RESEARCH: HALOGENASE-PREDICTION
FOLDING PROJECT #19227 PROFILE

PROJECT TEAM

Manager(s): Tanner Dean
Institution: University of Illinois

WORK UNIT INFO

Atoms: 97,103
Core: 0xa8
Status: Public

TLDR; PROJECT SUMMARY AI BETA

Lots of medicines use halogens (like fluorine). Adding these can be tricky. Scientists are using enzymes called halogenases to make it easier and safer. They're also using computer models to predict where halogenases will add these elements, helping them design better medicines.

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

OFFICAL PROJECT DESCRIPTION

Approximately 40 percent of drugs approved or currently in clinical testing contain halogens (F, Cl, Br, or I) as pharmaceutically active ligand substituents.

This makes the halogenation of chemical scaffolds an issue of particular interest to medicinal chemists when attempting to synthesize potential drug candidates.

Many of the current methods for halogenation are difficult to control the regioselectivity or produce toxic byproducts during the reaction.

Due to these issues; halogenases, a class of enzymes that catalyze highly regioselective halogenation of various molecules in nature, have been studied as a means to improve existing halogenation methods with less toxic byproducts and higher regioselectivity of reaction.

By utilizing Relative Binding Free Energy calculations (RBFE) across a number of common organic molecule scaffolds, our goal is to better predict the probability and site of halogenation for various common chemical scaffolds across a number of halogenases.

RELATED TERMS GLOSSARY AI BETA

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

Halogens

Elements in Group 17 of the periodic table (F, Cl, Br, I).

Scientific: Biotechnology
Pharmaceutical / Drug Discovery

Halogens are a group of elements found on the periodic table. They are highly reactive and often used in pharmaceuticals due to their ability to influence drug properties.


Ligand

A molecule that binds to a protein or receptor.

Scientific: Biotechnology
Pharmaceutical / Drug Design

In pharmacology, a ligand is a molecule that attaches to a specific target, like a protein or receptor. This binding can activate or inhibit the target's function, playing a crucial role in drug action.


Medicinal Chemist

A scientist specializing in the design and synthesis of new drugs.

Job Role: Biotechnology
Pharmaceutical / Drug Discovery

Medicinal chemists are scientists who focus on developing new medications. They combine their knowledge of chemistry and biology to create molecules that can treat diseases effectively.


Halogenase

An enzyme that catalyzes the introduction of halogens into organic molecules.

Scientific: Biotechnology
Biotechnology / Enzymology

Halogenases are enzymes that add halogen atoms (like chlorine or bromine) to other molecules. They play a role in various biological processes and are being explored for their potential in pharmaceutical synthesis.


Regioselectivity

The preference of a chemical reaction to occur at a specific position on a molecule.

Scientific: Biotechnology
Chemistry / Organic Chemistry

Regioselectivity refers to the tendency of a chemical reaction to favor forming one product over others when multiple products are possible. It's crucial in controlling the outcome of reactions, especially in drug synthesis.


Relative Binding Free Energy (RBFE)

A computational method used to predict the binding affinity of molecules.

