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Updated: Aug 8, 2026

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An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
Building multiple sequence alignments with a flavor of HSSP alignments
Roberto Hiroshi Higa1, Sergio Aparecido Braga da Cruz, Paula Regina Kuser
1Centro Nacional de Pesquisa em Informática Agropecuária, Empresa Brasileira de Pesquisa Agropecuária, Campinas, SP, Brazil.
Genetics and Molecular Research : GMR
|June 7, 2006
Summary
A new method, myMSAr, and its database, SH2QS, enable residue conservation analysis for protein sequences lacking PDB structures. This approach offers comparable results to Homology-derived secondary structure of proteins (HSSP) for PDB-deposited proteins.
Area of Science:
- Bioinformatics
- Computational Biology
- Structural Bioinformatics
Background:
- Homology-derived secondary structure of proteins (HSSP) aligns protein sequences with 3D structures from the Protein Data Bank (PDB).
- Existing tools like STING and (Java)Protein Dossier use HSSP for residue conservation analysis but are limited to PDB-deposited structures.
- Analysis of modeled or non-PDB structures requires new alignment methods.
Purpose of the Study:
- To introduce a novel method (myMSAr) and database (SH2QS) for generating protein sequence alignments.
- To enable residue conservation measurement for any query sequence, irrespective of PDB structure deposition.
- To compare the conservation analysis derived from HSSP and the new SH2QS method.
Main Methods:
- Development of myMSAr, a method for building HSSP-like alignments.
- Creation of the SH2QS database, containing sequences homologous to query sequences.
- Comparative analysis of residue conservation measurements between HSSP and SH2QS alignments.
Main Results:
- The study presents SH2QS as a viable alternative for residue conservation analysis.
- Case studies demonstrate the equivalence of HSSP and SH2QS for PDB-deposited structures.
- SH2QS successfully provides conservation data for a computer-modeled protein structure absent in HSSP.
Conclusions:
- The SH2QS database and myMSAr method effectively measure protein residue conservation.
- This approach extends conservation analysis to proteins without experimentally determined or PDB-deposited structures.
- SH2QS facilitates broader structural bioinformatics research by including modeled proteins.

