Mark Tanaka's group conducts research in mathematical and computational biology at the University of New South Wales.
What's happening in the group?
People in the research group
Professor
School of Biotechnology and
Biomolecular Sciences
University of New South Wales
Sydney, Australia
People in the research group
Group Leader
Postdoctoral Research Associate
Honours student (CSE)
Honours student (BABS)
Postdocs
Sara Loo, LoÏc Thibaut, Sangeeta Bhatia, Rebecca Chisholm, Lloyd Sanders, Steven Hamblin, Frank Valckenborgh, Fabio Luciani
PhD
Xiyan Xiong, Winton Wu (primary supervisor: Jai Tree), Eden Zhang (primary supervisor: Belinda Ferrari), Yue Wu, Carmen Chan, Kayla Peck (visiting student from UNC, USA through International Practicum program), Zach Aandahl (primary supervisor: Scott Sisson), Josephine Reyes
Masters
Renault Phong, Lamia Zaghloul (visiting student from Morocco and France through International Practicum program)
Honours
Chelsea Liang, Eric Urng, Yiyi Lin, Anna Ong, Leo Fang, Justin Nam, Natalia Vaudagnotto, Alex Wong, Sara Ballouz, Carmen Chan, Alison McLean, Chaka Tang, Hui Yee Chin, Shamin Kinathil, Howard Hsu, Renault Phong, Todd Price
Undergraduate research students (internships, summer scholarships, project-based courses)
Thomas Smallbone, Maxwell Ding, Aidan McMahon-Smith, Anna Ong, Wunna Kyaw, Ian Powell, Gordon Qian, Fiona Shen, Manan Shah, James Krycer, Shamin Kinathil, AJ Joshi, Jenna Iwasenko, Hui Yee Chin, Emily Bek, Lisa Beeren
Others
Clare Saddler (visiting scientist), Yobin Jeong (Independent Learning Project program), Cuong Tran (research assistant)
We use mathematical, computational and statistical methods to understand biological systems, with a particular focus on the evolution of microbes.
Microbes reproduce and evolve in fascinating ways. For example, their mutation rates can be variable and conspicuously high. They readily acquire resistance to antimicrobial drugs and evolve to escape host immunity. Viruses replicate remarkably fast and have highly constrained natural histories. Bacteria have genomes that can undergo rearrangement and horizontal transfer through mobile genes. Like larger organisms, microbes alter their environments and thereby alter the course of their own evolution in a process called niche construction . We study such features of microbes by developing and analysing mathematical models.
We develop new approaches to analyse molecular data from epidemiological studies. Many of these methods are based on computational or mathematical models of the underlying process of transmission and mutation of pathogens. Where models are complex we use techniques such as approximate Bayesian computation to draw inferences from data. We have also developed software to visualise molecular epidemiological data. Our latest software is called MERCAT (which replaces our older resource called spolTools).
A further research area of interest to us is the interface between human culture and the dynamics of health and disease. Cultural practices influence and in turn are influenced by health and disease. For instance, we have studied how ineffective medical practices can spread in a population despite being maladaptive. In recent years we have become interested in understanding how shifts in culture can lead to the emergence of new diseases. We have advanced a hypothesis, for instance, that the emergence of tuberculosis was promoted by changes due to the ability to control fire in early human populations.
Undergraduate teaching in genetics and related subjects
At UNSW Mark contributes to undergraduate courses in areas such as genetics, bioinformatics and microbiology. He is the course convenor of Microbial Genetics (BABS3021/MICR3621), which is co-convened by Gee Chong Ling. Mark also teaches in Genes, Genomes and Evolution (BABS3291) and other courses at UNSW such as Genetics (BABS2204/2264), Microbiology (MICR2011) and Applied Biomolecular Sciences (BABS1202). Mark has also been involved in the bioinformatics programme which is organised by the Faculty of Engineering.
For more information about courses in the School of Biotechnology and Biomolecular Sciences (BABS) click here .
Looking to do research in mathematical and computational biology?