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Dr Daniel Hwang
Dr

Daniel Hwang

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Phone: 
+61 7 334 62630

Overview

Background

Dr Daniel Liang-Dar Hwang is a genetic epidemiologist and statistical geneticist by training. His research interests include sensory nutrition, causal modelling, and personalized nutrition. Dr Hwang applies statistical models to big data to understand genetic and environmental factors contributing to individual differences in taste and olfactory perception and their relationship with dietary behaviour and chronic conditions (See his research on taste perception in The Conversation). He develops methods for increasing statistical power for gene discovery, estimating intergenerational causal relationships, and personalized intervention. He also works with clinicians to investigate impaired chemosensory perception in cancer patients and COVID-19.

Daniel has a B.Sc from the National Taiwan University, majoring in Biochemical Science and Technology, and an M.Biotech from the University of Pennsylvania. Following graduation, he worked as a research technician in Danielle Reed's lab at the Monell Chemical Senses Center, where he first developed a keen interest in genetics and chemosensory perception. Later, he was awarded scholarships to complete an M.Sc in Nutrition at the University of Washington, under the supervision of Glen Duncan, and a PhD in Genetic Epidemiology at the QIMR Berghofer Medical Research Institute, under the supervision of Nicholas Martin and Margaret Wright. He then joined David Evans's group as a postdoc at the University of Queensland Diamantina Institute (now the Frazer Institute). Dr Hwang is an ARC DECRA Fellow at the Institute for Molecular Bioscience. He is also an Affiliated Scientist at the Monell Chemical Senses Center.

Dr Hwang has published more than 40 peer-reviewed publications. His work has been referred to in international health policy guidelines and a WHO report for the intervention of childhood obesity and in a global patent for personalized wine selection. He is on the editorial boards of BMC Medicine and Twin Research and Human Genetics. Dr Hwang is a Leadership Team member of the Global Consortium for Chemosensory Research, a global initiative to understand the relationship between smell loss and COVID-19 and foster the advancement of chemosensory science. He currently drives an international collaborative project to investigate the impact of COVID-19 vaccinations on long-COVID symptoms. Dr Hwang is a member of the National Committee for Nutrition of the Australian Academy of Science. He contributes to implementing the decadal plan for the science of nutrition in Australia.

Availability

Dr Daniel Hwang is:
Available for supervision
Media expert

Qualifications

  • Masters (Coursework) of Biotechnology, University of Pennsylvania
  • Masters (Research) of Science, University of Washington
  • Doctor of Philosophy, The University of Queensland

Works

Search Professor Daniel Hwang’s works on UQ eSpace

74 works between 2012 and 2024

61 - 74 of 74 works

2017

Journal Article

Caffeine bitterness is related to daily caffeine intake and bitter receptor mRNA abundance in human taste tissue

Lipchock, Sarah V., Spielman, Andrew I., Mennella, Julie A., Mansfield, Corrine J., Hwang, Liang-Dar, Douglas, Jennifer E. and Reed, Danielle R. (2017). Caffeine bitterness is related to daily caffeine intake and bitter receptor mRNA abundance in human taste tissue. Perception, 46 (3-4), 245-256. doi: 10.1177/0301006616686098

Caffeine bitterness is related to daily caffeine intake and bitter receptor mRNA abundance in human taste tissue

2017

Journal Article

Genetic analysis of impaired trimethylamine metabolism using whole exome sequencing

Guo, Yiran, Hwang, Liang-Dar, Li, Jiankang, Eades, Jason, Yu, Chung Wen, Mansfield, Corrine, Burdick-Will, Alexis, Chang, Xiao, Chen, Yulan, Duke, Fujiko F, Zhang, Jianguo, Fakharzadeh, Steven, Fennessey, Paul, Keating, Brendan J, Jiang, Hui, Hakonarson, Hakon, Reed, Danielle R and Preti, George (2017). Genetic analysis of impaired trimethylamine metabolism using whole exome sequencing. BMC Medical Genetics, 18 (1) 11. doi: 10.1186/s12881-017-0369-8

Genetic analysis of impaired trimethylamine metabolism using whole exome sequencing

2016

Journal Article

Is the association between sweet and bitter perception due to genetic variation?

