Research section Research projects and references

Research: ALZHEIMERS Folding Project #18257

Project #18257 overview

Project Summary AI Beta

Alzheimer's disease is linked to abnormal tau protein clumps in the brain. Scientists are using computer simulations to study how tau behaves, aiming to find better treatments for Alzheimer's and other neurodegenerative diseases. They are testing different simulation methods to accurately represent tau's flexibility and interactions with water.
Automated summary; simplified and may not be fully accurate.

Project team

Manager(s)
Justin Miller
Institution
University of Pennsylvania

Work unit

Atoms
1,224,788
Core
0x27
Status
Public
Source material

Official Project Description

Alzheimer's disease is a significant cause of death and memory loss and there are no effective treatments to halt or reverse disease progression.

One of the late hallmarks and primary biomarkers of Alzheimer's disease is the presence of neurofibrillary tangles, intracellular aggregates of the tau protein.

When behaving properly, tau interacts with microtubules- a critical portion of the cytoskeleton of cells- to help regulate their growth and stability.

However, tau misbehavior and aggregation is also closely linked to Alzheimer's disease among many other neurodegenerative diseases. Studying tau experimentally has been difficult as it is an Intrinsically Disordered Protein (IDP).

As such, traditional structural biology approaches are unable to capture the conformational states of tau in atomistic detail.

Recently, our collaborators have utilized single molecule FRET experiments to experimentally characterize tau by measuring the pairwise distance between different regions.

While simulations of tau could provide atomistic detail of the tau conformational ensemble, historically simulations of IDPs have been challenging as force fields (the parameters which govern the underlying physics of a simulation) and their accompyning models of waters have favored well-folded proteins.

In this project series we embark on an effort to characterize which force field and water models most accurately recapitulate tau experimental results.

We believe these findings will be broadly applicable to all researchers studying intrinsically disordered proteins, and aspire to keep performing these benchmarking simulations as new force field and waters are released.

We also expect these simulations to yield useful information about the tau conformational ensemble. N.B.

because tau is an intrinsically disordered protein, it can fully unfold and refold quite rapidly.

To ensure the protein remains in water the entire simulation, we have included a large number of waters in the system.

As a result these simulations are a good deal more RAM intensive than prior FAH simulations.

Accordingly, we have implemented a minimum system memory requirement of 8000 MiB to run these simulations.

p18251 - amber99sb-disp with tip4pd water p18255- amber14sb with tip3p water p18256- amber03 with tip3p water p18257- amber19sb with opc water p18258- amber19sb with opc3 water p18259 - amber19sb with opc3 pol water p18260- amber99sb-star-ILDN with tip4pd water p18261- charmm36m with tip3p water.

Performance data

Hardware Performance for Project 18257

Compare community-sampled Folding@Home output for the GPUs and CPUs processing this project.

