Projects per year
Personal profile
Research profile
Natal van Riel is Professor of Biomedical Systems Biology at the department of Biomedical Engineering at Eindhoven University of Technology, where he leads the Computational Biology group and the Systems Biology and Metabolic Diseases research program. He is also part-time Professor of Computational Modelling at Amsterdam University Medical Centers (location AMC, University of Amsterdam's Faculty of Medicine). His research focuses on modelling of metabolic networks and physiology, scientific machine learning for personalized models and human digital twins, and methods for analysing complex dynamical systems. He applies these approaches to cardiometabolic diseases, including obesity and type 2 diabetes. He actively collaborates with engineers, AI specialists, physiologists, clinicians, healthcare professionals, social scientists, and patients to translate data science and computational models into medical applications.
The role of bile acids in the complex interaction between gut microbiome and metabolic health is currently an important research focus in his group (e.g. in the RESOLVE project in collaboration with Amsterdam UMC). Within the NWO program ‘Complexity in Health and Nutrition’, Natal van Riel also focuses on modelling the digestion and metabolism of nutrients in the project ‘Metabolic adaptation, transitions and resilience in overweight individuals’. In cooperation with the Catharina hospital in Eindhoven he has developed the Metabolic Health Index (MHI) to quantify the benefit of bariatric surgery to resolve metabolic diseases (type 2 diabetes, dyslipidemia), which is a second important outcome of the surgical treatment in addition to weight reduction. He develops metabolic digital twins of human individuals to enable predictive, preventive, personalized, and participatory medicine. In the DiaGame project digital twins are developed to empower patients with diabetes in self-management of their disease.
Academic background
Natal van Riel studied Electrical Engineering at Eindhoven University of Technology (TU/e, The Netherlands) where he was trained in system identification and control engineering. After receiving his MSc degree in 1995, he started PhD research in the Biotechnology group of Unilever Research Vlaardingen (The Netherlands) under supervision of Prof. Theo Verrips, on integrating computational modelling and experiments to study cell metabolism. In 2000, he obtained his PhD from Utrecht University (The Netherlands). From 2000 to 2003, he worked in the department of Electrical Engineering of TU/e, investigating the application of system and control theory to understand biological processes. In 2003, he was appointed as Assistant Professor in the department of Biomedical Engineering at TU/e where he initiated Systems Biology research. This was expanded when he joined the group of Prof. Peter Hilbers in 2006, to lead the Computational Systems Biology research program, investigating complex, multi-factorial diseases. In 2014, Natal van Riel was appointed Associate Professor of Systems Biology and Metabolic Diseases. In that same year he was a visiting scholar of the department of Bioengineering at the University of California San Diego (UCSD) in the group of Prof. Bernhard Palsson. In 2015, he was appointed part-time Professor of Computational Modelling at the Academic Medical Center AMC (University of Amsterdam). In 2019, he was appointed full Professor of Biomedical Systems Biology at TU/e. In 2023 he became head of the Computational Biology group at TU/e.
Natal van Riel is chair of the Examination Committee of BmE and as such member of the general Examination Committee of the TU/e and member of the Quality Committee of the department. He is member of the Curriculum Committee of the department and coordinates the learning line on Biomedical Systems Modeling. He is also member of the Research Committee of the department and member of the Interdepartmental Committee (IFC) for Engineering.
Quote
Systems Biology has matured into a core methodology for integrative and quantitative life sciences. Our ambition is to translate its principles to biomedical research, clinical practice, and education - to better understand, cure, and ultimately prevent disease.
Education and Teaching
Natal van Riel actively contributes to education quality and academic governance. He chairs the Examination Committee for the department’s three educational programs and represents it in the university-wide Examination Committee and departmental Quality Committee. He is a member of the Curriculum Committee and coordinates the learning line on Biomedical Systems Modeling. Additionally, he serves on the departmental Research Committee and the Interdepartmental Faculty Committee (IFC) for Engineering.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Professor Computational Modelling, Amsterdam University Medical Center
Nov 2015 → …
Associate member of the Maastricht Centre for Systems Biology (MaCSBio), Maastricht University
2015 → …
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Collaborations and top research areas from the last five years
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Personalised dietary advice for human and planetary health
van Riel, N. A. W. (Project Manager) & Vacancy PD (Project member)
1/04/24 → 31/03/28
Project: Third tier
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Gut-brain health effects of PREbiotics in older adults with suspected Cognitive Decline
van Riel, N. A. W. (Project Manager)
1/05/23 → 1/07/26
Project: Third tier
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ACACIA TKI2112P08
van Riel, N. A. W. (Project Manager) & van Mierlo, R. (Project member)
1/05/21 → 30/04/26
Project: Third tier
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DiaGame: DiaGame: Serious and personalized game for self-management of diabetes
van Riel, N. A. W. (Project Manager), Van Gorp, P. (Project communication officer), de Vries, R. (Project member) & Ferreira de Carvalho, D. (Project communication officer)
1/01/19 → 31/12/25
Project: Second tier
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NWO Building Blocks of Life 737.016.001 Yeast 3M
van Riel, N. A. W. (Project Manager), Lao Martil, D. (Project member), Teusink, B. (Project communication officer), Wahl, S. A. (Project communication officer) & Schmitz, J. P. J. (Project communication officer)
1/01/18 → 31/12/22
Project: Research direct
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Physiology-informed regularisation enables training of universal differential equation systems for biological applications
