
Overview
Background
Dr Gratten completed his undergraduate studies and PhD at The University of Queensland, before undertaking postdoctoral training in evolutionary and quantitative genetics at the University of Sheffield. He then returned to Australia and shifted research focus to psychiatric and neurological genetics, taking up a position as research fellow at the Queensland Brain Institute. In 2013, he was recruited to UQ's Centre for Neurogenetics and Statistical Genomics, and in 2017 was awarded an NHMRC Career Development Fellowship (Level 2). He established the Cognitive Health Genomics group at Mater Research Institute in 2018, with the goal to improve understanding of the etiology of psychiatric and neurological disorders through analysis and integration of whole genome datasets. He has received >$5M in research funding from the NHMRC, Autism Cooperative Research Centre and both Australian (BICARE) and international (Brain & Behavior Research Foundation) philanthropic funders.
Availability
- Honorary Professor Jake Gratten is:
- Available for supervision
Fields of research
Qualifications
- Bachelor of Science, The University of Queensland
- Bachelor (Honours) of Science, The University of Queensland
- Doctor of Philosophy, The University of Queensland
Works
Search Professor Jake Gratten’s works on UQ eSpace
2023
Journal Article
The shared genetic landscape of blood cell traits and risk of neurological and psychiatric disorders
Yang, Yuanhao, Zhou, Yuan, Nyholt, Dale R., Yap, Chloe X., Tannenberg, Rudolph K., Wang, Ying, Wu, Yang, Zhu, Zhihong, Taylor, Bruce V. and Gratten, Jacob (2023). The shared genetic landscape of blood cell traits and risk of neurological and psychiatric disorders. Cell Genomics, 3 (2) 100249, 100249. doi: 10.1016/j.xgen.2022.100249
2022
Conference Publication
The shared genetic landscape of blood cell traits and risk of psychiatric and neurological disorders
Yang, Yuanhao, Zhou, Yuan, Nyholt, Dale, Zhu, Zhihong, Yap, Chloe, Tannenberg, Rudolph, Wu, Yang, Wang, Ying, Taylor, Bruce, Wray, Naomi and Gratten, Jacob (2022). The shared genetic landscape of blood cell traits and risk of psychiatric and neurological disorders. World Congress of Psychiatric Genetics (WCPG), Florence, Italy, 13-17 September 2022. Amsterdam, Netherlands: Elsevier. doi: 10.1016/j.euroneuro.2022.07.139
2022
Journal Article
Evaluation of the QRS score for diagnosing coronary artery disease in women: A Finnish cardiovascular study
Beyene, Serkalem D., Nikus, Kjell C., Lehtimaki, Terho J., Kahonen, Mika A. P. and Viik, Jari J. (2022). Evaluation of the QRS score for diagnosing coronary artery disease in women: A Finnish cardiovascular study. Annals of Noninvasive Electrocardiology, 27 (4) e12968. doi: 10.1111/anec.12968
2022
Journal Article
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
Trubetskoy, Vassily, Pardiñas, Antonio F, Qi, Ting, Panagiotaropoulou, Georgia, Awasthi, Swapnil, Bigdeli, Tim B, Bryois, Julien, Chen, Chia-Yen, Dennison, Charlotte A, Hall, Lynsey S, Lam, Max, Watanabe, Kyoko, Frei, Oleksandr, Ge, Tian, Harwood, Janet C, Koopmans, Frank, Magnusson, Sigurdur, Richards, Alexander L, Sidorenko, Julia, Wu, Yang, Zeng, Jian, Grove, Jakob, Kim, Minsoo, Li, Zhiqiang, Voloudakis, Georgios, Zhang, Wen, Adams, Mark, Agartz, Ingrid, Atkinson, Elizabeth G ... Schizophrenia Working Group of the Psychiatric Genomics Consortium (2022). Mapping genomic loci implicates genes and synaptic biology in schizophrenia. Nature, 604 (7906), 502-508. doi: 10.1038/s41586-022-04434-5
2022
Journal Article
Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals
