£1.5 million EPSRC Global Challenges Research Funding to Tackle Malaria Diagnosis in sub-Saharan Africa using robotics, computer vision and machine learning

A multidisciplinary team led by Delmiro Fernandez-Reyes, Reader in Digital Health & Intelligent Systems at UCL Computer Science, in equal collaboration with the College of Medicine of the University of Ibadan (COMUI), Nigeria, has been carrying outresearchto produce a novel fast robotic-automated computational system capable of reliably diagnosing malaria in sub-Saharan West-Africa.

The team, comprising Delmiro Fernandez-Reyes, Mandayam A. Srinivasan, Vijay Pawar, Mike Shaw and John Shawe-Taylor (UCL Department of Computer Science) and Biobele J. Brown, Ikeoluwa Lagunju and Olugbemiro Sodeinde (COMUI Department of Paediatrics), has now been awarded a £1.5 million EPSRC Global Challenges Research Fund (GCRF) grant. The funding will be used to carry-out engineering (robotics), computational research (computer vision and machine learning) and digital health clinical research (paediatrics infectious diseases) to design, implement, deploy and test a fully automated system capable of tackling the challenges posed by human-operated light-microscopy currently used in the diagnosis of malaria.



Investigation of mechanosensation in C. elegans using light field calcium imaging

We describe a new experimental approach to investigate touch sensation in the model organism C. elegans using light field deconvolution microscopy. By combining fast volumetric image acquisition with controlled indentation of the organism using a high sensitivity force transducer, we are able to simultaneously measure activity in multiple touch receptor neurons expressing the calcium ion indicator GCaMP6s. By varying the applied mechanical stimulus we show how this method can be used to quantify touch sensitivity in C. elegans. We describe some of the challenges of performing light field calcium imaging in moving samples and demonstrate that they can be overcome by simple data processing.


Nano-mechanical single-cell sensing of cell–matrix contacts

Extracellular protein matrices provide a rigidity interface exhibiting nano-mechanical cues that guide cell growth and proliferation. Cells sense such cues using actin-rich filopodia extensions which encourage favourable cell–matrix contacts to recruit more actin-mediated local forces into forming stable focal adhesions. A challenge remains in identifying and measuring these local cellular forces and in establishing empirical relationships between them, cell adhesion and filopodia formation. Here we investigate such relationships using a micromanipulation system designed to operate at the time scale of focal contact dynamics, with the sample frequency of a force probe being 0.1 ms, and to apply and measure forces at nano-to-micro Newton ranges for individual mammalian cells. We explore correlations between cell biomechanics, cell–matrix attachment forces and the spread areas of adhered cells as well as their relative dependence on filopodia formation using synthetic protein matrices with a proven ability to induce enhanced filopodia numbers in adherent cells. This study offers a basis for engineering exploitable cell–matrix contacts in situ at the nanoscale and single-cell levels.


In-vivo high resolution AFM topographic imaging of Caenorhabditis elegans reveals previously unreported surface structures of cuticle mutants

Atomic force microscopy (AFM) is a powerful method for topographic imaging of surfaces with nanometer resolution. AFM offers significant advantages over scanning electron microscopy (SEM) including the acquisition of quantitative 3D-images and biomechanical information. More importantly, for in-vivo biological imaging, AFM does not require sample dehydration/labeling. We show for the first time high-resolution topographical images of the cuticle of the model organism C. elegans under physiological conditions using AFM. C. elegans is used extensively for drug screening and to study pathogen adherence in innate immunity; both applications highly depend on the integrity of the nematode’s cuticle. Mutations affecting both drug adsorption and pathogen clearance have been proposed to relate to changes in the cuticle structure, but never visually examined in high resolution. In this study we use AFM to visualize the topography of wild-type adult C. elegans as well as several cuticle collagen mutants and describe previously unseen anatomical differences.




Robotics and Autonomous Systems work showcased

As part of a recent showcase briefing and networking event for Robotics and Autonomous Systems (RAS) in Horizon 2020, scientists from the National Physical Laboratory (NPL), UCL and MIT gave a presentation on multi-scale robotic teleoperation to the Rt Hon Greg Clark, Minister for Universities and Science.

Prof Mandayam Srinivasan, co-founder of the field of haptics who leads the work at MIT and UCL TouchLabs, started with an overview of teleoperation and haptics at multiple scales from industrial engineering to human scale applications, including robot assisted and remote surgery. The minister was also able to try a hands-on demonstration of micromanipulation with haptic (force) feedback that allows the operator to feel and touch objects at the size of cell developed by Dr Vijay Pawar and Prof Srinivasan.