Multiscale, multidomain analysis of microvascular flow dynamics

Chipperfield, A.J., Thanaj, M. and Clough, G.F. 2020. Multiscale, multidomain analysis of microvascular flow dynamics. Experimental Physiology. 105 (9), pp. 1452-1458. https://doi.org/10.1113/ep087874

TitleMultiscale, multidomain analysis of microvascular flow dynamics
TypeJournal article
AuthorsChipperfield, A.J., Thanaj, M. and Clough, G.F.
Abstract

To date, time- and frequency-domain metrics of signals acquired through laser Doppler fluximetry have been unable to provide consistent and robust measures of the changes that occur in the microcirculation in healthy individuals at rest or in response to a provocation, or in patient cohorts. Recent studies have shown that in many disease states, such as metabolic and cardiovascular disease, there appears to be a reduction in the adaptive capabilities of the microvascular network and a consequent reduction in physiological information content. Here, we introduce non-linear measures for assessing the information content of fluximetry signals and demonstrate how they can yield deeper understanding of network behaviour. In addition, we show how these methods may be adapted to accommodate the multiple time scales modulating blood flow and how they can be used in combination with time- and frequency-domain metrics to discriminate more effectively between the different mechanistic influences on network properties.

JournalExperimental Physiology
Journal citation105 (9), pp. 1452-1458
ISSN1469-445X
0958-0670
Year2020
PublisherThe Physiological Society
Wiley
Publisher's version
License
CC BY 4.0
File Access Level
Open (open metadata and files)
Digital Object Identifier (DOI)https://doi.org/10.1113/ep087874
Web address (URL)https://physoc.onlinelibrary.wiley.com/doi/abs/10.1113/EP087874
Publication dates
Published01 Sep 2020

Related outputs

Preprint: Comparing DXA and MRI body composition measurements in cross-sectional and longitudinal cohorts
Nicolas Basty, Marjola Thanaj, Brandon Whitcher, Jimmy D Bell and E. Louise Thomas 2024. Preprint: Comparing DXA and MRI body composition measurements in cross-sectional and longitudinal cohorts. medRxiv. https://doi.org/10.1101/2024.12.12.24318943

MRI assessment of adipose tissue fatty acid composition in the UK Biobank and its association with diet and disease
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

Preprint: MRI assessment of adipose tissue fatty acid composition in the UK Biobank and its association with diet and disease
Marjola Thanaj, Nicolas Basty, Brandon Whitcher, Jimmy D. Bell and E. Louise Thomas 2024. Preprint: MRI assessment of adipose tissue fatty acid composition in the UK Biobank and its association with diet and disease. medRxiv. https://doi.org/10.1101/2024.03.27.24304957

Genetic evidence for distinct biological mechanisms that link adiposity to type 2 diabetes: towards precision medicine
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

Precision MRI phenotyping of muscle volume and quality at a population scale
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

Liver Shape Analysis using Statistical Parametric Maps at Population Scale
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

Kidney Shape Statistical Analysis: Associations with Disease and Anthropometric Factors
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

Preprint: Kidney Shape Statistical Analysis: Associations with Disease and Anthropometric Factors
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

Abdominal imaging associates body composition with COVID-19 severity
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

Preprint: Precision MRI phenotyping of muscle volume and quality at a population scale
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

Preprint: Cardiovascular measures from abdominal MRI provide insights into abdominal vessel genetic architecture
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

Artifact-Free Fat-Water Separation in Dixon MRI using Deep Learning
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

Preprint: Liver Shape Analysis using Statistical Parametric Maps at Population Scale
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

Genetic and environmental determinants of diastolic heart function
Marjola Thanaj, Johanna Mielke, Kathryn A. McGurk, Wenjia Bai, Nicolò Savioli, Antonio de Marvao, Hannah V. Meyer, Lingyao Zeng, Florian Sohler, R. Thomas Lumbers, Martin R. Wilkins, James S. Ware, Christian Bender, Daniel Rueckert, Aidan MacNamara, Daniel F. Freitag and Declan P. O’Regan 2022. Genetic and environmental determinants of diastolic heart function. Nature Cardiovascular Research. 1, pp. 361-371. https://doi.org/10.1038/s44161-022-00048-2

Improving the accuracy of fatty liver index to reflect liver fat content with predictive regression modelling
Asaturyan, A.H., Basty, N., Thanaj, M., Whitcher, B., Thomas, E.L. and Bell, J.D. 2022. Improving the accuracy of fatty liver index to reflect liver fat content with predictive regression modelling. PLoS ONE. 17 (9) e0273171. https://doi.org/10.1371/journal.pone.0273171