de Rooij, M. (Corresponding author), Erdős, B., van Riel, N. A. W. & O'Donovan, S. D., Jan 2025, In: PLoS Computational Biology. 21, 1, 19 p., e1012198.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Downloads (Pure) -
An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection
De Carvalho, D. F., Kaymak, U., Van Gorp, P. & Van Riel, N., 5 Aug 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024. Institute of Electrical and Electronics Engineers, 8 p. 10611914Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Downloads (Pure) -
Does GLP-1 cause post-bariatric hypoglycemia: 'Computer says no'
Pasveer, Y. M., Aydin, Ö., Groen, A. K., Meijnikman, A. S., Nieuwdorp, M., Gerdes, V. E. A. & van Riel, N. A. W. (Corresponding author), Dec 2024, In: Computer Methods and Programs in Biomedicine. 257, 9 p., 108424.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile11 Downloads (Pure) -
Ensemble Approaches for Enhancing Robustness and Reproducibility in RNA-Seq-Based Genome-Scale Metabolic Models
Theeuwes, B., Kroon, J. & Van Riel, N., 1 Oct 2024, (Accepted/In press) 9th Conference on Constraint-Based Reconstruction and Analysis: COBRA 2024. American Institute of Chemical Engineers (AIChE)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Ethnic variations in metabolic syndrome components and their associations with the gut microbiota: the HELIUS study
Balvers, M., de Goffau, M., van Riel, N., van den Born, B.-J., Galenkamp, H., Zwinderman, K., Nieuwdorp, M. & Levin, E. (Corresponding author), 20 Mar 2024, In: Genome Medicine. 16, 1, 41.Research output: Contribution to journal › Article › Academic › peer-review
Open Access6 Citations (Scopus)
Datasets
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SugarVita: a Digital Board Game
van Riel, N. A. W. (Creator), Eindhoven University of Technology, 30 Apr 2024
https://clinicaltrials.gov/study/NCT06392178?term=NCT06392178
Dataset
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DiaGame: Serious and personalized game for selfmanagement of diabetes
van Riel, N. A. W. (Creator), Eindhoven University of Technology, 13 Nov 2023
https://www.onderzoekmetmensen.nl/en/trial/25562
Dataset
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Model-based analysis of postprandial glycemic response dynamics for different types of food
Rozendaal, Y. J. W. (Creator), Hilbers, P. (Creator) & van Riel, N. (Creator), Zenodo, 18 Mar 2018
DOI: 10.1016/j.yclnex.2018.01.003, https://zenodo.org/record/4032428
Dataset
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Computational modelling of energy balance in individuals with Metabolic Syndrome
Rozendaal, Y. J. W. (Creator), Wang, Y. (Contributor), Hilbers, P. A. J. (Creator) & van Riel, N. A. W. (Contributor), Figshare, 26 Feb 2019
DOI: 10.6084/m9.figshare.c.4416167, https://springernature.figshare.com/collections/Computational_modelling_of_energy_balance_in_individuals_with_Metabolic_Syndrome/4416167 and one more link, https://springernature.figshare.com/collections/Computational_modelling_of_energy_balance_in_individuals_with_Metabolic_Syndrome/4416167/1 (show fewer)
Dataset
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Database for "The impact of amino acids on postprandial glucose and insulin kinetics in humans: a quantitative overview"
van Sloun, B. (Creator), Goossens, G. H. (Creator), Erdős, B. (Creator), Lenz, M. (Creator), van Riel, N. A. W. (Creator), Arts, I. C. W. (Creator) & Wauters, F. (Contributor), DataverseNL, 21 Oct 2020
DOI: 10.34894/rnzi0a
Dataset
Prizes
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AMC Principal Investigator
van Riel, N. (Recipient), 1 May 2016
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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COST Action BM1402: Development of a European network for preclinical testing of interventions in mouse models of age and age-related diseases (MouseAGE)
van Riel, N. (Recipient), 1 Dec 2014
Prize: Other › Discipline related › Scientific
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Koninklijke Onderscheiding; Lid in de Orde van Oranje-Nassau/ Recipient of Dutch Royal Order of Chivalry, Order of Orange-Nassau
van Riel, N. (Recipient), 27 Mar 2014
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
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Personalized modelling of bile acid metabolism: predicting metabolic effects of bariatric surgery
van Riel, N. (Speaker)
6 Jul 2018Activity: Talk or presentation types › Invited talk › Scientific
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A physiology based glucose-insulin-GLP-1 model: explaining changes observed after Roux-en-Y gastric bypass
Thijssen, L. C. P. (Speaker) & van Riel, N. (Member)
15 May 2018Activity: Talk or presentation types › Contributed talk › Scientific
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4th Dutch Bioinformatics & Systems Biology Conference
van Riel, N. (Organiser)
15 May 2018 → 16 May 2018Activity: Participating in or organising an event types › Conference › Scientific
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Systems Medicine of Metabolic Syndrome; metabolic benefits of bariatric surgery
van Riel, N. (Speaker)
2 Mar 2018Activity: Talk or presentation types › Invited talk › Scientific
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Modeling of postprandial metabolic dynamics in human individuals
van Riel, N. (Organiser)
22 Jan 2018Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
Courses
Press/Media
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Data on Proinsulin Reported by Bart van Sloun and Colleagues (Quantifying postprandial glucose responses using a hybrid modeling approach: Combining mechanistic and data-driven models in The Maastricht Study)
van Riel, N. A. W. & O'Donovan, S.
10/08/23
1 item of Media coverage
Press/Media: Expert Comment
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New computational tool predicts progression of metabolic syndrome in mice
van Riel, N. & Rozendaal, Y. J. W.
7/06/18
1 Media contribution
Press/Media: Research
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PANINI Public Engagement Event
Cabbia, A. & van Riel, N. A. W.
29/01/17
1 Media contribution
Press/Media: Public Engagement Activities
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Thesis
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Algorithms for estimation of model errors and uncertainties arising in black box system identification
van Riel, N. A. W. (Author), van den Bosch, P. P. J. (Supervisor 1), 31 Oct 1995Student thesis: Master
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