Conserved Sequence: Progressive Alignment and Binary Boolean Logic Algorithm

Felza Ridho, Mohammad Isa Irawan, Nur Hidayat

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

Abstract

We provide a technique for identifying sequence sites expressed in conserved sequences, which are partial se-quences of known viral sequences, and we also propose that the conserved sequences are transformed at the protein level. In addition, we would like to support specialists in the pre-liminary identification of sequence fragments that can subsequently be investigated as potential vaccine candidates. The proposed approach generally focuses on analyzing mutations in sequences, which are then represented using the Kimura model, based on the genetic distance between sequences. Next, we select the best alignment technique to support the proposed algorithm. We choose progressive alignment for the alignment method and neighbor connection technique for the guide tree depending on the type. Finally, we developed an algorithm by combining progressive alignment and Boolean logic, which we call the binary Boolean logic algorithm. Next, we can obtain sustainable sequences for further analysis, which can then be used to determine vaccine candidates for specific viruses. The proposed method was evaluated using SARS-CoV-2 sequence data. Experimental results show that the proposed algorithm is proven to be able to determine proteins used for the analysis of vaccine candidates by displaying the sequence position in BLAST.

Original languageEnglish
Title of host publication2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages201-206
Number of pages6
ISBN (Electronic)9798350306484
DOIs
Publication statusPublished - 2023
Event1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Kediri, Indonesia
Duration: 14 Oct 2023 → …

Publication series

Name2023 1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023 - Proceeding

Conference

Conference1st International Conference on Advanced Engineering and Technologies, ICONNIC 2023
Country/TerritoryIndonesia
CityKediri
Period14/10/23 → …

Keywords

  • Boolean Logic
  • Conserved Sequence
  • Progressive Alignment
  • SARS-Co V-2

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