RESEARCH: CANCER
FOLDING PROJECT #18452 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 52,457
Core: 0x22
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

This project studies how changes in protein shape affect their function. They're using computer simulations to understand how mutations impact folding, starting with small proteins and moving on to MeCP2, a protein linked to Rett syndrome. Accurate protein folding models could lead to better treatments for diseases like 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

Large biomolecule essential for life processes.

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Structural Biology

Proteins are complex molecules that perform many vital functions in living organisms. They are made up of chains of amino acids and fold into specific shapes that determine their function. Proteins are involved in a wide range of processes, including catalyzing reactions, transporting molecules, providing structural support, and regulating cellular processes.


fold

The three-dimensional shape of a protein.

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Structural Biology

The 'fold' refers to the unique three-dimensional shape that a protein takes on. This shape is crucial for the protein's function because it determines how it interacts with other molecules. The process by which a protein folds into its correct shape is called protein folding.


mutation

A change in the DNA sequence.

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Genetics

A mutation is a permanent alteration in the DNA sequence of an organism. Mutations can be caused by factors such as errors during DNA replication, exposure to radiation, or certain chemicals. Some mutations have no effect on the organism, while others can lead to changes in protein structure and function.


transcription factor

A protein that binds to DNA and regulates gene expression.

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Genetics

Transcription factors are proteins that play a crucial role in controlling which genes are turned on or off. They bind to specific regions of DNA called promoters and enhancers, influencing the rate of transcription (the process of making RNA from DNA). This regulation is essential for cellular differentiation, development, and response to environmental signals.


MeCP2

Methyl CpG binding protein 2

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Neurobiology

MeCP2 is a protein that binds to methylated DNA. It plays a role in gene regulation and is particularly important for brain development and function. Mutations in the MeCP2 gene can lead to Rett syndrome, a neurodevelopmental disorder characterized by intellectual disability, autism spectrum disorder, and other neurological symptoms.


Rett syndrome

A rare neurodevelopmental disorder.

Medical: Pharmaceuticals, Biotechnology
Biotechnology / Neurology

Rett syndrome is a rare genetic disorder that primarily affects females. It is characterized by a period of normal development followed by regression in skills such as language, motor function, and social interaction. Other symptoms include seizures, breathing irregularities, and scoliosis. Rett syndrome is caused by mutations in the MeCP2 gene.


