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2023

Journal Article

Rare genetic variants underlie outlying levels of DNA methylation and gene-expression

Chundru, V. Kartik, Marioni, Riccardo E., Pendergast, James G. D., Lin, Tian, Beveridge, Allan J., Martin, Nicholas G, Montgomery, Grant W., Hume, David A., Deary, Ian J., Visscher, Peter M., Wray, Naomi R. and McRae, Allan F. (2023). Rare genetic variants underlie outlying levels of DNA methylation and gene-expression. Human Molecular Genetics, 32 (11), 1912-1921. doi: 10.1093/hmg/ddad028

Rare genetic variants underlie outlying levels of DNA methylation and gene-expression

2023

Journal Article

An overview of DNA methylation-derived trait score methods and applications

Nabais, Marta F., Gadd, Danni A., Hannon, Eilis, Mill, Jonathan, McRae, Allan F. and Wray, Naomi R. (2023). An overview of DNA methylation-derived trait score methods and applications. Genome Biology, 24 (1) 28, 28. doi: 10.1186/s13059-023-02855-7

An overview of DNA methylation-derived trait score methods and applications

2023

Journal Article

Epigenome-wide association study reveals CpG sites associated with thyroid function and regulatory effects on KLF9

Weihs, Antoine, Chaker, Layal, Martin, Tiphaine Christiane, Braun, Kim V.E., Campbell, Purdey J, Cox, Simon R, Fornage, Myriam, Gieger, Christian, Grabe, Hans J, Grallert, Harald, Harris, Sarah E, Kühnel, Brigitte, Marioni, Riccardo E, Martin, Nicholas G, McCartney, Daniel L, McRae, Allan F, Meisinger, Christa, Meurs, Joyce van, Nano, Jana, Nauck, Matthias, Peters, Annette, Prokisch, Holger, Roden, Michael, Selvin, Elizabeth, Beekman, Marian, van Heemst, Diana, Slagboom, Eline P, Swenson, Brenton R, Tin, Adrienne ... Teumer, Alexander (2023). Epigenome-wide association study reveals CpG sites associated with thyroid function and regulatory effects on KLF9. Thyroid (ja), 301-311. doi: 10.1089/thy.2022.0373

Epigenome-wide association study reveals CpG sites associated with thyroid function and regulatory effects on KLF9

2023

Journal Article

Genotype by sex interactions in ankylosing spondylitis

Li, Zhixiu, McRae, Allan F., Wang, Geng, Ellis, Jonathan J., Whyte, Jessica, Kenna, Tony J., Brown, Matthew A. and Evans, David M. (2023). Genotype by sex interactions in ankylosing spondylitis. Nature Genetics, 55 (1), 14-16. doi: 10.1038/s41588-022-01250-5

Genotype by sex interactions in ankylosing spondylitis

2023

Other Outputs

Skeletal muscle and blood RNA-seq counts in motor neurone disease cases and controls

Anna Freydenzon, Allan F. McRaee, Shyuan Ngo, Naomi R. Wray, Leanne Wallace, Anjali K. Henders, Pamela A. McCombe, Robert D. Henderson and Frederik J. Steyn (2023). Skeletal muscle and blood RNA-seq counts in motor neurone disease cases and controls. The University of Queensland. (Dataset) doi: 10.48610/b722f1f

Skeletal muscle and blood RNA-seq counts in motor neurone disease cases and controls

2022

Journal Article

Identification of influential probe types in epigenetic predictions of human traits: implications for microarray design

Hillary, Robert F., McCartney, Daniel L., McRae, Allan F., Campbell, Archie, Walker, Rosie M., Hayward, Caroline, Horvath, Steve, Porteous, David J., Evans, Kathryn L. and Marioni, Riccardo E. (2022). Identification of influential probe types in epigenetic predictions of human traits: implications for microarray design. Clinical Epigenetics, 14 (1) 100, 100. doi: 10.1186/s13148-022-01320-9