Okbay, Aysu, Wu, Yeda, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Nehzati, Seyed Moeen, Sidorenko, Julia, Kweon, Hyeokmoon, Goldman, Grant, Gjorgjieva, Tamara, Jiang, Yunxuan, Hicks, Barry, Tian, Chao, Hinds, David A., Ahlskog, Rafael, Magnusson, Patrik K E, Oskarsson, Sven, Hayward, Caroline, Campbell, Archie, Porteous, David J., Freese, Jeremy, Herd, Pamela, Watson, Chelsea, Jala, Jonathan, Conley, Dalton, Koellinger, Philipp D., Johannesson, Magnus, Laibson, David, Meyer, Michelle N. ... Social Science Genetic Association Consortium (2022). Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals. Nature Genetics, 54 (4), 437-449. doi: 10.1038/s41588-022-01016-z
2022
Journal Article
Australian Parkinson’s Genetics Study (APGS): pilot (n=1532)
Bivol, Svetlana, Mellick, George D., Gratten, Jacob, Parker, Richard, Mulcahy, Aoibhe, Mosley, Philip E., Poortvliet, Peter C., Campos, Adrian I., Mitchell, Brittany L., Garcia-Marin, Luis M., Cross, Simone, Ferguson, Mary, Lind, Penelope A., Loesch, Danuta Z., Visscher, Peter M., Medland, Sarah E., Scherzer, Clemens R., Martin, Nicholas G. and Rentería, Miguel E. (2022). Australian Parkinson’s Genetics Study (APGS): pilot (n=1532). BMJ Open, 12 (2) e052032, e052032. doi: 10.1136/bmjopen-2021-052032
2021
Journal Article
Investigating the shared genetic architecture between multiple sclerosis and inflammatory bowel diseases
Yang, Yuanhao, Musco, Hannah, Simpson-Yap, Steve, Zhu, Zhihong, Wang, Ying, Lin, Xin, Zhang, Jiawei, Taylor, Bruce, Gratten, Jacob and Zhou, Yuan (2021). Investigating the shared genetic architecture between multiple sclerosis and inflammatory bowel diseases. Nature Communications, 12 (1) 5641, 5641. doi: 10.1038/s41467-021-25768-0
2021
Journal Article
Autism-related dietary preferences mediate autism-gut microbiome associations
Yap, Chloe X., Henders, Anjali K., Alvares, Gail A., Wood, David L.A., Krause, Lutz, Tyson, Gene W., Restuadi, Restuadi, Wallace, Leanne, McLaren, Tiana, Hansell, Narelle K., Cleary, Dominique, Grove, Rachel, Hafekost, Claire, Harun, Alexis, Holdsworth, Helen, Jellett, Rachel, Khan, Feroza, Lawson, Lauren P., Leslie, Jodie, Frenk, Mira Levis, Masi, Anne, Mathew, Nisha E., Muniandy, Melanie, Nothard, Michaela, Miller, Jessica L., Nunn, Lorelle, Holtmann, Gerald, Strike, Lachlan T., de Zubicaray, Greig I. ... Gratten, Jacob (2021). Autism-related dietary preferences mediate autism-gut microbiome associations. Cell, 184 (24), 5916-5931.e17. doi: 10.1016/j.cell.2021.10.015
2021
Journal Article
Rewards of compassion: Dispositional compassion predicts lower job strain and effort-reward imbalance over a 11-year follow-up
Tolonen, Iina, Saarinen, Aino, Keltikangas-Jaervinen, Liisa, Siira, Virva, Kahonen, Mika and Hintsanen, Mirka (2021). Rewards of compassion: Dispositional compassion predicts lower job strain and effort-reward imbalance over a 11-year follow-up. Frontiers in Psychology, 12 730188, 1-12. doi: 10.3389/fpsyg.2021.730188
2021
Journal Article
Meta-analysis of genome-wide DNA methylation identifies shared associations across neurodegenerative disorders
Nabais, Marta F., Laws, Simon M., Lin, Tian, Vallerga, Costanza L., Armstrong, Nicola J., Blair, Ian P., Kwok, John B., Mather, Karen A., Mellick, George D., Sachdev, Perminder S., Wallace, Leanne, Henders, Anjali K., Zwamborn, Ramona A. J., Hop, Paul J., Lunnon, Katie, Pishva, Ehsan, Roubroeks, Janou A. Y., Soininen, Hilkka, Tsolaki, Magda, Mecocci, Patrizia, Lovestone, Simon, Kloszewska, Iwona, Vellas, Bruno, Furlong, Sarah, Garton, Fleur C., Henderson, Robert D., Mathers, Susan, McCombe, Pamela A., Needham, Merrilee ... McRae, Allan F. (2021). Meta-analysis of genome-wide DNA methylation identifies shared associations across neurodegenerative disorders. Genome Biology, 22 (1) 90, 1-30. doi: 10.1186/s13059-021-02275-5
2021
Journal Article
Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank
