Maxime Berg

ORCID: 0000-0003-1403-1978
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About
Contact & Profiles
Research Areas
  • Traumatic Brain Injury and Neurovascular Disturbances
  • 3D Printing in Biomedical Research
  • Barrier Structure and Function Studies
  • Advanced Neuroimaging Techniques and Applications
  • Cell Image Analysis Techniques
  • Nerve injury and regeneration
  • Alzheimer's disease research and treatments
  • Neurological Disorders and Treatments
  • Blood properties and coagulation
  • Advanced MRI Techniques and Applications
  • Erythrocyte Function and Pathophysiology
  • Neuroinflammation and Neurodegeneration Mechanisms
  • Neurological Disease Mechanisms and Treatments
  • MRI in cancer diagnosis
  • Mathematical Biology Tumor Growth
  • Tree-ring climate responses
  • Tensor decomposition and applications
  • Lattice Boltzmann Simulation Studies
  • Lipid metabolism and disorders
  • Cellular Mechanics and Interactions
  • Medical Image Segmentation Techniques
  • Neuroscience and Neural Engineering
  • Single-cell and spatial transcriptomics
  • Metabolomics and Mass Spectrometry Studies
  • NMR spectroscopy and applications

University College London
2020-2024

Institut de Mécanique des Fluides de Toulouse
2016-2024

Université de Toulouse
2017-2024

Centre National de la Recherche Scientifique
2017-2024

Nerve Centre
2020-2023

Institut National Polytechnique de Toulouse
2016-2020

École Nationale Supérieure d'Électrotechnique, d'Électronique, d'Informatique, d'Hydraulique et des Télécommunications
2016-2020

Université Toulouse III - Paul Sabatier
2017

Despite the key role of capillaries in neurovascular function, a thorough characterization cerebral capillary network properties is currently lacking. Here, we define range metrics (geometrical, topological, flow, mass transfer, and robustness) for quantification structural differences between brain areas, organs, species, or patient populations and, parallel, digitally generate synthetic networks that replicate organizational features anatomical (isotropy, connectedness, space-filling...

10.3389/fphys.2019.00233 article EN cc-by Frontiers in Physiology 2019-03-26

Structural changes to microvascular networks are increasingly highlighted as markers of pathogenesis in a wide range disease, e.g. Alzheimer's vascular dementia and tumour growth. This has motivated the development dedicated 3D imaging techniques, alongside creation computational modelling frameworks capable using reconstructed simulate functional behaviours such blood flow or transport processes. Extraction from data broadly consists two image processing steps: segmentation followed by...

10.1016/j.compbiomed.2024.108140 article EN cc-by Computers in Biology and Medicine 2024-02-27

The physics of blood flow in small vessel networks is dominated by the interactions between Red Blood Cells (RBCs), plasma and walls. resulting couplings microvessel network architecture heterogeneous distribution RBCs at network-scale are still poorly understood. main goal this paper to elucidate how a local effect, such as RBC partitioning individual bifurcations, interacts with global structure field induce specific preferential locations model microfluidic networks. First, using...

10.1039/d1sm01141c article EN Soft Matter 2022-01-01

ABSTRACT Structural changes to microvascular networks are increasingly highlighted as markers of pathogenesis in a wide range disease, e.g. Alzheimer’s vascular dementia and tumour growth. This has motivated the development dedicated 3D imaging techniques, alongside creation computational modelling frameworks capable using reconstructed simulate functional behaviours such blood flow or transport processes. Extraction from data broadly consists two image processing steps: segmentation...

10.1101/2024.02.01.578347 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2024-02-01

Abstract Recent studies have explored the potential of tissue‐mimetic scaffolds in encouraging nerve regeneration. One major determinants regenerative success cellular repair constructs (NRCs) is local microenvironment, particularly native low oxygen conditions which can affect implanted cell survival and functional performance. In vivo, cells reside a range environmental due to spatial gradients nutrient concentrations that are established. Here we evaluate vitro differences behavior such...

10.1002/bit.28105 article EN cc-by Biotechnology and Bioengineering 2022-04-21

Millions of people worldwide are affected by peripheral nerve injuries (PNI), involving billions dollars in healthcare costs. Common outcomes for patients include paralysis and loss sensation, often leading to lifelong pain disability. Engineered Neural Tissue (EngNT) is being developed as an alternative the current treatments large-gap PNIs that show underwhelming functional recovery many cases. EngNT repair constructs composed a stabilised hydrogel cylinder, surrounded sheath material,...

10.1371/journal.pcbi.1009142 article EN cc-by PLoS Computational Biology 2021-07-08

Recent progresses in intravital imaging have enabled highly-resolved measurements of periarteriolar oxygen gradients (POGs) within the brain parenchyma. POGs are increasingly used as proxies to estimate local baseline consumption, which is a hallmark cell activity. However, profile around given arteriole arises from an interplay between consumption and delivery, not only by this but also distant capillaries. Integrating such interactions across scales while accounting for complex...

10.1371/journal.pcbi.1011973 article EN cc-by PLoS Computational Biology 2024-05-23

Cellular engineered neural tissues have significant potential to improve peripheral nerve repair strategies. Traditional approaches depend on quantifying tissue behaviours using experiments in isolation, presenting a challenge for an overarching framework design. By comparison, mathematical cell-solute models benchmarked against experimental data enable computational be performed test the role of biological/biophysical mechanisms, as well explore impact different design scenarios and thus...

10.1098/rsif.2023.0258 article EN cc-by Journal of The Royal Society Interface 2023-09-01

Abstract The existence of cerebral blood flow (CBF) reductions in Alzheimer’s disease (AD) patients and related mouse models has been known for decades, but the underlying mechanisms resulting impacts on cognitive function AD pathogenesis remain poorly understood. In APP/PS1 model we found that an increased number cortical capillaries had stalled as compared to wildtype animals, largely due leukocytes adhered capillary segments blocked flow. These stalls were early feature development,...

10.1101/226886 preprint EN cc-by-nc bioRxiv (Cold Spring Harbor Laboratory) 2017-11-29

Around 5% of all traumas result in Peripheral Nerve Injuries (PNI). More than one million people per year are affected Europe and the USA (Chen et al. 2015), healthcare costs estimated t...

10.1080/10255842.2020.1811503 article EN cc-by Computer Methods in Biomechanics & Biomedical Engineering 2020-10-19

Abstract The xylem network, the water conduction system in wood determines ability of trees to avoid hydraulic failure during drought stress. capability withstand embolisms, disruptions column by gas bubbles that contribute failure, is mainly determined anatomical arrangement and connectedness (topology) vessels. However, quantification network characteristics has been difficult, so relating properties topology vulnerability predicting function remains challenging. We studied vessel networks...

10.1101/2023.01.10.523508 preprint EN cc-by-nc-nd bioRxiv (Cold Spring Harbor Laboratory) 2023-01-11
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