Identification of influential probe types in epigenetic predictions of human traits: implications for microarray design

2022

Journal Article

Association between DNA methylation variability and self-reported exposure to heavy metals

Freydenzon, Anna, Nabais, Marta F., Lin, Tian, Williams, Kelly L., Wallace, Leanne, Henders, Anjali K., Blair, Ian P., Wray, Naomi R., Pamphlett, Roger and McRae, Allan F. (2022). Association between DNA methylation variability and self-reported exposure to heavy metals. Scientific Reports, 12 (1) 10582, 1-9. doi: 10.1038/s41598-022-13892-w

Association between DNA methylation variability and self-reported exposure to heavy metals

2022

Journal Article

The role of critical immune genes in brain disorders: insights from neuroimaging immunogenetics

Bian, Beilei, Couvy-Duchesne, Baptiste, Wray, Naomi R. and McRae, Allan F. (2022). The role of critical immune genes in brain disorders: insights from neuroimaging immunogenetics. Brain Communications, 4 (2) fcac078, fcac078. doi: 10.1093/braincomms/fcac078

The role of critical immune genes in brain disorders: insights from neuroimaging immunogenetics

2022

Journal Article

Genome-wide study of DNA methylation shows alterations in metabolic, inflammatory, and cholesterol pathways in ALS

Hop, Paul J., Zwamborn, Ramona A.J., Hannon, Eilis, Shireby, Gemma L., Nabais, Marta F., Walker, Emma M., van Rheenen, Wouter, van Vugt, Joke J.F.A., Dekker, Annelot M., Westeneng, Henk-Jan, Tazelaar, Gijs H.P., van Eijk, Kristel R., Moisse, Matthieu, Baird, Denis, Al Khleifat, Ahmad, Iacoangeli, Alfredo, Ticozzi, Nicola, Ratti, Antonia, Cooper-Knock, Jonathan, Morrison, Karen E., Shaw, Pamela J., Basak, A. Nazli, Chiò, Adriano, Calvo, Andrea, Moglia, Cristina, Canosa, Antonio, Brunetti, Maura, Grassano, Maurizio, Gotkine, Marc ... Brain MEND Consortium (2022). Genome-wide study of DNA methylation shows alterations in metabolic, inflammatory, and cholesterol pathways in ALS. Science Translational Medicine, 14 (633) eabj0264, 1-15. doi: 10.1126/scitranslmed.abj0264

Genome-wide study of DNA methylation shows alterations in metabolic, inflammatory, and cholesterol pathways in ALS

2022

Journal Article

Author Correction: Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

van Rheenen, Wouter, van der Spek, Rick A. A., Bakker, Mark K., van Vugt, Joke J. F. A., Hop, Paul J., Zwamborn, Ramona A. J., de Klein, Niek, Westra, Harm-Jan, Bakker, Olivier B., Deelen, Patrick, Shireby, Gemma, Hannon, Eilis, Moisse, Matthieu, Baird, Denis, Restuadi, Restuadi, Dolzhenko, Egor, Dekker, Annelot M., Gawor, Klara, Westeneng, Henk-Jan, Tazelaar, Gijs H. P., van Eijk, Kristel R., Kooyman, Maarten, Byrne, Ross P., Doherty, Mark, Heverin, Mark, Al Khleifat, Ahmad, Iacoangeli, Alfredo, Shatunov, Aleksey, Ticozzi, Nicola ... SLAP Consortium (2022). Author Correction: Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology. Nature Genetics, 54 (3), 361-361. doi: 10.1038/s41588-022-01020-3

Author Correction: Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

2022

Journal Article

Functional characterisation of the amyotrophic lateral sclerosis risk locus GPX3/TNIP1

