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Updated: Mar 27, 2026

Using Human Differentially Expressed Gene Lists to Perform Downstream Pathway Enrichment Analysis and Target Prioritization
Published on: October 3, 2025
An Approach for Identification of Novel Drug Targets in Streptococcus pyogenes SF370 Through Pathway Analysis
Satendra Singh1, Dev Bukhsh Singh2, Anamika Singh3
1Department of Computational Biology and Bioinformatics, SHIATS, Allahabad, 211007, India.
Abstract:
Streptococcus pyogenes is one of the most important pathogens as it is involved in various infections affecting upper respiratory tract and skin. Due to the emergence of multidrug resistance and cross-resistance, S. Pyogenes is becoming more pathogenic and dangerous. In the present study, an in silico comparative analysis of total 65 metabolic pathways of the host (Homo sapiens) and the pathogen was performed. Initially, 486 paralogous enzymes were identified so that they can be removed from possible drug target list. The 105 enzymes of the biochemical pathways of S. pyogenes from the KEGG metabolic pathway database were compared with the proteins from the Homo sapiens by performing a BLASTP search against the non-redundant database restricted to the Homo sapiens subset. Out of these, 83 enzymes were identified as non-human homologous while 30 enzymes of inadequate amino acid length were removed for further processing. Essential enzymes were finally mined from remaining 53 enzymes. Finally, 28 essential enzymes were identified in S. pyogenes SF370 (serotype M1). In subcellular localization study, 18 enzymes were predicted with cytoplasmic localization and ten enzymes with the membrane localization. These ten enzymes with putative membrane localization should be of particular interest. Acyl-carrier-protein S-malonyltransferase, DNA polymerase III subunit beta and dihydropteroate synthase are novel drug targets and thus can be used to design potential inhibitors against S. pyogenes infection. 3D structure of dihydropteroate synthase was modeled and validated that can be used for virtual screening and interaction study of potential inhibitors with the target enzyme.
Insights
This study identifies 28 essential enzymes in Streptococcus pyogenes, a dangerous pathogen. Three novel drug targets, including dihydropteroate synthase, were found for developing new antimicrobial therapies.
Area of Science:
- Microbiology
- Computational Biology
- Drug Discovery
Background:
- Streptococcus pyogenes is a significant pathogen causing upper respiratory and skin infections.
- Multidrug and cross-resistance in S. pyogenes increase its pathogenicity.
Purpose of the Study:
- To perform an in silico comparative analysis of metabolic pathways between Homo sapiens and S. pyogenes.
- To identify essential enzymes in S. pyogenes as potential drug targets.
Main Methods:
- Comparative analysis of 65 metabolic pathways.
- BLASTP search to compare S. pyogenes enzymes against Homo sapiens proteins.
- Identification and filtering of non-human homologous and essential enzymes.
Main Results:
- 486 paralogous enzymes were removed from the potential drug target list.
- 83 non-human homologous enzymes were identified out of 105.
- 28 essential enzymes were identified in S. pyogenes SF370, with 10 showing membrane localization.
- Acyl-carrier-protein S-malonyltransferase, DNA polymerase III subunit beta, and dihydropteroate synthase were identified as novel drug targets.
- A 3D structure of dihydropteroate synthase was modeled for virtual screening.
Conclusions:
- Novel drug targets in S. pyogenes were identified, offering potential for new antimicrobial drug development.
- Membrane-localized enzymes are of particular interest for therapeutic intervention.
- The modeled 3D structure of dihydropteroate synthase can facilitate virtual screening for inhibitor design.