Hwang, Liang-Dar, Breslin, Paul A. S., Reed, Danielle R., Zhu, Gu, Martin, Nicholas G. and Wright, Margaret J. (2016). Is the association between sweet and bitter perception due to genetic variation?. Chemical Senses, 41 (9), 737-744. doi: 10.1093/chemse/bjw083

Is the association between sweet and bitter perception due to genetic variation?

2016

Journal Article

Sweet taste perception is associated with body mass index at the phenotypic and genotypic level

Hwang, Liang-Dar, Cuellar-Partida, Gabriel, Ong, Jue-Sheng, Breslin, Paul A. S., Reed, Danielle R., Macgregor, Stuart, Gharahkhani, Puya, Martin, Nicholas G. and Renteria, Miguel E. (2016). Sweet taste perception is associated with body mass index at the phenotypic and genotypic level. Twin Research and Human Genetics, 19 (5), 465-471. doi: 10.1017/thg.2016.60

Sweet taste perception is associated with body mass index at the phenotypic and genotypic level

2016

Conference Publication

Is the Association between Sweet and Bitter Perception due to Genetics?

Hwang, Liang-Dar, Breslin, Paul A., Reed, Danielle R., Zhu, Gu, Martin, Nicholas G. and Wright, Margaret J. (2016). Is the Association between Sweet and Bitter Perception due to Genetics?. 38th Annual Meeting of the Association-for-Chemoreception-Sciences (AChemS), Bonita Springs Fl, Apr 20-23, 2016. OXFORD: OXFORD UNIV PRESS.

Is the Association between Sweet and Bitter Perception due to Genetics?

2016

Journal Article

Cross sectional association between spatially measured walking bouts and neighborhood walkability

Hwang, Liang-Dar, Hurvitz, Philip M. and Duncan, Glen E. (2016). Cross sectional association between spatially measured walking bouts and neighborhood walkability. International Journal of Environmental Research and Public Health, 13 (4) 412, 1-11. doi: 10.3390/ijerph13040412

Cross sectional association between spatially measured walking bouts and neighborhood walkability

2016

Journal Article

Sugar cravings

Hwang, Daniel (2016). Sugar cravings. Australasian Science, 37 (2), 14-16.

Sugar cravings

2016

Conference Publication

GWAS of bitter taste perception in Australian adolescents

Hwang, Liang-Dar, Reed, Danielle, Breslin, Paul, Zhu, Gu, Martin, Nicholas and Wright, Margaret (2016). GWAS of bitter taste perception in Australian adolescents. 46th Annual Meeting of the Behavior-Genetics-Association, Brisbane Australia, 20-23 June 2016. New York, NY, United States: Springer.

GWAS of bitter taste perception in Australian adolescents

2016

Conference Publication

The Molecular Basis of Individual Differences in the Taste of an HIV Treatment Drug

Mennella, Julie A., Lowenthal, Elizabeth D., Mathew, Phoebe, Roberts, Kristi, Mansfield, Corrine, Hwang, Liang-Dar, Lin, Cailu and Reed, Danielle R. (2016). The Molecular Basis of Individual Differences in the Taste of an HIV Treatment Drug. 38th Annual Meeting of the Association-for-Chemoreception-Sciences (AChemS), Bonita Springs, Fl United States, 20-23 April 2016. Oxford, United Kingdom: Oxford University Press.

The Molecular Basis of Individual Differences in the Taste of an HIV Treatment Drug

2015

Journal Article

A common genetic influence on human intensity ratings of sugars and high-potency sweeteners

Hwang, Liang-Dar, Zhu, Gu, Breslin, Paul A. S., Reed, Danielle R., Martin, Nicholas G. and Wright, Margaret J. (2015). A common genetic influence on human intensity ratings of sugars and high-potency sweeteners. Twin Research and Human Genetics, 18 (4), 361-367. doi: 10.1017/thg.2015.42

A common genetic influence on human intensity ratings of sugars and high-potency sweeteners

