RESEARCH: BIOFILM
FOLDING PROJECT #12434 PROFILE
PROJECT TEAM
Manager(s): Prof. Vincent VoelzInstitution: Temple University
WORK UNIT INFO
Atoms: 35,739Core: 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
Biofilms
Structured communities of bacteria encased in a self-produced matrix.
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.
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.
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.
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.
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.
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.
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.
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.
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 |
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| 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 |
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| 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 |
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| 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 |
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| 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 |
|---|