4.7 Article

Effect of Flexibility, Lipophilicity, and the Location of Polar Residues on the Passive Membrane Permeability of a Series of Cyclic Decapeptides

Journal

JOURNAL OF MEDICINAL CHEMISTRY
Volume 64, Issue 17, Pages 12761-12773

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.jmedchem.1c00775

Keywords

-

Funding

  1. Swiss National Science Foundation [200021-178762]
  2. Swiss National Science Foundation (SNF) [200021_178762] Funding Source: Swiss National Science Foundation (SNF)

Ask authors/readers for more resources

The study investigated the structure-permeability relationship of 24 cyclic decapeptides, revealing the complex interplay between polarity/lipophilicity and flexibility/rigidity, as well as possible compensating effects on permeability. The findings provide insights into understanding the permeability of cyclic peptides and extracting general guiding principles.
Cyclic peptides have received increasing attention over the recent years as potential therapeutics for undruggable targets. One major obstacle is, however, their often relatively poor bioavailability. Here, we investigate the structure-permeability relationship of 24 cyclic decapeptides that share the same backbone N-methylation pattern but differ in their side chains. The peptides cover a large range of values for passive membrane permeability as well as lipophilicity and solubility. To rationalize the observed differences in permeability, we extracted for each peptide the population of the membrane-permeable conformation in water from extensive explicit-solvent molecular dynamics simulations and used this as a metric for conformational rigidity or prefolding. The insights from the simulations together with lipophilicity measurements highlight the intricate interplay between polarity/lipophilicity and flexibility/rigidity and the possible compensating effects on permeability. The findings allow us to better understand the structure-permeability relationship of cyclic peptides and extract general guiding principles.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Chemistry, Medicinal

Ensembler: A Simple Package for Fast Prototyping and Teaching Molecular Simulations

Benjamin Ries, Stephanie M. Linker, David F. Hahn, Gerhard Konig, Sereina Riniker

Summary: Ensembler is a Python package for method prototyping and deepening understanding of different MD methods, improving shareability, comparability, and reproducibility of scientific code developments. The implementation and usage of the package, along with an application example for free-energy calculation, are freely available on GitHub.

JOURNAL OF CHEMICAL INFORMATION AND MODELING (2021)

Article Chemistry, Physical

Volume-scaled common nearest neighbor clustering algorithm with free-energy hierarchy

R. Gregor Weiss, Benjamin Ries, Shuzhe Wang, Sereina Riniker

Summary: The combination of MSM and MD simulations is a valuable approach for unraveling slow processes in molecular systems. This work introduces a specialized density-based clustering algorithm for Boltzmann-weighted data from MD simulations, which allows for a direct link to the free-energy notion.

JOURNAL OF CHEMICAL PHYSICS (2021)

Article Chemistry, Physical

Efficient Alchemical Intermediate States in Free Energy Calculations Using.-Enveloping Distribution Sampling

Gerhard Koenig, Benjamin Ries, Philippe H. Huenenberger, Sereina Riniker

Summary: Alchemical free energy calculations often require intermediate states along a coupling parameter lambda to ensure phase space overlap for converged results. The lambda-EDS scheme combines minimum variance pathway and EDS methods to improve sampling efficiency, allowing larger steps along the alchemical pathway and eliminating the need for soft-core potentials.

JOURNAL OF CHEMICAL THEORY AND COMPUTATION (2021)

Article Chemistry, Multidisciplinary

Comparative Performance of PETase as a Function of Reaction Conditions, Substrate Properties, and Product Accumulation

Erika Erickson, Thomas J. Shakespeare, Felicia Bratti, Bonnie L. Buss, Rosie Graham, McKenzie A. Hawkins, Gerhard Koenig, William E. Michener, Joel Miscall, Kelsey J. Ramirez, Nicholas A. Rorrer, Michael Zahn, Andrew R. Pickford, John E. McGeehan, Gregg T. Beckham

Summary: This study compares the performance of two types of PET-hydrolyzing enzymes and finds that reaction temperature has the strongest influence on their performance. Both enzymes achieve higher levels of PET conversion for substrates with moderate crystallinity, and show different inhibition profiles to product accumulation.

