RESEARCH: HALOGENASE-DIRECTED-DRUG-DESIGN
FOLDING PROJECT #19229 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 105,584
Core: 0xa8
Status: Public

TLDR; PROJECT SUMMARY AI BETA

Many new drugs use halogens (like chlorine or fluorine). But making these changes to molecules can be tricky! Scientists are studying special enzymes called halogenases that do this naturally. This project uses computer models to predict how well different enzymes work on various drug ingredients, hopefully leading to safer and more efficient drug development.

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 Fluorine (F), Chlorine (Cl), Bromine (Br), and Iodine (I)

Scientific: Biotechnology
Pharmaceutical Research / Drug Discovery

Halogens are highly reactive elements often used in pharmaceutical drug development. They can be incorporated into drug molecules to modify their properties and enhance their effectiveness.


Ligand

A molecule that binds to a receptor or enzyme

Scientific: Biotechnology
Pharmaceutical Research / Drug Design

Ligands are molecules that attach to specific target sites in the body, such as receptors or enzymes. In drug development, ligands are crucial for creating medications that interact with these targets and produce desired effects.


Medicinal Chemists

Scientists who design and synthesize new drugs

Job Role: Biotechnology
Pharmaceutical Research / Drug Discovery

Medicinal chemists are experts in organic chemistry who focus on creating new medications. They combine their knowledge of chemical structures and biological targets to develop drug candidates that have the potential to treat diseases.


Halogenation

The process of adding a halogen to a molecule

Scientific: Biotechnology
Chemistry / Organic Chemistry

Halogenation is a chemical reaction that involves introducing a halogen atom (like fluorine, chlorine, bromine, or iodine) into an organic molecule. This process can alter the properties of the molecule and is often used in drug development to enhance its effectiveness.


Halogenases

Enzymes that catalyze halogenation reactions

Scientific: Biotechnology
Biotechnology / Enzymology

Halogenases are a type of enzyme found in nature that can selectively add halogens to molecules. They offer a more environmentally friendly and efficient alternative to traditional chemical methods for halogenation.


Relative Binding Free Energy (RBFE)

A computational method used to predict the binding affinity of a molecule to a target.

Scientific: Biotechnology
Biotechnology / Drug Discovery

RBFE calculations are a powerful tool in drug discovery. They allow researchers to virtually screen and rank potential drug candidates based on their likelihood to bind strongly to a specific target protein.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:25:40
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 35,320,461 22,690 1556.65 0 hrs 1 mins
2 GeForce GTX 1660
TU116 [GeForce GTX 1660]
Nvidia TU116 757,617 25,900 29.25 0 hrs 49 mins

PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:25:40
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 81,473 2,607,136 AMD
2 RYZEN 9 9950X3D 16-CORE 32 49,691 1,590,112 AMD
3 RYZEN 9 7950X3D 16-CORE 32 39,864 1,275,648 AMD
4 RYZEN THREADRIPPER 3990X 64-CORE 64 19,614 1,255,296 AMD
5 RYZEN THREADRIPPER 7980X 64-CORES 64 18,587 1,189,568 AMD
6 RYZEN 9 9900X 12-CORE 24 45,052 1,081,248 AMD
7 CORE ULTRA 7 265KF 20 50,339 1,006,780 Intel
8 RYZEN 9 7900X 12-CORE 24 40,217 965,208 AMD
9 XEON W-3245 CPU @ 3.20GHZ 32 29,264 936,448 Intel
10 RYZEN THREADRIPPER 3960X 24-CORE 48 18,576 891,648 AMD
11 RYZEN THREADRIPPER 3970X 32-CORE 64 12,342 789,888 AMD
12 RYZEN 7 9700X 8-CORE 16 46,467 743,472 AMD
13 CORE I9-14900K 32 22,824 730,368 Intel
14 13TH GEN CORE I9-13900KF 32 20,980 671,360 Intel
15 RYZEN 9 7950X 16-CORE 32 20,912 669,184 AMD
16 12TH GEN CORE I9-12900K 24 26,818 643,632 Intel
17 RYZEN 9 7900 12-CORE 24 26,274 630,576 AMD
18 13TH GEN CORE I5-13600KF 20 31,209 624,180 Intel
19 RYZEN 7 9800X3D 8-CORE 16 38,811 620,976 AMD
20 CORE I5-14600K 20 29,420 588,400 Intel
21 RYZEN 7 7700X 8-CORE 16 36,695 587,120 AMD
22 QEMU VIRTUAL CPU VERSION 2.5+ 32 17,630 564,160 Unknown
23 RYZEN 5 9600X 6-CORE 12 46,427 557,124 AMD
24 RYZEN 9 5950X 16-CORE 32 17,360 555,520 AMD
25 RYZEN 7 5700X3D 8-CORE 16 34,181 546,896 AMD
26 CORE I9-14900KF 24 22,323 535,752 Intel
27 RYZEN 7 7800X3D 8-CORE 16 32,292 516,672 AMD
28 RYZEN 7 7700 8-CORE 16 31,912 510,592 AMD
29 12TH GEN CORE I7-12700 20 23,714 474,280 Intel
30 RYZEN 9 5900X 12-CORE 24 19,298 463,152 AMD
31 RYZEN 9 3900X 12-CORE 24 18,979 455,496 AMD
32 RYZEN 5 7600X3D 6-CORE 12 37,736 452,832 AMD
33 RYZEN 5 7600 6-CORE 12 36,711 440,532 AMD
34 RYZEN 9 8945HS W/ RADEON 780M GRAPHICS 16 27,242 435,872 AMD
35 13TH GEN CORE I7-13700F 24 17,117 410,808 Intel
36 RYZEN 7 5800XT 8-CORE 16 25,099 401,584 AMD
37 RYZEN 5 7600X 6-CORE 12 33,056 396,672 AMD
38 RYZEN 7 3800X 8-CORE 16 24,265 388,240 AMD
39 CORE I9-14900KS 16 23,909 382,544 Intel
40 RYZEN 7 8845HS W/ RADEON(TM) 780M GRAPHICS 16 23,560 376,960 AMD
41 RYZEN 7 8700G W/ RADEON 780M GRAPHICS 16 23,515 376,240 AMD
42 RYZEN 7 5800X3D 8-CORE 16 22,516 360,256 AMD
43 12TH GEN CORE I7-12700F 20 17,967 359,340 Intel
44 RYZEN 7 5700G 16 22,350 357,600 AMD
45 RYZEN 5 7500F 6-CORE 12 29,593 355,116 AMD
46 RYZEN 5 5600 6-CORE 12 28,774 345,288 AMD
47 12TH GEN CORE I7-12700K 20 16,742 334,840 Intel
