Multiplexed AKI biomarker detection with a single molecule biosensor

Lead Research Organisation: University of Leeds
Department Name: Electronic and Electrical Engineering

Abstract

The key objective of this programme of work is to improve the clinical outcomes for patients affected by Acute Kidney Injure (AKI). AKI is a silent killer, which occurs in acutely ill patients and is associated with poor outcomes, which include increased length of hospital stays, increased mortality, and long-term adverse outcomes including chronic kidney disease and cardiovascular mortality. Multiple reports have also described the association of AKI with COVID-19. A recent publication identified that 36.6% of patients admitted to hospital with COVID-19 developed AKI, with 14.3% requiring dialysis and 35% of patients dying. AKI occurs early and in temporal association with respiratory failure. In the UK, during the first wave of the COVID-19 pandemic, the provision of dialysis to patients on the ICUs was pushed to the limit.

Our proposed solution is a radically new diagnostics device able to detect two biomarkers linked to AKI, C-reactive protein (CRP) and Neutrophil Gelatinase Lipocalin (NGAL). These biomarkers can rise by more than 100-fold within a matter of hours in response to changes in an individual's AKI disease state, making them very important candidates for early diagnosis of AKI.

The device employs nanopore technology to detect the presence of these biomarkers in biological fluids within minutes using a hand-held device. Nanopore technology allows the counting of biomarkers one at the time as it is sensitive to just a single molecule passing through the nanopore which is a key advantage over competing technologies that often require the detection of trillions of analytes before a signal can be processed.

The detection of biomarkers using nanopore technology is still challenging because the technology provides the same signal regardless of the biomarker analysed which is a particular problem when the test is carried out in biological fluids like blood.

This project is based on our recent discovery that allowed to fingerprint the signal of individual biomarkers while enhancing the performance of the test in biological fluids such as blood. Our discovery employed DNA origami as carriers able to bind the biomarker of interest and improve its detection with the nanopore platform. DNA origami is a technique that allows to fold long DNA molecules into a robust geometry of choice, similar to the Japanese art of paper origami. We have designed DNA origami shaped like a picture frame able to capture AKI biomarkers (CRP) inside the void. This particular design generates a unique nanopore signal allowing us to count how many biomarkers were captured per DNA origami. This approach allowed us to measure the concentration of biomarkers in biological fluids in a matter of minutes.

Within this programme of work we will further refine this technology to allow the simultaneous detection of two biomarkers important for the early diagnosis of AKI (CRP and NGAL). We will also expand the range of biomarkers that can be analysed with our technology so that it could be use to tackle other diseases in the future. We will have partnered with a leading instrument manufacturer to deliver a prototype instrument that will be tested in clinical settings in collaboration with NHS experts. Alongside the technology development work, we will also demonstrate the clinical relevance of this novel and highly innovative approach by defining a clinical use case for the technology to facilitate the early detection of AKI. In parallel, we will develop an early economic model to demonstrate the clinical and economic consequences of our proposed diagnostic device.

Publications

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Description The main objective of this award was to lay the groundwork for the development of a new class of medical devices based on the combination of DNA origami and nanopore sensing.

We have assembled and validated a range of DNA origami nanostructures equipped with molecules able to selectively capture disease biomarkers in solutions, using Acute Kidney Injury (AKI) biomarkers to validate our approach . We have successfully validated their assembly and stability using a range of biochemical characterization methods, including mass spectrometry and atomic force microscopy.
An important feature of medical devices is their ability detect multiple disease biomarkers simultaneously and we have now created a range of DNA origami structures that are enabling the multiplexed sensing of disease biomarkers.

We have further validated these DNA origami structures with our in house nanopore system and generated preliminary data indicating that the origamis produce unique nanopore signals that should allow the multiplexed detection of disease biomarkers.

We have also developed a protype device based on nanofabricated nanopore sensors, but preliminary experiments are suggesting that these sensors may not be suitable for our technology. We have therefore started engaging with a world-leading British business developing nanopore technology to adapt our DNA origami approach to be compatible with their platforms.

We have also developed a new method for the purification of DNA origami structures which is compatible with robotic fluid handling that will allow the automated and high throughput assembly and purification of DNA origami.