CHEMSUSCHEM (2022)

Review Chemistry, Organic

n-Butanol: An Ecologically and Economically Viable Extraction Solvent for Isolating Polar Products from Aqueous Solutions

Manfred T. Reetz, Gerhard Konig

Summary: This study discusses the advantages of using n-butanol as a solvent to extract polar compounds from aqueous solutions, citing its high efficiency and sustainability from biomass sources, making it appealing from a climate perspective.

EUROPEAN JOURNAL OF ORGANIC CHEMISTRY (2021)

Article Biochemistry & Molecular Biology

Mechanistic details of the actinobacterial lyase-catalyzed degradation reaction of 2-hydroxyisobutyryl-CoA

Michael Zahn, Gerhard Konig, Huy Viet Cuong Pham, Barbara Seroka, Ryszard Lazny, Guangli Yang, Ouathek Ouerfelli, Zenon Lotowski, Thore Rohwerder

Summary: This study determined the crystal structures of Actinobacterial 2-hydroxyacyl-CoA lyase, shedding light on its substrate binding and reaction mechanism. The catalytic cycle of the enzyme was structurally portrayed, and the role of residue E493 in the catalytic process was confirmed through mutations. Water molecules were also found to potentially contribute to proton transfer. The unique feature of a large C-terminal lid domain in this enzyme restricts substrate size. Overall, these findings provide important insights for biotechnological applications.

JOURNAL OF BIOLOGICAL CHEMISTRY (2022)

Article Biochemistry & Molecular Biology

Relative free-energy calculations for scaffold hopping-type transformations with an automated RE-EDS sampling procedure

Benjamin Ries, Karl Normak, R. Gregor Weiss, Salome Rieder, Emilia P. Barros, Candide Champion, Gerhard Konig, Sereina Riniker

Summary: This study presents an automated procedure for determining the parameters of the RE-EDS method, improving its robustness and usability. The performance of the method in calculating relative binding free energies is demonstrated through simulations of a series of checkpoint kinase 1 inhibitors.

JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN (2022)

Article Multidisciplinary Sciences

Rational prioritization strategy allows the design of macrolide derivatives that overcome antibiotic resistance

Gerhard Koenig, Pandian Sokkar, Niclas Pryk, Sascha Heinrich, David Moeller, Giuseppe Cimicata, Donna Matzov, Pascal Dietze, Walter Thiel, Anat Bashan, Julia Elisabeth Bandow, Johannes Zuegg, Ada Yonath, Frank Schulz, Elsa Sanchez-Garcia

Summary: Antibiotic resistance poses a major threat to global health, but computational methods can aid in the development of new antibacterial agents and provide rapid decision-making. The best-designed compounds exhibit excellent activity in both in vitro and in vivo experiments, showing promising inhibitory effects against priority pathogens identified by the World Health Organization.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

Article Multidisciplinary Sciences

Sourcing thermotolerant poly(ethylene terephthalate) hydrolase scaffolds from natural diversity

Erika Erickson, Japheth E. Gado, Luisana Avilan, Felicia Bratti, Richard K. Brizendine, Paul A. Cox, Raj Gill, Rosie Graham, Dong-Jin Kim, Gerhard Koenig, William E. Michener, Saroj Poudel, Kelsey J. Ramirez, Thomas J. Shakespeare, Michael Zahn, Eric S. Boyd, Christina M. Payne, Jennifer L. DuBois, Andrew R. Pickford, Gregg T. Beckham, John E. McGeehan

Summary: This study expands the number and diversity of thermotolerant scaffolds for enzymatic PET deconstruction by using bioinformatics and machine learning to mine 74 putative thermotolerant PET hydrolases. The study identifies new PET-active biocatalysts and discovers protein folds and accessory domains associated with PET deconstruction.

