Holt laboratory: Pathogen genomics and bioinformatics
We focus on two main areas of bacterial genomics:
- Genomic epidemiology, or the study of bacterial pathogen populations
- Metagenomics, or the study of bacterial communities
A detailed introduction to these concepts and the differences between them is available on my blog.
Pathogen genomic epidemiology
We use whole genome sequencing to study populations of bacteria that contribute to disease in Australia and developing countries. This includes in-depth studies of microevolution in specific pathogen populations (e.g. Salmonella Typhi - typhoid; Shigella sonnei - dysentery; Klebsiella pneumoniae - pneumonia, UTI and other infections), using next-generation sequencing technologies to sequence and compare the genomes of hundreds of closely related isolates of the same pathogen.
In these studies, the minor differences between isolates (e.g. between Salmonella Typhi isolated from different typhoid fever patients in a particular location) are of most interest as they reveal how the pathogen is evolving in response to selective pressures (e.g. exposure to antibiotics, vaccine-induced immunity, or natural host immunity).
- antibiotic resistance
- transmission, infection control and public health
- novel bioinformatics methods to interrogate genome data
- developing bioinformatics tools suitable for use in public health laboratories
Specific pathogens under study:
- Salmonella Typhi and Paratyphi A (typhoid fever)
- other Salmonella (food poisoning)
- Shigella (dysentery)
- Listeria (food poisoning)
- Klebsiella pneumoniae (hospital acquired infections)
- Acinetobacter baumannii (hospital acquired infections)
Whole genome comparisons of pathogenic E. coli strains including the 2011 German outbreak strain, compared to an enterohaemorrhagic (EHEC) strain.
While some bacteria are pathogenic, meaning they make us sick, most of the bacteria we encounter are not pathogenic and live inside our bodies as commensal microorganisms. In fact, for every human cell in our bodies, there are about 10 bacterial cells. These communities of bacteria are a part of healthy human physiology and are referred to as the 'human microbiome'.
We use high-throughput sequencing to profile the microbiome of the nasopharynx in cohorts of children, to see how their bacterial communities change during childhood and how the communities are related to the development of non-bacterial disease, including the severity of viral infections of the lung and the development of asthma and allergy.
About the lab
We are a computational lab based in the Bio21 Institute, but work closely with collaborators in other research, public health and hospital labs to develop projects and generate data. We then use a combination of phylogenetics, sequence analysis, comparative genomics, spatiotemporal analysis and epidemiological methods to analyse and interpret the data. Much of this is done using high performance computing, including Melbourne Bioinformatics at the University of Melbourne.
We publish open access wherever we can, deposit all data in public databases and release open source code. For a list of microbial genomics software developed in the lab, see http://holtlab.net/software.
Beginner's guide - Comparative bacterial genome analysis
We have recently written a beginner's guide to comparative bacterial genome analysis, which walks readers through the process of assembly and three different approaches to genome comparison. It is open access and comes with an accompanying tutorial, with step-by-step instructions using public data. Details here.
- Dr Kelly Wyres (DPhil) – K. pneumoniae genomics
- Dr Sebastian Duchene (PhD) – Phylogenomics
- Dr Zoe Dyson (PhD) – Typhoid genomics
- Dr Margaret Lam (PhD) – Genomic islands in K. pneumoniae
- Jane Hawkey (PhD) – Mobile elements and resistance; ISMapper developer
- Louise Judd (PhD) – Microbiome, Illumina & Nanopore sequencing
- Claire Gorrie (PhD student) – K. pneumoniae genomic epidemiology
co-supervisors: Adam Jenney, Alfred Hospital and Dick Strugnell, Dept Microbiology & Immunology
- Yu Wan (PhD student) – Bacterial gene networks
co-supervisors: Justin Zobel, Dept Computing & Information Systems and Mike Inouye, Baker Institute
- Stephen Watts (PhD student) – Respiratory microbial communities
- David Edwards (PhD student; formerly MSc Bioinformatics and RA in the group) – Evolution and selection in pathogen populations, RedDog developer
co-supervisor: Bernard Pope, Melbourne Bioinformatics
- Cassandra Litchfield (MSc Bioinformatics)
- Macgregor Todd (MSc Bioinformatics)
- Marialena Michanetzi (MSc Bioinformatics)
Honoraries / Visitors
- Dr Cadhla Firth (ARC DECRA Fellow) – School of BioSciences, University of Melbourne
- Dr Shu Mei Teo (Postdoc) – Human microbiome and asthma development (Inouye lab, Baker Institute)
- Owen Qin (PhD student) – Drug resistant tuberculosis (Inouye lab, Baker Institute)
- Qin Qin Huang (PhD student ) – Expression QTLs (Inouye lab, Baker Institute)
- Howard Chung (PhD student ) – Systems genomics of asthma (Inouye lab, Baker Institute)
HHMI-Gates International Research Scholars – (2017-2022)
NHMRC Career Development Fellowship – (2018-2021)
A strategic vision to drive the control of enteric fever through vaccination – (2015-2019)
Wellcome Trust Strategic Award – A Pollard, S Baker, G Dougan, V Pitzer, KE Holt, B Grenfell, J Clemens, M Gordon, F Powrie, R Heyderman
Molecular networks and genomics of host response in typhoid fever – (2016-2018)
NHMRC Project – M Inouye, K Holt, S Baker, S Dunstan
Click here for the results of a PubMed search of Kathryn's publications.
Click here for the results of a Google Scholar analysis of Kathryn's publications.
- Global health: Typhoid, dysentery and tuberculosis
- Evolution and spread of drug resistance among bacterial pathogens
- Hospital bugs – Klebsiella and Acinetobacter
- Respiratory microbiome in infants and children
Faculty Research Themes
School Research Themes
For further information about this research, please contact A/Prof Kathryn Holt
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