2015

Conference Publication

Epigenetics of the human TAS2R38 gene

Reed, Danielle R., Lipchock, Sarah V., Evans, Emily, Mansfield, Corrine, Hwang, Liang-Dar, Spielman, Andrew and Mennella, Julie A. (2015). Epigenetics of the human TAS2R38 gene. 37th Annual Meeting of the Association-for-Chemoreception-Sciences (AChemS), Bonita Spring, FL, United States, 22-25 April 2015. Oxford, United Kingdom: Oxford University Press. doi: 10.1093/chemse/bjv029

Epigenetics of the human TAS2R38 gene

2015

Conference Publication

Genetic Modeling of Human Intensity Ratings of Four Sweeteners

Hwang, Liang-Dar, Zhu, Gu, Wright, Margaret J., Martin, Nicholas G., Reed, Danielle R. and Breslin, Paul A. S. (2015). Genetic Modeling of Human Intensity Ratings of Four Sweeteners. 15th Scientific Meeting of the Australasian Association for ChemoSensory Science (AACSS), Brisbane, QLD Australia, 03-05 December 2014. Oxford, United Kingdom: Oxford University Press. doi: 10.1093/chemse/bjv008

Genetic Modeling of Human Intensity Ratings of Four Sweeteners

2014

Journal Article

Preferences for salty and sweet tastes are elevated and related to each other during childhood

Mennella, Julie A. , Finkbeiner, Susana , Lipchock, Sarah V. , Hwang, Liang-Dar and Reed, Danielle R. (2014). Preferences for salty and sweet tastes are elevated and related to each other during childhood. PLOS ONE, 9 (3) e92201, e92201. doi: 10.1371/journal.pone.0092201

Preferences for salty and sweet tastes are elevated and related to each other during childhood

2012

Journal Article

Genetic analysis of chemosensory traits in human twins

Knaapila, Antti , Hwang, Liang-Dar , Lysenko, Anna , Duke, Fujiko F., Fesi, Brad , Khoshnevisan, Amin , James, Rebecca S. , Wysocki, Charles J., Rhyu, MeeRa , Tordoff, Michael G. , Bachmanov, Alexander A., Mura, Emi , Nagai, Hajime and Reed, Danielle R. (2012). Genetic analysis of chemosensory traits in human twins. Chemical Senses, 37 (9), 869-881. doi: 10.1093/chemse/bjs070

Genetic analysis of chemosensory traits in human twins

Funding

Current funding

  • 2024 - 2027
    Causal relationship between taste and smell perception and eating behaviour
    ARC Discovery Early Career Researcher Award
    Open grant

Supervision

Availability

Dr Daniel Hwang is:
Available for supervision

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Available projects

  • Develop novel approaches for personalised nutrition using large-scale genetically informative data

    Polygenic risk scores have provided informative predictions for highly heritable traits and has been intergrated into risk prediction models along with traditional clinicial measurements to improvde risk prediction of cardiometabolic disease and other inherited health conditions. This project aims to develop novel polygenic scores specifically for priotising interventions or "personalised intervention" rather than risk prediction.

Supervision history

Current supervision

  • Doctor Philosophy

    Genetics of sensory nutrition - using genetics to understand how taste and olfactory perception influences eating behaviour and health

    Principal Advisor

    Other advisors: Dr Brooke Devlin

  • Doctor Philosophy

    Dietary patterns and molecular mechanisms associated with the pathogenicity of appendicitis in humans

    Associate Advisor

    Other advisors: Dr Olivia Wright, Professor Eugeni Roura

  • Doctor Philosophy

    Dietary patterns and molecular mechanisms associated with the pathogenicity of appendicitis in humans

    Associate Advisor

    Other advisors: Dr Olivia Wright, Professor Eugeni Roura

  • Doctor Philosophy

    Multi-omic Approaches to Understanding Septic Shock

    Associate Advisor

    Other advisors: Professor David Evans

  • Doctor Philosophy

    Harnessing Genetically Informative Within-Family Research Designs for Deeper Insights into the Intrauterine Developmental Period and Downstream Effects on Offspring Neurodevelopmental Outcomes

    Associate Advisor

    Other advisors: Professor David Evans, Dr Gunn-Helen Moen

Completed supervision

Media

Enquiries

Contact Dr Daniel Hwang directly for media enquiries about:

  • bitter
  • genetics
  • smell
  • sweet
  • taste

Need help?

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communications@uq.edu.au