We have also engaged with (n=38) experienced UK renal consultants from tertiary/teaching hospitals, staff involved in acute/intensive care and advanced clinical practitioners, specialist nurses and trainee doctors, asking them to articulate the current issues in AKI diagnosis and what properties a diagnostic technology would need to have to address these problems. Early diagnosis of in-hospital AKI after a medical insult/in critically ill patients and patient monitoring for kidney injury progression were highest priority use cases. There was clear consensus that there are limitations to the currently available tests for AKI, leading to delays in administering treatment, failure to identify a specific diagnosis and longer hospital stays. Whilst the majority of participants, especially consultant doctors, were in agreement that a new point of care test could solve the issues with AKI diagnosis, a third of participants were unsure indicating a need to further engage with end users. Comments included the opinion that a single analyte may not be adequate, supporting the development of a multiplexed test. Characteristics considered key for a new rapid point fo care test for AKI were the amount of time to perform the test, high diagnostic sensitivity, using fresh finger prick blood and generating results in <30 minutes. The results suggest that a new POC test would be most useful in acute admissions, A&E and critically ill patients and could lead to earlier implementation of treatment, escalation of care and earlier referral to renal services.
Exploitation Route not yet
Sectors Electronics,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description Raising awareness on technology development for tackling kidney disease
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
URL https://leedsmic.nihr.ac.uk/info/news/why-patient-and-public-involvement-ppi-is-so-important/
 
Title Data for "Mechanistic Study of the Conductance and Enhanced Single-Molecule Detection in a Polymer Electrolyte Nanopore" 
Description The data set contains all relevant ionic current traces and voltammetric data recorded using pClamp system for the associated paper entitled: 'Mechanistic Study of the Conductance and Enhanced Single-Molecule Detection in a Polymer Electrolyte Nanopore'. The data is in the native pClamp format of abf files. Analysis routine can be performed with script that relies on abf files. The data set is aim to allow users to re-analysis the data and to reproduce the observations made in the associated publication. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact None yet 
URL https://archive.researchdata.leeds.ac.uk/1054/
 
Title Data set for Probing RNA conformations using a polymer electrolyte solid-state nanopore 
Description Datasets including all the ion current traces for DNA and RNA detection with a polymer electrolyte nanopore 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact None yet 
URL https://archive.researchdata.leeds.ac.uk/1036/
 
Title Nanopore Fingerprinting of Supramolecular DNA Origami Nanostructures 
Description The dataset includes the designs for the DNA origami, AFM microgaphs, and ion current data. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact none yet 
URL https://archive.researchdata.leeds.ac.uk/1022/
 
Description Conference Presentation 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Gayathri Mohanan and Dr Chalmers Chau presented posters at the Bruker AFM user meeting and Gayathri was awarded a poster prize worth £500 in AFM consumables from Bruker. The conference led to useful input on how to improve our AFM imaging approach
Year(s) Of Engagement Activity 2023
 
Description Conference Presentation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Prof Christoph Wälti delivered an oral presentation on "Counting individual molecules: DNA nanostructures for diagnostic applications" which sparked questions and discussions afterwards which led to improved DNA origami designs

Dr Chalmers Chau presented a poster on "Single biomarker detection with affimer conjugated DNA origami through solid-state nanopore"
Year(s) Of Engagement Activity 2022
URL https://www.fdn2022.com/
 
Description Conference Presentation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Dr Chalmers Chau and Gayathri Mohanan presented a poster at the 2023 Bragg Exchange which led to discussions and inputs for future research projects.
Year(s) Of Engagement Activity 2022
URL https://www.eventbrite.co.uk/e/bragg-exchange-2023-tickets-469036138717
 
Description Patient and Public Involvement (PPI) Group 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Patients, carers and/or patient groups
Results and Impact Dr Actis, Dr Bethany Shinkins and Prof Lewington participated to a regular Patient and Public Involvement (PPI) Group organised by the Leeds MIC to present our work on AKI biomarker detection to Kidney disease patients and gather some input on how to design the first prototype
Year(s) Of Engagement Activity 2022
URL https://leedsmic.nihr.ac.uk/work-with-us/public-involvement/
 
Description Research project designed for secondary schools 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Prof Walti supported the design of a research project suitable for students aged 14+ in partnership with the Institute for Research in school (IRIS). This project inspired over 100 secondary school students and made them look at science differently and consider a career in a STEM subject
Year(s) Of Engagement Activity 2021,2022
URL https://researchinschools.org/projects/dna-origami/