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Dr Daniel Hwang
Dr

Daniel Hwang

Email: 
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

21 - 40 of 74 works

2022

Journal Article

Exploring polygenic contributors to subgroups of comorbid conditions in autism spectrum disorder

Klein, Louis, D’Urso, Shannon, Eapen, Valsamma, Hwang, Liang-Dar and Lin, Ping-I (2022). Exploring polygenic contributors to subgroups of comorbid conditions in autism spectrum disorder. Scientific Reports, 12 (1) 3416. doi: 10.1038/s41598-022-07399-7

Exploring polygenic contributors to subgroups of comorbid conditions in autism spectrum disorder

2022

Journal Article

Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health

Wang, Geng, Bhatta, Laxmi, Moen, Gunn-Helen, Hwang, Liang-Dar, Kemp, John P., Bond, Tom A., Åsvold, Bjørn Olav, Brumpton, Ben, Evans, David M. and Warrington, Nicole M. (2022). Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health. Hypertension, 79 (1), 170-177. doi: 10.1161/hypertensionaha.121.17701

Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health

2022

Book Chapter

Integrating family-based and Mendelian randomization designs

Hwang, Liang-Dar, Davies, Neil M., Warrington, Nicole M. and Evans, David M. (2022). Integrating family-based and Mendelian randomization designs. Combining human genetics and causal inference to understand human disease and development. (pp. 137-150) edited by George Davey Smith, Rebecca Richmond and Jean-Baptiste Pingault. Cold Spring Harbor, NY, United States: Cold Spring Harbor Laboratory Press.

Integrating family-based and Mendelian randomization designs

2021

Conference Publication

Using Adopted Singletons to Partition Maternal Genetic Effects into Pre- and Post-natal Effects on Offspring Phenotype

Hwang, Liang-Dar, Moen, Gunn-Helen and Evans, David M. (2021). Using Adopted Singletons to Partition Maternal Genetic Effects into Pre- and Post-natal Effects on Offspring Phenotype. NEW YORK: SPRINGER.

Using Adopted Singletons to Partition Maternal Genetic Effects into Pre- and Post-natal Effects on Offspring Phenotype

2021

Conference Publication

Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health

Wang, Geng, Bhatta, Laxmi, Moen, Gunn-Helen, Hwang, Liang-Dar, Kemp, John P., Bond, Tom A., Asvold, Bjorn Olav, Brumpton, Ben, Evans, David M. and Warrington, Nicole M. (2021). Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health. Behavior Genetics Association 51st Annual Meeting, Online (Zoom), 29 June 2021. New York, United States: Springer.

Investigating a potential causal relationship between maternal blood pressure during pregnancy and future offspring cardiometabolic health

2021

Journal Article

Estimating direct and indirect genetic effects on offspring phenotypes using genome-wide summary results data

Warrington, Nicole M., Hwang, Liang-Dar, Nivard, Michel G. and Evans, David M. (2021). Estimating direct and indirect genetic effects on offspring phenotypes using genome-wide summary results data. Nature Communications, 12 (1) 5420, 1-12. doi: 10.1038/s41467-021-25723-z

Estimating direct and indirect genetic effects on offspring phenotypes using genome-wide summary results data

2021

Other Outputs

Increasing incidence of parosmia and phantosmia in patients recovering from COVID-19 smell loss

Ohla, Kathrin, Veldhuizen, Maria Geraldine, Green, Tomer, Hannum, Mackenzie E., Bakke, Alyssa J., Moein, Shima T., Tognetti, Arnaud, Postma, Elbrich M., Pellegrino, Robert, Hwang, Liang-Dar, Albayay, Javier, Koyama, Sachiko, Nolden, Alissa, Thomas-Danguin, Thierry, Mucignat-Caretta, Carla, Menger, Nick S., Croijmans, Ilja, Öztürk, Lina, Yanık, Hüseyin, Pierron, Denis, Pereda-Loth, Veronica, Nunez-Parra, Alexia, Pineda, Aldair M. Martinez, Gillespie, David, Farruggia, Michael C., Cecchetto, Cinzia, Fornazieri, Marco A., Philpott, Carl, Voznessenskaya, Vera ... Niv, Masha Y. (2021). Increasing incidence of parosmia and phantosmia in patients recovering from COVID-19 smell loss. doi: 10.1101/2021.08.28.21262763

Increasing incidence of parosmia and phantosmia in patients recovering from COVID-19 smell loss

2021

Conference Publication

Mendelian randomization study of maternal coffee consumption and its influence on birthweight, stillbirth and miscarriage

Brito Nunes, Caroline, Wang, Geng, Lundberg, Mischa, D’Urso, Shannon, Evans, David, Hwang, Liang-Dar and Moen, Gunn-Helen (2021). Mendelian randomization study of maternal coffee consumption and its influence on birthweight, stillbirth and miscarriage. Princess Alexandra Hospital (PAH) Health Symposium, Brisbane, QLD Australia, 24 - 27 August 2021.

