RESEARCH: CANCER
FOLDING PROJECT #12433 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 37,048
Core: 0x22
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

The project relates to understanding how proteins fold into their correct shapes. This is important because a protein's shape determines its function. Researchers are using computer simulations to study how changes in a protein's code affect its folding. They're focusing on mini-proteins and MeCP2, a protein linked to Rett syndrome, a serious neurological disorder.

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: pharmaceuticals
biotechnology / structural biology

Proteins are essential molecules in living organisms that perform a wide range of functions, including catalyzing biochemical reactions, transporting molecules, providing structural support, and regulating cellular processes.


fold

The three-dimensional shape of a protein.

scientific: pharmaceuticals
biotechnology / structural biology

The fold of a protein is crucial for its function. The specific arrangement of amino acids determines how the protein interacts with other molecules and performs its role.


mutation

A permanent change in the DNA sequence.

scientific: pharmaceuticals
biotechnology / genetics

Mutations can alter protein structure and function. Some mutations are harmless, while others can lead to disease.


transcription factor

A protein that binds to DNA and regulates gene expression.

scientific: pharmaceuticals
biotechnology / molecular biology

Transcription factors play a critical role in controlling which genes are turned on or off. They can activate or repress the transcription of DNA into RNA.


FOXO1

Forkhead box O1 transcription factor.

scientific: pharmaceuticals
biotechnology / molecular biology

FOXO1 is a transcription factor involved in various cellular processes, including cell growth, differentiation, and survival. Mutations in FOXO1 can contribute to the development of diseases such as cancer.


MeCP2

Methyl-CpG-binding protein 2.

scientific: pharmaceuticals
biotechnology / neurobiology

MeCP2 is a protein that binds to methylated DNA. It plays a role in regulating gene expression and is essential for normal brain development. Mutations in MeCP2 can cause Rett syndrome.


Rett syndrome

A rare genetic neurological disorder.

medical: pharmaceuticals
healthcare / neurology

Rett syndrome primarily affects girls and is characterized by developmental regression, intellectual disability, and communication difficulties. It is caused by mutations in the MeCP2 gene.


MBD

Methyl-binding domain.

