
TU116M [GeForce GTX 1660 Mobile]
Nvidia TU116M 924,928 97,325 9.50 2 hrs 32 mins
24 P104-100
GP104 [P104-100]
Nvidia GP104 894,531 95,957 9.32 2 hrs 34 mins
25 Tesla P4
GP104GL [Tesla P4] 5704
Nvidia GP104GL 887,131 96,209 9.22 2 hrs 36 mins
26 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 885,409 63,584 13.93 1 hrs 43 mins
27 GeForce GTX 1060 3GB
GP106 [GeForce GTX 1060 3GB] 3935
Nvidia GP106 879,727 66,963 13.14 1 hrs 50 mins
28 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 843,179 81,899 10.30 2 hrs 20 mins
29 Quadro RTX 5000 Mobile / Max-Q
TU104GLM [Quadro RTX 5000 Mobile / Max-Q]
Nvidia TU104GLM 818,821 65,861 12.43 1 hrs 56 mins
30 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 808,532 80,771 10.01 2 hrs 24 mins
31 Quadro M6000
GM200GL [Quadro M6000]
Nvidia GM200GL 789,863 92,586 8.53 2 hrs 49 mins
32 GeForce RTX 3050 6GB Laptop GPU
GN20-P0-R-K2 [GeForce RTX 3050 6GB Laptop GPU]
Nvidia GN20-P0-R-K2 774,339 92,366 8.38 2 hrs 52 mins
33 P106-100
GP106 [P106-100]
Nvidia GP106 710,699 89,348 7.95 3 hrs 1 mins
34 GeForce RTX 3050 Ti Mobile
GA107M [GeForce RTX 3050 Ti Mobile]
Nvidia GA107M 705,787 53,820 13.11 1 hrs 50 mins
35 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 675,412 66,810 10.11 2 hrs 22 mins
36 GeForce GTX 1060 Mobile
GP106M [GeForce GTX 1060 Mobile]
Nvidia GP106M 629,887 86,144 7.31 3 hrs 17 mins
37 Quadro P4000
GP104GL [Quadro P4000]
Nvidia GP104GL 617,535 85,228 7.25 3 hrs 19 mins
38 TITAN Xp
GP102 [TITAN Xp] 12150
Nvidia GP102 604,786 84,566 7.15 3 hrs 21 mins
39 GeForce GTX 1650 SUPER
TU116 [GeForce GTX 1650 SUPER]
Nvidia TU116 596,677 84,292 7.08 3 hrs 23 mins
40 Quadro T1200 Mobile
TU117GLM [Quadro T1200 Mobile]
Nvidia TU117GLM 586,342 84,090 6.97 3 hrs 27 mins
41 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 547,797 61,670 8.88 2 hrs 42 mins
42 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 547,751 26,048 21.03 1 hrs 8 mins
43 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 475,770 76,668 6.21 3 hrs 52 mins
44 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 468,764 44,309 10.58 2 hrs 16 mins
45 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 446,822 67,870 6.58 3 hrs 39 mins
46 GeForce GTX Titan Black
GK110 [GeForce GTX Titan Black] 5121
Nvidia GK110 428,141 75,600 5.66 4 hrs 14 mins
47 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 427,358 45,850 9.32 2 hrs 34 mins
48 Tesla K40c
GK110 [Tesla K40c] 5046
Nvidia GK110 405,681 74,627 5.44 4 hrs 25 mins
49 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 351,527 61,574 5.71 4 hrs 12 mins
50 Quadro K6000
GK110GL [Quadro K6000]
Nvidia GK110GL 351,408 71,255 4.93 4 hrs 52 mins
51 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 347,776 71,588 4.86 4 hrs 56 mins
52 Tesla K20C
GK110 [Tesla K20C] 3524
Nvidia GK110 334,720 69,729 4.80 4 hrs 60 mins
53 P106-090
GP106 [P106-090]
Nvidia GP106 328,041 69,134 4.75 5 hrs 3 mins
54 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 321,740 69,477 4.63 5 hrs 11 mins
55 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 310,596 66,167 4.69 5 hrs 7 mins
56 Quadro P2200
GP106GL [Quadro P2200]
Nvidia GP106GL 304,280 69,824 4.36 5 hrs 30 mins
57 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 286,267 53,237 5.38 4 hrs 28 mins
58 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 272,005 63,409 4.29 5 hrs 36 mins
59 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 250,351 62,582 4.00 5 hrs 60 mins
60 GeForce GTX 950
GM206 [GeForce GTX 950] 1572
Nvidia GM206 214,545 60,062 3.57 6 hrs 43 mins
61 Quadro M4000
GM204GL [Quadro M4000]
Nvidia GM204GL 203,985 62,848 3.25 7 hrs 24 mins
62 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 147,560 53,019 2.78 8 hrs 37 mins
63 Radeon R9 285/380
Tonga PRO [Radeon R9 285/380]
AMD Tonga PRO 145,307 53,180 2.73 8 hrs 47 mins
64 GeForce GTX 1050 LP
GP107 [GeForce GTX 1050 LP] 1862
Nvidia GP107 142,618 51,700 2.76 8 hrs 42 mins
65 GeForce GTX 750 Ti
GM107 [GeForce GTX 750 Ti] 1389
Nvidia GM107 133,820 51,203 2.61 9 hrs 11 mins
66 RX Vega M GL
Polaris 22 XL [RX Vega M GL]
AMD Polaris 22 XL 129,437 29,046 4.46 5 hrs 23 mins
67 GeForce MX150
GP107M [GeForce MX150]
Nvidia GP107M 109,907 48,068 2.29 10 hrs 30 mins
68 Quadro P600
GP107GL [Quadro P600]
Nvidia GP107GL 89,726 47,422 1.89 12 hrs 41 mins
69 Quadro P1000
GP107GL [Quadro P1000]
Nvidia GP107GL 78,313 34,437 2.27 10 hrs 33 mins
70 Quadro K2200
GM107GL [Quadro K2200]
Nvidia GM107GL 75,924 47,150 1.61 14 hrs 54 mins
71 Radeon RX 460/560D
Baffin [Radeon RX 460/560D]
AMD Baffin 75,011 26,048 2.88 8 hrs 20 mins
72 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 70,547 29,609 2.38 10 hrs 4 mins
73 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 68,390 41,165 1.66 14 hrs 27 mins
74 R9 280X/HD 7900/8970 OEM
Tahiti XT [R9 280X/HD 7900/8970 OEM]
AMD Tahiti XT 54,871 43,664 1.26 19 hrs 6 mins
75 GeForce GTX 660 Ti
GK104 [GeForce GTX 660 Ti] 2634
Nvidia GK104 53,035 26,048 2.04 11 hrs 47 mins
76 Quadro K620
GM107GL [Quadro K620]
Nvidia GM107GL 34,997 37,910 0.92 25 hrs 60 mins
77 GeForce GTX 745
GM107 [GeForce GTX 745] 793
Nvidia GM107 32,070 36,926 0.87 27 hrs 38 mins
78 GeForce GT 730
GK208B [GeForce GT 730] 692.7
Nvidia GK208B 24,775 26,048 0.95 25 hrs 14 mins
79 GeForce GT 710
GK208B [GeForce GT 710] 366
Nvidia GK208B 13,325 26,048 0.51 46 hrs 55 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:34:34
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make