OneAMR: a rapid, accurate, point-of-care platform for the detection and prevention of antimicrobial resistance (AMR)

Lead Research Organisation: University of Birmingham
Department Name: Sch of Biosciences

Abstract

Antimicrobial resistance (AMR) is a serious threat to public health with 25,000 people a year in the EU dying from the five most common drug-resistant infections [1]. AMR is a global problem that has been accelerated by the overuse of antibiotics, if not brought under control it will leave us without any effective drugs to treat infections. One bacterial species, Klebsiella pneumoniae is frequently resistant to all antibiotics and is a major cause of hospital-acquired infections such as sepsis and pneumonia. Resistant infections are associated with longer hospital stays, increased costs of treatment and worse outcomes for patients when compared with non-resistant strains of the same species. So serious is the threat of AMR that in 2014 the Longitude Prize was created, a £10M challenge to invent a cheap, accurate and fast point-of-care test (POCT) that will help reduce the use of antibiotics [2], a prize that is currently unclaimed.

In order to treat an infection a doctor needs to know what organism it is caused by and what antibiotics will be effective against it. The gold standard antimicrobial susceptibility testing involves growing or culturing the organism to find the lowest concentration of antibiotic that will stop it growing, a value known as the minimum inhibitory concentration (MIC). This process is often automated in large hospital laboratories but can still take between two days and several weeks to complete. Doctors will prescribe a broad-spectrum antibiotic and wait to see if it is effective. This means patients may receive treatment which is ineffective or that unnecessarily selects for resistance. If treatment is targeted and fast it can improve the effectiveness of the early therapy leading to better outcomes, reduced hospital stays and less resistance in the clinical environment.

Genomic sequencing can help provide this information in much shorter time. This is done by sequencing the DNA which makes up the genomes of microbes and identifying the species by comparing it to those in a database of known sequences. By comparing to a database of known resistance genes and mutations, an attempt to predict drug sensitivity can be made, this is accurate for certain species such like Mycobacterium tuberculosis. For some pathogens it is very hard to predict resistance as it is conferred by complex genotypes that we cannot predict. Newer sequencing platforms such nanopore sequencing can run in real-time and can identify bacterial species in a matter of minutes. Such platforms could revolutionise clinical microbiology but for certain species the ability to predict AMR from just the genome is very limited. This project seeks to combine the genome and the transcriptional response to antibiotic exposure to dramatically improve the ability of rapid testing to predict antibiotic susceptibly.

The way this will be done is by encapsulating bacterial cells within microdroplets with the antibiotic of interest. After a short exposure time the genome and transcriptome of the same cell are sequenced and the information contained in the genome and transcriptome are combined to make a prediction of susceptibility. The overall aims of this project are to develop an instrument which can analyse blood and other clinical samples and provide accurate results in a rapid timeframe. This is traditional culture suitable for 21st century clinical microbiology.

1. https://ecdc.europa.eu/sites/portal/files/media/en/publications/Publications/0909_TER_The_Bacterial_Challenge_Time_to_React.pdf
2. https://longitudeprize.org/challenge

Planned Impact

OneAMR is a timely and innovative project which has the potential to have significant impact across a range of disciplines from industry to policy makers and governmental agencies;

Industry

One beneficiary of the success of OneAMR will be Oxford Nanopore Technologies a British company employing around 350 people which will experience growth resulting in an increase in taxable profilts and creation of high-quality new jobs in the UK. Nanopore sequencing is the only sequencing technology that can produce real-time data enabling OneAMR to provide rapid identification of infections and prediction of antimicrobial susceptibility. The company will benefit from consumable usage during the course of the grant but also more widely as the OneAMR sample preparation system leads to increased demand for nanopore sequencing products in the clinical setting.

The success of the project will also lead to interest from industrial partners who would like to licence the technology or run it a service. Oxford Nanopore Technologies themselves have licenced technology from academic groups in the past. The generation of intellectual property during the course of this project will promote collaboration between key stakeholders including University of Birmingham Enterprise, industrial partners and academics.

University Hospitals Birmingham NHS Foundation Trust (UHB)

A successful outcome to the clinical study in year 4 will push UHB to establish a larger trial to assess the wider implications of the new technology. Hospital management will want to establish whether the new method translates into a reduction in frequency of AMR infections they can report to NHS auditors. UHB is known for cutting edge emergency medicine and large clinical trials unit. The hospital will support further validation work because the cost of treating patients with resistant infections is extremely high are they are a risk to other patients and need to be isolated. They would rather move to a sequencing-based assay because management of reference labs are expensive to run and are more efficient at scale which reduces their responsiveness. This will promote collaboration between the academics leading the research and collaborators such as Mark Garvey, Associate Director of Infection Prevention and Control at UHB.

