Study of Olfactory Bulb time response by using multivariate image analysis tools

I Montoliu, A Pardo, KC Persaud, S Marco

    Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

    Abstract

    In the study of the functionality of the Olfactory Bulb (OB), the recording
    of images can be of utility to achieve better comprehension
    of its mechanisms. This process of image recording is not easy, and
    specific methodologies must be developed, both from the preparative
    aspects at a tissue level and from microscopy image recording. The
    information obtained in this way provides not only spatial information,
    concerning to the OB parts active during the sensing stimulus.
    Additionally, it can provide temporal information related with this
    one, if the data acquisition tool is fast enough. With the development
    of microscope spectrometers, the use of Data Processing methods
    commonly used in chemometrics such bilinear and three-way modelling
    have experimented an increase on its application onto this specific
    kind of data. The expansion in this field has been followed by the
    development of more generic image processing applications based on
    these methods, and their further application to chemical problems.
    In this work, it is presented the application of data processing methods
    such Multiway Principal Component Analysis (MPCA) and
    Multivariate Curve Resolution (MCR) to different series of images,
    recorded after the stimulation of the OB from frogs (Rana temporaria)
    stained using a voltage-sensitive dye with different odorants. The
    response of these stimulus was recorded using a fast CCD device attached
    to a epifluorescent microscope, to follow the response in real
    time. The results obtained present both techniques as a diagnostic
    tool to evaluate the temporal evolution of the signal after the stimulus, to discriminate if there exist different sources of oscillation
    and if it is possible to relate these sources of oscillation with zones of
    the image corresponding to glomeruli.
    Original languageEnglish
    Title of host publicationChemical Senses
    PagesE33-E34
    Number of pages2
    Volume31
    Edition8
    DOIs
    Publication statusPublished - 1 Oct 2006
    Event17th Congress of the European Chemoreception Research Organization - Granada, Spain
    Duration: 4 Sept 20068 Sept 2006

    Conference

    Conference17th Congress of the European Chemoreception Research Organization
    Abbreviated titleECRO 2006
    Country/TerritorySpain
    CityGranada
    Period4/09/068/09/06

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