Yap, Chloe X., Alvares, Gail A., Henders, Anjali K., Lin, Tian, Wallace, Leanne, Farrelly, Alaina, McLaren, Tiana, Berry, Jolene, Vinkhuyzen, Anna A. E., Trzaskowski, Maciej, Zeng, Jian, Yang, Yuanhao, Cleary, Dominique, Grove, Rachel, Hafekost, Claire, Harun, Alexis, Holdsworth, Helen, Jellett, Rachel, Khan, Feroza, Lawson, Lauren, Leslie, Jodie, Levis Frenk, Mira, Masi, Anne, Mathew, Nisha E., Muniandy, Melanie, Nothard, Michaela, Visscher, Peter M., Dawson, Paul A., Dissanayake, Cheryl ... Gratten, Jacob (2021). Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank. Molecular Autism, 12 (1) 12, 12. doi: 10.1186/s13229-020-00407-5
2020
Journal Article
Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning
Orlenko, Alena, Kofink, Daniel, Lyytikainen, Leo-Pekka, Nikus, Kjell, Mishra, Pashupati, Kuukasjarvi, Pekka, Karhunen, Pekka J., Kahonen, Mika, Laurikka, Jari O., Lehtimaki, Terho, Asselbergs, Folkert W. and Moore, Jason H. (2020). Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning. Bioinformatics, 36 (6), 1772-1778. doi: 10.1093/bioinformatics/btz796
2020
Journal Article
Analysis of DNA methylation associates the cystine–glutamate antiporter SLC7A11 with risk of Parkinson’s disease
Vallerga, Costanza L., Zhang, Futao, Fowdar, Javed, McRae, Allan F., Qi, Ting, Nabais, Marta F., Zhang, Qian, Kassam, Irfahan, Henders, Anjali K., Wallace, Leanne, Montgomery, Grant, Chuang, Yu-Hsuan, Horvath, Steve, Ritz, Beate, Halliday, Glenda, Hickie, Ian, Kwok, John B., Pearson, John, Pitcher, Toni, Kennedy, Martin, Bentley, Steven R., Silburn, Peter A., Yang, Jian, Wray, Naomi R., Lewis, Simon J. G., Anderson, Tim, Dalrymple-Alford, John, Mellick, George D., Visscher, Peter M. and Gratten, Jacob (2020). Analysis of DNA methylation associates the cystine–glutamate antiporter SLC7A11 with risk of Parkinson’s disease. Nature Communications, 11 (1) 1238, 1238. doi: 10.1038/s41467-020-15065-7
2020
Journal Article
Significant out-of-sample classification from methylation profile scoring for amyotrophic lateral sclerosis
Nabais, Marta F., Lin, Tian, Benyamin, Beben, Williams, Kelly L., Garton, Fleur C., Vinkhuyzen, Anna A. E., Zhang, Futao, Vallerga, Costanza L., Restuadi, Restuadi, Freydenzon, Anna, Zwamborn, Ramona A. J., Hop, Paul J., Robinson, Matthew R., Gratten, Jacob, Visscher, Peter M., Hannon, Eilis, Mill, Jonathan, Brown, Matthew A., Laing, Nigel G., Mather, Karen A., Sachdev, Perminder S., Ngo, Shyuan T., Steyn, Frederik J., Wallace, Leanne, Henders, Anjali K., Needham, Merrilee, Veldink, Jan H., Mathers, Susan, Nicholson, Garth ... Wray, Naomi R. (2020). Significant out-of-sample classification from methylation profile scoring for amyotrophic lateral sclerosis. npj Genomic Medicine, 5 (1) 10, 1-9. doi: 10.1038/s41525-020-0118-3
2020
Journal Article
18-FDG-PET in a patient cohort suspected for cardiac sarcoidosis: right ventricular uptake is associated with pathological uptake in mediastinal lymph nodes
Tuominen, Heikki, Haarala, Atte, Tikkakoski, Antti, Kahonen, Mika, Nikus, Kjell and Sipila, Kalle (2020). 18-FDG-PET in a patient cohort suspected for cardiac sarcoidosis: right ventricular uptake is associated with pathological uptake in mediastinal lymph nodes. Journal of Nuclear Cardiology, 27 (1), 109-117. doi: 10.1007/s12350-018-1291-y
2019
Journal Article
Circulating metabolites and the risk of type 2 diabetes: a prospective study of 11,896 young adults from four Finnish cohorts
Ahola-Olli, Ari V., Mustelin, Linda, Kalimeri, Maria, Kettunen, Johannes, Jokelainen, Jari, Auvinen, Juha, Puukka, Katri, Havulinna, Aki S., Lehtimaki, Terho, Kahonen, Mika, Juonala, Markus, Keinanen-Kiukaanniemi, Sirkka, Salomaa, Veikko, Perola, Markus, Jarvelin, Marjo-Riitta, Ala-Korpela, Mika, Raitakari, Olli and Wurtz, Peter (2019). Circulating metabolites and the risk of type 2 diabetes: a prospective study of 11,896 young adults from four Finnish cohorts. Diabetologia, 62 (12), 2298-2309. doi: 10.1007/s00125-019-05001-w