Restuadi, Restuadi, Steyn, Frederik J., Kabashi, Edor, Ngo, Shyuan T., Cheng, Fei-Fei, Nabais, Marta F., Thompson, Mike J., Qi, Ting, Wu, Yang, Henders, Anjali K., Wallace, Leanne, Bye, Chris R., Turner, Bradley J., Ziser, Laura, Mathers, Susan, McCombe, Pamela A., Needham, Merrilee, Schultz, David, Kiernan, Matthew C., van Rheenen, Wouter, van den Berg, Leonard H., Veldink, Jan H., Ophoff, Roel, Gusev, Alexander, Zaitlen, Noah, McRae, Allan F., Henderson, Robert D., Wray, Naomi R., Giacomotto, Jean and Garton, Fleur C. (2022). Functional characterisation of the amyotrophic lateral sclerosis risk locus GPX3/TNIP1. Genome Medicine, 14 (1) 7, 7. doi: 10.1186/s13073-021-01006-6

Functional characterisation of the amyotrophic lateral sclerosis risk locus GPX3/TNIP1

2022

Journal Article

Epigenetic scores for the circulating proteome as tools for disease prediction

Gadd, Danni A., Hillary, Robert F., McCartney, Daniel L., Zaghlool, Shaza B., Stevenson, Anna J., Cheng, Yipeng, Fawns-Ritchie, Chloe, Nangle, Cliff, Campbell, Archie, Flaig, Robin, Harris, Sarah E., Walker, Rosie M., Shi, Liu, Tucker-Drob, Elliot M., Gieger, Christian, Peters, Annette, Waldenberger, Melanie, Graumann, Johannes, McRae, Allan F., Deary, Ian J., Porteous, David J., Hayward, Caroline, Visscher, Peter M., Cox, Simon R., Evans, Kathryn L., McIntosh, Andrew M., Suhre, Karsten and Marioni, Riccardo E. (2022). Epigenetic scores for the circulating proteome as tools for disease prediction. eLife, 11 e71802, 1-24. doi: 10.7554/eLife.71802

Epigenetic scores for the circulating proteome as tools for disease prediction

2021

Journal Article

Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

van Rheenen, Wouter, van der Spek, Rick A. A., Bakker, Mark K., van Vugt, Joke J. F. A., Hop, Paul J., Zwamborn, Ramona A. J., de Klein, Niek, Westra, Harm-Jan, Bakker, Olivier B., Deelen, Patrick, Shireby, Gemma, Hannon, Eilis, Moisse, Matthieu, Baird, Denis, Restuadi, Restuadi, Dolzhenko, Egor, Dekker, Annelot M., Gawor, Klara, Westeneng, Henk-Jan, Tazelaar, Gijs H. P., van Eijk, Kristel R., Kooyman, Maarten, Byrne, Ross P., Doherty, Mark, Heverin, Mark, Al Khleifat, Ahmad, Iacoangeli, Alfredo, Shatunov, Aleksey, Ticozzi, Nicola ... SLAP Consortium (2021). Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology. Nature Genetics, 53 (12), 1636-1648. doi: 10.1038/s41588-021-00973-1

Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

2021

Journal Article

Creating and validating a DNA methylation-based proxy for interleukin-6

Stevenson, Anna J, Gadd, Danni A, Hillary, Robert F, McCartney, Daniel L, Campbell, Archie, Walker, Rosie M, Evans, Kathryn L, Harris, Sarah E, Spires-Jones, Tara L, McRae, Allan F, Visscher, Peter M, McIntosh, Andrew M, Deary, Ian J and Marioni, Riccardo E (2021). Creating and validating a DNA methylation-based proxy for interleukin-6. Journals of Gerontology - Series A Biological Sciences and Medical Sciences, 76 (12), 2284-2292. doi: 10.1093/gerona/glab046

Creating and validating a DNA methylation-based proxy for interleukin-6

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

Autism-related dietary preferences mediate autism-gut microbiome associations

2021

Conference Publication

Detection of Assortative Mating in the Absence of Spousal Information

Zhang, Yuanxiang, McRae, Allan F., Visscher, Peter M. and Yengo, Loic (2021). Detection of Assortative Mating in the Absence of Spousal Information. NEW YORK: SPRINGER.

