RESEARCH: BIOFILM
FOLDING PROJECT #12434 PROFILE

PROJECT TEAM

Manager(s): Prof. Vincent Voelz
Institution: Temple University

WORK UNIT INFO

Atoms: 35,739
Core: 0x22
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

Bacteria often form protective communities called biofilms. A protein called LapD stops another protein (LapG) from breaking down a biofilm-building molecule. Scientists designed mini-proteins that mimic LapD to disrupt biofilm formation. They're using computer simulations to understand how these mini-proteins work and how to make them even better at stopping biofilms.

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

OFFICAL PROJECT DESCRIPTION

Biofilms are aggregations of bacteria that occur in response to external stresses.

They are found in natural, industrial, and clinical environments, where they can be an impediment to effective antibiotic treatments.

In Pseudomonas fluorescens, this process is initiated by the Lap system, particularly the LapA adhesin.

LapG, a periplasmic protease, cleaves the N-terminus of LapA, releasing it from its adherent surface and inhibiting the ability to form a biofilm.

LapG’s ability to cleave LapA is prevented by LapD, which keeps the protease away from the cell surface through a unique protein-protein interaction (PPI) interface involving a highly conserved tryptophan of LapD. In an effort to develop molecules that can disrupt biofilm formation, the Bahl lab at the Institute for Protein Innovation has de novo designed high-affinity mini-proteins that mimic LapD and bind LapG.

In this collaborative project, the Voelz lab is using ab initio binding simulations of these mini-proteins to understand the binding mechanism, and investigate how sequence variability influences the binding reaction.

RELATED TERMS GLOSSARY AI BETA

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

Biofilms

Structured communities of bacteria encased in a self-produced matrix.

Technical: Healthcare
Medicine / Infectious Diseases

Biofilms are groups of bacteria that stick together and form a protective layer. They can be found everywhere, from your teeth to industrial pipes. Biofilms make it harder for antibiotics to work because the bacteria inside are protected by the matrix.


Pseudomonas fluorescens

A common type of bacterium found in soil and water.

Scientific: Research
Medicine / Microbiology

Pseudomonas fluorescens is a type of bacteria often found in the environment. Some strains can be helpful, while others can cause infections. This bacterium plays a role in the formation of biofilms.


Lap system

A group of proteins involved in biofilm formation in Pseudomonas fluorescens.

Scientific: Research
Medicine / Microbiology

The Lap system is a set of proteins that bacteria use to build their protective communities called biofilms. In Pseudomonas fluorescens, the Lap system helps create the structure and strength of the biofilm.


LapA

An adhesin protein involved in biofilm formation.

Scientific: Research
Medicine / Microbiology

LapA is a protein that helps bacteria stick together to build biofilms. It's like the glue that holds the biofilm structure together.


LapG

A protease enzyme that cleaves LapA.

Scientific: Research
Medicine / Microbiology

LapG is an enzyme that cuts apart LapA. This cutting action can prevent the formation of a strong biofilm.


LapD

A protein that inhibits LapG activity.

Scientific: Research
Medicine / Microbiology

LapD is a protein that stops LapG from working. It does this by keeping the two proteins apart so they can't interact.


PPI

Protein-protein interaction.

Technical: Research
Biotechnology / Protein Interaction

PPI stands for protein-protein interaction. It describes how proteins interact with each other to carry out their functions.


Mini-proteins

Small, engineered proteins with specific functions.

Technical: Research
Biotechnology / Protein Engineering

Mini-proteins are tiny versions of proteins designed to do a particular job. Scientists can create these mini-proteins to target specific molecules or processes.


Ab initio binding simulations

Computer simulations of protein-protein interactions.