Policy Makers

Policy makers will benefit from the routine genome sequencing of clinical isolates at UHB which provides more accurate reporting on the numbers and classes of AMR than previous methods helping shape policy. The O'Neill report estimates $100T in global production will be at risk by 2050 if we do not act now and a figure of $30T to implement all the recommendations in the report one of which is investing in rapid diagnostics. The availability of rapid testing would allow policy makers to enact the O'Neill report guidance that hospitals and GP services refrain from prescribing antibiotics until a test has confirmed the presence of a bacterial infection achieving a key goal of the 5-year plan to reduce the unnecessary use of antibiotics.

Governmental Agencies

Government agencies such as Public Health England (PHE) would benefit from a lower work load as they are responsible for running reference services such as antimicrobial susceptibility testing which will be replaced by the OneAMR system. This allows them to focus on other important areas such as developing methods dealing with whole-genome sequences being deposited by OneAMR and other groups performing digital surveillance sequencing.

Patients and the general public

The patients of the Queen Elizabeth Hospital NHS Trust stand to benefit from the system as they will experience faster test results, more effective antibiotic treatment and reduced hospital stays. We will present our work at research showcases at the hospital every year, this is an opportunity to engage with the general public and tell them about the risks of AMR and what we are doing to tackle it.

Publications

10 25 50
 
Description We have developed a rapid, low-bias droplet amplification technique to allow the sequencing of pg equivalents inputs of bacterial cells. This is a key objective of the OneAMR project which will have widespread utility for clinical metagenomics approaches which after host depletion have very low input material. Work on integrating this into an end-to-end AMR detection platform is still ongoing.
Exploitation Route One of the limitations of clinical metagenomics for pathogen detection is that after host depletion has taken place there is too little material to sequence. This means robust amplification methods are needed that can work in the picogram input range that are faster and less biased that traditional multiple-displacement amplification methods which are commonly used for sequencing uncultured bacterial cells. Our work shows low-bias and amplification 10x faster than these existing methods and could have widespread application in clinical metagenomics e.g. for respiratory infections.
Sectors Agriculture, Food and Drink,Environment,Healthcare

 
Description UKHSA Genomic Technical Working Group
Geographic Reach National 
Policy Influence Type Membership of a guideline committee
Impact Genomic surveillance is critically important for SARS-CoV-2 management as it can monitor the dynamics of different lineages/variants. Having a robust quality process in place which covers all sites ensures data generated is reliable and high-quality.
 
Description Mycobacterial Lysis Reagent Development - BBSRC IAA
Amount £30,000 (GBP)
Funding ID BBSRC IAA GBGB.RRAD20796 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 03/2021 
End 03/2022
 
Description Synthetic training data for nanopore sequencing
Amount £50,000 (GBP)
Organisation Oxford Nanopore Technologies 
Sector Private
Country United Kingdom
Start 02/2022 
End 05/2023
 
Description Synthetic training data for nanopore sequencing 2
Amount £65,000 (GBP)
Organisation Oxford Nanopore Technologies 
Sector Private
Country United Kingdom
Start 03/2023 
End 07/2023
 
Description UKRI Future Leaders Fellowships
Amount £567,000 (GBP)
Funding ID MR/X024067/1 
Organisation United Kingdom Research and Innovation 
Sector Public
Country United Kingdom
Start 10/2023 
End 10/2026
 
Title Viral metagenomics using SMART-9n amplification and nanopore sequencing 
Description SMART-9n is a laboratory protocol for rapid, viral metagenomics for nanopore sequencing. It leverages the SMART (Switching Mechanism at the 5' end of RNA Template) approach for efficient generation of tagged cDNA molecules followed by single primer amplification which is compatible with ONT rapid adapters which are the fastest approach of library preparation for nanopore sequencing experiments. 
Type Of Material Technology assay or reagent 
Year Produced 2021 
Provided To Others? Yes  
Impact We benchmarked the performance of the method against gold-standard amplicon sequencing approaches for cell-cultures of Zika virus from which we recovered 10kb of the 10.8kb genome in a single cDNA read. We found the library preparation took only 10 minutes and cost 45% less than other methods. The amplification approach and polymerase generates extremely long reads enabling high-quality genome assembly and taxonomic assignment and we expect the method to become widely used in future. 
URL https://www.protocols.io/view/viral-metagenomics-using-smart-9n-amplification-an-j8nlke5wwl5r/v1
 