2019
Journal Article
Identification of novel risk loci, causal insights, and heritable risk for Parkinson's disease: a meta-analysis of genome-wide association studies
Nalls, Mike A, Blauwendraat, Cornelis, Vallerga, Costanza L, Heilbron, Karl, Bandres-Ciga, Sara, Chang, Diana, Tan, Manuela, Kia, Demis A, Noyce, Alastair J, Xue, Angli, Bras, Jose, Young, Emily, von Coelln, Rainer, Simón-Sánchez, Javier, Schulte, Claudia, Sharma, Manu, Krohn, Lynne, Pihlstrøm, Lasse, Siitonen, Ari, Iwaki, Hirotaka, Leonard, Hampton, Faghri, Faraz, Gibbs, J Raphael, Hernandez, Dena G, Scholz, Sonja W, Botia, Juan A, Martinez, Maria, Corvol, Jean-Christophe, Lesage, Suzanne ... Zhang, Futao (2019). Identification of novel risk loci, causal insights, and heritable risk for Parkinson's disease: a meta-analysis of genome-wide association studies. The Lancet Neurology, 18 (12), 1091-1102. doi: 10.1016/S1474-4422(19)30320-5
2019
Journal Article
Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing
Zhang, Qian, Vallerga, Costanza L., Walker, Rosie M., Lin, Tian, Henders, Anjali K., Montgomery, Grant W., He, Ji, Fan, Dongsheng, Fowdar, Javed, Kennedy, Martin, Pitcher, Toni, Pearson, John, Halliday, Glenda, Kwok, John B., Hickie, Ian, Lewis, Simon, Anderson, Tim, Silburn, Peter A., Mellick, George D., Harris, Sarah E., Redmond, Paul, Murray, Alison D., Porteous, David J., Haley, Christopher S., Evans, Kathryn L., McIntosh, Andrew M., Yang, Jian, Gratten, Jacob, Marioni, Riccardo E. ... Visscher, Peter M. (2019). Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing. Genome Medicine, 11 (1) 54, 54. doi: 10.1186/s13073-019-0667-1
2019
Journal Article
The genetic relationship between female reproductive traits and six psychiatric disorders
Ni, Guiyan, Amare, Azmeraw T., Zhou, Xuan, Mills, Natalie, Gratten, Jacob and Lee, S. Hong (2019). The genetic relationship between female reproductive traits and six psychiatric disorders. Scientific Reports, 9 (1) 12041, 12041. doi: 10.1038/s41598-019-48403-x
2019
Journal Article
Association of schizophrenia risk with disordered niacin metabolism in an Indian genome-wide association study
Periyasamy, Sathish, John, Sujit, Padmavati, Raman, Rajendren, Preeti, Thirunavukkarasu, Priyadarshini, Gratten, Jacob, Vinkhuyzen, Anna, McRae, Allan, Holliday, Elizabeth G., Nyholt, Dale R., Nancarrow, Derek, Bakshi, Andrew, Hemani, Gibran, Nertney, Deborah, Smith, Heather, Filippich, Cheryl, Patel, Kalpana, Fowdar, Javed, McLean, Duncan, Tirupati, Srinivasan, Nagasundaram, Arunkumar, Gundugurti, Prasad Rao, Selvaraj, Krishnamurthy, Jegadeesan, Jayaprakash, Jorde, Lynn B., Wray, Naomi R., Brown, Matthew A., Suetani, Rachel, Giacomotto, Jean ... Mowry, Bryan J. (2019). Association of schizophrenia risk with disordered niacin metabolism in an Indian genome-wide association study. JAMA Psychiatry, 76 (10), 1026-1034. doi: 10.1001/jamapsychiatry.2019.1335
Funding
Current funding
Supervision
Availability
- Honorary Professor Jake Gratten is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Available projects
-
Cellular genomics of Parkinson's disease
We are seeking a highly motivated PhD candidate with a background and interest in human genomics, statistics and neurodegenerative disease to join the Cognitive Health Genomics group at the Mater Research Institute, UQ. The successful candidate would work on an NHMRC-funded study to identify selectively vulnerable neuronal and/or glial cell types across the spatial and temporal course of Parkinson’s disease using single cell approaches.
