Health Data Science

Tilman Todt, Inge van Bussel, Lydia Afman, Lorraine Brennan, Diana G. Ivanova, Yoana Kiselova-Kaneva, E. Louise Thomas and Ralph Rühl 2025. Transcriptome-driven Health-status Transversal-predictor Analysis for health, food, microbiome and disease markers for understanding of lifestyle diseases. Physiological Genomics. Advanced online publication. https://doi.org/10.1152/physiolgenomics.00026.2025

Kalli, I., Niglas, M., Naeini, M.K., Freidin, M.B., Thomas, E.L., Menni, C. and Williams, F. 2025. Paraspinal muscle quality in chronic low back pain: A systematic review and meta-analysis of muscle atrophy and fat infiltration. European Spine Journal. Advanced online publication. https://doi.org/10.1007/s00586-025-09454-z

Ahmed, A., Naz, A., Thanaj, M., Sorokin, E., Whitcher, B., Bell, J.D., Thomas, E.L., Cule, M. and Yaghootkar, H. 2025. Genetic determinants of fatty acid composition in subcutaneous and visceral adipose tissue. Obesity. 33 (12), pp. 2406-2415. https://doi.org/10.1002/oby.70045

Ahmed, A., Cule, M., Naz, A., Thanaj, M., Sorokin, E., Odoemelam, C.S., Whitcher, B., Sattar, N., Bell, J.D., Thomas, E.L. and Yaghootkar, H. 2025. Genetic Studies Reveal Specific Genetic Variants and Disease Risks Associated With Fat Distribution Across Anatomical Sites. Journal of Obesity. Advanced online publication. https://doi.org/10.1155/jobe/7792701

Parkinson, J.R.C., Thanaj, M., Basty, N., Whitcher, B., Thomas, E.L. and Bell, J.D. 2025. Fat fraction and iron concentration in lumbar vertebral bone marrow in the UK Biobank. Obesity Science & Practice. 11 (4) e70088. https://doi.org/10.1002/osp4.70088

Nowak, M., Nunez, L., Hill, C.E., Pagliaro, T., McGonigle, J., Niglas, M., Bell-Bradford, C., Robson, M.D., Thomaides Brears, H., Thomas, E.L. and Bell, J.D. 2025. Automated volumetric MRI quantification of body fat and skeletal muscle in the UK Biobank: technical validation against expert manual segmentations and comparison with single-slice techniques. Abdominal Radiology. Advanced online publication. https://doi.org/10.1007/s00261-025-05170-w

Sorokin, E., Thanaj, M., Basty, N., Whitcher, B., Sattar, N., Thomas, E.L., Bell, J.D. and Yaghootkar, H. 2025. Genetic subtypes of type 2 diabetes are distinguished through the lens of abdominal MRI. Frontiers in Genetics. 16 1605721. https://doi.org/10.3389/fgene.2025.1605721

Ji, M.X., Thanaj, M., Nehale-Ezzine, L., Whitcher, B., Thomas, E.L. and Elliott, J. 2025. Deep learning predicts onset acceleration of 38 age-associated diseases from blood and body composition biomarkers in the UK Biobank. Geroscience. Advanced online publication. https://doi.org/10.1007/s11357-025-01702-w

Thanaj, M., Basty, N., Cule, M., Sorokin, E., Whitcher, B., Srinivasan, R., Bell, J.D. and Thomas, E.L. 2025. Changes in abdominal subcutaneous adipose tissue thickness associate with disease and anthropometric factors. International Journal of Obesity. 49, pp. 1810-1819. https://doi.org/10.1038/s41366-025-01829-y

de Celis Alonso, B., Shumbayawonda, E., Beyer, C., Hidalgo-Tobon, S., Klunder-Klunder, M., Thomas, E.L., Bell, J.D. and So, P. 2024. Liver magnetic resonance imaging, non-alcoholic fatty liver disease and metabolic syndrome risk in pre-pubertal Mexican boys. Scientific Reports. 14 (1) 26104. https://doi.org/10.1038/s41598-024-77307-8

Kalampouka, I., Mould, R., Botchway, S., Mackenzie, A.M., Nunn, A., Thomas, E.L. and Bell, J.D. 2024. Selective induction of senescence in cancer cells through near-infrared light treatment via mitochondrial modulation. Journal of Biophotonics. 17 (8) e202400046. https://doi.org/10.1002/jbio.202400046

Marjola Thanaj, Nicolas Basty, Brandon Whitcher, Jimmy D. Bell and E. Louise Thomas 2024. MRI assessment of adipose tissue fatty acid composition in the UK Biobank and its association with diet and disease. Obesity (Silver Spring). 32 (9), pp. 1699-1708. https://doi.org/10.1002/oby.24108