Detection of Assortative Mating in the Absence of Spousal Information

2021

Journal Article

Identical twins carry a persistent epigenetic signature of early genome programming

van Dongen, Jenny, Gordon, Scott D., McRae, Allan F., Odintsova, Veronika V., Mbarek, Hamdi, Breeze, Charles E., Sugden, Karen, Lundgren, Sara, Castillo-Fernandez, Juan E., Hannon, Eilis, Moffitt, Terrie E., Hagenbeek, Fiona A., van Beijsterveldt, Catharina E. M., Jan Hottenga, Jouke, Tsai, Pei-Chien, van Dongen, Jenny, Hottenga, Jouke-Jan, McRae, Allan F., Sugden, Karen, Castillo-Fernandez, Juan E., Hannon, Eilis, Moffitt, Terrie E., Hottenga, Jouke-Jan, de Geus, Eco J. C., Spector, Timothy D., Min, Josine L., Hemani, Gibran, Ehli, Erik A., Paul, Franziska ... Genetics of DNA Methylation Consortium (2021). Identical twins carry a persistent epigenetic signature of early genome programming. Nature Communications, 12 (1) 5618, 5618. doi: 10.1038/s41467-021-25583-7

Identical twins carry a persistent epigenetic signature of early genome programming

2021

Journal Article

Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

Min, Josine L., Hemani, Gibran, Hannon, Eilis, Dekkers, Koen F., Castillo-Fernandez, Juan, Luijk, René, Carnero-Montoro, Elena, Lawson, Daniel J., Burrows, Kimberley, Suderman, Matthew, Bretherick, Andrew D., Richardson, Tom G., Klughammer, Johanna, Iotchkova, Valentina, Sharp, Gemma, Al Khleifat, Ahmad, Shatunov, Aleksey, Iacoangeli, Alfredo, McArdle, Wendy L., Ho, Karen M., Kumar, Ashish, Söderhäll, Cilla, Soriano-Tárraga, Carolina, Giralt-Steinhauer, Eva, Kazmi, Nabila, Mason, Dan, McRae, Allan F., Corcoran, David L., Sugden, Karen ... BIOS Consortium (2021). Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation. Nature Genetics, 53 (9), 1311-1321. doi: 10.1038/s41588-021-00923-x

Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

2021

Journal Article

Phantom epistasis between unlinked loci

Hemani, Gibran, Powell, Joseph E., Wang, Huanwei, Shakhbazov, Konstantin, Westra, Harm-Jan, Esko, Tonu, Henders, Anjali K., McRae, Allan F., Martin, Nicholas G., Metspalu, Andres, Franke, Lude, Montgomery, Grant W., Goddard, Michael E., Gibson, Greg, Yang, Jian and Visscher, Peter M. (2021). Phantom epistasis between unlinked loci. Nature, 596 (7871), E1-E3. doi: 10.1038/s41586-021-03765-z

Phantom epistasis between unlinked loci

2021

Journal Article

Using monozygotic twins to dissect common genes in posttraumatic stress disorder and migraine

Bainomugisa, Charlotte K., Sutherland, Heidi G., Parker, Richard, Mcrae, Allan F., Haupt, Larisa M., Griffiths, Lyn R., Heath, Andrew, Nelson, Elliot C., Wright, Margaret J., Hickie, Ian B., Martin, Nicholas G., Nyholt, Dale R. and Mehta, Divya (2021). Using monozygotic twins to dissect common genes in posttraumatic stress disorder and migraine. Frontiers in Neuroscience, 15 678350, 678350. doi: 10.3389/fnins.2021.678350

Using monozygotic twins to dissect common genes in posttraumatic stress disorder and migraine