48 13TH GEN CORE I5-13600K 14 23,702 331,828 Intel
49 RYZEN 7 5800X 8-CORE 16 20,631 330,096 AMD
50 CORE I9-10900X CPU @ 3.70GHZ 20 16,118 322,360 Intel
51 RYZEN 9 3950X 16-CORE 32 9,854 315,328 AMD
52 RYZEN 7 7840HS W/ RADEON 780M GRAPHICS 16 18,945 303,120 AMD
53 CORE I9-10850K CPU @ 3.60GHZ 20 15,032 300,640 Intel
54 CORE I9-10900K CPU @ 3.70GHZ 20 14,164 283,280 Intel
55 RYZEN 7 5700X 8-CORE 16 17,668 282,688 AMD
56 13TH GEN CORE I7-13700 24 11,202 268,848 Intel
57 RYZEN 7 7735HS 16 16,707 267,312 AMD
58 RYZEN THREADRIPPER 2950X 16-CORE 32 7,939 254,048 AMD
59 EPYC 7713 64-CORE 64 3,742 239,488 AMD
60 RYZEN 5 5500 12 19,773 237,276 AMD
61 RYZEN 7 3700X 8-CORE 16 14,718 235,488 AMD
62 CORE ULTRA 7 258V 8 28,772 230,176 Intel
63 CORE I7-7820X CPU @ 3.60GHZ 16 14,103 225,648 Intel
64 12TH GEN CORE I5-12400F 12 18,626 223,512 Intel
65 12TH GEN CORE I5-12400 12 18,535 222,420 Intel
66 12TH GEN CORE I5-12500 12 18,354 220,248 Intel
67 RYZEN 9 5900 12-CORE 24 8,867 212,808 AMD
68 XEON CPU E5-2680 V2 @ 2.80GHZ 40 5,077 203,080 Intel
69 XEON CPU E5-2683 V4 @ 2.10GHZ 32 5,960 190,720 Intel
70 12TH GEN CORE I5-12600K 16 11,502 184,032 Intel
71 XEON CPU E5-2666 V3 @ 2.90GHZ 20 8,808 176,160 Intel
72 13TH GEN CORE I5-13500 20 8,780 175,600 Intel
73 CORE I9-9900K CPU @ 3.60GHZ 16 10,935 174,960 Intel
74 CORE I7-10700KF CPU @ 3.80GHZ 16 10,923 174,768 Intel
75 CORE I5-14400T 16 10,853 173,648 Intel
76 CORE I7-10700K CPU @ 3.80GHZ 16 10,830 173,280 Intel
77 RYZEN 9 6900HX 16 10,800 172,800 AMD
78 RYZEN 5 5600X 6-CORE 12 14,316 171,792 AMD
79 RYZEN 5 3600X 6-CORE 12 13,815 165,780 AMD
80 APPLE M2 8 18,279 146,232 Apple
81 13TH GEN CORE I7-13700K 24 6,063 145,512 Intel
82 RYZEN 9 3900XT 12-CORE 24 6,059 145,416 AMD
83 XEON CPU E5-2650L V4 @ 1.70GHZ 28 5,093 142,604 Intel
84 11TH GEN CORE I7-11800H @ 2.30GHZ 16 8,328 133,248 Intel
85 RYZEN 7 2700X EIGHT-CORE 16 8,319 133,104 AMD
86 12TH GEN CORE I5-12500T 12 11,081 132,972 Intel
87 RYZEN 5 5600G 12 10,840 130,080 AMD
88 CORE I5-10400F CPU @ 2.90GHZ 12 10,394 124,728 Intel
89 CORE I7-9700K CPU @ 3.60GHZ 8 15,588 124,704 Intel
90 RYZEN 5 7640HS W/ RADEON 760M GRAPHICS 12 10,329 123,948 AMD
91 RYZEN 7 5825U 16 7,658 122,528 AMD
92 12TH GEN CORE I7-12700H 20 6,121 122,420 Intel
93 RYZEN 5 3600 6-CORE 12 10,180 122,160 AMD
94 CORE I7-5930K CPU @ 3.50GHZ 12 10,057 120,684 Intel
95 11TH GEN CORE I9-11900K @ 3.50GHZ 16 7,421 118,736 Intel
96 APPLE M2 PRO 10 11,778 117,780 Apple