Cresswell, E., Basty, N., Atabaki-Pasdar, N., Karpe, F. and Pinnick, K.E. 2024. The value of neck adipose tissue as a predictor for metabolic risk in health and type 2 diabetes. Biochemical Pharmacology. 223 116171. https://doi.org/10.1016/j.bcp.2024.116171

Abraham, Angela, Cule, M., Thanaj, M., Basty, N., Hashemloo, M.A., Sorokin, E., Whitcher, B., Burgess, S., Bell, J.D., Sattar, N., Thomas, E.L. and Yaghootkar, H. 2024. Genetic evidence for distinct biological mechanisms that link adiposity to type 2 diabetes: towards precision medicine. Diabetes. 73 (6), pp. 1012-1025. https://doi.org/10.2337/db23-1005

Smith, H.E., Mackenzie, A.M., Seddon, C., Mould, R., Kalampouka, I., Bateman, B., Needham, S.R., Beis, K., Bell, J.D., Nunn, A. and Botchway, S.W. 2024. The Use of NADH Anisotropy to Investigate Mitochondrial Cristae Alignment. Scientific Reports. 14 5980. https://doi.org/10.1038/s41598-024-55780-5

Eriksen, Rebeca, White, Margaret C., Dawed, Adem Y., Perez, Isabel Garcia, Posma, Joram M., Haid, Mark, Sharma, Sapna, Prehn, Cornelia, Thomas, E. Louise, Koivula, Robert W., Bizzotto, Roberto, Mari, Andrea, Giordano, Giuseppe N., Pavo, Imre, Schwenk, Jochen M., De Masi, Federico, Tsirigos, Konstantinos D., Brunak, Søren, Viñuela, Ana, Mahajan, Anubha, McDonald, Timothy J., Kokkola, Tarja, Rutters, Femke, Beulens, Joline, Muilwijk, Mirthe, Blom, Marieke, Elders, Petra, Hansen, Tue H., Fernandez-Tajes, Juan, Jones, Angus, Jennison, Chris, Walker, Mark, McCarthy, Mark I., Pedersen, Oluf, Ruetten, Hartmut, Forgie, Ian, Holst, Jens J., Thomsen, Henrik S., Ridderstråle, Martin, Bell, Jimmy D., Adamski, Jerzy, Franks, Paul W., Hansen, Torben, Holmes, Elaine, Frost, Gary and Pearson, Ewan R. 2024. The Association of Cardiometabolic, Diet and Lifestyle Parameters With Plasma Glucagon-like Peptide-1: An IMI DIRECT Study. The Journal of Clinical Endocrinology & Metabolism. 109 (9), pp. e1697-e1707. https://doi.org/10.1210/clinem/dgae119

O'Donovan, S., Rundle, M., Thomas, E.L., Bell, J.D., Frost, G., Jacobs, D.M., Wanders, A., de Vries, R., Mariman, E.C.M., va Baak, M.A., Sterkman, L., Nieuwdorp, M., Groem, A.K., Arts, I.C.W., van Riel, N. and Afman, L.A. 2024. Quantifying the effect of nutritional interventions on metabolic resilience using personalised computational models. iScience. 27 (4) 109362. https://doi.org/10.1016/j.isci.2024.109362

Mould, R., Mackenzie, A.M., Kalampouka, I., Nunn, A., Thomas, E.L., Bell, J.D. and Botchway, S.W. 2024. Ultra Weak Photon Emission - A Brief Review. Frontiers in Physiology - Biophysics. 15 1348915. https://doi.org/10.3389/fphys.2024.1348915

Thanaj, M., Basty, N., Whitcher, B., Sorokin, E., Liu, Y., Srinivasan, R., Cule, M., Thomas, E.L. and Bell, J.D. 2024. Precision MRI phenotyping of muscle volume and quality at a population scale. Frontiers in Physiology. 15 1288657. https://doi.org/10.3389/fphys.2024.1288657

Thanaj, M., Basty, N., Cule, M., Sorokin, E., Whitcher, B., Bell, J.D. and Thomas, E.L. 2024. Liver Shape Analysis using Statistical Parametric Maps at Population Scale. BMC Medical Imaging. 24 15. https://doi.org/10.1186/s12880-023-01149-5

Hilling, J.J. and Robertson, C.E. 2024. A review of the nutritional guidance for athletes to prevent eating disorders. European Eating Disorders Review. 32 (1), pp. 116-129. https://doi.org/10.1002/erv.3029

Thanaj, M., Basty, N., Cule, M., Sorokin, E., Whitcher, B., Srinivasan, R., Lennon, R., Bell, J.D. and Thomas, E.L. 2023. Kidney Shape Statistical Analysis: Associations with Disease and Anthropometric Factors. BMC Nephrology. 24 362. https://doi.org/10.1186/s12882-023-03407-8

