Research Interests
Sourav’s research has contributed to the following key fundamental engineering science developments, which are currently being explored for applications in healthcare diagnostics, biomanufacturing and energy.
Nonlinear acoustic transduction method
Quartz crystal resonators are widely used for biochemical measurements. However, the traditional resonance frequency-based sensing method is often limited in detecting microparticles as the latter couple poorly with the thickness-shear mode resonator due to relatively small acoustic penetration depths. The nonlinear acoustic technology developed by Sourav and his team overcomes this limitation by transducing the additional anharmonic distortions in the acoustic signal. The method has been applied for detection of bacteria and immunoprotein functionalised microparticles and has shown substantial improvement in sensitivity and differentiation from non-specific binding, which is a practical challenge in point-of-care biosensors.
Key representative publications:
- Khobragade, S, Da-Silva-Granja, C, Sandström, N, Efimov, I, Ostanin, VP, van der Wijngaart, W, Klenerman, D, Ghosh, S (2020) Direct detection of whole bacteria using a nonlinear acoustic resonator, Sensors and Actuators B: Chemical, 316, 128086, ISSN: 0925-4005. DOI: 10.1016/j.snb.2020.128086.
- Da Silva Granja, C, Sandstrom, N, Efimov, I, Ostanin, VP, van der Wijngaart, W, Klenerman, D, Ghosh, S (2018) Characterisation of particle-surface interactions via anharmonic acoustic transduction, Sensors and Actuators B: Chemical, ISSN: 0925-4005. DOI: 10.1016/j.snb.2018.05.016.
Fixed frequency drive method for acoustic sensing
While the quartz crystal microbalance has made excellent advancements, its simplicity and costs still limit wide adoptability, system integration and multiplexability. Sourav’s team has developed the first analytical method for measurement of acoustic parameters, resonance frequency and dissipation. This has significantly improved the simplicity of acoustic sensing and the speed of acoustic data acquisition (sub-millisecond). The method has been successfully applied for detection of small molecular and immunosensing and currently being explored for real-time performance monitoring of viscous electrolytes.
Key representative publications:
- Guha, A, Ahmad, OS, Guerreiro, A, Karim, K, Sandström, N, Ostanin, VP, van der Wijngaart, W, Piletsky, SA, Ghosh, S (2020) Direct detection of small molecules using a nano-molecular imprinted polymer receptor and a quartz crystal resonator driven at a fixed frequency and amplitude, Biosensors and Bioelectronics, 158, 112176, ISSN: 0956-5663. DOI: 10.1016/j.bios.2020.112176.
- Guha, A, Sandstrom, N, Ostanin, VP, van der Wijngaart, W, Klenerman, D, Ghosh, S (2018) Simple and ultrafast resonance frequency and dissipation shift measurements using a fixed frequency drive, Sensors and Actuators B: Chemical, 281, pp.960-970, ISSN: 0925-4005. DOI: 10.1016/j.snb.2018.11.052.
Acoustic models for sensing viscoelastic materials
The quartz crystal resonator has a relatively high quality factor in liquid (~2000 for a 14 MHz oscillator in water), which is why it has been adopted widely for biosensing applications. However, the measurements get challenging with soft or viscoelastic materials such as mammalian cells, viscous liquids and polymers. The calibration and equivalent circuit models that Sourav’s team has developed have been successfully applied for real-time measurement of erythropoietic stem and generate meaningful acoustic signature for the complex differentiation process. These models are now being extended for detection of realtime coronavirus detection and measurement of polymer electrolytes for a new-generation Aluminium cell currently being studied by the group.
Key representative publications:
- Da-Silva-Granja, C, Glen, K, Sandström, N, Ostanin, VP, Thomas, R, Ghosh, S (2020) A quartz crystal resonator for cellular phenotyping, Biosensors and Bioelectronics: X, 6, 100057, ISSN: 2590-1370. DOI: 10.1016/j.biosx.2020.100057.
