Groupleader
Main research areas
- Processing data from NGS and TGS sequencing.
- Development of algorithms for the inference and analysis of biological regulatory networks.
- Computational tools for routine clinical microbiology and epidemiology.
- Genotyping of new bacterial strains and their functional system description.
- Analysis of microbial communities from various environments.
- Multi-target drug design using chemoinformatics approaches.
- Design and development of custom tools for qualitative and quantitative analysis of laboratory data.
Main practical research results
- Augusta: A computational tool for inferring gene regulatory networks, constructing Boolean models, and searching for transcriptional motifs.
- Publicly available database of genomes from 46 ESBL Klebsiella pneumoniae strains from the hospital population of FN Brno with very low diversity.
- Publicly available database of genomes from hundreds of multi-resistant Enterococcus faecium and Escherichia coli strains from the hospital population of FN Brno.
- Complete and publicly available annotated genomes of dozens of bacteria.
- CNproScan and ProcaryaSV: A tool and computational pipeline for detecting structural variants such as tandem and dispersed repeats, multiplications, and deletions across bacterial genomes.
Main research publications
- Augusta: From RNA-Seq to Gene Regulatory Networks and Boolean Models
- In silico investigation of cholesterol-lowering drugs to find potential inhibitors of dehydrosqualene synthase in Staphylococcus aureus
- Genomic and Phenotypic Comparison of Polyhydroxyalkanoates Producing Strains of genus Caldimonas/Schlegelella
- Detecting horizontal gene transfer among microbiota: an innovative pipeline for identifying co-shared genes within the mobilome through advanced comparative analysis
- Biosynthesis of versatile PHA copolymers by thermophilic members of the genus Aneurinibacillus
- Identification of highly variable sequence fragments in unmapped reads for rapid bacterial genotyping
- Using deep learning for gene detection and classification in raw nanopore signals
- CNproScan: Hybrid CNV detection for bacterial genomes
Projects/Industrial contracts
Využití potenciálu celogenomové sekvenace pro rutinní klinickou mikrobiologii a epidemiologii
Project beginning
2024
Project leader
Určování infekčních hrozeb v reálném čase ze surových nanoporových signálů pomocí technik strojového učení
Project beginning
2023
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Horizontální přenos genů v kuřecím střevním mikrobiomu: detekce a predikce antibiotického rezistomu a mobilomu
Project beginning
2022
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Unraveling the role of polyhydroxyalkanoates in Schlegelella thermodepolymerans – promising environmental bacterium for next generation biotechnology
Project beginning
2022
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Methylation detection in Aneurinibacillus bacteria genome using nanopore sequencing
Project beginning
2024
Project leader
Softwarový nástroj pro analýzu amplifikačních křivek qPCR
Project beginning
2022
Project leader