Personal profile
Research interests
Matthew Suderman is an Associate Professor in Molecular Epidemiology in the Integrative Epidemiology Unit (IEU) at the University of Bristol. His research uses approaches from machine learning in high-dimensional molecular data measured in peripheral tissues like blood and saliva to predict disease risk and outcomes. Diseases of particular interest include lung, pancreatic and prostate cancers, kidney disease, and cardiometabolic disease. Dr Suderman received his PhD in Computer Science from McGill University in Montreal, Canada in 2005. He then spent several years doing research on Bioinformatics and Epigenetics at McGill. He joined the IEU in Bristol in 2013.
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Collaborations and top research areas from the last five years
Research output
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Blood-based DNA methylation captures variance in adult height
Hatton, A. A., Hillary, R. F., McCartney, D. L., Harris, S. E., Cox, S. R., Evans, K. L., Walker, R. M., Suderman, M., Yousefi, P., McRae, A. F. & Marioni, R. E., 20 Jan 2026, In: Genome Biology. 27, 1, 15 p., 37.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
A blood- and brain-based EWAS of smoking
Chybowska, A. D., Bernabeu, E., Yousefi, P., Suderman, M., Hillary, R. F., Clark, R., MacGillivray, L., Murphy, L., Harris, S. E., Corley, J., Campbell, A., Spires-Jones, T. L., McCartney, D. L., Cox, S. R., Price, J. F., Evans, K. L. & Marioni, R. E., 4 Apr 2025, In: Nature Communications. 16, 1, 13 p., 3210.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access7 Citations (Scopus) -
An epigenome-wide analysis of DNA methylation, racialized and economic inequities, and air pollution
Watkins, S. H., Testa, C., Simpkin, A. J., Davey Smith, G., Coull, B. A., De Vivo, I., Tilling, K. M., Waterman, P. D., Chen, J. T., Diez Roux, A. V., Krieger, N., Suderman, M. J. & Relton, C. L., 27 Nov 2025, In: Clinical Epigenetics. 18, 1, 16 p., 4.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access
Projects
- 2 Active
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Religious belief, health, and disease: a family perspective
Golding, J. (Principal Investigator), Joinson, C. J. (Co-Principal Investigator), Northstone, K. (Co-Principal Investigator), Fraser, A. (Co-Principal Investigator), Iles-Caven , Y. L. (Co-Principal Investigator) & Suderman, M. J. (Co-Principal Investigator)
1/06/21 → 31/05/26
Project: Research
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Religious belief, health and disease: a family perspective. II. The follow up and analyses.
Golding, J. (Principal Investigator), Northstone, K. (Co-Principal Investigator), Iles-Caven , Y. L. (Co-Principal Investigator), Joinson, C. J. (Co-Principal Investigator), Fraser, A. (Co-Principal Investigator), Suderman, M. J. (Co-Principal Investigator), Ben-Shlomo, Y. (Co-Investigator), Dodd, J. (Co-Investigator), Granell, R. (Co-Investigator), Gunnell, D. J. (Co-Investigator), Heron, J. E. (Co-Investigator), Hickman, M. (Co-Investigator), Mars, B. (Co-Investigator), Gregory, S. (Co-Investigator) & Timpson, N. J. (Co-Investigator)
1/01/21 → …
Project: Research
Datasets
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Simulated multi-omic dataset including DNA methylation, proteins and metabolites
Suderman, M. (Creator), Zenodo, 24 Apr 2024
DOI: 10.5281/zenodo.11053002, https://zenodo.org11053002
Dataset
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Association between dietary patterns reflecting one-carbon metabolism nutrients intake before pregnancy and placental DNA methylation
Lecorguillé, M. (Creator), Charles, M.-A. (Creator), Lepeule, J. (Creator), Lioret, S. (Creator), de Lauzon-Guillain, B. (Creator), Forhan, A. (Creator), Tost, J. (Creator), Suderman, M. (Creator) & Heude, B. (Creator), Taylor & Francis, 27 Jul 2022
DOI: 10.6084/m9.figshare.16545821.v2, https://tandf.figshare.com/articles/journal_contribution/Association_between_dietary_patterns_reflecting_one-carbon_metabolism_nutrients_intake_before_pregnancy_and_placental_DNA_methylation/16545821/2
Dataset
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The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
Watkins, S. H. (Creator), Ho, K. (Creator), Testa, C. (Creator), Falk, L. (Creator), Soule, P. (Creator), Nguyen, L. V. (Creator), FitzGibbon, S. (Creator), Slack, C. (Creator), Chen, J. T. (Creator), Smith, G. D. (Creator), De Vivo, I. (Creator), Simpkin, A. J. (Creator), Tilling, K. (Creator), Waterman, P. D. (Creator), Krieger, N. (Creator), Suderman, M. (Creator) & Relton, C. (Creator), Taylor & Francis, 2022
DOI: 10.6084/m9.figshare.21333079.v1, https://tandf.figshare.com/articles/dataset/The_impact_of_low_input_DNA_on_the_reliability_of_DNA_methylation_as_measured_by_the_Illumina_Infinium_MethylationEPIC_BeadChip/21333079/1
Dataset