Mendelian randomization study of maternal coffee consumption and its influence on birthweight, stillbirth and miscarriage

2021

Other Outputs

Using adopted individuals to partition maternal genetic effects into prenatal and postnatal effects on offspring phenotypes

Hwang, Liang-Dar, Moen, Gunn-Helen and Evans, David M. (2021). Using adopted individuals to partition maternal genetic effects into prenatal and postnatal effects on offspring phenotypes. doi: 10.1101/2021.08.04.455178

Using adopted individuals to partition maternal genetic effects into prenatal and postnatal effects on offspring phenotypes

2021

Journal Article

Correction to: The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption

Hwang, Liang-Dar, Mitchell, Brittany L., Medland, Sarah E., Martin, Nicholas G., Neale, Michael C. and Evans, David M. (2021). Correction to: The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption. Behavior Genetics, 51 (4), 441-442. doi: 10.1007/s10519-021-10065-9

Correction to: The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption

2021

Journal Article

Evaluating the role of alcohol consumption in breast and ovarian cancer susceptibility using population-based cohort studies and two-sample Mendelian randomization analyses

Ong, Jue-Sheng, Derks, Eske M., Eriksson, Mikael, An, Jiyuan, Hwang, Liang-Dar, Easton, Douglas F., Pharoah, Paul P., Berchuck, Andrew, Kelemen, Linda E., Matsuo, Keitaro, Chenevix-Trench, Georgia, Hall, Per, Bojesen, Stig E., Webb, Penelope M. and MacGregor, Stuart (2021). Evaluating the role of alcohol consumption in breast and ovarian cancer susceptibility using population-based cohort studies and two-sample Mendelian randomization analyses. International Journal of Cancer, 148 (6) ijc.33308, 1338-1350. doi: 10.1002/ijc.33308

Evaluating the role of alcohol consumption in breast and ovarian cancer susceptibility using population-based cohort studies and two-sample Mendelian randomization analyses

2021

Journal Article

The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption

Hwang, Liang-Dar, Mitchell, Brittany L., Medland, Sarah E., Martin, Nicholas G., Neale, Michael C. and Evans, David M. (2021). The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption. Behavior Genetics, 51 (3), 223-236. doi: 10.1007/s10519-021-10044-0

The augmented Classical Twin Design: incorporating genome‐wide identity by descent sharing into twin studies in order to model violations of the equal environments assumption

2021

Journal Article

Modeling parent-specific genetic nurture in families with missing parental genotypes: application to birthweight and BMI

Tubbs, Justin D., Hwang, Liang-Dar, Luong, Justin, Evans, David M. and Sham, Pak C. (2021). Modeling parent-specific genetic nurture in families with missing parental genotypes: application to birthweight and BMI. Behavior Genetics, 51 (3), 289-300. doi: 10.1007/s10519-020-10040-w

Modeling parent-specific genetic nurture in families with missing parental genotypes: application to birthweight and BMI

2021

Journal Article

Corrigendum to: More Than Smell—COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis

Parma, Valentina, Ohla, Kathrin, Veldhuizen, Maria G., Niv, Masha Y., Kelly, Christine E., Bakke, Alyssa J., Cooper, Keiland W., Bouysset, Cédric, Pirastu, Nicola, Dibattista, Michele, Kaur, Rishemjit, Liuzza, Marco Tullio, Pepino, Marta Y., Schöpf, Veronika, Pereda-Loth, Veronica, Olsson, Shannon B., Gerkin, Richard C., Rohlfs Domínguez, Paloma, Albayay, Javier, Farruggia, Michael C., Bhutani, Surabhi, Fjaeldstad, Alexander W., Kumar, Ritesh, Menini, Anna, Bensafi, Moustafa, Sandell, Mari, Konstantinidis, Iordanis, Di Pizio, Antonella, Genovese, Federica ... GCCR Group (2021). Corrigendum to: More Than Smell—COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis. Chemical Senses, 46. doi: 10.1093/chemse/bjab050

Corrigendum to: More Than Smell—COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis

2021

Journal Article

Recent smell loss is the best predictor of COVID-19 among individuals with recent respiratory symptoms

Gerkin, Richard C, Ohla, Kathrin, Veldhuizen, Maria G, Joseph, Paule V, Kelly, Christine E, Bakke, Alyssa J, Steele, Kimberley E, Farruggia, Michael C, Pellegrino, Robert, Pepino, Marta Y, Bouysset, Cédric, Soler, Graciela M, Pereda-Loth, Veronica, Dibattista, Michele, Cooper, Keiland W, Croijmans, Ilja, Di Pizio, Antonella, Ozdener, Mehmet Hakan, Fjaeldstad, Alexander W, Lin, Cailu, Sandell, Mari A, Singh, Preet B, Brindha, V Evelyn, Olsson, Shannon B, Saraiva, Luis R, Ahuja, Gaurav, Alwashahi, Mohammed K, Bhutani, Surabhi, D'Errico, Anna ... Navarro, Marta (2021). Recent smell loss is the best predictor of COVID-19 among individuals with recent respiratory symptoms. Chemical Senses, 46 bjaa081. doi: 10.1093/chemse/bjaa081

