RESEARCH: HALOGENASE-BIOCATALYSIS
FOLDING PROJECT #19230 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 6,273
Core: 0xa8
Status: Public

TLDR; PROJECT SUMMARY AI BETA

Many medicines use halogens (like chlorine or bromine). Adding these can be tricky and sometimes makes toxic waste. Scientists are studying special enzymes called halogenases to make this process safer and more precise. This project uses computer models to predict how well different enzymes work on common molecules, helping us 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 fluorine (F), chlorine (Cl), bromine (Br), and iodine (I).

Technical: Biotechnology
Pharmaceuticals / Medicinal Chemistry

Halogens are elements found in Group 17 of the periodic table. They include fluorine, chlorine, bromine, and iodine. In pharmaceuticals, halogens are often used as substituents on drug molecules because they can influence a drug's properties, such as its ability to bind to target proteins.


ligand

A molecule that binds to a protein or other biomolecule.

Scientific: Biotechnology
Pharmaceuticals / Medicinal Chemistry

In pharmacology, a ligand is any molecule that can bind to a specific receptor site on a protein. This binding interaction can trigger a variety of cellular responses. Ligands are essential for many biological processes, including signal transduction and enzymatic activity.


pharmaceutically active

Producing a desired therapeutic effect.

Technical: Biotechnology
Pharmaceuticals / Drug Development

A drug is considered pharmaceutically active when it produces a desired biological or therapeutic effect in the body. This effect can be anything from pain relief to lowering blood pressure.


regioselectivity

The preferential formation of one isomer over others.

Scientific: Biotechnology, Pharmaceuticals
Chemistry / Organic Chemistry

Regioselectivity is a key concept in organic chemistry that describes the tendency of a chemical reaction to preferentially form one isomer (structural variant) over others. In drug synthesis, regioselectivity is crucial for producing the desired active compound.


byproducts

Substances formed as a result of a chemical reaction.

Technical: Biotechnology, Pharmaceuticals
Chemistry / Reaction Mechanisms

Byproducts are additional substances that are produced during a chemical reaction. They are often unwanted and need to be removed from the desired product.


halogenases

Enzymes that catalyze halogenation reactions.

Scientific: Biotechnology, Pharmaceuticals
Biochemistry / Enzymology

Halogenases are a class of enzymes that play a vital role in the biosynthesis of natural products. They catalyze the addition of halogens (fluorine, chlorine, bromine, or iodine) to organic molecules. These enzymes have gained significant interest in pharmaceutical research due to their potential for developing more sustainable and efficient methods for halogenation.


Relative Binding Free Energy calculations (RBFE)

A computational method for predicting the binding affinity of a molecule to a target.