NATURE COMMUNICATIONS (2022)

Article Chemistry, Multidisciplinary

Concentration-Dependent Inhibition of Mesophilic PETases on Poly(ethylene terephthalate) Can Be Eliminated by Enzyme Engineering

Luisana Avilan, Bruce R. Lichtenstein, Gerhard Koenig, Michael Zahn, Mark D. Allen, Liliana Oliveira, Matilda Clark, Victoria Bemmer, Rosie Graham, Harry P. Austin, Graham Dominick, Christopher W. Johnson, Gregg T. Beckham, John E. McGeehan, Andrew R. Pickford

Summary: Enzyme-based depolymerization is a viable approach for recycling PET, but the concentration-dependent inhibition of IsPETase hinders its effectiveness. This study finds that the inhibition depends on incubation time, solution conditions, and PET surface area. Furthermore, this inhibition is also observed in other mesophilic PET-degrading enzymes, but not in the highly thermostable HotPETase. This work highlights the limitations of using natural mesophilic hydrolases for PET hydrolysis and the potential benefits of enhancing their thermostability.

CHEMSUSCHEM (2023)

Article Chemistry, Medicinal

Lessons for Oral Bioavailability: How Conformationally Flexible Cyclic Peptides Enter and Cross Lipid Membranes

Stephanie M. Linker, Christian Schellhaas, Anna S. Kamenik, Mac M. Veldhuizen, Franz Waibl, Hans-Jorg Roth, Marianne Fouche, Stephane Rodde, Sereina Riniker

Summary: Cyclic peptides offer potential as drug targets due to their unique properties, but their permeability through membranes remains a challenge. Using molecular simulations, this study reveals the mechanism of membrane permeation by cyclic peptides at an atomic level. The findings provide insights into the design considerations for the permeation process, including the role of side chains as molecular anchors and the formation of a permeable closed conformation.

JOURNAL OF MEDICINAL CHEMISTRY (2023)

Article Pharmacology & Pharmacy

Investigation of the Impact of Saccharides on the Relative Activity of Trypsin and Catalase after Droplet and Spray Drying

Johanna Dieplinger, Christina Moser, Gerhard Koenig, Joana T. Pinto, Amrit Paudel

Summary: This study investigated the effect of different saccharides on enzyme activity during protein drying. The results showed that trehalose dihydrate (TD) increased the activity of catalase, while hydroxypropyl beta-cyclodextrins (HPB) preserved the activity of trypsin during both miniaturized drying (MD) and spray drying (SD). Molecular docking and simulation revealed the difference in binding affinity between HP and HPB with trypsin. The experimental and modeling results shed light on the importance of protein and saccharide size in preserving activity during drying.

PHARMACEUTICS (2023)

Article Chemistry, Physical

Discovery, characterization, and metabolic engineering of Rieske non-heme iron monooxygenases for guaiacol O-demethylation

Alissa Bleem, Eugene Kuatsjah, Gerald N. Presley, Daniel J. Hinchen, Michael Zahn, David C. Garcia, William E. Michener, Gerhard Konig, Konstantinos Tornesakis, Marco N. Allemann, Richard J. Giannone, John E. McGeehan, Gregg T. Beckham, Joshua K. Michener

Summary: This study identified a Rieske-type guaiacol O-demethylase, GdmA, and its reductase partner GdmB in Novosphingobium aromaticivorans. The GdmAB combination showed high efficiency in guaiacol turnover, providing new options for microbial conversion of lignin-derived substrates.

CHEM CATALYSIS (2022)

Article Chemistry, Multidisciplinary

Testing and Optimizing the Drude Polarizable Force Field for Blocked Amino Acids Based on High-Level Quantum-Mechanical Energy Surfaces

Jinfeng Chen, Gerhard Konig

Summary: The study tested the ability of the CHARMM Drude polarizable force field to reproduce the conformational substates of amino acids, and improved the agreement with quantum-mechanical energy surfaces through reparameterization. The corrected force field showed similar average reorganization energies compared to the AM1 and PM3 semi-empirical methods.

JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY (2022)

No Data Available