scientific: pharmaceuticals
biotechnology / structural biology

The MBD is a region within the MeCP2 protein that binds to methylated DNA. It plays a crucial role in regulating gene expression.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:34:33
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 2060 12GB
TU106 [GeForce RTX 2060 12GB]
Nvidia TU106 2,060,972 114,117 18.06 1 hrs 20 mins
2 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 2,020,947 113,442 17.81 1 hrs 21 mins
3 GeForce RTX 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A]
Nvidia TU106 2,015,583 112,599 17.90 1 hrs 20 mins
4 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 1,882,054 107,145 17.57 1 hrs 22 mins
5 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 1,756,447 76,426 22.98 1 hrs 3 mins
6 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 1,751,850 93,605 18.72 1 hrs 17 mins
7 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,630,297 103,154 15.80 1 hrs 31 mins
8 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,565,815 78,693 19.90 1 hrs 12 mins
9 GeForce RTX 2070 Mobile
TU106BM [GeForce RTX 2070 Mobile]
Nvidia TU106BM 1,540,378 102,743 14.99 1 hrs 36 mins
10 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,428,477 81,551 17.52 1 hrs 22 mins
11 GeForce RTX 3050 8GB
GA107 [GeForce RTX 3050 8GB]
Nvidia GA107 1,392,040 99,810 13.95 1 hrs 43 mins
12 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 1,259,993 96,527 13.05 1 hrs 50 mins
13 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,230,537 95,153 12.93 1 hrs 51 mins
14 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,176,631 87,633 13.43 1 hrs 47 mins
15 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,076,857 91,836 11.73 2 hrs 3 mins
16 P102-100
GP102 [P102-100]
Nvidia GP102 1,074,883 86,471 12.43 1 hrs 56 mins
17 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,061,990 86,214 12.32 1 hrs 57 mins
18 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 1,041,967 70,734 14.73 1 hrs 38 mins
19 Tesla P4
GP104GL [Tesla P4] 5704
Nvidia GP104GL 1,020,693 90,263 11.31 2 hrs 7 mins
20 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 1,014,592 89,261 11.37 2 hrs 7 mins
21 P104-100
GP104 [P104-100]
Nvidia GP104 954,516 88,259 10.81 2 hrs 13 mins
22 GeForce GTX 1660 Mobile
TU116M [GeForce GTX 1660 Mobile]
Nvidia TU116M 953,078 73,249 13.01 1 hrs 51 mins
23 Tesla M40
GM200GL [Tesla M40] 6844
Nvidia GM200GL 938,550 87,739 10.70 2 hrs 15 mins
24 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 933,706 84,674 11.03 2 hrs 11 mins
25 Radeon 740M/760M/780M
Phoenix [Radeon 740M/760M/780M]
AMD Phoenix 878,209 83,284 10.54 2 hrs 17 mins
26 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 863,656 70,585 12.24 1 hrs 58 mins
27 GeForce RTX 3050 6GB
GA107 [GeForce RTX 3050 6GB]
Nvidia GA107 844,796 22,126 38.18 0 hrs 38 mins
28 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 821,842 66,190 12.42 1 hrs 56 mins
29 Quadro M6000
GM200GL [Quadro M6000]
Nvidia GM200GL 817,119 84,027 9.72 2 hrs 28 mins
30 GeForce RTX 3050 Ti Mobile
GA107M [GeForce RTX 3050 Ti Mobile]
Nvidia GA107M 802,291 83,335 9.63 2 hrs 30 mins
31 GeForce GTX 1060 Mobile
GP106M [GeForce GTX 1060 Mobile]
Nvidia GP106M 762,387 82,194 9.28 2 hrs 35 mins
32 P106-100
GP106 [P106-100]
Nvidia GP106 762,229 81,971 9.30 2 hrs 35 mins
33 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 698,086 22,126 31.55 0 hrs 46 mins
34 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 693,539 61,212 11.33 2 hrs 7 mins
35 GeForce GTX 1060 3GB
GP106 [GeForce GTX 1060 3GB] 3935
Nvidia GP106 650,111 46,268 14.05 1 hrs 42 mins
36 GeForce GTX 1650 SUPER
TU116 [GeForce GTX 1650 SUPER]
Nvidia TU116 644,890 77,014 8.37 2 hrs 52 mins
37 Quadro P4000 Mobile
GP104GLM [Quadro P4000 Mobile]
Nvidia GP104GLM 631,134 77,034 8.19 2 hrs 56 mins
38 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 617,568 56,162 11.00 2 hrs 11 mins
39 Quadro P4000
