Probing Passive Permeation of Tetracycline: Are Simulations Ready for beyond-Rule-of-Five Drug Permeability Calculation?

Passive permeation across lipid membranes is a key determinant of drug bioavailability and efficacy. Accurate computational estimation of drug permeability is essential for rational drug design, yet remains challenging, particularly for ionizable and beyond-Rule-of-Five (bRo5) compounds. In this study, we employ advanced molecular simulations and the inhomogeneous solubility-diffusion model to calculate the effective permeability and elucidate the membrane permeation mechanism of the antibiotic tetracycline (TC), the six hydrogen-bond donors of which violates one of Lipinski's Rule-of-Five. By integrating the pH-partitioning and Boltzmann-weighted average potential schemes and accounting for both its neutral (TC<sub>N</sub>) and zwitterionic (TC<sub>Z</sub>) tautomers, we show that the dominant contribution to the effective permeability of TC arises from TC<sub>N</sub>, despite its low abundance. This result is attributed to the relatively small permeation barrier of TC<sub>N</sub>, explaining why the antibiotic exhibits moderate effective permeability even though it predominantly exists in the zwitterionic form at neutral pH. A further systematic investigation reveals that membrane patch size significantly impacts permeability estimates for TC, in contrast to the relative insensitivity observed for three other permeants. This unique sensitivity can be attributed to the hydrogen-bond network formed between TC and its lipid environment, with the smallest 32-POPC patch artificially raising the drug molecule's permeation barrier and the largest 256-POPC patch exhibiting significant hysteresis that compromises the quality of the one-dimensional free-energy calculation. Overall, our results suggest that while probing the passive permeation of bRo5 drugs by molecular simulations appears increasingly feasible, the protonation and tautomeric states of the permeants, the uncertainty in their microscopic acid dissociation constants, as well as the potential impact of membrane patch-size effects need to be fully considered in permeability predictions for these complex molecules.

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Journal
The Journal of Physical Chemistry B
Published
2025-10-03
DOI
https://doi.org/10.1021/acs.jpcb.5c05445
Primary Topic
Drug Transport and Resistance Mechanisms
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article
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article

Probing Passive Permeation of Tetracycline: Are Simulations Ready for beyond-Rule-of-Five Drug Permeability Calculation?

Yajing Qi, Christophe Chipot, Yi Wang
The Journal of Physical Chemistry B
Drug Transport and Resistance Mechanisms
article

Probing Passive Permeation of Tetracycline: Are Simulations Ready for beyond-Rule-of-Five Drug Permeability Calculation?

Yajing Qi, Christophe Chipot, Yi Wang
article en

Abstract

Passive permeation across lipid membranes is a key determinant of drug bioavailability and efficacy. Accurate computational estimation of drug permeability is essential for rational drug design, yet remains challenging, particularly for ionizable and beyond-Rule-of-Five (bRo5) compounds. In this study, we employ advanced molecular simulations and the inhomogeneous solubility-diffusion model to calculate the effective permeability and elucidate the membrane permeation mechanism of the antibiotic tetracycline (TC), the six hydrogen-bond donors of which violates one of Lipinski's Rule-of-Five. By integrating the pH-partitioning and Boltzmann-weighted average potential schemes and accounting for both its neutral (TC<sub>N</sub>) and zwitterionic (TC<sub>Z</sub>) tautomers, we show that the dominant contribution to the effective permeability of TC arises from TC<sub>N</sub>, despite its low abundance. This result is attributed to the relatively small permeation barrier of TC<sub>N</sub>, explaining why the antibiotic exhibits moderate effective permeability even though it predominantly exists in the zwitterionic form at neutral pH. A further systematic investigation reveals that membrane patch size significantly impacts permeability estimates for TC, in contrast to the relative insensitivity observed for three other permeants. This unique sensitivity can be attributed to the hydrogen-bond network formed between TC and its lipid environment, with the smallest 32-POPC patch artificially raising the drug molecule's permeation barrier and the largest 256-POPC patch exhibiting significant hysteresis that compromises the quality of the one-dimensional free-energy calculation. Overall, our results suggest that while probing the passive permeation of bRo5 drugs by molecular simulations appears increasingly feasible, the protonation and tautomeric states of the permeants, the uncertainty in their microscopic acid dissociation constants, as well as the potential impact of membrane patch-size effects need to be fully considered in permeability predictions for these complex molecules.

The Journal of Physical Chemistry BVol. 129(41)
University of Illinois Urbana-Champaign (US), Chinese University of Hong Kong (HK), University of Chicago (US), Centre National pour la Recherche Scientifique et Technique (CNRST) (MA), Institute of Theoretical Physics (CN), Université de Lorraine (FR)
Openalex Percentile: Top 62%
Drug Transport and Resistance Mechanisms
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