Title nCoV-2019 sequencing protocol 
Description This is a technique for performing whole-genome sequencing of SARS-CoV-2 from clinical samples. The technique involves the use of multiplex PCR to generate pools of amplicons spanning the SARS-CoV-2 genome allowing it's full reconstruction. Primers are designed using an open-source software package I designed www.primalscheme.com. The technique also describes how to prepare sequencing libraries for nanopore sequencing although the amplicon pools are compatible with any sequencing platform. 
Type Of Material Technology assay or reagent 
Year Produced 2020 
Provided To Others? Yes  
Impact The method was published on the 22nd Jan 2020 just days after the first reference genome was published by researchers at Fudan University, China. The method quickly became the most popular sequencing method for SARS-CoV-2 amassing over 200,000 page views on protocols.io. The method is estimated to be in use in over 500 laboratories worldwide including COG-UK, CanCoGen, Spheres and other national genomic surveillance efforts. COG-UK alone has generated >2.5M genomes of which 90% were generated using this approach. This alone represents over half of the SARS-CoV-2 genome sequences deposited in public databases. The availability of thousands of SARS-CoV-2 genomes has had major impact on the study of the virus, public health policy and established the UK as world leaders in genomic surveillance. My group continue to develop the primer scheme, updating it to work with new variants such as Omicron which is characterised by having >50 new mutations. 
URL https://www.protocols.io/view/ncov-2019-sequencing-protocol-v3-locost-bh42j8ye
 
Description ARTIC oligonucleotide synthesis partner 
Organisation Integrated Technologies Ltd
Country United Kingdom 
Sector Private 
PI Contribution I have established an important working relationship with IDT who synthesise ARTIC primer pools at industrial scale. ARTIC primers have been used in the generation of over 10M SARS-CoV-2 genomes and the demand has been considerably higher than what we have been able to supply to people in an academic setting. I have established a trusted working relationship with IDT to enable the large-scale production of these materials to meet the demand.
Collaborator Contribution I design the panels and decide when if any updates are needed before liaising with IDT to put them into large scale production. I run a series of QC tests on the pre-production manufacturing runs in order to ensure it is performing as expected and free of contamination etc. Once the materials have been tested they are released for wider use.
Impact The availability of this material is important for the various SARS-CoV-2 genome sequencing activities which are going on in academic labs, public health settings and commercially.
Start Year 2020
 
Description Oxford Nanopore Technologies 
Organisation Oxford Nanopore Technologies
Country United Kingdom 
Sector Private 
PI Contribution I have a collaboration with Oxford Nanopore Technologies (ONT) to improve the accuracy of nanopore basecalling using synthetic templates. I have been involved in the development of applications of nanopore sequencing since 2014 and it is a core technology for OneAMR allowing real-time detection genes for the prevention of anti-microbial resistance. The company approached me as being someone who could use their knowledge of both Illumina and nanopore sequencing to develop the laboratory methods for a novel basecaller training platform using synthetic oligonucleotides.
Collaborator Contribution Initially the company supported proof-of-concept experiments and thanks to promising results from those we have now expanded the collaboration into a full research contract agreement between ONT and Birmingham. This contract runs for two and half months initially with a total cost of £50k covering staff and consumables. This work gives us an opportunity to work closely with research scientists at the company and build a closer partnership in future.
Impact The work is currently ongoing but we now have a research contract in place which covers materials and intellectual property rights. We expect this to result in joint intellectual property or publication rights and will be beneficial to the large community of nanopore sequencing users and the OneAMR project. This work supports the growth of Oxford Nanopore Technologies an important U.K.-based biotechnology company who recently floated in London and employer of over 600 staff.
Start Year 2020
 