97 CORE I9-8950HK CPU @ 2.90GHZ 12 9,563 114,756 Intel
98 CORE I5-8400 CPU @ 2.80GHZ 6 18,758 112,548 Intel
99 XEON CPU X5660 @ 2.80GHZ 24 4,644 111,456 Intel
100 CORE I5-10500T CPU @ 2.30GHZ 12 8,867 106,404 Intel
101 CORE I7-5820K CPU @ 3.30GHZ 12 8,712 104,544 Intel
102 CORE I7-8700K CPU @ 3.70GHZ 12 8,579 102,948 Intel
103 CORE I5-10400 CPU @ 2.90GHZ 12 8,446 101,352 Intel
104 CORE I7-8700 CPU @ 3.20GHZ 12 8,174 98,088 Intel
105 XEON CPU E3-1270 V6 @ 3.80GHZ 8 11,986 95,888 Intel
106 CORE I5-10600KF CPU @ 4.10GHZ 12 7,927 95,124 Intel
107 RYZEN 3 3300X 4-CORE 8 11,782 94,256 AMD
108 CORE I5-10600T CPU @ 2.40GHZ 12 7,837 94,044 Intel
109 12TH GEN CORE I5-1235U 12 7,810 93,720 Intel
110 11TH GEN CORE I7-11850H @ 2.50GHZ 16 5,736 91,776 Intel
111 RYZEN 5 5600U 12 7,579 90,948 AMD
112 APPLE M1 PRO 10 8,961 89,610 Apple
113 APPLE M2 MAX 12 7,324 87,888 Apple
114 CORE I5-8600 CPU @ 3.10GHZ 6 14,538 87,228 Intel
115 CORE I5-9600T CPU @ 2.30GHZ 6 14,337 86,022 Intel
116 CORE I7-9700 CPU @ 3.00GHZ 8 10,727 85,816 Intel
117 RYZEN 7 5800H 16 4,892 78,272 AMD
118 CORE I5-8600T CPU @ 2.30GHZ 6 12,987 77,922 Intel
119 CORE I5-9400F CPU @ 2.90GHZ 6 12,870 77,220 Intel
120 CORE I7-9750H CPU @ 2.60GHZ 12 6,231 74,772 Intel
121 CORE I5-9500 CPU @ 3.00GHZ 6 12,279 73,674 Intel
122 RYZEN 5 8600G W/ RADEON 760M GRAPHICS 12 5,974 71,688 AMD
123 CORE I7-7700K CPU @ 4.20GHZ 8 8,711 69,688 Intel
124 XEON E-2144G CPU @ 3.60GHZ 8 8,662 69,296 Intel
125 11TH GEN CORE I7-11700F @ 2.50GHZ 16 4,313 69,008 Intel
126 RYZEN 7 PRO 7840HS W/ RADEON 780M GRAPHICS 16 4,284 68,544 AMD
127 XEON CPU E3-1270 V5 @ 3.60GHZ 8 8,176 65,408 Intel
128 11TH GEN CORE I7-1185G7 @ 3.00GHZ 8 8,086 64,688 Intel
129 CORE I7-4930K CPU @ 3.40GHZ 12 5,252 63,024 Intel
130 CORE I7-10700T CPU @ 2.00GHZ 16 3,787 60,592 Intel
131 CORE I7-6700K CPU @ 4.00GHZ 8 7,233 57,864 Intel
132 11TH GEN CORE I5-1135G7 @ 2.40GHZ 8 7,189 57,512 Intel
133 XEON CPU E3-1240 V5 @ 3.50GHZ 8 6,974 55,792 Intel
134 13TH GEN CORE I5-1345U 12 4,586 55,032 Intel
135 CORE I5-9500T CPU @ 2.20GHZ 6 9,037 54,222 Intel
136 CORE I7-6700T CPU @ 2.80GHZ 8 6,244 49,952 Intel
137 CORE I5-7400 CPU @ 3.00GHZ 4 12,374 49,496 Intel
138 11TH GEN CORE I9-11900F @ 2.50GHZ 16 3,093 49,488 Intel
139 APPLE M3 8 6,094 48,752 Apple
140 CORE I5-6600T CPU @ 2.70GHZ 4 11,799 47,196 Intel
141 11TH GEN CORE I5-11400 @ 2.60GHZ 12 3,854 46,248 Intel
142 CORE I7-3770 CPU @ 3.40GHZ 8 5,504 44,032 Intel
