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26 Publications
2025 | Published | Journal Article | IST-REx-ID: 19023 | 
Bernabeu E, Chybowska AD, Kresovich JK, Suderman M, Mccartney DL, Hillary RF, Corley J, Valdés-Hernández MDC, Maniega SM, Bastin ME, Wardlaw JM, Xu Z, Sandler DP, Campbell A, Harris SE, Mcintosh AM, Taylor JA, Yousefi P, Cox SR, Evans KL, Robinson MR, Vallejos CA, Marioni RE. 2025. Blood-based epigenome-wide association study and prediction of alcohol consumption. Clinical Epigenetics. 17, 14.
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2025 | Published | Journal Article | IST-REx-ID: 18754 |
Smith HM, Ng HK, Moodie JE, Gadd DA, Mccartney DL, Bernabeu E, Campbell A, Redmond P, Taylor A, Page D, Corley J, Harris SE, Tay D, Deary IJ, Evans KL, Robinson MR, Chambers JC, Loh M, Cox SR, Marioni RE, Hillary RF. 2025. DNA methylation-based predictors of metabolic traits in Scottish and Singaporean cohorts. American Journal of Human Genetics. 112(1), 106–115.
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2024 | Published | Preprint | IST-REx-ID: 18648 |
Machnik NN, Mahmoudi SM, Borczyk M, Krätschmer I, Bauer MJ, Robinson MR. Causal inference for multiple risk factors and diseases from genomics data. bioRxiv. 2024. doi:10.1101/2023.12.06.570392
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2024 | Published | Thesis | IST-REx-ID: 18642
Machnik NN. Algorithms for causal learning and comparative analysis for genomic data. 2024. doi:10.15479/at:ista:18642
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2024 | Published | Conference Paper | IST-REx-ID: 17147
Depope A, Mondelli M, Robinson MR. Inference of genetic effects via approximate message passing. In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE; 2024:13151-13155. doi:10.1109/ICASSP48485.2024.10447198
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2024 | Published | Journal Article | IST-REx-ID: 14932 |
Tsuboi M, Kopperud BT, Matschiner M, et al. Antler allometry, the Irish elk and Gould revisited. Evolutionary Biology. 2024;51:149-165. doi:10.1007/s11692-023-09624-1
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2024 | Published | Thesis | IST-REx-ID: 17368 |
Villanueva Marijuan A. Bayesian linear regression for analyzing general omics data with time-to-event phenotypes. 2024. doi:10.15479/at:ista:17368
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2023 | Published | Journal Article | IST-REx-ID: 14258 |
Ojavee SE, Darrous L, Patxot M, et al. Genetic insights into the age-specific biological mechanisms governing human ovarian aging. American Journal of Human Genetics. 2023;110(9):1549-1563. doi:10.1016/j.ajhg.2023.07.006
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2023 | Published | Journal Article | IST-REx-ID: 12719 |
Bernabeu E, Mccartney DL, Gadd DA, et al. Refining epigenetic prediction of chronological and biological age. Genome Medicine. 2023;15. doi:10.1186/s13073-023-01161-y
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2023 | Published | Journal Article | IST-REx-ID: 12758 |
Pak MA, Markhieva KA, Novikova MS, et al. Using AlphaFold to predict the impact of single mutations on protein stability and function. PLoS ONE. 2023;18(3). doi:10.1371/journal.pone.0282689
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2023 | Published | Journal Article | IST-REx-ID: 14689
Ing-Simmons E, Machnik NN, Vaquerizas JM. Reply to: Revisiting the use of structural similarity index in Hi-C. Nature Genetics. 2023;55(12):2053-2055. doi:10.1038/s41588-023-01595-5
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2023 | Published | Journal Article | IST-REx-ID: 14753 |
Faccioli P, Krätschmer I, Lourenço C. Low-pT quarkonium polarization measurements: Challenges and opportunities. Physics Letters B. 2023;840. doi:10.1016/j.physletb.2023.137871
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2022 | Published | Journal Article | IST-REx-ID: 10702 |
McCartney DL, Hillary RF, Conole ELS, Banos DT, Gadd DA, Walker RM, Nangle C, Flaig R, Campbell A, Murray AD, Maniega SM, Valdés-Hernández MDC, Harris MA, Bastin ME, Wardlaw JM, Harris SE, Porteous DJ, Tucker-Drob EM, McIntosh AM, Evans KL, Deary IJ, Cox SR, Robinson MR, Marioni RE. 2022. Blood-based epigenome-wide analyses of cognitive abilities. Genome Biology. 23(1), 26.
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2022 | Published | Journal Article | IST-REx-ID: 11733 |
Orliac EJ, Trejo Banos D, Ojavee SE, et al. Improving GWAS discovery and genomic prediction accuracy in biobank data. Proceedings of the National Academy of Sciences of the United States of America. 2022;119(31). doi:10.1073/pnas.2121279119
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2022 | Published | Journal Article | IST-REx-ID: 17076 |
Hillary RF, Gadd DA, McCartney DL, et al. Genome‐ and epigenome‐wide studies of plasma protein biomarkers for Alzheimer’s disease implicate TBCA and TREM2 in disease risk. Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring. 2022;14(1). doi:10.1002/dad2.12280
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2022 | Published | Journal Article | IST-REx-ID: 12142 |
Ojavee SE, Kutalik Z, Robinson MR. Liability-scale heritability estimation for biobank studies of low-prevalence disease. The American Journal of Human Genetics. 2022;109(11):2009-2017. doi:10.1016/j.ajhg.2022.09.011
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2022 | Published | Journal Article | IST-REx-ID: 12235 |
Patxot M, Stojanov M, Ojavee SE, et al. Haematological changes from conception to childbirth: An indicator of major pregnancy complications. European Journal of Haematology. 2022;109(5):566-575. doi:10.1111/ejh.13844
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2022 | Research Data Reference | IST-REx-ID: 13064 |
Orliac E, Trejo Banos D, Ojavee S, et al. Improving genome-wide association discovery and genomic prediction accuracy in biobank data. 2022. doi:10.5061/DRYAD.GTHT76HMZ
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2021 | Published | Journal Article | IST-REx-ID: 10069 |
Robinson MR, Patxot M, Stojanov M, Blum S, Baud D. Postpartum hemorrhage risk is driven by changes in blood composition through pregnancy. Scientific Reports. 2021;11. doi:10.1038/s41598-021-98411-z
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2021 | Research Data Reference | IST-REx-ID: 13063 |
Robinson MR. Probabilistic inference of the genetic architecture of functional enrichment of complex traits. 2021. doi:10.5061/dryad.sqv9s4n51
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