Analysis of patchclamp recordings: model-free multiscale methods and software.

Analysis of patchclamp recordings is often a challenging issue. We give practical guidance how such recordings can be analyzed using the model-free multiscale idealization methodology JSMURF, JULES, and HILDE. We provide an operational manual how to use the accompanying software available as an R-package and as a graphical user interface. This includes selection of the right approach and tuning of parameters. We also discuss advantages and disadvantages of model-free approaches in comparison to hidden Markov model approaches and explain how they complement each other.

An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding.

Gram-negative bacteria cause the majority of highly drug-resistant bacterial infections. To cross the outer membrane of the complex Gram-negative cell envelope, antibiotics permeate through porins, trimeric channel proteins that enable the exchange of small polar molecules. Mutations in porins contribute to the development of drug-resistant phenotypes. In this work, we show that a single point mutation in the porin PorB from Neisseria meningitidis, the causative agent of bacterial meningitis, can strongly affect the binding and permeation of beta-lactam antibiotics. Using X-ray crystallography, high-resolution electrophysiology, atomistic biomolecular simulation, and liposome swelling experiments, we demonstrate differences in drug binding affinity, ion selectivity and drug permeability of PorB. Our work further reveals distinct interactions between the transversal electric field in the porin eyelet and the zwitterionic drugs, which manifest themselves under applied electric fields in electrophysiology and are altered by the mutation. These observations may apply more broadly to drug-porin interactions in other channels. Our results improve the molecular understanding of porin-based drug-resistance in Gram-negative bacteria.

Heterogeneous Idealization of Ion Channel Recordings - Open Channel Noise.

We propose a new model-free segmentation method for idealizing ion channel recordings. This method is designed to deal with heterogeneity of measurement errors. This in particular applies to open channel noise which, in general, is particularly difficult to cope with for model-free approaches. Our methodology is able to deal with lowpass filtered data which provides a further computational challenge. To this end we propose a multiresolution testing approach, combined with local deconvolution to resolve the lowpass filter. Simulations and statistical theory confirm that the proposed idealization recovers the underlying signal very accurately at presence of heterogeneous noise, even when events are shorter than the filter length. The method is compared to existing approaches in computer experiments and on real data. We find that it is the only one which allows to identify openings of the PorB porine at two different temporal scales. An implementation is available as an R package.

High-resolution experimental and computational electrophysiology reveals weak ß-lactam binding events in the porin PorB.

The permeation of most antibiotics through the outer membrane of Gram-negative bacteria occurs through porin channels. To design drugs with increased activity against Gram-negative bacteria in the face of the antibiotic resistance crisis, the strict constraints on the physicochemical properties of the permeants imposed by these channels must be better understood. Here we show that a combination of high-resolution electrophysiology, new noise-filtering analysis protocols and atomistic biomolecular simulations reveals weak binding events between the ß-lactam antibiotic ampicillin and the porin PorB from the pathogenic bacterium Neisseria meningitidis. In particular, an asymmetry often seen in the electrophysiological characteristics of ligand-bound channels is utilised to characterise the binding site and molecular interactions in detail, based on the principles of electro-osmotic flow through the channel. Our results provide a rationale for the determinants that govern the binding and permeation of zwitterionic antibiotics in porin channels.

Fully Automatic Multiresolution Idealization for Filtered Ion Channel Recordings: Flickering Event Detection.

We propose a new model-free segmentation method, JULES, which combines recent statistical multiresolution techniques with local deconvolution for idealization of ion channel recordings. The multiresolution criterion takes into account scales down to the sampling rate enabling the detection of flickering events, i.e., events on small temporal scales, even below the filter frequency. For such small scales the deconvolution step allows for a precise determination of dwell times and, in particular, of amplitude levels, a task which is not possible with common thresholding methods. This is confirmed theoretically and in a comprehensive simulation study. In addition, JULES can be applied as a preprocessing method for a refined hidden Markov analysis. Our new methodology allows us to show that gramicidin A flickering events have the same amplitude as the slow gating events. JULES is available as an R function jules in the package clampSeg.

Analysis of the COL3A1 gene in patients with spontaneous cervical artery dissections.

The etiology of spontaneous cervical artery dissection (sCAD) is unknown. An underlying connective tissue disorder has been suggested. As a collagen disease is conceivable several genes encoding fibrillar collagens have been condsidered as candidate genes for sCAD. We analysed the COL3A1 gene in patients with spontaneous cervical artery dissection (sCAD) and in healthy controls, using three different genetic methods. 1) The promoter region, the 5' and 3' untranscribed regions and the N- and C- peptide encoding regions were studied by direct sequencing analysis of DNA from 12 patients. 2) A possible association of sCAD and the COL3A1 gene was tested for with 5 different DNA polymorphisms in 45 patients and 50 healthy control subjects. 3) DNA samples from a father and his two daughters, all suffering from spontaneous dissections of a cervical artery, were analysed with CA-repeat markers that flank the COL3A1 locus. No disease-causing mutations were found in an extended sequence analysis of the COL3A1 gene in patients with sCAD. However, we identified a single nucleotid polymorphism (SNP) in the promotor region in 2 patients and a 2 bp deletion in the 3' UTR in 7 patients. These sequence variants were also found among 50 healthy subjects. An analysis of multiple DNA polymorphisms of the COL3A1 locus in patients and healthy control persons did not indicate a significant association of sCAD with COL3A1. A deletion polymorphism in the 3' UTR was, however, found more often amongst patients with sCAD. The possible linkage of a hypothetical disease mutation with the COL3A1 locus was tested in a small family with three affected patients. As the affected daughters did not inherit the same COL3A1 allele from their affected father (LOD < - 2.3) COL3A1 was excluded as a disease gene in this family. This study confirms and extends earlier work which suggests that COL3A1 mutations are not a major cause for isolated sCAD.