Scientific: Pharmaceutical
Biotechnology / Computational Biology

RBFE is a computational technique used to estimate how strongly a molecule binds to another. This information is valuable in drug discovery for predicting potential interactions between drugs and their targets.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:25:43
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 4090
AD102 [GeForce RTX 4090]
Nvidia AD102 96,503 25,900 3.73 6 hrs 26 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:25:43
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 RYZEN 9 9950X 16-CORE 32 91,903 2,940,896 AMD
2 RYZEN 9 9950X3D 16-CORE 32 60,282 1,929,024 AMD
3 RYZEN THREADRIPPER 7980X 64-CORES 64 27,134 1,736,576 AMD
4 RYZEN 9 9900X3D 12-CORE 24 59,561 1,429,464 AMD
5 RYZEN 9 7950X3D 16-CORE 32 42,448 1,358,336 AMD
6 CORE ULTRA 7 265KF 20 61,439 1,228,780 Intel
7 RYZEN THREADRIPPER 3990X 64-CORE 64 18,906 1,209,984 AMD
8 RYZEN 9 9900X 12-CORE 24 49,890 1,197,360 AMD
9 RYZEN 9 7900X 12-CORE 24 40,860 980,640 AMD
10 RYZEN 9 5900XT 16-CORE 32 27,023 864,736 AMD
11 RYZEN 7 9700X 8-CORE 16 52,597 841,552 AMD
12 12TH GEN CORE I9-12900K 24 34,896 837,504 Intel
13 XEON W-3245 CPU @ 3.20GHZ 32 26,049 833,568 Intel
14 CORE I9-14900K 32 23,471 751,072 Intel
15 RYZEN 9 7950X 16-CORE 32 23,406 748,992 AMD
16 13TH GEN CORE I9-13900KF 32 23,353 747,296 Intel
17 RYZEN 7 9800X3D 8-CORE 16 46,329 741,264 AMD
18 QEMU VIRTUAL CPU VERSION 2.5+ 32 22,680 725,760 Unknown
19 RYZEN 9 3950X 16-CORE 32 21,342 682,944 AMD
20 RYZEN 7 7700X 8-CORE 16 41,034 656,544 AMD
21 RYZEN 5 9600X 6-CORE 12 53,016 636,192 AMD
22 CORE I5-14600K 20 30,339 606,780 Intel
23 EPYC 7713 64-CORE 64 9,103 582,592 AMD
24 RYZEN 9 5950X 16-CORE 32 18,151 580,832 AMD
25 RYZEN THREADRIPPER 3960X 24-CORE 48 11,736 563,328 AMD
26 RYZEN 9 8945HS W/ RADEON 780M GRAPHICS 16 35,126 562,016 AMD
27 RYZEN 9 7900 12-CORE 24 23,133 555,192 AMD
28 13TH GEN CORE I9-13900K 32 17,280 552,960 Intel
29 RYZEN 7 8700G W/ RADEON 780M GRAPHICS 16 33,151 530,416 AMD
30 RYZEN 7 5800XT 8-CORE 16 32,725 523,600 AMD
31 RYZEN 7 7800X3D 8-CORE 16 31,631 506,096 AMD
32 CORE I9-14900KF 24 20,634 495,216 Intel
33 RYZEN 7 5700X3D 8-CORE 16 30,324 485,184 AMD
34 RYZEN 7 7700 8-CORE 16 30,310 484,960 AMD
35 RYZEN 7 8845HS W/ RADEON 780M GRAPHICS 16 28,898 462,368 AMD
36 13TH GEN CORE I5-13600KF 20 23,038 460,760 Intel
37 12TH GEN CORE I7-12700 20 22,452 449,040 Intel
38 RYZEN 7 5700G 16 27,903 446,448 AMD
39 RYZEN 9 5900X 12-CORE 24 18,442 442,608 AMD
40 RYZEN 5 7500F 6-CORE 12 36,669 440,028 AMD
41 RYZEN 5 7600X 6-CORE 12 36,557 438,684 AMD
