• DocumentCode
    590211
  • Title

    A new algorithm for quantitative deciphering of pre-mature MiRNAs using some statistical parameters

  • Author

    Nath, Jonathan ; Nath, Asoke

  • Author_Institution
    Dept. of Comput. Sci., Jogesh Chandra Chaudhuri Coll., Kolkata, India
  • fYear
    2012
  • fDate
    Oct. 30 2012-Nov. 2 2012
  • Firstpage
    595
  • Lastpage
    601
  • Abstract
    It is now a prime research area to understand microRNA (miRNA) in a quantitative manner. The researchers across the globe have been working on quantitative estimation of microRNA (miRNA) from different angles. Our present study would be a new addition in the present scenario. The miRNAs are non-coding short ribonucleic acid (RNA) molecules, approximately ~25 nucleotides long. MiRNAs help in understanding the entire scope of post-transcriptional gene regulation. MiRNAs regulate numerous cellular processes and have roles in tissue remodeling. In the present work the authors made an exhaustive study on deciphering the inherent statistical behavior in pre-mature miRNA strings through few statistical parameters namely Hurst Exponent values, Variance, Poly String Mean and Poly String Standard Deviation. These four parameters not only quantify miRNA but also classify the miRNA strings. In the present work the authors have to tried to explore the quantification and classification based on statistical results on nucleotide strings of pre-mature miRNAs of the three organisms Homo sapiens (hsa), Macaca mulatta (mml) and Pan troglodytes (ptr).
  • Keywords
    RNA; biological tissues; cellular biophysics; genetics; molecular biophysics; statistical analysis; Homo sapiens; Hurst exponent values; Macaca mulatta; Pan troglodytes; cellular processes; hsa; microRNA; mml; noncoding short ribonucleic acid molecules; nucleotide strings; organisms; poly string mean parameters; poly string standard deviation; post-transcriptional gene regulation; premature miRNA strings; ptr; quantitative deciphering; statistical behavior; statistical parameters; tissue remodeling; variance; Communications technology; Computer science; Educational institutions; Organisms; Proteins; RNA; Standards; has; microRNA; mml; ptr;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies (WICT), 2012 World Congress on
  • Conference_Location
    Trivandrum
  • Print_ISBN
    978-1-4673-4806-5
  • Type

    conf

  • DOI
    10.1109/WICT.2012.6409146
  • Filename
    6409146