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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, Nick N, Seyed Mahdi Mahmoudi, Malgorzata Borczyk, Ilse Krätschmer, Markus J. Bauer, and Matthew Richard Robinson. “Causal Inference for Multiple Risk Factors and Diseases from Genomics Data.” BioRxiv, 2024. https://doi.org/10.1101/2023.12.06.570392.
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2024 | Published | Thesis | IST-REx-ID: 18642
Machnik, Nick N. “Algorithms for Causal Learning and Comparative Analysis for Genomic Data.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18642.
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2024 | Published | Conference Paper | IST-REx-ID: 17147
Depope, Al, Marco Mondelli, and Matthew Richard Robinson. “Inference of Genetic Effects via Approximate Message Passing.” In 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 13151–55. IEEE, 2024. https://doi.org/10.1109/ICASSP48485.2024.10447198.
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2024 | Published | Journal Article | IST-REx-ID: 14932 |
Tsuboi, Masahito, Bjørn Tore Kopperud, Michael Matschiner, Mark Grabowski, Chrsitine Syrowatka, Christophe Pélabon, and Thomas F. Hansen. “Antler Allometry, the Irish Elk and Gould Revisited.” Evolutionary Biology. Springer Nature, 2024. https://doi.org/10.1007/s11692-023-09624-1.
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2024 | Published | Thesis | IST-REx-ID: 17368 |
Villanueva Marijuan, Ariadna. “Bayesian Linear Regression for Analyzing General Omics Data with Time-to-Event Phenotypes.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17368.
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2023 | Published | Journal Article | IST-REx-ID: 14258 |
Ojavee, Sven E., Liza Darrous, Marion Patxot, Kristi Läll, Krista Fischer, Reedik Mägi, Zoltan Kutalik, and Matthew Richard Robinson. “Genetic Insights into the Age-Specific Biological Mechanisms Governing Human Ovarian Aging.” American Journal of Human Genetics. Elsevier, 2023. https://doi.org/10.1016/j.ajhg.2023.07.006.
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2023 | Published | Journal Article | IST-REx-ID: 12719 |
Bernabeu, Elena, Daniel L. Mccartney, Danni A. Gadd, Robert F. Hillary, Ake T. Lu, Lee Murphy, Nicola Wrobel, et al. “Refining Epigenetic Prediction of Chronological and Biological Age.” Genome Medicine. Springer Nature, 2023. https://doi.org/10.1186/s13073-023-01161-y.
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2023 | Published | Journal Article | IST-REx-ID: 12758 |
Pak, Marina A., Karina A. Markhieva, Mariia S. Novikova, Dmitry S. Petrov, Ilya S. Vorobyev, Ekaterina Maksimova, Fyodor Kondrashov, and Dmitry N. Ivankov. “Using AlphaFold to Predict the Impact of Single Mutations on Protein Stability and Function.” PLoS ONE. Public Library of Science, 2023. https://doi.org/10.1371/journal.pone.0282689.
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2023 | Published | Journal Article | IST-REx-ID: 14689
Ing-Simmons, Elizabeth, Nick N Machnik, and Juan M. Vaquerizas. “Reply to: Revisiting the Use of Structural Similarity Index in Hi-C.” Nature Genetics. Springer Nature, 2023. https://doi.org/10.1038/s41588-023-01595-5.
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2023 | Published | Journal Article | IST-REx-ID: 14753 |
Faccioli, Pietro, Ilse Krätschmer, and Carlos Lourenço. “Low-PT Quarkonium Polarization Measurements: Challenges and Opportunities.” Physics Letters B. Elsevier, 2023. https://doi.org/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, Etienne J., Daniel Trejo Banos, Sven E. Ojavee, Kristi Läll, Reedik Mägi, Peter M. Visscher, and Matthew Richard Robinson. “Improving GWAS Discovery and Genomic Prediction Accuracy in Biobank Data.” Proceedings of the National Academy of Sciences of the United States of America. Proceedings of the National Academy of Sciences, 2022. https://doi.org/10.1073/pnas.2121279119.
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2022 | Published | Journal Article | IST-REx-ID: 17076 |
Hillary, Robert F., Danni A. Gadd, Daniel L. McCartney, Liu Shi, Archie Campbell, Rosie M. Walker, Craig W. Ritchie, 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. Wiley, 2022. https://doi.org/10.1002/dad2.12280.
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2022 | Published | Journal Article | IST-REx-ID: 12142 |
Ojavee, Sven E., Zoltan Kutalik, and Matthew Richard Robinson. “Liability-Scale Heritability Estimation for Biobank Studies of Low-Prevalence Disease.” The American Journal of Human Genetics. Elsevier, 2022. https://doi.org/10.1016/j.ajhg.2022.09.011.
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2022 | Published | Journal Article | IST-REx-ID: 12235 |
Patxot, Marion, Miloš Stojanov, Sven Erik Ojavee, Rosanna Pescini Gobert, Zoltán Kutalik, Mathilde Gavillet, David Baud, and Matthew Richard Robinson. “Haematological Changes from Conception to Childbirth: An Indicator of Major Pregnancy Complications.” European Journal of Haematology. Wiley, 2022. https://doi.org/10.1111/ejh.13844.
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2022 | Research Data Reference | IST-REx-ID: 13064 |
Orliac, Etienne, Daniel Trejo Banos, Sven Ojavee, Kristi Läll, Reedik Mägi, Peter Visscher, and Matthew Richard Robinson. “Improving Genome-Wide Association Discovery and Genomic Prediction Accuracy in Biobank Data.” Dryad, 2022. https://doi.org/10.5061/DRYAD.GTHT76HMZ.
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2021 | Published | Journal Article | IST-REx-ID: 10069 |
Robinson, Matthew Richard, Marion Patxot, Miloš Stojanov, Sabine Blum, and David Baud. “Postpartum Hemorrhage Risk Is Driven by Changes in Blood Composition through Pregnancy.” Scientific Reports. Springer Nature, 2021. https://doi.org/10.1038/s41598-021-98411-z.
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2021 | Research Data Reference | IST-REx-ID: 13063 |
Robinson, Matthew Richard. “Probabilistic Inference of the Genetic Architecture of Functional Enrichment of Complex Traits.” Dryad, 2021. https://doi.org/10.5061/dryad.sqv9s4n51.
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