42 RYZEN 5 7600 6-CORE 12 34,472 413,664 AMD
43 12TH GEN CORE I7-12700K 20 20,343 406,860 Intel
44 RYZEN 7 5800X3D 8-CORE 16 24,994 399,904 AMD
45 RYZEN 7 5800X 8-CORE 16 24,968 399,488 AMD
46 RYZEN 7 7840HS W/ RADEON 780M GRAPHICS 16 24,671 394,736 AMD
47 RYZEN 9 3900X 12-CORE 24 16,322 391,728 AMD
48 RYZEN 5 5600 6-CORE 12 30,394 364,728 AMD
49 XEON GOLD 6146 CPU @ 3.20GHZ 48 7,468 358,464 Intel
50 RYZEN 7 5700X 8-CORE 16 22,321 357,136 AMD
51 13TH GEN CORE I5-13600K 14 23,588 330,232 Intel
52 RYZEN 7 3800X 8-CORE 16 20,199 323,184 AMD
53 RYZEN 7 7735HS 16 20,167 322,672 AMD
54 RYZEN 5 5500 12 26,311 315,732 AMD
55 12TH GEN CORE I7-12700F 20 15,565 311,300 Intel
56 CORE I9-10900X CPU @ 3.70GHZ 20 15,324 306,480 Intel
57 CORE I7-7820X CPU @ 3.60GHZ 16 18,629 298,064 Intel
58 RYZEN 7 PRO 6850U 16 18,088 289,408 AMD
59 12TH GEN CORE I5-12400F 12 23,251 279,012 Intel
60 RYZEN THREADRIPPER 1950X 16-CORE 32 8,640 276,480 AMD
61 CORE I9-10900K CPU @ 3.70GHZ 20 13,821 276,420 Intel
62 13TH GEN CORE I7-13700 24 11,414 273,936 Intel
63 12TH GEN CORE I5-12500 12 22,233 266,796 Intel
64 13TH GEN CORE I7-13700K 24 10,869 260,856 Intel
65 XEON CPU E7-8894 V4 @ 2.40GHZ 48 5,149 247,152 Intel
66 RYZEN 9 4900H 16 15,278 244,448 AMD
67 RYZEN 9 6900HX 16 14,920 238,720 AMD
68 RYZEN 9 3900XT 12-CORE 24 9,640 231,360 AMD
69 RYZEN 9 5900 12-CORE 24 9,444 226,656 AMD
70 CORE I9-9900K CPU @ 3.60GHZ 16 13,381 214,096 Intel
71 RYZEN 7 3700X 8-CORE 16 13,090 209,440 AMD
72 RYZEN 7 8845HS W/ RADEON(TM) 780M GRAPHICS 16 12,993 207,888 AMD
73 XEON CPU E5-2680 V2 @ 2.80GHZ 40 5,189 207,560 Intel
74 12TH GEN CORE I5-12400 12 17,291 207,492 Intel
75 11TH GEN CORE I9-11900K @ 3.50GHZ 16 12,787 204,592 Intel
76 11TH GEN CORE I7-11700 @ 2.50GHZ 16 12,335 197,360 Intel
77 XEON GOLD 5120 CPU @ 2.20GHZ 28 6,976 195,328 Intel
78 13TH GEN CORE I5-13500 20 9,712 194,240 Intel
79 RYZEN 5 5600X 6-CORE 12 16,143 193,716 AMD
80 XEON CPU E5-2666 V3 @ 2.90GHZ 20 9,523 190,460 Intel
81 XEON CPU E5-2683 V4 @ 2.10GHZ 32 5,811 185,952 Intel
82 CORE I7-10700K CPU @ 3.80GHZ 16 11,221 179,536 Intel
83 11TH GEN CORE I7-11800H @ 2.30GHZ 16 10,912 174,592 Intel
84 12TH GEN CORE I5-12500T 12 14,382 172,584 Intel
85 RYZEN 5 3600X 6-CORE 12 14,037 168,444 AMD
86 13TH GEN CORE I7-1370P 20 8,204 164,080 Intel
87 RYZEN 5 5600G 12 13,578 162,936 AMD
88 CORE I5-10400F CPU @ 2.90GHZ 12 13,311 159,732 Intel
89 RYZEN 7 5825U 16 9,442 151,072 AMD
90 RYZEN 7 2700X EIGHT-CORE 16 9,270 148,320 AMD
91 CORE I9-8950HK CPU @ 2.90GHZ 12 12,244 146,928 Intel
92 RYZEN 5 3600 6-CORE 12 12,129 145,548 AMD