GP104GL [Quadro P4000]
Nvidia GP104GL 581,621 74,931 7.76 3 hrs 6 mins
40 TITAN Xp
GP102 [TITAN Xp] 12150
Nvidia GP102 577,636 73,920 7.81 3 hrs 4 mins
41 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 472,406 26,501 17.83 1 hrs 21 mins
42 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 461,076 66,002 6.99 3 hrs 26 mins
43 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 431,240 67,884 6.35 3 hrs 47 mins
44 Tesla K40c
GK110 [Tesla K40c] 5046
Nvidia GK110 407,091 66,807 6.09 3 hrs 56 mins
45 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 405,097 54,314 7.46 3 hrs 13 mins
46 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 402,347 52,608 7.65 3 hrs 8 mins
47 GeForce GTX Titan Black
GK110 [GeForce GTX Titan Black] 5121
Nvidia GK110 390,111 66,471 5.87 4 hrs 5 mins
48 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 387,170 59,985 6.45 3 hrs 43 mins
49 Quadro K6000
GK110GL [Quadro K6000]
Nvidia GK110GL 374,499 64,973 5.76 4 hrs 10 mins
50 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 354,169 61,633 5.75 4 hrs 11 mins
51 P106-090
GP106 [P106-090]
Nvidia GP106 338,823 63,800 5.31 4 hrs 31 mins
52 Quadro P2200
GP106GL [Quadro P2200]
Nvidia GP106GL 333,473 63,685 5.24 4 hrs 35 mins
53 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 304,475 54,077 5.63 4 hrs 16 mins
54 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 283,661 58,906 4.82 4 hrs 59 mins
55 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 258,829 48,717 5.31 4 hrs 31 mins
56 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 242,753 56,250 4.32 5 hrs 34 mins
57 GeForce GTX 1050 3 GB Max-Q
GP107M [GeForce GTX 1050 3 GB Max-Q]
Nvidia GP107M 236,181 53,735 4.40 5 hrs 28 mins
58 GeForce GTX 950
GM206 [GeForce GTX 950] 1572
Nvidia GM206 222,867 54,525 4.09 5 hrs 52 mins
59 Quadro M4000
GM204GL [Quadro M4000]
Nvidia GM204GL 208,074 55,176 3.77 6 hrs 22 mins
60 GeForce GTX 1050 LP
GP107 [GeForce GTX 1050 LP] 1862
Nvidia GP107 192,988 46,072 4.19 5 hrs 44 mins
61 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 155,960 48,328 3.23 7 hrs 26 mins
62 Radeon R9 285/380
Tonga PRO [Radeon R9 285/380]
AMD Tonga PRO 147,826 47,697 3.10 7 hrs 45 mins
63 GeForce GTX 750 Ti
GM107 [GeForce GTX 750 Ti] 1389
Nvidia GM107 140,070 46,734 3.00 8 hrs 0 mins
64 RX Vega M GL
Polaris 22 XL [RX Vega M GL]
AMD Polaris 22 XL 126,449 29,247 4.32 5 hrs 33 mins
65 Quadro P1000
GP107GL [Quadro P1000]
Nvidia GP107GL 121,300 39,039 3.11 7 hrs 43 mins
66 GeForce MX150
GP107M [GeForce MX150]
Nvidia GP107M 119,413 44,231 2.70 8 hrs 53 mins
67 Quadro K2200
GM107GL [Quadro K2200]
Nvidia GM107GL 92,171 43,020 2.14 11 hrs 12 mins
68 GeForce GTX 670/GTX 760Ti OEM
GK104 [GeForce GTX 670/GTX 760Ti OEM] 2634
Nvidia GK104 86,858 22,126 3.93 6 hrs 7 mins
69 R9 280X/HD 7900/8970 OEM
Tahiti XT [R9 280X/HD 7900/8970 OEM]
AMD Tahiti XT 84,056 43,058 1.95 12 hrs 18 mins
70 Radeon RX 460/560D
Baffin [Radeon RX 460/560D]
AMD Baffin 80,971 22,681 3.57 6 hrs 43 mins
71 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 77,256 38,249 2.02 11 hrs 53 mins
72 GeForce GTX 760
GK104 [GeForce GTX 760] 2258
Nvidia GK104 75,489 38,300 1.97 12 hrs 11 mins
73 Quadro P600
GP107GL [Quadro P600]
Nvidia GP107GL 74,982 43,254 1.73 13 hrs 51 mins
74 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 63,409 24,683 2.57 9 hrs 21 mins
75 GeForce GTX 660 Ti
GK104 [GeForce GTX 660 Ti] 2634
Nvidia GK104 58,889 22,126 2.66 9 hrs 1 mins
76 Quadro K620
GM107GL [Quadro K620]
Nvidia GM107GL 46,289 34,314 1.35 17 hrs 47 mins
77 GeForce GTX 660
GK106 [GeForce GTX 660]
Nvidia GK106 42,773 33,911 1.26 19 hrs 2 mins
78 GeForce GTX 745
GM107 [GeForce GTX 745] 793
Nvidia GM107 36,268 33,933 1.07 22 hrs 27 mins
79 GeForce GT 730
GK208B [GeForce GT 730] 692.7
Nvidia GK208B 15,515 22,126 0.70 34 hrs 14 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:34:33
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 CORE I7-8705G CPU @ 3.10GHZ 8 Intel