Technical: Research
Biotechnology / Computational Biology

Ab initio binding simulations use computers to predict how proteins will interact with each other. This helps researchers understand how molecules bind and function.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Tuesday, 14 April 2026 06:34:32
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 1,944,026 111,388 17.45 1 hrs 23 mins
2 Quadro RTX 4000
TU104GL [Quadro RTX 4000]
Nvidia TU104GL 1,940,917 112,984 17.18 1 hrs 24 mins
3 GeForce RTX 2070
TU106 [GeForce RTX 2070]
Nvidia TU106 1,921,718 107,646 17.85 1 hrs 21 mins
4 GeForce RTX 2070 Rev. A
TU106 [GeForce RTX 2070 Rev. A]
Nvidia TU106 1,781,157 111,165 16.02 1 hrs 30 mins
5 GeForce RTX 2060 Super
TU106 [GeForce RTX 2060 SUPER]
Nvidia TU106 1,751,656 85,844 20.41 1 hrs 11 mins
6 GeForce GTX 1080 Ti
GP102 [GeForce GTX 1080 Ti] 11380
Nvidia GP102 1,732,438 79,621 21.76 1 hrs 6 mins
7 GeForce RTX 2070 Mobile
TU106BM [GeForce RTX 2070 Mobile]
Nvidia TU106BM 1,590,924 101,992 15.60 1 hrs 32 mins
8 GeForce RTX 3060 Mobile / Max-Q
GA106M [GeForce RTX 3060 Mobile / Max-Q]
Nvidia GA106M 1,588,922 68,838 23.08 1 hrs 2 mins
9 GeForce RTX 2070 Mobile / Max-Q Refresh
TU106M [GeForce RTX 2070 Mobile / Max-Q Refresh]
Nvidia TU106M 1,574,328 104,230 15.10 1 hrs 35 mins
10 GeForce RTX 2060
TU104 [GeForce RTX 2060]
Nvidia TU104 1,425,006 99,898 14.26 1 hrs 41 mins
11 Quadro RTX 5000 Mobile / Max-Q
TU104GLM [Quadro RTX 5000 Mobile / Max-Q]
Nvidia TU104GLM 1,410,996 100,398 14.05 1 hrs 42 mins
12 GeForce RTX 2060
TU106 [Geforce RTX 2060]
Nvidia TU106 1,352,718 94,623 14.30 1 hrs 41 mins
13 GeForce GTX 1660 Ti
TU116 [GeForce GTX 1660 Ti]
Nvidia TU116 1,196,002 94,809 12.61 1 hrs 54 mins
14 GeForce GTX 1070 Ti
GP104 [GeForce GTX 1070 Ti] 8186
Nvidia GP104 1,184,558 94,176 12.58 1 hrs 54 mins
15 GeForce GTX 1080
GP104 [GeForce GTX 1080] 8873
Nvidia GP104 1,159,455 91,236 12.71 1 hrs 53 mins
16 Radeon 740M/760M/780M
Phoenix [Radeon 740M/760M/780M]
AMD Phoenix 1,157,323 91,144 12.70 1 hrs 53 mins
17 GeForce GTX 1660 SUPER
TU116 [GeForce GTX 1660 SUPER]
Nvidia TU116 1,149,792 91,661 12.54 1 hrs 55 mins
18 GeForce RTX 2070 Mobile
TU106M [GeForce RTX 2070 Mobile]
Nvidia TU106M 1,125,484 93,104 12.09 1 hrs 59 mins
19 TITAN V
GV100 [TITAN V] M 12288
Nvidia GV100 1,028,121 87,763 11.71 2 hrs 3 mins
20 Tesla P4
GP104GL [Tesla P4] 5704
Nvidia GP104GL 967,134 88,418 10.94 2 hrs 12 mins
21 P102-100
GP102 [P102-100]
Nvidia GP102 966,961 82,127 11.77 2 hrs 2 mins
22 GeForce GTX 1660 Mobile
TU116M [GeForce GTX 1660 Mobile]
Nvidia TU116M 953,344 88,117 10.82 2 hrs 13 mins
23 P104-100
GP104 [P104-100]
Nvidia GP104 944,592 87,750 10.76 2 hrs 14 mins
24 Tesla M40
GM200GL [Tesla M40] 6844
Nvidia GM200GL 905,550 86,460 10.47 2 hrs 17 mins
25 GeForce GTX 1650
TU117 [GeForce GTX 1650]
Nvidia TU117 879,509 53,643 16.40 1 hrs 28 mins
26 GeForce GTX 1070
GP104 [GeForce GTX 1070] 6463
Nvidia GP104 864,234 82,543 10.47 2 hrs 18 mins
27 P106-100
GP106 [P106-100]
Nvidia GP106 789,288 81,472 9.69 2 hrs 29 mins