93 XEON CPU E3-1270 V6 @ 3.80GHZ 8 18,181 145,448 Intel
94 XEON W-2145 CPU @ 3.70GHZ 16 8,813 141,008 Intel
95 RYZEN 7 PRO 7840U W/ RADEON 780M GRAPHICS 16 8,647 138,352 AMD
96 APPLE M2 PRO 10 13,687 136,870 Apple
97 CORE I5-10500T CPU @ 2.30GHZ 12 11,317 135,804 Intel
98 CORE I7-10700KF CPU @ 3.80GHZ 16 8,127 130,032 Intel
99 RYZEN 7 4800H 16 8,105 129,680 AMD
100 RYZEN 5 5600U 12 10,575 126,900 AMD
101 CORE I5-14500 20 6,122 122,440 Intel
102 12TH GEN CORE I5-1235U 12 10,199 122,388 Intel
103 CORE I7-5930K CPU @ 3.50GHZ 12 10,169 122,028 Intel
104 CORE I5-10600T CPU @ 2.40GHZ 12 10,154 121,848 Intel
105 RYZEN 3 3300X 4-CORE 8 14,946 119,568 AMD
106 RYZEN 7 5800H 16 7,440 119,040 AMD
107 CORE I7-6950X CPU @ 3.00GHZ 20 5,922 118,440 Intel
108 CORE I7-8700 CPU @ 3.20GHZ 12 9,584 115,008 Intel
109 12TH GEN CORE I7-12700H 20 5,715 114,300 Intel
110 CORE I5-9600T CPU @ 2.30GHZ 6 18,862 113,172 Intel
111 RYZEN 5 4500U 6 18,382 110,292 AMD
112 CORE I7-5820K CPU @ 3.30GHZ 12 8,990 107,880 Intel
113 XEON E-2144G CPU @ 3.60GHZ 8 13,429 107,432 Intel
114 APPLE M2 8 13,357 106,856 Apple
115 CORE I5-8600T CPU @ 2.30GHZ 6 17,390 104,340 Intel
116 CORE I5-10600KF CPU @ 4.10GHZ 12 8,519 102,228 Intel
117 11TH GEN CORE I9-11900F @ 2.50GHZ 16 6,309 100,944 Intel
118 RYZEN 5 8600G W/ RADEON 760M GRAPHICS 12 8,321 99,852 AMD
119 CORE I5-8400 CPU @ 2.80GHZ 6 16,459 98,754 Intel
120 CORE I5-9400F CPU @ 2.90GHZ 6 16,299 97,794 Intel
121 CORE I7-9700 CPU @ 3.00GHZ 8 12,105 96,840 Intel
122 CORE ULTRA 7 165U 14 6,613 92,582 Intel
123 12TH GEN CORE I5-1245U 12 7,655 91,860 Intel
124 APPLE M1 PRO 10 9,127 91,270 Apple
125 RYZEN 5 7535HS 12 7,426 89,112 AMD
126 11TH GEN CORE I7-11700F @ 2.50GHZ 16 5,394 86,304 Intel
127 RYZEN 3 5300G 8 10,691 85,528 AMD
128 XEON CPU E3-1270 V5 @ 3.60GHZ 8 10,579 84,632 Intel
129 CORE I5-10400 CPU @ 2.90GHZ 12 7,026 84,312 Intel
130 11TH GEN CORE I7-1185G7 @ 3.00GHZ 8 10,513 84,104 Intel
131 CORE I7-10750H CPU @ 2.60GHZ 12 6,539 78,468 Intel
132 CORE I7-10700T CPU @ 2.00GHZ 16 4,825 77,200 Intel
133 XEON CPU E3-1240 V5 @ 3.50GHZ 8 9,634 77,072 Intel
134 XEON CPU X5660 @ 2.80GHZ 24 3,210 77,040 Intel
135 CORE I7-8700K CPU @ 3.70GHZ 12 6,335 76,020 Intel
136 CORE I7-14700K 28 2,657 74,396 Intel
137 CORE I7-6700K CPU @ 4.00GHZ 8 9,288 74,304 Intel
138 11TH GEN CORE I5-1135G7 @ 2.40GHZ 8 9,220 73,760 Intel
139 CORE I7-7700K CPU @ 4.20GHZ 8 9,211 73,688 Intel
140 CORE I5-8600 CPU @ 3.10GHZ 6 11,805 70,830 Intel
141 EPYC 7543P 32-CORE 8 8,433 67,464 AMD
142 CORE I5-7400 CPU @ 3.00GHZ 4 16,643 66,572 Intel
143 CORE I7-4930K CPU @ 3.40GHZ 12 5,416 64,992 Intel