Electrochemical quartz crystal microbalance
Quartz crystal microbalance has been widely applied in electrochemical applications for characterising interfacial mechanisms and materials. However, nonspecific interactions and viscoelasticity of materials pose crucial challenges for reliable measurements at the electrodes. The nonlinear acoustic method and the analytical models developed in Sourav’s group have been applied successfully to address some of these challenges in electrochemical measurements.
Key representative publications:
- Swarbrick, S, Efimov, I, Ostanin, VP, Klenerman, D, Stolzing, A, Ghosh, S (2018) Anharmonic acoustic effects during DNA hybridization on an electrochemical quartz crystal resonator, Electrochimica Acta, 269, pp.526-533, ISSN: 0013-4686. DOI: 10.1016/j.electacta.2018.03.014.
- Khobragade, SO, Swarbrick, S, Gruia, V-T, Efimov, I, Ispas, A, Ostanin, VP, Bund, A, Ghosh, S (2017) Detection of flexibly bound adsorbate using the nonlinear response of quartz crystal resonator driven at high oscillation amplitude, Electrochimica Acta, 252, pp.424-429, ISSN: 0013-4686. DOI: 10.1016/j.electacta.2017.09.027.
Grants and Contracts
- PI in “Rapid point-of-care COVID-19 antigen test from saliva” funded by EPSRC Impact Acceleration Award via Loughborough University Enterprise (£142k) (2020-21).
- The project developed the fastest reported (5 min) coronavirus test using saliva samples (no swabs), applying a novel single-step fluorescence assay. A clinical trial is currently ongoing.
- PI in “Rapid Easy-to-use and Affordable Diagnostics for Wound” by National Biofilm Innovation Centre - a BBSRC-Innovate UK funded Innovation and Knowledge Centre (£93k) (2019-21).
- The project demonstrated the feasibility of the fastest reported (5 min) test for detection of wound-relevant bacteria in wound-mimic buffer and their sensitivity to commercial antimicrobials in collaboration with Smith+Nephew, applying a novel single-step aptamer fluorescence assay. A small clinical evaluation is currently ongoing.
- PI in “Rapid Diagnostic Test for Urinary Tract Infection” funded by EPSRC Impact Acceleration Award via Loughborough University Enterprise (£154k) (2018-19).
- PI in “Proof-of-concept of nonlinear acoustic method for detection of bacteria and biomolecules” funded by EPSRC Institutional Support and EPSRC Bridging the Gap in Antimicrobial Resistance (£110k) (2016-17).
- Co-I and “Diagnostics” WP leader in EPSRC Bridging the Gap in Antimicrobial Resistance (AMR) network grant “Tackling Antimicrobial Resistance: An Interdisciplinary Approach” (£552k) (2015-17).
- Co-I in “Challenge-led Regenerative Medicine Manufacturing Research” project (£410k) under the “EPSRC Centre for Innovative Manufacturing in Regenerative Medicine” consortium (2013-14).
- Loughborough University PI and “Acoustic Sensors” WP leader in €3.4m EU consortium project on “NOROSENSOR - A real-time monitoring system for airborne norovirus” (£227k) (2013-2016).
- Innovative Young Biotechnologist Award (IYBA) – a grant from Department of Biotechnology (DBT), India, for development of rapid pandemic influenza sensor (5m INR) (2012).
- Winner, Downing Enterprise 2011 Competition, Downing College, University of Cambridge – a grant for translation of nonlinear acoustic technique developed from doctoral research (£33k) (2011).
- Cambridge University Entrepreneurs' Challenge, University of Cambridge: 2009 Phase I Winner & 2011 Grand Finalist.
- CamBridgeSens Innovation Award, University of Cambridge (£5k) – a grant to initiate the development of a nonlinear network analyzer, which was later fully developed as part of a EU project at Cambridge. The instrument provided unprecedented capabilities in range of frequency, amplitude, harmonics and measurement modes, and was adopted for research at Stanford, KTH Sweden, KU Leuven and University of Leicester.