A Pattern Matching Algorithm for Codon Optimization and CpG Motif-Engineering in DNA Expression Vectors

نویسندگان

  • Ravi Vijaya Satya
  • Amar Mukherjee
  • Udaykumar Ranga
چکیده

Codon optimization enhances the efficiency of DNA expression vectors used in DNA vaccination and gene therapy by increasing protein expression. Additionally, certain nucleotide motifs have experimentally been shown to be immuno-stimulatory while certain others immuno-suppressive. In this paper, we present algorithms to locate a given set of immuno-modulatory motifs in the DNA expression vectors corresponding to a given amino acid sequence and maximize or minimize the number and the context of the immuno-modulatory motifs in the DNA expression vectors. The main contribution is to use multiple pattern matching algorithms to synthesize a DNA sequence for a given amino acid sequence and a graph theoretic approach for finding the longest weighted path in a directed graph that will maximize or minimize certain motifs. This is achieved using O(n(2)) time, where n is the length of the amino acid sequence. Based on this, we develop a software tool.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Codon Optimization for DNA Vaccines and Gene Therapy

Codon optimization enhances the effectiveness of DNA expression vectors used in DNA vaccination and gene therapy by increasing protein expression. Additionally certain nucleotide motifs have experimentally been shown to be immuno-stimulatory while certain others have been shown to be immuno-suppressive. In this paper, we present algorithms to locate all the possible occurrences of a given set o...

متن کامل

Codon Optimization using Map Reduce

Codon Optimization helps increasing immuno-stimulatory nucleotide motifs or decreasing immunesuppresive motifs in DNA expression vectors. This enhances the efficiency of DNA vaccinations. In this paper, we investigate the existing Pattern Matching algorithm for Codon Optimization and try to rewrite the algorithm in MapReduce programming model for execution speed-up and faster computation. Keywo...

متن کامل

Development of an Efficient Hybrid Method for Motif Discovery in DNA Sequences

This work presents a hybrid method for motif discovery in DNA sequences. The proposed method called SPSO-Lk, borrows the concept of Chebyshev polynomials and uses the stochastic local search to improve the performance of the basic PSO algorithm as a motif finder. The Chebyshev polynomial concept encourages us to use a linear combination of previously discovered velocities beyond that proposed b...

متن کامل

Efficient Codon Optimization with Motif Engineering

Abstract. It is now common to add protein coding genes into cloning vectors for expression within non-native host organisms. Codon optimization supports translational efficiency of the desired protein product, by exchanging codons which are rarely found in the host organism with more frequently observed codons. Motif engineering, such as removal of restriction enzyme recognition sites or additi...

متن کامل

DyNAVacS: an integrative tool for optimized DNA vaccine design

DNA vaccines have slowly emerged as keystones in preventive immunology due to their versatility in inducing both cell-mediated as well as humoral immune responses. The design of an efficient DNA vaccine, involves choice of a suitable expression vector, ensuring optimal expression by codon optimization, engineering CpG motifs for enhancing immune responses and providing additional sequence signa...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Proceedings. IEEE Computer Society Bioinformatics Conference

دوره 2  شماره 

صفحات  -

تاریخ انتشار 2003