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Use of artificial neural networks for the evaluation UV-Vis spectra of adenine and cytosine in mixtures

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F02%3A00006278" target="_blank" >RIV/00216224:14310/02:00006278 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Use of artificial neural networks for the evaluation UV-Vis spectra of adenine and cytosine in mixtures

  • Original language description

    Recently we have demonstrated advantages of artificial neural networks (ANNs) for quantification of nucleic acid bases mixtures from overlapping voltammetric signals. In this work ANNs were applied to analyze adenine-cytosine mixtures from UV-Vis spectra. Spectra of these compounds are highly similar (lambda max 261 and 270nm, respectively) and common spectral approaches of analysis are failing. The optimal ANN architecture, able to model the system, was established. Software of ANNs method was from TRAJAN 6 program. Using the suitable experimental design with soft ANN modeling adenine - cytosine mixtures can be quantified with an excellent precision (less than 1%). Generally, ANNs open many possibilities for the analysis of mixtures of biologically important substances with very overlapped signals, even without the explicit knowledge of their behavior.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    CB - Analytical chemistry, separation

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/IAA1163201" target="_blank" >IAA1163201: Application of adsorptive transfer and elemination techniques in oligonucleotides and nucleic acids analysis.</a><br>

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2002

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Chemické listy

  • ISBN

    0009-2770

  • ISSN

  • e-ISSN

  • Number of pages

    1

  • Pages from-to

    482

  • Publisher name

    Česká společnost chemická

  • Place of publication

    Praha

  • Event location

    30.6. - 4.7. 2002, Brno, Česká republika

  • Event date

    Jan 1, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article