Data as of Wednesday, 04 November 2026 07:39:54

GPU PPD Averages

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 5090
GB202 [GeForce RTX 5090]
Nvidia GB202 28,930,083 60,000 482.17 0 hrs 3 mins
2 GeForce RTX 4090
AD102 [GeForce RTX 4090]
Nvidia AD102 26,429,316 358,701 73.68 0 hrs 20 mins
3 GeForce RTX 5080
GB203 [GeForce RTX 5080]
Nvidia GB203 19,658,720 129,563 151.73 0 hrs 9 mins
4 GeForce RTX 4080 SUPER
AD103 [GeForce RTX 4080 SUPER]
Nvidia AD103 15,714,969 370,896 42.37 0 hrs 34 mins
5 GeForce RTX 4080
AD103 [GeForce RTX 4080]
Nvidia AD103 15,407,628 576,101 26.74 0 hrs 54 mins
6 GeForce RTX 5070 Ti
GB203 [GeForce RTX 5070 Ti]
Nvidia GB203 14,724,006 60,000 245.40 0 hrs 6 mins
7 GeForce RTX 4070 Ti SUPER
AD103 [GeForce RTX 4070 Ti SUPER]
Nvidia AD103 12,602,587 349,159 36.09 0 hrs 40 mins
8 GeForce RTX 5070
GB205 [GeForce RTX 5070]
Nvidia GB205 11,026,584 197,549 55.82 0 hrs 26 mins
9 RTX PRO 4000 Blackwell
GB203GL [RTX PRO 4000 Blackwell]
Unknown GB203GL 10,669,497 60,000 177.82 0 hrs 8 mins
10 Radeon RX 6800(XT)/6900XT
Navi 21 [Radeon RX 6800(XT)/6900XT]
AMD Navi 21 10,283,173 308,089 33.38 0 hrs 43 mins
11 GeForce RTX 4070 Ti
AD104 [GeForce RTX 4070 Ti]
Nvidia AD104 9,608,699 186,408 51.55 0 hrs 28 mins
12 GeForce RTX 4070 SUPER
AD104 [GeForce RTX 4070 SUPER]
Nvidia AD104 9,209,426 60,000 153.49 0 hrs 9 mins
13 GeForce RTX 3080 Ti
GA102 [GeForce RTX 3080 Ti]
Nvidia GA102 8,432,563 479,906 17.57 1 hrs 22 mins
14 Radeon RX 7900XT/XTX/GRE
Navi 31 [Radeon RX 7900XT/XTX/GRE]
AMD Navi 31 8,279,525 171,041 48.41 0 hrs 30 mins
15 GeForce RTX 3090
GA102 [GeForce RTX 3090]
Nvidia GA102 7,949,311 364,439 21.81 1 hrs 6 mins
16 RTX 4000 Ada Generation
AD104GL [RTX 4000 Ada Generation]
Nvidia AD104GL 6,793,356 60,000 113.22 0 hrs 13 mins
17 GeForce RTX 3080 Lite Hash Rate
GA102 [GeForce RTX 3080 Lite Hash Rate]
Nvidia GA102 6,624,507 340,678 19.45 1 hrs 14 mins
18 Radeon RX 6950 XT
Navi 21 [Radeon RX 6950 XT]
AMD Navi 21 6,544,162 69,661 93.94 0 hrs 15 mins
19 GeForce RTX 3070 Ti
GA104 [GeForce RTX 3070 Ti]
Nvidia GA104 5,826,103 213,071 27.34 0 hrs 53 mins
20 Radeon RX 9070(XT)
Navi 48 [Radeon RX 9070(XT)]
AMD Navi 48 5,526,440 156,425 35.33 0 hrs 41 mins
21 GeForce RTX 3080
GA102 [GeForce RTX 3080]
Nvidia GA102 5,488,744 321,849 17.05 1 hrs 24 mins
22 GeForce RTX 5060
GB206 [GeForce RTX 5060]
Nvidia GB206 5,379,224 60,000 89.65 0 hrs 16 mins
23 GeForce RTX 4080 Max-Q / Mobile
AD104M [GeForce RTX 4080 Max-Q / Mobile]
Nvidia AD104M 5,352,771 405,186 13.21 1 hrs 49 mins
24 GeForce RTX 2080 Ti Rev. A
TU102 [GeForce RTX 2080 Ti Rev. A] M 13448
Nvidia TU102 4,849,404 144,831 33.48 0 hrs 43 mins
25 GeForce RTX 3070 Lite Hash Rate
GA104 [GeForce RTX 3070 Lite Hash Rate]
Nvidia GA104 4,848,872 359,757 13.48 1 hrs 47 mins
26 GeForce RTX 2080 Ti
TU102 [GeForce RTX 2080 Ti] M 13448
Nvidia TU102 4,476,732 389,149 11.50 2 hrs 5 mins
27 GeForce RTX 4060 Ti
AD106 [GeForce RTX 4060 Ti]
Nvidia AD106 4,153,411 344,452 12.06 1 hrs 59 mins
28 GeForce RTX 4070
AD104 [GeForce RTX 4070]
Nvidia AD104 4,125,683 347,677 11.87 2 hrs 1 mins
29 GeForce RTX 3070
GA104 [GeForce RTX 3070]
Nvidia GA104 4,080,072 162,621 25.09 0 hrs 57 mins
30 GeForce RTX 5060 Ti
GB206 [GeForce RTX 5060 Ti]
Nvidia GB206 3,891,532 97,917 39.74 0 hrs 36 mins
31 GeForce RTX 3060 Ti Lite Hash Rate
GA104 [GeForce RTX 3060 Ti Lite Hash Rate]
Nvidia GA104 3,471,611 314,147 11.05 2 hrs 10 mins
32 RTX 4000 SFF Ada Generation
AD104GL [RTX 4000 SFF Ada Generation]
Nvidia AD104GL 3,059,365 60,000 50.99 0 hrs 28 mins
33 Radeon RX 6700(XT)/6800M
Navi 22 XT-XL [Radeon RX 6700(XT)/6800M]
AMD Navi 22 XT-XL 2,973,744 60,000 49.56 0 hrs 29 mins
34 GeForce RTX 4060
AD107 [GeForce RTX 4060]
Nvidia AD107 2,845,886 244,293 11.65 2 hrs 4 mins
35 GeForce RTX 3060 Ti
GA104 [GeForce RTX 3060 Ti]
Nvidia GA104 2,801,490 146,006 19.19 1 hrs 15 mins
36 GeForce RTX 3060 Lite Hash Rate
GA106 [GeForce RTX 3060 Lite Hash Rate]
Nvidia GA106 2,795,404 307,578 9.09 2 hrs 38 mins
37 GeForce RTX 2080 Super
TU104 [GeForce RTX 2080 SUPER]
Nvidia TU104 2,732,326 206,483 13.23 1 hrs 49 mins
38 GeForce RTX 2080 Rev. A
TU104 [GeForce RTX 2080 Rev. A] 10068
Nvidia TU104 2,659,838 60,000 44.33 0 hrs 32 mins
39 GeForce RTX 4070 Max-Q / Mobile
AD106M [GeForce RTX 4070 Max-Q / Mobile]
Nvidia AD106M 2,481,063 60,000 41.35 0 hrs 35 mins
40 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 2,438,186 318,492 7.66 3 hrs 8 mins
41 GeForce RTX 2070 SUPER
TU104 [GeForce RTX 2070 SUPER] 8218
Nvidia TU104 2,182,870 60,000 36.38 0 hrs 40 mins
42 Radeon RX 6650XT
Navi 23 [Radeon RX 6650XT]
AMD Navi 23 1,827,426 288,029 6.34 3 hrs 47 mins
43 Radeon RX 6600(XT/M)
Navi 23 XT-XL [Radeon RX 6600(XT/M)]
AMD Navi 23 XT-XL 1,764,656 271,082 6.51 3 hrs 41 mins
44 Radeon RX 9060(XT)
Navi 44 [Radeon RX 9060(XT)]
AMD Navi 44 1,210,704 206,552 5.86 4 hrs 6 mins
45 Radeon PRO W6400
Navi 24 [Radeon PRO W6400]
AMD Navi 24 442,132 60,000 7.37 3 hrs 15 mins