143 CORE I5-6500 CPU @ 3.20GHZ 4 10,944 43,776 Intel
144 CORE I5-8600K CPU @ 3.60GHZ 6 7,069 42,414 Intel
145 CORE I7-4850HQ CPU @ 2.30GHZ 8 5,226 41,808 Intel
146 RYZEN 7 4800U 16 2,557 40,912 AMD
147 CORE I7-10750H CPU @ 2.60GHZ 12 3,404 40,848 Intel
148 CORE I7-4790K CPU @ 4.00GHZ 8 5,053 40,424 Intel
149 CORE I7-1065G7 CPU @ 1.30GHZ 8 5,043 40,344 Intel
150 CORE I7-4790 CPU @ 3.60GHZ 8 4,953 39,624 Intel
151 CORE I7-7700 CPU @ 3.60GHZ 8 4,851 38,808 Intel
152 CORE I5-6500T CPU @ 2.50GHZ 4 9,456 37,824 Intel
153 RYZEN 5 3400G 8 4,715 37,720 AMD
154 CORE I7-6700 CPU @ 3.40GHZ 8 4,681 37,448 Intel
155 CORE I5-8250U CPU @ 1.60GHZ 8 4,674 37,392 Intel
156 CORE I7-8665U CPU @ 1.90GHZ 8 4,460 35,680 Intel
157 XEON CPU E5450 @ 3.00GHZ 8 4,356 34,848 Intel
158 APPLE M1 8 4,355 34,840 Apple
159 CORE I7-9850H CPU @ 2.60GHZ 12 2,891 34,692 Intel
160 CORE I5-7500 CPU @ 3.40GHZ 4 8,606 34,424 Intel
161 CORE I7-7700HQ CPU @ 2.80GHZ 8 4,160 33,280 Intel
162 CORE 3 100U 8 4,035 32,280 Intel
163 RYZEN 5 5500U 12 2,652 31,824 AMD
164 CORE I7-8565U CPU @ 1.80GHZ 8 3,927 31,416 Intel
165 CORE I5-8350U CPU @ 1.70GHZ 8 3,897 31,176 Intel
166 CORE I7-4770S CPU @ 3.10GHZ 8 3,819 30,552 Intel
167 12TH GEN CORE I5-12600KF 16 1,867 29,872 Intel
168 RYZEN 5 2400G 8 3,684 29,472 AMD
169 12TH GEN CORE I7-1265U 12 2,419 29,028 Intel
170 CORE I7-8750H CPU @ 2.20GHZ 12 2,409 28,908 Intel
171 CORE I7-4770HQ CPU @ 2.20GHZ 8 3,605 28,840 Intel
172 CORE I7-3770K CPU @ 3.50GHZ 8 3,450 27,600 Intel
173 12TH GEN CORE I5-1245U 12 2,293 27,516 Intel
174 CORE I5-4590 CPU @ 3.30GHZ 4 6,720 26,880 Intel
175 XEON CPU E5-2640 0 @ 2.50GHZ 24 1,053 25,272 Intel
176 CORE I5-4590S CPU @ 3.00GHZ 4 6,106 24,424 Intel
177 CORE I3-8100T CPU @ 3.10GHZ 4 6,075 24,300 Intel
178 RYZEN 5 PRO 2400GE W/ 8 2,566 20,528 AMD
179 CORE I7-14650HX 24 831 19,944 Intel
180 CORE I5-4570 CPU @ 3.20GHZ 4 4,676 18,704 Intel
181 CORE I7-7500U CPU @ 2.70GHZ 4 4,440 17,760 Intel
182 CORE I7 CPU 860 @ 2.80GHZ 8 2,174 17,392 Intel
183 XEON CPU E5-2609 0 @ 2.40GHZ 4 4,226 16,904 Intel
184 XEON CPU E3-1246 V3 @ 3.50GHZ 8 2,112 16,896 Intel
185 CORE I7-3630QM CPU @ 2.40GHZ 8 1,967 15,736 Intel
186 CORE I7 CPU 975 @ 3.33GHZ 8 1,534 12,272 Intel
187 CORE I7-7600U CPU @ 2.80GHZ 4 2,607 10,428 Intel
188 CORE I3-6100 CPU @ 3.70GHZ 4 2,523 10,092 Intel
189 CORE I3-2330M CPU @ 2.20GHZ 4 1,972 7,888 Intel
190 CORE I7-14700K 28 Intel
191 12TH GEN CORE I7-12700KF 20 Intel