Mould, R., Kalampouka, I., Thomas, E.L., Guy, G., Nunn, A. and Bell, J.D. 2023. Non-chemical Signalling Between Mitochondria. Frontiers in Physiology. 14 1268075. https://doi.org/10.3389/fphys.2023.1268075

Rundle, M., Fiamoncini, J., Thomas, E.L., Wopereis, S., Afman, L.A., Brennan, L., Drevon, C.A., Gundersen, T.E., Daniel, H,, Garcia Perez, I., Posma, J.M., Ivanova, D.G., Bell, J.D., van Ommen, B. and Frost, G. 2023. Diet-induced weight loss and phenotypic flexibility among healthy overweight adults: a randomized trial . American Journal of Clinical Nutrition. 118 (3), pp. 591-604. https://doi.org/10.1016/j.ajcnut.2023.07.002

Thanaj, M., Basty, N., Cule, M., Sorokin, E., Whitcher, B., Srinivasan, R., Lennon, R., Bell, J.D. and Thomas, E.L. 2023. Preprint: Kidney Shape Statistical Analysis: Associations with Disease and Anthropometric Factors. medRxiv. https://doi.org/10.1101/2023.06.26.23291901

Basty, N., Sorokin, E., Thanaj, M., Srinivasan, R., Whitcher, B., Bell, J.D., Cule, M. and Thomas, E.L. 2023. Abdominal imaging associates body composition with COVID-19 severity. PLoS ONE. 18 (4) e0283506. https://doi.org/10.1371/journal.pone.0283506

Marjola Thanaj, Nicolas Basty, Brandon Whitcher, Elena P. Sorokin, Yi Liu, Ramprakash Srinivasan, Madeleine Cule, E. Louise Thomas and Jimmy D. Bell 2023. Preprint: Precision MRI phenotyping of muscle volume and quality at a population scale. medRxiv. https://doi.org/10.1101/2023.03.02.23286689

Nicolas Basty, Elena P. Sorokin, Marjola Thanaj, Brandon Whitcher, Yi Liu, Jimmy D. Bell, E. Louise Thomas and Madeleine Cule 2023. Preprint: Cardiovascular measures from abdominal MRI provide insights into abdominal vessel genetic architecture. medRxiv. https://doi.org/10.1101/2022.08.02.22278060

Basty, N., Thanaj, M., Cule, M., Sorokin, E., Liu, Y., Thomas, E.L., Bell, J.D. and Whitcher, B. 2023. Artifact-Free Fat-Water Separation in Dixon MRI using Deep Learning. Journal of Big Data. 10 4. https://doi.org/10.1186/s40537-022-00677-1

Allesøe, Rosa Lundbye, Lundgaard, A., Hernández Medina, R., Aguayo-Orozco, Alejandro, Johansen, J., Nissen, Jakob Nybo, Brorsson, Caroline, Mazzoni, Gianluca, Niu, L., Biel, J., Brasas, Valentas, Webel, Henry, Benros, M., Pedersen, A., Chmura, Piotr Jaroslaw, Jacobsen, U., Mari, Andrea, Koivula, R., Mahajan, Anubha, Vinuela, A., Tajes, Juan Fernandez, Sharma, Sapna, Haid, M., Hong, M., Musholt, Petra B, De Masi, Federico, Vogt, Josef, Pedersen, Helle Krogh, Gudmundsdottir, Valborg, Jones, Angus, Kennedy, G., Bell, Jimmy, Thomas, E.L., Frost, G., Thomsen, Henrik, Hansen, Elizaveta, Hansen, T., Vestergaard, Henrik, Muilwijk, Mirthe, Blom, Marieke T, 't Hart, Leen M, Pattou, Francois, Raverdy, Violeta, Brage, Soren, Kokkola, Tarja, Heggie, Alison, McEvoy, Donna, Mourby, Miranda, Kaye, J., Hattersley, A., McDonald, Timothy, Ridderstråle, M., Walker, Mark, Forgie, Ian, Giordano, Giuseppe N, Pavo, Imre, Ruetten, Hartmut, Pedersen, O., Hansen, T., Dermitzakis, Emmanouil, Franks, Paul W, Schwenk, J., Adamski, Jerzy, McCarthy, Mark I, Pearson, Ewan, Banasik, Karina, Rasmussen, S., Brunak, S. and IMI DIRECT Consortium 2023. Discovery of drug-omics associations in type 2 diabetes with generative deep-learning models. Nature Biotechnology. 41, pp. 399-408. https://doi.org/10.1038/s41587-022-01520-x

Thanaj, M., Basty, N., Cule, M., Sorokin, E.P., Whitcher, B., Bell, J.D. and Thomas, E.L. 2023. Preprint: Liver Shape Analysis using Statistical Parametric Maps at Population Scale. medRxiv. https://doi.org/10.1101/2022.08.18.22278951