28 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 772,384 80,275 9.62 2 hrs 30 mins
29 GeForce GTX 980
GM204 [GeForce GTX 980] 4612
Nvidia GM204 705,075 78,845 8.94 2 hrs 41 mins
30 GeForce GTX 980 Ti
GM200 [GeForce GTX 980 Ti] 5632
Nvidia GM200 670,543 53,239 12.59 1 hrs 54 mins
31 GeForce GTX 1060 Mobile
GP106M [GeForce GTX 1060 Mobile]
Nvidia GP106M 643,843 73,629 8.74 2 hrs 45 mins
32 Quadro M6000
GM200GL [Quadro M6000]
Nvidia GM200GL 639,974 67,642 9.46 2 hrs 32 mins
33 GeForce GTX 1060 6GB
GP106 [GeForce GTX 1060 6GB] 4372
Nvidia GP106 625,329 69,456 9.00 2 hrs 40 mins
34 GeForce GTX 1650 SUPER
TU116 [GeForce GTX 1650 SUPER]
Nvidia TU116 621,848 72,883 8.53 2 hrs 49 mins
35 Quadro P4000
GP104GL [Quadro P4000]
Nvidia GP104GL 607,157 75,944 7.99 3 hrs 0 mins
36 TITAN Xp
GP102 [TITAN Xp] 12150
Nvidia GP102 604,110 74,800 8.08 2 hrs 58 mins
37 Quadro P3200 Mobile
GP104GLM [Quadro P3200 Mobile]
Nvidia GP104GLM 591,490 75,277 7.86 3 hrs 3 mins
38 Quadro T1200 Mobile
TU117GLM [Quadro T1200 Mobile]
Nvidia TU117GLM 571,287 74,688 7.65 3 hrs 8 mins
39 GeForce GTX 970
GM204 [GeForce GTX 970] 3494
Nvidia GM204 499,653 59,525 8.39 2 hrs 52 mins
40 GeForce GTX 1650
TU116 [GeForce GTX 1650] 3091
Nvidia TU116 473,840 67,959 6.97 3 hrs 27 mins
41 Tesla K40c
GK110 [Tesla K40c] 5046
Nvidia GK110 416,982 66,557 6.27 3 hrs 50 mins
42 RX 5500/5500M/Pro 5500M
Navi 14 [RX 5500/5500M/Pro 5500M]
AMD Navi 14 366,191 65,374 5.60 4 hrs 17 mins
43 GeForce GTX 1650 Mobile / Max-Q
TU117M [GeForce GTX 1650 Mobile / Max-Q]
Nvidia TU117M 365,532 64,052 5.71 4 hrs 12 mins
44 Quadro T1000 Mobile
TU117GLM [Quadro T1000 Mobile]
Nvidia TU117GLM 363,999 63,740 5.71 4 hrs 12 mins
45 GeForce GTX 1650 Ti Mobile
TU117M [GeForce GTX 1650 Ti Mobile]
Nvidia TU117M 363,870 63,909 5.69 4 hrs 13 mins
46 GeForce GTX 1050 Ti
GP107 [GeForce GTX 1050 Ti] 2138
Nvidia GP107 363,518 63,133 5.76 4 hrs 10 mins
47 Quadro P2200
GP106GL [Quadro P2200]
Nvidia GP106GL 355,475 65,521 5.43 4 hrs 25 mins
48 Quadro K6000
GK110GL [Quadro K6000]
Nvidia GK110GL 347,171 64,034 5.42 4 hrs 26 mins
49 P106-090
GP106 [P106-090]
Nvidia GP106 333,857 62,197 5.37 4 hrs 28 mins
50 Tesla K20C
GK110 [Tesla K20C] 3524
Nvidia GK110 328,341 61,898 5.30 4 hrs 31 mins
51 GeForce GTX 960
GM206 [GeForce GTX 960] 2308
Nvidia GM206 265,505 57,271 4.64 5 hrs 11 mins
52 Quadro M4000
GM204GL [Quadro M4000]
Nvidia GM204GL 249,460 56,951 4.38 5 hrs 29 mins
53 GeForce GTX 1050 Mobile
GP107M [GeForce GTX 1050 Mobile]
Nvidia GP107M 243,815 55,401 4.40 5 hrs 27 mins
54 GeForce GTX 1050 3 GB Max-Q
GP107M [GeForce GTX 1050 3 GB Max-Q]
Nvidia GP107M 231,541 55,985 4.14 5 hrs 48 mins
55 GeForce GTX 950
GM206 [GeForce GTX 950] 1572
Nvidia GM206 222,594 54,414 4.09 5 hrs 52 mins
56 Quadro P1000
GP107GL [Quadro P1000]
Nvidia GP107GL 178,184 50,335 3.54 6 hrs 47 mins
57 GeForce GTX 1050 LP
GP107 [GeForce GTX 1050 LP] 1862
Nvidia GP107 163,216 48,069 3.40 7 hrs 4 mins
58 Radeon 660M-680M
Rembrandt [Radeon 660M-680M]
AMD Rembrandt 159,728 22,877 6.98 3 hrs 26 mins
59 RX 470/480/570/580/590