MBD

Methyl-binding domain

Scientific: Pharmaceuticals, Biotechnology
Biotechnology / Structural Biology

The MBD is a protein domain that specifically binds to methylated DNA. It plays a role in regulating gene expression and is found in various proteins involved in chromatin remodeling and transcriptional repression.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:28:55
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 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A]
Nvidia TU106 2,890,175 175,383 16.48 1 hrs 27 mins
2 TITAN X
GP102 [TITAN X] 6144
Nvidia GP102 2,099,746 152,300 13.79 1 hrs 44 mins
3 GeForce RTX 2070 Mobile
TU106BM [GeForce RTX 2070 Mobile]
Nvidia TU106BM 1,982,711 152,502 13.00 1 hrs 51 mins
4 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 1,937,892 152,858 12.68 1 hrs 54 mins
5 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 1,922,006 155,891 12.33 1 hrs 57 mins
6 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 1,850,490 146,860 12.60 1 hrs 54 mins
7 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 1,770,860 147,618 12.00 2 hrs 0 mins
8 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 1,746,348 145,011 12.04 1 hrs 60 mins
9 Tesla P100 16GB
GP100GL [Tesla P100 16GB] 9340
Nvidia GP100GL 1,558,834 143,251 10.88 2 hrs 12 mins
10 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,542,146 139,700 11.04 2 hrs 10 mins
11 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,386,225 134,821 10.28 2 hrs 20 mins
12 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,252,153 133,919 9.35 2 hrs 34 mins
13 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 1,242,751 132,083 9.41 2 hrs 33 mins
14 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 1,219,875 128,942 9.46 2 hrs 32 mins
15 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,213,761 128,658 9.43 2 hrs 33 mins
16 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,175,313 130,947 8.98 2 hrs 40 mins
17 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,101,242 119,288 9.23 2 hrs 36 mins
18 Quadro M6000
GM200GL [Quadro M6000]
Nvidia GM200GL 1,093,161 127,208 8.59 2 hrs 48 mins
19 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 1,078,259 125,727 8.58 2 hrs 48 mins
20 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 980,316 118,059 8.30 2 hrs 53 mins
21 P104-100
GP104 [P104-100]
Nvidia GP104 946,805 121,530 7.79 3 hrs 5 mins
22 Tesla M40
GM200GL [Tesla M40] 6844
Nvidia GM200GL 929,424 120,817 7.69 3 hrs 7 mins
23 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 811,892 115,072 7.06 3 hrs 24 mins
24 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 807,422 113,014 7.14 3 hrs 22 mins
25 Tesla P4
GP104GL [Tesla P4] 5704
Nvidia GP104GL 806,781 115,739 6.97 3 hrs 27 mins
26 Quadro P4000
GP104GL [Quadro P4000]
Nvidia GP104GL 775,180 113,388 6.84 3 hrs 31 mins
27 TITAN Xp
GP102 [TITAN Xp] 12150
Nvidia GP102 680,890 104,706 6.50 3 hrs 41 mins
28 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 675,764 108,670 6.22 3 hrs 52 mins
29 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 652,388 107,639 6.06 3 hrs 58 mins
30 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 643,409 107,568 5.98 4 hrs 1 mins
31 GeForce GTX 1650 SUPER
TU116 [GeForce GTX 1650 SUPER]
Nvidia TU116 607,417 105,440 5.76 4 hrs 10 mins
32 GeForce RTX 2060 Mobile
TU106M [GeForce RTX 2060 Mobile]
Nvidia TU106M 578,287 106,084 5.45 4 hrs 24 mins
33 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 555,519 98,537 5.64 4 hrs 15 mins
34 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 477,024 97,383 4.90 4 hrs 54 mins
35 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 402,113 91,970 4.37 5 hrs 29 mins
36 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 400,081 94,011 4.26 5 hrs 38 mins
37 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 399,657 89,290 4.48 5 hrs 22 mins
38 Tesla K40c
GK110 [Tesla K40c] 5046
Nvidia GK110 399,549 93,587 4.27 5 hrs 37 mins
39 GeForce GTX 1650
TU117 [GeForce GTX 1650] 3091
Nvidia TU117 389,464 90,760 4.29 5 hrs 36 mins
40 GeForce GTX 1060 Mobile
GP106M [GeForce GTX 1060 Mobile]
Nvidia GP106M 376,129 89,206 4.22 5 hrs 42 mins
41 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 370,434 93,727 3.95 6 hrs 4 mins
42 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 360,900 88,267 4.09 5 hrs 52 mins
43 GeForce GTX 1060 3GB
GP106 [GeForce GTX 1060 3GB] 3935
Nvidia GP106 343,749 90,984 3.78 6 hrs 21 mins
44 P106-090
GP106 [P106-090]
Nvidia GP106 316,528 84,751 3.73 6 hrs 26 mins
45 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 311,076 85,707 3.63 6 hrs 37 mins
46 Quadro P2200
GP106GL [Quadro P2200]
Nvidia GP106GL 306,907 86,700 3.54 6 hrs 47 mins
47 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 278,075 80,894 3.44 6 hrs 59 mins
48 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 253,009 76,963 3.29 7 hrs 18 mins
49 GeForce GTX 950
GM206 [GeForce GTX 950] 1572
Nvidia GM206 219,412 74,409 2.95 8 hrs 8 mins
50 GeForce GTX 1050 LP
GP107 [GeForce GTX 1050 LP] 1862
Nvidia GP107 177,168 70,188 2.52 9 hrs 30 mins
51 Quadro P1000
GP107GL [Quadro P1000]
Nvidia GP107GL 175,029 69,100 2.53 9 hrs 29 mins
52 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 165,810 69,526 2.38 10 hrs 4 mins
53 Tesla K40m
GK110 [Tesla K40m] 5046
Nvidia GK110 155,860 71,973 2.17 11 hrs 5 mins
54 Radeon R9 285/380
Tonga PRO [Radeon R9 285/380]
AMD Tonga PRO 149,750 66,264 2.26 10 hrs 37 mins
55 GeForce GTX 750 Ti
GM107 [GeForce GTX 750 Ti] 1389
Nvidia GM107 125,625 65,439 1.92 12 hrs 30 mins
56 RX Vega M GL
Polaris 22 XL [RX Vega M GL]
AMD Polaris 22 XL 120,164 59,352 2.02 11 hrs 51 mins
57 GeForce MX450
TU117M [GeForce MX450]
Nvidia TU117M 109,643 56,136 1.95 12 hrs 17 mins
58 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 101,323 57,749 1.75 13 hrs 41 mins
59 Quadro K2200
GM107GL [Quadro K2200]
Nvidia GM107GL 83,403 59,964 1.39 17 hrs 15 mins
60 R9 280X/HD 7900/8970 OEM
Tahiti XT [R9 280X/HD 7900/8970 OEM]
AMD Tahiti XT 67,022 57,431 1.17 20 hrs 34 mins
61 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 57,402 47,776 1.20 19 hrs 59 mins
62 GeForce GTX 745
GM107 [GeForce GTX 745] 793
Nvidia GM107 35,375 46,063 0.77 31 hrs 15 mins
63 Quadro K620
GM107GL [Quadro K620]
Nvidia GM107GL 32,826 45,481 0.72 33 hrs 15 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:28:55
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make