M. P. Silva, C. G. Rodrigues, D. C. Machado, R. A. Nogueira
{"title":"Long-term memory in Staphylococcus aureus α-hemolysin ion channel kinetics","authors":"M. P. Silva, C. G. Rodrigues, D. C. Machado, R. A. Nogueira","doi":"10.1007/s00249-023-01675-8","DOIUrl":null,"url":null,"abstract":"<div><p>The kinetics of an ion channel are classically understood as a random process. However, studies have shown that in complex ion channels, formed by multiple subunits, this process can be deterministic, presenting long-term memory. <i>Staphylococcus aureus</i> α-hemolysin (α-HL) is a toxin that acts as the major factor in <i>Staphylococcus aureus</i> virulence. α-HL is a water-soluble protein capable of forming ion channels into lipid bilayers, by insertion of an amphipathic β-barrel. Here, the α-HL was used as an experimental model to study memory in ion channel kinetics. We applied the approximate entropy (ApEn) approach to analyze randomness and the Detrended Fluctuation Analysis (DFA) to investigate the existence of long memory in α-HL channel kinetics. Single-channel currents were measured through experiments with α-HL channels incorporated in planar lipid bilayers. All experiments were carried out under the following conditions: 1 M NaCl solution, pH 4.5; transmembrane potential of + 40 mV and temperature 25 ± 1 °C. Single-channel currents were recorded in real-time in the memory of a microcomputer coupled to an A/D converter and a patch-clamp amplifier. The conductance value of the α-HL channels was 0.82 ± 0.0025 nS (<i>n</i> = 128). The DFA analysis showed that the kinetics of α-HL channels presents long-term memory (<span>\\({\\text{DFA}}_{{\\upalpha }}\\)</span> = 0.63 ± 0.04). The ApEn outcomes showed low complexity to dwell times when open (ApEn<sub>o</sub> = 0.5514 ± 0.28) and closed (ApEn<sub>c</sub> = 0.1145 ± 0.08), corroborating the results of the DFA method.</p></div>","PeriodicalId":548,"journal":{"name":"European Biophysics Journal","volume":"52 8","pages":"661 - 671"},"PeriodicalIF":2.2000,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Biophysics Journal","FirstCategoryId":"2","ListUrlMain":"https://link.springer.com/article/10.1007/s00249-023-01675-8","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 0
Abstract
The kinetics of an ion channel are classically understood as a random process. However, studies have shown that in complex ion channels, formed by multiple subunits, this process can be deterministic, presenting long-term memory. Staphylococcus aureus α-hemolysin (α-HL) is a toxin that acts as the major factor in Staphylococcus aureus virulence. α-HL is a water-soluble protein capable of forming ion channels into lipid bilayers, by insertion of an amphipathic β-barrel. Here, the α-HL was used as an experimental model to study memory in ion channel kinetics. We applied the approximate entropy (ApEn) approach to analyze randomness and the Detrended Fluctuation Analysis (DFA) to investigate the existence of long memory in α-HL channel kinetics. Single-channel currents were measured through experiments with α-HL channels incorporated in planar lipid bilayers. All experiments were carried out under the following conditions: 1 M NaCl solution, pH 4.5; transmembrane potential of + 40 mV and temperature 25 ± 1 °C. Single-channel currents were recorded in real-time in the memory of a microcomputer coupled to an A/D converter and a patch-clamp amplifier. The conductance value of the α-HL channels was 0.82 ± 0.0025 nS (n = 128). The DFA analysis showed that the kinetics of α-HL channels presents long-term memory (\({\text{DFA}}_{{\upalpha }}\) = 0.63 ± 0.04). The ApEn outcomes showed low complexity to dwell times when open (ApEno = 0.5514 ± 0.28) and closed (ApEnc = 0.1145 ± 0.08), corroborating the results of the DFA method.
期刊介绍:
The journal publishes papers in the field of biophysics, which is defined as the study of biological phenomena by using physical methods and concepts. Original papers, reviews and Biophysics letters are published. The primary goal of this journal is to advance the understanding of biological structure and function by application of the principles of physical science, and by presenting the work in a biophysical context.
Papers employing a distinctively biophysical approach at all levels of biological organisation will be considered, as will both experimental and theoretical studies. The criteria for acceptance are scientific content, originality and relevance to biological systems of current interest and importance.
Principal areas of interest include:
- Structure and dynamics of biological macromolecules
- Membrane biophysics and ion channels
- Cell biophysics and organisation
- Macromolecular assemblies
- Biophysical methods and instrumentation
- Advanced microscopics
- System dynamics.