Scientific: Biotechnology, Pharmaceuticals
Bioinformatics / Molecular Modeling

RBFE calculations are used in drug discovery and development to estimate how strongly a potential drug molecule binds to its target protein. This information is crucial for selecting promising drug candidates for further testing.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:25:39
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PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:25:39
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 RYZEN THREADRIPPER 3990X 64-CORE 64 9,356 598,784 AMD
2 RYZEN 5 7600X 6-CORE 12 47,944 575,328 AMD
3 RYZEN 9 7900 12-CORE 24 22,723 545,352 AMD
4 RYZEN THREADRIPPER 3960X 24-CORE 48 10,867 521,616 AMD
5 RYZEN 7 7700X 8-CORE 16 31,615 505,840 AMD
6 RYZEN 7 7800X3D 8-CORE 16 30,152 482,432 AMD
7 RYZEN 5 7600 6-CORE 12 39,335 472,020 AMD
8 RYZEN 7 7840HS W/ RADEON 780M GRAPHICS 16 29,317 469,072 AMD
9 RYZEN 9 7950X 16-CORE 32 13,900 444,800 AMD
10 RYZEN 7 5800X 8-CORE 16 27,286 436,576 AMD
11 RYZEN 9 7900X 12-CORE 24 17,511 420,264 AMD
12 RYZEN 7 3800X 8-CORE 16 26,086 417,376 AMD
13 RYZEN 7 5800X3D 8-CORE 16 26,003 416,048 AMD
14 RYZEN 7 5700X 8-CORE 16 25,177 402,832 AMD
15 RYZEN 9 5950X 16-CORE 32 12,042 385,344 AMD
16 CORE I9-14900K 32 11,957 382,624 Intel
17 XEON GOLD 6146 CPU @ 3.20GHZ 48 6,885 330,480 Intel
18 12TH GEN CORE I7-12700F 20 16,321 326,420 Intel
19 RYZEN 9 3950X 16-CORE 32 9,797 313,504 AMD
20 RYZEN 9 5900X 12-CORE 24 12,851 308,424 AMD
21 CORE I9-10900X CPU @ 3.70GHZ 20 15,031 300,620 Intel
22 RYZEN 7 5700G 16 18,736 299,776 AMD
23 CORE I5-14600K 20 14,800 296,000 Intel
24 12TH GEN CORE I7-12700K 20 14,001 280,020 Intel
25 13TH GEN CORE I5-13600K 14 19,264 269,696 Intel
26 RYZEN 9 7950X3D 16-CORE 32 8,361 267,552 AMD
27 RYZEN 5 5600 6-CORE 12 20,716 248,592 AMD
28 12TH GEN CORE I5-12400 12 20,131 241,572 Intel
29 CORE I7-7820X CPU @ 3.60GHZ 16 13,116 209,856 Intel
30 RYZEN 5 5600X 6-CORE 12 17,036 204,432 AMD
31 13TH GEN CORE I7-13700 24 8,509 204,216 Intel
32 RYZEN 9 3900X 12-CORE 24 8,436 202,464 AMD
33 CORE I7-10700K CPU @ 3.80GHZ 16 12,402 198,432 Intel
34 RYZEN 5 7640HS W/ RADEON 760M GRAPHICS 12 16,449 197,388 AMD
35 RYZEN 9 5900 12-CORE 24 7,771 186,504 AMD
36 RYZEN 9 6900HS 16 11,249 179,984 AMD
37 RYZEN 5 5500 12 12,983 155,796 AMD
38 CORE I7-9700 CPU @ 3.00GHZ 8 19,156 153,248 Intel
39 11TH GEN CORE I7-11700F @ 2.50GHZ 16 9,085 145,360 Intel
40 APPLE M2 8 17,518 140,144 Apple
41 XEON GOLD 5120 CPU @ 2.20GHZ 28 4,941 138,348 Intel
42 RYZEN 7 2700X EIGHT-CORE 16 8,533 136,528 AMD
43 RYZEN 5 5600G 12 10,747 128,964 AMD
44 CORE I9-7920X CPU @ 2.90GHZ 24 5,291 126,984 Intel
45 RYZEN 7 3700X 8-CORE 16 7,835 125,360 AMD
46 CORE I7-5930K CPU @ 3.50GHZ 12 10,426 125,112 Intel
47 CORE I9-9900K CPU @ 3.60GHZ 16 7,560 120,960 Intel
48 RYZEN 7 8700G W/ RADEON 780M GRAPHICS 16 7,149 114,384 AMD
49 CORE I9-8950HK CPU @ 2.90GHZ 12 8,983 107,796 Intel
50 CORE I7-7700K CPU @ 4.20GHZ 8 13,030 104,240 Intel
51 13TH GEN CORE I7-13700K 24 4,254 102,096 Intel
52 CORE I7-4930K CPU @ 3.40GHZ 12 7,830 93,960 Intel
53 XEON CPU E3-1270 V5 @ 3.60GHZ 8 11,526 92,208 Intel
54 RYZEN 5 PRO 4650G 12 7,358 88,296 AMD
55 RYZEN 9 3900XT 12-CORE 24 3,677 88,248 AMD
56 CORE I7-8700K CPU @ 3.70GHZ 12 7,226 86,712 Intel
57 CORE I7-4770HQ CPU @ 2.20GHZ 8 10,653 85,224 Intel
58 CORE I7-6700K CPU @ 4.00GHZ 8 10,565 84,520 Intel
59 CORE I7-8700 CPU @ 3.20GHZ 12 6,870 82,440 Intel
60 11TH GEN CORE I9-11900F @ 2.50GHZ 16 5,126 82,016 Intel
61 12TH GEN CORE I7-12700H 20 4,024 80,480 Intel
62 CORE I7-10700T CPU @ 2.00GHZ 16 4,851 77,616 Intel
63 RYZEN 5 3600 6-CORE 12 6,427 77,124 AMD
64 EPYC 7543P 32-CORE 8 8,878 71,024 AMD
65 CORE I7-8700T CPU @ 2.40GHZ 12 5,834 70,008 Intel
66 APPLE M3 8 8,707 69,656 Apple
67 CORE I7-3770 CPU @ 3.40GHZ 8 8,491 67,928 Intel
68 CORE I5-7500 CPU @ 3.40GHZ 4 14,660 58,640 Intel
69 APPLE M2 PRO 10 5,648 56,480 Apple
70 13TH GEN CORE I7-1370P 20 2,655 53,100 Intel
71 CORE I7-9750H CPU @ 2.60GHZ 12 4,402 52,824 Intel
72 RYZEN 5 5500U 12 4,371 52,452 AMD
73 CORE I7-14700K 28 1,776 49,728 Intel
74 XEON CPU E5-2650 0 @ 2.00GHZ 16 3,046 48,736 Intel
75 CORE I5-9300H CPU @ 2.40GHZ 8 5,513 44,104 Intel
76 11TH GEN CORE I5-1135G7 @ 2.40GHZ 8 5,374 42,992 Intel
77 APPLE M2 MAX 12 3,423 41,076 Apple
78 13TH GEN CORE I7-1355U 12 3,346 40,152 Intel
79 RYZEN 7 3750H 8 5,018 40,144 AMD
80 CORE I7-4770K CPU @ 3.50GHZ 8 4,978 39,824 Intel
81 CORE I7-2600 CPU @ 3.40GHZ 8 4,871 38,968 Intel
82 APPLE M1 PRO 10 3,887 38,870 Apple
83 CORE I7-8665U CPU @ 1.90GHZ 8 4,768 38,144 Intel
84 11TH GEN CORE I7-1185G7 @ 3.00GHZ 8 4,755 38,040 Intel
85 RYZEN 7 4800U 16 2,228 35,648 AMD
86 CORE I7-7700HQ CPU @ 2.80GHZ 8 3,921 31,368 Intel
87 CORE I5-10400F CPU @ 2.90GHZ 12 2,502 30,024 Intel
88 12TH GEN CORE I5-12600KF 16 1,662 26,592 Intel
89 CORE I7 CPU 975 @ 3.33GHZ 8 2,868 22,944 Intel
90 APPLE M1 8 2,775 22,200 Apple
91 CORE I3-4160T CPU @ 3.10GHZ 4 5,137 20,548 Intel
92 CORE I7-6700 CPU @ 3.40GHZ 8 1,858 14,864 Intel
93 CORE I7-8550U CPU @ 1.80GHZ 8 1,800 14,400 Intel
94 CORE I7-14650HX 24 302 7,248 Intel