Ellesmere XT [RX 470/480/570/580/590]
AMD Ellesmere XT 146,179 47,907 3.05 7 hrs 52 mins
60 Radeon R9 285/380
Tonga PRO [Radeon R9 285/380]
AMD Tonga PRO 145,484 47,121 3.09 7 hrs 46 mins
61 Quadro P620
GP107GL [Quadro P620]
Nvidia GP107GL 140,249 46,587 3.01 7 hrs 58 mins
62 R9 380X/R9 M295X
Tonga XT/Amethyst XT [R9 380X/R9 M295X]
AMD Tonga XT/Amethyst XT 130,398 47,747 2.73 8 hrs 47 mins
63 RX Vega M GL
Polaris 22 XL [RX Vega M GL]
AMD Polaris 22 XL 128,158 44,834 2.86 8 hrs 24 mins
64 GeForce GTX 750
GM107 [GeForce GTX 750] 1111
Nvidia GM107 124,033 45,084 2.75 8 hrs 43 mins
65 GeForce GTX 750 Ti
GM107 [GeForce GTX 750 Ti] 1389
Nvidia GM107 120,956 45,258 2.67 8 hrs 59 mins
66 GeForce MX150
GP107M [GeForce MX150]
Nvidia GP107M 118,453 44,094 2.69 8 hrs 56 mins
67 R7 370/R9 270/370 OEM
Curacao Pro [R7 370/R9 270/370 OEM]
AMD Curacao Pro 113,748 42,791 2.66 9 hrs 2 mins
68 Vega Mobile 5000 series APU
Cezanne [Vega Mobile 5000 series APU]
AMD Cezanne 99,560 26,554 3.75 6 hrs 24 mins
69 GeForce GT 1030
GP108 [GeForce GT 1030]
Nvidia GP108 98,230 35,243 2.79 8 hrs 37 mins
70 R7 370/R9 270X/370X
Curacao XT/Trinidad XT [R7 370/R9 270X/370X]
AMD Curacao XT/Trinidad XT 80,661 38,793 2.08 11 hrs 33 mins
71 Quadro K2200
GM107GL [Quadro K2200]
Nvidia GM107GL 73,942 42,643 1.73 13 hrs 50 mins
72 Quadro P600
GP107GL [Quadro P600]
Nvidia GP107GL 73,333 42,810 1.71 14 hrs 1 mins
73 Quadro K1200
GM107GL [Quadro K1200]
Nvidia GM107GL 66,844 36,474 1.83 13 hrs 6 mins
74 HD 7850/R7 265/R9 270 1024SP
Pitcairn PRO [HD 7850/R7 265/R9 270 1024SP]
AMD Pitcairn PRO 64,502 35,108 1.84 13 hrs 4 mins
75 R9 280X/HD 7900/8970 OEM
Tahiti XT [R9 280X/HD 7900/8970 OEM]
AMD Tahiti XT 46,777 33,557 1.39 17 hrs 13 mins
76 FirePro W5000
Pitcairn LE GL [FirePro W5000]
AMD Pitcairn LE GL 42,866 32,110 1.33 17 hrs 59 mins
77 Quadro K620
GM107GL [Quadro K620]
Nvidia GM107GL 41,874 34,324 1.22 19 hrs 40 mins
78 Radeon 540/540X/550/550X/RX 540X/550/550X
Lexa PRO [Radeon 540/540X/550/550X/RX 540X/550/550X]
AMD Lexa PRO 36,365 31,383 1.16 20 hrs 43 mins
79 GeForce GTX 660
GK106 [GeForce GTX 660]
Nvidia GK106 35,546 33,172 1.07 22 hrs 24 mins
80 Ryzen 7000 Series iGPU
Raphael [Ryzen 7000 Series iGPU]
AMD Raphael 33,683 26,108 1.29 18 hrs 36 mins
81 GeForce GTX 745
GM107 [GeForce GTX 745] 793
Nvidia GM107 31,858 33,539 0.95 25 hrs 16 mins
82 RX Vega 10 Mobile
Picasso APU [RX Vega 10 Mobile]
AMD Picasso APU 21,655 26,930 0.80 29 hrs 51 mins
83 Ryzen 4900HS mobile
Renoir [Ryzen 4900HS mobile]
AMD Renoir 17,528 22,054 0.79 30 hrs 12 mins
84 Vega Mobile APU
Lucienne [Vega Mobile APU]
AMD Lucienne 8,164 22,053 0.37 64 hrs 50 mins
85 Radeon HD 8600M Series
Sun [Radeon HD 8600M Series]
AMD Sun 8,074 22,053 0.37 65 hrs 33 mins
86 R7 240/340/520/HD8570
Hawaii [R7 240/340/520/HD8570]
AMD Hawaii 7,714 22,053 0.35 68 hrs 37 mins
87 Radeon R7/R6/R5 Series
Carrizo [Radeon R7/R6/R5 Series]
AMD Carrizo 3,776 22,053 0.17 140 hrs 10 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Tuesday, 14 April 2026 06:34:32
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make