A metric space approach to the information channel capacity of spike trains.

A novel method is presented for calculating the information channel capacity of spike trains. This method works by fitting a χ-distribution to the distribution of distances between responses to the same stimulus: the χ-distribution is the length distribution for a vector of Gaussian variables. The dimension of this vector defines an effective dimension for the noise and by rephrasing the problem in terms of distance based quantities, this allows the channel capacity to be calculated. As an example, the capacity is calculated for a data set recorded from auditory neurons in zebra finch.

Near-infrared surface-enhanced-Raman-scattering-mediated detection of single optically trapped bacterial spores.

A novel methodology has been developed for the investigation of bacterial spores. Specifically, this method has been used to probe the spore coat composition of two different Bacillus stearothermophilus variants. This technique may be useful in many applications; most notably, development of novel detection schemes toward potentially harmful bacteria. This method would also be useful as an ancillary environmental monitoring system where sterility is of importance (i.e., food preparation areas as well as invasive and minimally invasive medical applications). This unique detection scheme is based on the near-infrared (NIR) surface-enhanced Raman scattering (SERS) from single, optically trapped, bacterial spores. The SERS spectra of bacterial spores in aqueous media have been measured using SERS substrates based on approximately 60-nm-diameter gold colloids bound to 3-aminopropyltriethoxysilane derivatized glass. The light from a 787-nm laser diode was used to trap and manipulate as well as simultaneously excite the SERS of an individual bacterial spore. The collected SERS spectra were examined for uniqueness and the applicability of this technique for the strain discrimination of Bacillus stearothermophilus spores. Comparison of normal Raman and SERS spectra reveals not only an enhancement of the normal Raman spectral features but also the appearance of spectral features absent in the normal Raman spectrum.

Chitosan scaffolds for biomolecular assembly: coupling nucleic acid probes for detecting hybridization.

Chitosan, a naturally occurring biopolymer, was used as a scaffold for the covalent binding of single-stranded DNA oligonucleotide probes in a fluorescence-based nucleic acid hybridization assay. Chitosan's pH dependent chemical and electrostatic properties enable its deposition on electrodes and metal surfaces, as well as on the bottom of microtiter plates. A combinatorial 96-well microtiter plate format was used to optimize chemistries and reaction conditions leading to hybridization experiments. We found the coupling of oligonucleotides using relatively common glutaraldehyde chemistry was quite robust. Our hybridization results for complementary ssDNA oligonucleotides (E. coli dnaK sequences) demonstrated linear fluorescence intensity with concentration of E. coli dnaK-specific oligonucleotide from 0.73 microM to 6.6 microM. Moreover, hybridization assays were specific as there was minimal fluorescence associated with noncomplementary groEL oligonucleotide. Finally, these results demonstrate the portability of a DNA hybridization assay based on covalent coupling to chitosan, which, in turn, can be deposited onto various surfaces. More arduous surface preparation techniques involving silanizing agents and hazardous washing reagents are eliminated using this technique.