Archive

IJASM Latest News

Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org



Our Journals

  • IJECCE
    IJECCE
  • IJEIR
    IJEIR
  • IJAIR
    IJAIR
  • IJAIM
    IJAIM
  • IJISM
    IJISM
  • IJRAS
    IJRAS
  • IJIRES
    IJIRES
  • IJRIES
    IJRIES
  • IJASM
    IJASM

Computational Analysis of Microarray Data Using Lӧwdin Orthogonalization Methods

  • Annavarapu, Ramesh Naidu
Microarray experiments are providing unprecedented quantities of genome-wide data on the gene expression patterns and their underlying regulatory mechanisms. Through microarray data analysis, one can gain better insights into understanding of gene expression profiles and their various regulatory functions. Various computational tools, such as the singular value decomposition, principal component analysis and independent component analysis etc., which are used to analyze the large scale gene expression data, have profound influence on the interpretation of the results. A basic understanding of these computational tools is therefore necessary for the optimal experimental design and meaningful data analysis. We used Lӧwdin's orthogonalization methods to analyze the microarray data and extract meaningful biological information. We attempt to recover the missing gene expressions by systematic analysis. We used the symmetric and canonical methods to decipher the gene expression profiles. The analysis through canonical orthogonalization shows an oscillatory behaviour of the large volumes of gene expression profiles and the symmetric properties of a lot group of genes are preserved by the symmetric orthogonalization.
Select Volume / Issue:
Year:
2016
Type of Publication:
Article
Keywords:
Canonical Orthogonalization; Characteristic Modes; Gene Expression Profiles; Lopsided Distribution; Singular Value Decomposition; Symmetric Orthogonalization
Journal:
IJASM
Volume:
3
Number:
2
Pages:
88-92
Month:
March
ISSN:
2394-2894
Hits: 1347

Search

Don't have an account yet? Register Now!

Sign in to your account