144 XEON CPU E5-2650 0 @ 2.00GHZ 16 4,054 64,864 Intel
145 CORE I5-6600T CPU @ 2.70GHZ 4 16,030 64,120 Intel
146 CORE I7-7700 CPU @ 3.60GHZ 8 7,997 63,976 Intel
147 XEON CPU E5-1650 V4 @ 3.60GHZ 12 5,263 63,156 Intel
148 CORE I7-9750H CPU @ 2.60GHZ 12 5,174 62,088 Intel
149 CORE I7-1065G7 CPU @ 1.30GHZ 8 7,620 60,960 Intel
150 RYZEN 5 3400G 8 6,705 53,640 AMD
151 CORE I7-4790 CPU @ 3.60GHZ 8 6,488 51,904 Intel
152 CORE I7-6700 CPU @ 3.40GHZ 8 6,398 51,184 Intel
153 CORE I7-4850HQ CPU @ 2.30GHZ 8 6,339 50,712 Intel
154 13TH GEN CORE I7-13700H 20 2,386 47,720 Intel
155 RYZEN 5 5500U 12 3,865 46,380 AMD
156 CORE I7-4790K CPU @ 4.00GHZ 8 5,765 46,120 Intel
157 CORE I5-6500 CPU @ 3.20GHZ 4 11,514 46,056 Intel
158 XEON CPU E3-1231 V3 @ 3.40GHZ 8 5,298 42,384 Intel
159 CORE I5-6500T CPU @ 2.50GHZ 4 10,569 42,276 Intel
160 APPLE M3 8 5,222 41,776 Apple
161 CORE I7-3770 CPU @ 3.40GHZ 8 5,178 41,424 Intel
162 CORE I7-8565U CPU @ 1.80GHZ 8 5,176 41,408 Intel
163 CORE I5-8350U CPU @ 1.70GHZ 8 5,119 40,952 Intel
164 11TH GEN CORE I5-11400 @ 2.60GHZ 12 3,290 39,480 Intel
165 12TH GEN CORE I5-12600K 16 2,435 38,960 Intel
166 CORE I5-9300H CPU @ 2.40GHZ 8 4,714 37,712 Intel
167 CORE I7-4770HQ CPU @ 2.20GHZ 8 4,657 37,256 Intel
168 CORE I5-7500 CPU @ 3.40GHZ 4 9,040 36,160 Intel
169 CORE I7-8665U CPU @ 1.90GHZ 8 4,492 35,936 Intel
170 RYZEN 5 2400G 8 4,426 35,408 AMD
171 CORE I7-4870HQ CPU @ 2.50GHZ 8 4,373 34,984 Intel
172 RYZEN 7 4800U 16 2,149 34,384 AMD
173 PROCESSEUR CORE I5-9400F À 2,90 GHZ 6 5,583 33,498 Intel
174 CORE I5-4570 CPU @ 3.20GHZ 4 8,201 32,804 Intel
175 APPLE M1 8 4,090 32,720 Apple
176 CORE I7-9850H CPU @ 2.60GHZ 12 2,702 32,424 Intel
177 CORE I7-7700HQ CPU @ 2.80GHZ 8 4,026 32,208 Intel
178 CORE I7-4770 CPU @ 3.40GHZ 8 4,005 32,040 Intel
179 11TH GEN CORE I5-1145G7 @ 2.60GHZ 8 3,538 28,304 Intel
180 12TH GEN CORE I5-12600KF 16 1,752 28,032 Intel
181 CORE I7-14650HX 24 1,155 27,720 Intel
182 CORE I5-4590 CPU @ 3.30GHZ 4 6,803 27,212 Intel
183 CORE I3-8100T CPU @ 3.10GHZ 4 6,790 27,160 Intel
184 CORE 3 100U 8 3,187 25,496 Intel
185 RYZEN 5 PRO 2400GE W/ 8 2,792 22,336 AMD
186 CORE I7-7500U CPU @ 2.70GHZ 4 5,399 21,596 Intel
187 CORE I3-4160T CPU @ 3.10GHZ 4 4,772 19,088 Intel
188 RYZEN 7 3750H 8 2,204 17,632 AMD
189 CORE I7-4770S CPU @ 3.10GHZ 8 2,152 17,216 Intel
190 CORE I7 CPU 860 @ 2.80GHZ 8 2,078 16,624 Intel
191 CORE I3-6100 CPU @ 3.70GHZ 4 3,537 14,148 Intel
192 CORE I5-9300HF CPU @ 2.40GHZ 8 1,473 11,784 Intel
193 CORE I7 CPU 975 @ 3.33GHZ 8 1,297 10,376 Intel
194 CORE I7-7600U CPU @ 2.80GHZ 4 2,569 10,276 Intel
195 12TH GEN CORE I7-12700KF 20 Intel