RESEARCH: HALOGENASES
FOLDING PROJECT #19203 PROFILE

PROJECT TEAM

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

WORK UNIT INFO

Atoms: 92,697
Core: 0xa8
Status: Public

Related Projects

TLDR; PROJECT SUMMARY AI BETA

Many new drugs use halogens (like chlorine or fluorine). Adding these can be tricky for scientists. The project relates to using computer models to predict where enzymes called 'halogenases' will add halogens to molecules, making drug development easier and safer.

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
Pharmacology / Medicinal Chemistry

Halogens are chemical elements that include fluorine, chlorine, bromine, and iodine. They are frequently used in drug development as they can influence a molecule's properties and interactions with biological targets.


pharmaceutically

Relating to the preparation, dispensing, or use of drugs.

Technical: Biotechnology
Pharmacology / Drug Development

This word refers to anything related to the creation, distribution, or application of medicines. It's a key concept in pharmacology and drug development.


ligand

A molecule that binds to a receptor or enzyme.

Scientific: Biotechnology
Pharmacology / Drug Action

Ligands are molecules that attach to specific receptors or enzymes in the body. They can trigger various biological responses, making them crucial for drug action.


scaffold

A basic structural framework for a molecule.

Technical: Biotechnology
Chemistry / Medicinal Chemistry

In chemistry, a scaffold is the core structure of a molecule. Medicinal chemists often use scaffolds as starting points to design new drugs.


regioselectivity

The preference of a reaction to form one product over others based on position.

Technical: Biotechnology
Chemistry / Organic Synthesis

Regioselectivity describes how a chemical reaction favors the formation of one specific product over others, depending on where the reaction occurs within a molecule.


halogenases

Enzymes that catalyze halogenation reactions.

Scientific: Biotechnology
Biochemistry / Enzyme Catalysis

Halogenases are specialized enzymes found in nature that facilitate the addition of halogens (like fluorine or chlorine) to other molecules.


Relative Binding Free Energy calculations

RBFE

Scientific: Biotechnology
Computational Biology / Drug Design

Relative Binding Free Energy calculations (RBFE) are a computational method used to predict the strength of binding between a molecule and a target (like a protein). This helps in designing new drugs.

PROJECT FOLDING PPD AVERAGES BY GPU

Data as of Sunday, 26 April 2026 03:26:12
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PROJECT FOLDING PPD AVERAGES BY CPU BETA

Data as of Sunday, 26 April 2026 03:26:12
Rank
Project
CPU Model Logical
Processors (LP)
PPD-PLP
AVG PPD per 1 LP
ALL LP-PPD
(Estimated)
Make
1 13TH GEN CORE I9-13900KS 32 31,390 1,004,480 Intel
2 RYZEN 9 5900X 12-CORE 24 25,912 621,888 AMD
3 RYZEN 7 7700X 8-CORE 16 36,930 590,880 AMD
4 12TH GEN CORE I7-12700K 20 22,163 443,260 Intel
5 RYZEN 9 5950X 16-CORE 32 13,398 428,736 AMD
6 RYZEN 7 5700G 16 24,726 395,616 AMD
7 RYZEN 7 3800X 8-CORE 16 23,906 382,496 AMD
8 RYZEN 7 5800X3D 8-CORE 16 22,896 366,336 AMD
9 RYZEN 9 3900XT 12-CORE 24 15,007 360,168 AMD
10 RYZEN 7 5700X 8-CORE 16 22,459 359,344 AMD
11 12TH GEN CORE I5-12600K 16 19,291 308,656 Intel
12 RYZEN 5 5600X 6-CORE 12 23,569 282,828 AMD
13 11TH GEN CORE I7-11700K @ 3.60GHZ 16 17,290 276,640 Intel
14 12TH GEN CORE I7-12700 20 13,677 273,540 Intel
15 RYZEN 7 5800X 8-CORE 16 14,829 237,264 AMD
16 CORE I7-9700K CPU @ 3.60GHZ 8 25,561 204,488 Intel
17 CORE I7-10700K CPU @ 3.80GHZ 16 12,545 200,720 Intel
18 RYZEN 5 3500 6-CORE 6 29,620 177,720 AMD
19 CORE I7-8700 CPU @ 3.20GHZ 12 14,648 175,776 Intel
20 RYZEN 5 3600X 6-CORE 12 14,052 168,624 AMD
21 XEON CPU E5-2697 V2 @ 2.70GHZ 24 6,975 167,400 Intel
22 XEON CPU E5-2698 V4 @ 2.20GHZ 16 9,973 159,568 Intel
23 RYZEN 7 3700X 8-CORE 16 9,079 145,264 AMD
24 RYZEN 9 5900 12-CORE 24 5,571 133,704 AMD
25 CORE I7-8705G CPU @ 3.10GHZ 8 16,461 131,688 Intel
26 CORE I7-6700 CPU @ 3.40GHZ 8 15,623 124,984 Intel
27 RYZEN 5 1600 SIX-CORE 12 10,034 120,408 AMD
28 RYZEN 5 3600 6-CORE 12 9,996 119,952 AMD
29 RYZEN 7 PRO 4750G 16 6,966 111,456 AMD
30 CORE I7-5930K CPU @ 3.50GHZ 12 9,194 110,328 Intel
31 CORE I7-4790K CPU @ 4.00GHZ 8 13,576 108,608 Intel
32 CORE I9-8950HK CPU @ 2.90GHZ 12 8,044 96,528 Intel
33 APPLE M1 PRO 10 9,557 95,570 Apple
34 APPLE M1 8 8,887 71,096 Apple
35 CORE I7-4770HQ CPU @ 2.20GHZ 8 8,629 69,032 Intel
36 CORE I5-4690 CPU @ 3.50GHZ 4 13,121 52,484 Intel
37 CORE I7-10510U CPU @ 1.80GHZ 8 6,386 51,088 Intel
38 CORE I7-5820K CPU @ 3.30GHZ 12 4,033 48,396 Intel
39 CORE I7-6700K CPU @ 4.00GHZ 8 5,659 45,272 Intel
40 CORE I5-4590 CPU @ 3.30GHZ 4 10,564 42,256 Intel
41 CORE I7-3770K CPU @ 3.50GHZ 8 4,372 34,976 Intel
42 CORE I5-2500K CPU @ 3.30GHZ 4 8,484 33,936 Intel
43 RYZEN 9 3900X 12-CORE 24 1,239 29,736 AMD
44 RYZEN 5 2400G 8 2,202 17,616 AMD
45 CORE I7-7700HQ CPU @ 2.80GHZ 8 1,574 12,592 Intel
46 CORE I3-6006U CPU @ 2.00GHZ 4 2,588 10,352 Intel
47 CORE I5-2450M CPU @ 2.50GHZ 4 2,170 8,680 Intel
48 XEON CPU @ 2.20GHZ 1 3,563 3,563 Intel
49 13TH GEN CORE I5-13600K 14 Intel