Project description
Parkinson’s disease (PD) is a complex neurodegenerative condition affecting 1% of Australians aged ≥60-years. There is no cure, and the number of affected individuals is rising steeply as populations age. Understanding the genetic basis of PD is critical to developing new therapeutics to counter the growing disease burden. Large-scale genome-wide association studies (GWAS) of PD have identified nearly 100 risk loci, but interpretation of these findings remains challenging; we do not yet know the identity of most PD risk genes, nor the specific cell types in which they act, nor when they act during the course of disease, which hampers efforts to identify targets for interventions. We will address these challenges by using single nucleus RNA-seq to identify cell types involved in the onset and progression of Lewy body pathology in PD-related brain regions.
Requirements
- Bachelor’s degree with first class honours, or Masters, in statistics, mathematics, bioinformatics, human genetics, animal breeding, or an equivalent field.
- Prior research experience in human genomics or animal breeding, including a familiarity with high-throughput genomic data and working in a high-performance computing environment.
- Skills in the R statistical computing language and/or python, C++ or an equivalent computing language.
- High degree of motivation and organisation, and an ability to work both independently and as part of a team.
- (Co-)authorship on at least one peer-reviewed publication (for International applicants)
- Excellent written and oral communications skills in English.
For further information please contact Dr Jake Gratten, jacob.gratten@mater.uq.edu.au, +61-7-34437585.
-
Understanding mechanisms underlying multiple sclerosis using large-scale multi-omics
We are seeking a highly motivated PhD candidate with a background and interest in human genomics, statistics and neurodegenerative disease to join the Cognitive Health Genomics group at the Mater Research Institute, UQ. The successful candidate would work on an NHMRC-funded study to improve understanding of the pathophysiology of multiple sclerosis by integrating large-scale multi-omics data using cutting-edge statistical methods.
Requirements
- Bachelor’s degree with first class honours, or Masters, in statistics, mathematics, bioinformatics, human genetics, animal breeding, or an equivalent field.
- Prior research experience in human genomics or animal breeding, including a familiarity with high-throughput genomic data and working in a high-performance computing environment.
- Skills in the R statistical computing language and/or python, C++ or an equivalent computing language.
- High degree of motivation and organisation, and an ability to work both independently and as part of a team.
- Excellent written and oral communications skills in English.
For further information please contact Prof Jake Gratten, jacob.gratten@mater.uq.edu.au.
Supervision history
Current supervision
-
Doctor Philosophy
Cellular genomics of Parkinson's disease
Principal Advisor
Other advisors: Dr Quan Nguyen, Dr Allan McRae, Dr Yuanhao Yang
-
Doctor Philosophy
Multiomics of common co-occurring conditions in autism spectrum disorder
Principal Advisor
Other advisors: Dr Allan McRae, Dr Yuanhao Yang
-
Doctor Philosophy
Using multi-omics approaches to characterise determinants of early growth trajectories and their consequences on later life health
Associate Advisor
Other advisors: Professor David Evans, Dr Nicole Warrington
Completed supervision
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2022
Doctor Philosophy
Multi-omics data offer systemic insights into autism
Principal Advisor
Other advisors: Professor Naomi Wray, Professor Gerald Holtmann
-
2019
Doctor Philosophy
Systems Genomics of Parkinson's Disease
Principal Advisor
Other advisors: Professor Peter Visscher
-
2018
Master Philosophy
Integrating genome-wide association study data with gene expression to understand complex traits and common diseases
Principal Advisor
Other advisors: Dr Allan McRae, Professor Naomi Wray
-
2024
Doctor Philosophy
The Role of the Gut Microbiome in Psychiatric Illness: From Prenatal Risk Factors to Treatment Resistance
Associate Advisor
Other advisors: Professor Dan Siskind, Professor Darryl Eyles
-
2015
Doctor Philosophy
Analysis of non-coding RNA expression in schizophrenia brain
Associate Advisor
Other advisors: Professor Bryan Mowry
Media
Enquiries
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