Description The ARTIC Network 
Organisation University of Cambridge
Department Virology
Country United Kingdom 
Sector Academic/University 
PI Contribution I am a co-investigator for the ARTIC network a Wellcome Trust Collaborative award held between the University of Birmingham, University of Cambridge and the University of Edinburgh to develop methods to advance the technology of real-time genomic surveillance of viral outbreaks. I take responsibility for developing the laboratory methods used by the network and it's partners across the world.
Collaborator Contribution The ARTIC network provides funding for consumables, equipment and travel to enable these activities as well as being a recognisable brand.
Impact The network including myself worked with the INRB to establish a field Ebola virus sequencing laboratory in Goma in Eastern Democratic Republic of Congo to provide surveillance of the 2018-2020 North Kivu outbreak. I have also supported SARS-CoV-2 sequencing worldwide by publishing a SARS-CoV-2 sequencing protocol 'the ARTIC protocol' which has become the most popular method in the world in use in over 500 labs. Using the online platform protocols.io the protocol has garnered 200,000 views and been adopted by multiple commercial organisations including sequencing market leaders Illumina who used the assay design in their FDA approved CovidSeq kit, Qiagen, Oxford Nanopore Technologies, New England Biolabs and Integrated DNA Technologies have all produced products based on my open-source designs. It has also been key in establishing COG-UK as the benchmark worldwide for SARS-CoV-2 genomic surveillance having been used to generate >2.5M genomes to date.
Start Year 2017
 
Description The ARTIC Network 
Organisation University of Edinburgh
Department Edinburgh Infectious Diseases
Country United Kingdom 
Sector Academic/University 
PI Contribution I am a co-investigator for the ARTIC network a Wellcome Trust Collaborative award held between the University of Birmingham, University of Cambridge and the University of Edinburgh to develop methods to advance the technology of real-time genomic surveillance of viral outbreaks. I take responsibility for developing the laboratory methods used by the network and it's partners across the world.
Collaborator Contribution The ARTIC network provides funding for consumables, equipment and travel to enable these activities as well as being a recognisable brand.
Impact The network including myself worked with the INRB to establish a field Ebola virus sequencing laboratory in Goma in Eastern Democratic Republic of Congo to provide surveillance of the 2018-2020 North Kivu outbreak. I have also supported SARS-CoV-2 sequencing worldwide by publishing a SARS-CoV-2 sequencing protocol 'the ARTIC protocol' which has become the most popular method in the world in use in over 500 labs. Using the online platform protocols.io the protocol has garnered 200,000 views and been adopted by multiple commercial organisations including sequencing market leaders Illumina who used the assay design in their FDA approved CovidSeq kit, Qiagen, Oxford Nanopore Technologies, New England Biolabs and Integrated DNA Technologies have all produced products based on my open-source designs. It has also been key in establishing COG-UK as the benchmark worldwide for SARS-CoV-2 genomic surveillance having been used to generate >2.5M genomes to date.
Start Year 2017
 
Title primalscheme 
Description primalscheme is a tool for designing primer panels for multiplex PCR. It uses a greedy algorithm to find primers for tiling amplicon generation for multiple reference genomes. It works best on viral isolates of known lineages e.g. outbreak strains. 
Type Of Technology Webtool/Application 
Year Produced 2020 
Open Source License? Yes  
Impact This is the software used to design the primer schemes used for the SARS-CoV-2 and Ebola virus described previously. The SARS-CoV-2 scheme derived from this application have been adopted by commercial companies for use in their products including the FDA approved CovidSeq by Illumina. The availability of SARS-CoV-2 genome sequences is crucial for the study of viral evolution including the detection and monitoring of variants which may be more transmissible or result in lower vaccination efficacy. This software has been central to SARS-CoV-2 whole-genome sequencing worldwide and a large proportion of all genomes generated are attributable the outputs of this software. 
URL http://www.primalscheme.com
 
Description Article on STAT 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I wrote a byline in conjunction with a PR company for Stat news, a widely respected news outlet on how genomic surveillance can be used in outbreak management. This is likely to have had very wide reach amongst the general public and would increase understanding in the area of genomic surveillance and genome sequencing.
Year(s) Of Engagement Activity 2020
URL https://www.statnews.com/2020/09/11/real-time-gene-sequencing-can-help-control-and-may-someday-preve...
 
Description COVID-19 Researcher Spotlight: Interview with Joshua Quick 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I recorded an episode of COVID-19 Researcher Spotlight with New England Biolabs (NEB). On this I discussed the development of the ARTIC SARS-CoV-2 protocol and primer schemes which has been supported by NEB with the release of the NEBNext ARTIC SARS-CoV-2 Companion Kit providing researchers with a single part number for all the 3rd party enzymes needed for the protocol.
Year(s) Of Engagement Activity 2021
URL https://www.neb.com/podcasts/podcast-28-covid-19-researcher-spotlight-interview-with-joshua-quick