Recent smell loss is the best predictor of COVID-19 among individuals with recent respiratory symptoms

2020

Journal Article

A cautionary note on using Mendelian randomization to examine the Barker hypothesis and Developmental Origins of Health and Disease (DOHaD)

D'Urso, Shannon, Wang, Geng, Hwang, Liang-Dar, Moen, Gunn-Helen, Warrington, Nicole M. and Evans, David M. (2020). A cautionary note on using Mendelian randomization to examine the Barker hypothesis and Developmental Origins of Health and Disease (DOHaD). Journal of Developmental Origins of Health and Disease, 12 (5) PII S2040174420001105, 1-6. doi: 10.1017/S2040174420001105

A cautionary note on using Mendelian randomization to examine the Barker hypothesis and Developmental Origins of Health and Disease (DOHaD)

2020

Journal Article

Estimating indirect parental genetic effects on offspring phenotypes using virtual parental genotypes derived from sibling and half sibling pairs

Hwang, Liang-Dar, Tubbs, Justin D., Luong, Justin, Lundberg, Mischa, Moen, Gunn-Helen, Wang, Geng, Warrington, Nicole M., Sham, Pak C., Cuellar-Partida, Gabriel and Evans, David M. (2020). Estimating indirect parental genetic effects on offspring phenotypes using virtual parental genotypes derived from sibling and half sibling pairs. PLoS Genetics, 16 (10) e1009154, e1009154. doi: 10.1371/journal.pgen.1009154

Estimating indirect parental genetic effects on offspring phenotypes using virtual parental genotypes derived from sibling and half sibling pairs

2020

Journal Article

Assessment and visualization of phenome-wide causal relationships using genetic data: an application to dental caries and periodontitis

Haworth, Simon, Kho, Pik Fang, Holgerson, Pernilla Lif, Hwang, Liang-Dar, Timpson, Nicholas J., Rentería, Miguel E., Johansson, Ingegerd and Cuellar-Partida, Gabriel (2020). Assessment and visualization of phenome-wide causal relationships using genetic data: an application to dental caries and periodontitis. European Journal of Human Genetics, 29 (2), 300-308. doi: 10.1038/s41431-020-00734-4

Assessment and visualization of phenome-wide causal relationships using genetic data: an application to dental caries and periodontitis

2020

Journal Article

Genome-wide association study identifies 48 common genetic variants associated with handedness

Cuellar-Partida, Gabriel, Tung, Joyce Y., Eriksson, Nicholas, Albrecht, Eva, Aliev, Fazil, Andreassen, Ole A., Barroso, Inês, Beckmann, Jacques S., Boks, Marco P., Boomsma, Dorret I., Boyd, Heather A., Breteler, Monique M. B., Campbell, Harry, Chasman, Daniel I., Cherkas, Lynn F., Davies, Gail, de Geus, Eco J. C., Deary, Ian J., Deloukas, Panos, Dick, Danielle M., Duffy, David L., Eriksson, Johan G., Esko, Tõnu, Feenstra, Bjarke, Geller, Frank, Gieger, Christian, Giegling, Ina, Gordon, Scott D., Han, Jiali ... Medland, Sarah E. (2020). Genome-wide association study identifies 48 common genetic variants associated with handedness. Nature Human Behaviour, 5 (1), 59-70. doi: 10.1038/s41562-020-00956-y

Genome-wide association study identifies 48 common genetic variants associated with handedness

2020

Journal Article

More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

Parma, Valentina, Ohla, Kathrin, Veldhuizen, Maria G., Niv, Masha Y., Kelly, Christine E., Bakke, Alyssa J., Cooper, Keiland W., Bouysset, Cédric, Pirastu, Nicola, Dibattista, Michele, Kaur, Rishemjit, Liuzza, Marco Tullio, Pepino, Marta Y., Schöpf, Veronika, Pereda-Loth, Veronica, Olsson, Shannon B., Gerkin, Richard C., Rohlfs Domínguez, Paloma, Albayay, Javier, Farruggia, Michael C., Bhutani, Surabhi, Fjaeldstad, Alexander W., Kumar, Ritesh, Menini, Anna, Bensafi, Moustafa, Sandell, Mari, Konstantinidis, Iordanis, Di Pizio, Antonella, Genovese, Federica ... Hayes, John E. (2020). More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis. Chemical Senses, 45 (7), 609-622. doi: 10.1093/chemse/bjaa041

More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

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

Before you email them, read our advice on how to contact a supervisor.

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

    Multi-omic Approaches to Understanding Septic Shock

    Associate Advisor

    Other advisors: Professor David Evans

  • 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

    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

  • 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

Completed supervision

Media

Enquiries

Contact Dr Daniel Hwang directly for media enquiries about:

  • bitter
  • genetics
  • smell
  • sweet
  • taste

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communications@uq.edu.au