Precision MRI Phenotyping Enables Detection of Small Changes in Body Composition for Longitudinal Cohorts
Whitcher, B., Thanaj, M., Cule, M., Liu, Y., Basty, N., Sorokin, E., Bell, J.D. and Thomas, E.L. 2022. Precision MRI Phenotyping Enables Detection of Small Changes in Body Composition for Longitudinal Cohorts. Scientific Reports. 12 3748. https://doi.org/10.1038/s41598-022-07556-y

Preprint: Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes amongst UK Biobank participants
Antonio de Marvao, Kathryn A. McGurk, Sean L. Zheng, Marjola Thanaj, Wenjia Bai, Jinming Duan, Carlo Biffi, Francesco Mazzarotto, Ben Statton, Timothy J.W. Dawes, Nicolò Savioli, Brian P. Halliday, Xiao Xu, Rachel J. Buchan, A John Baksi, Marina Quinlan, Paweł Tokarczuk, Upasana Tayal, Catherine Francis, Nicola Whiffin, Pantazis I. Theotokis, Xiaolei Zhang, Mikyung Jang, Alaine Berry, Antonis Pantazis, Paul J.R. Barton, Daniel Rueckert, Sanjay K. Prasad, Roddy Walsh, Carolyn Y. Ho, Stuart A. Cook, James S. Ware and Declan P. O’Regan 2021. Preprint: Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes amongst UK Biobank participants. medRxiv. https://doi.org/10.1101/2021.01.21.21249470

Preprint: Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks
Basty, Nicolas, Thanaj, Marjola, Cule, Madeleine, Sorokin, Elena, Liu, Yi, Bell, Jimmy D., Thomas, E. Louise and Whitcher, Brandon 2021. Preprint: Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks. arXiv. https://doi.org/10.48550/arXiv.2107.14175

Mass Univariate Regression Analysis for Three-Dimensional Liver Image-Derived Phenotypes
Thanaj, M., Basty, N., Liu, Y., Cule, M., Sorokin, E., Thomas, E.L., Bell, J.D. and Whitcher, B. 2021. Mass Univariate Regression Analysis for Three-Dimensional Liver Image-Derived Phenotypes. Annual Conference on Medical Image Understanding and Analysis. University of Oxford 12 - 14 Jul 2021 Springer. https://doi.org/10.1007/978-3-030-80432-9_13

Enhanced flow-motion complexity of skin microvascular perfusion in Sherpas and lowlanders during ascent to high altitude
Carey, D., Thanaj, M., Davies, T., Gilbert-Kawai, E., Mitchell, K., Levett, D.Z.H., Mythen, M.G., Martin, D.S., Grocott, M.P., Chipperfield, A.J. and Clough, G.F. 2019. Enhanced flow-motion complexity of skin microvascular perfusion in Sherpas and lowlanders during ascent to high altitude. Scientific Reports. 9 14391. https://doi.org/10.1038/s41598-019-50774-0

Attractor Reconstruction Analysis for Blood Flow Signals
Thanaj, M., Chipperfield, A.J. and Clough, G.F. 2019. Attractor Reconstruction Analysis for Blood Flow Signals. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Berlin, Germany 23 - 27 Jul 2019 IEEE . https://doi.org/10.1109/embc.2019.8856856

Multi-domain analysis of microvascular flow motion dynamics in NAFLD
Chipperfield, A.J., Thanaj, M., Scorletti, E., Byrne, C.D. and Clough, G.F. 2019. Multi-domain analysis of microvascular flow motion dynamics in NAFLD. Microcirculation. 26 (5) e12538. https://doi.org/10.1111/micc.12538

Multiscale Analysis of Microvascular Blood Flow and Oxygenation
Thanaj, M., Chipperfield, A.J. and Clough, G.F. 2018. Multiscale Analysis of Microvascular Blood Flow and Oxygenation. World Congress on Medical Physics and Biomedical Engineering 2018. Prague, Czech Republic 03 - 08 Jun 2018 Springer. https://doi.org/10.1007/978-981-10-9038-7_36

Analysis of microvascular blood flow and oxygenation: Discrimination between two haemodynamic steady states using nonlinear measures and multiscale analysis
Thanaj, M., Chipperfield, A.J. and Clough, G.F. 2018. Analysis of microvascular blood flow and oxygenation: Discrimination between two haemodynamic steady states using nonlinear measures and multiscale analysis. Computers in Biology and Medicine. 102, pp. 157-167. https://doi.org/10.1016/j.compbiomed.2018.09.026

Permalink - https://westminsterresearch.westminster.ac.uk/item/w8x92/multiscale-multidomain-analysis-of-microvascular-flow-dynamics


Share this

Usage statistics

30 total views
12 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.