m-Africa: Building mobile phone-connected diagnostics and online care pathways to support HIV prevention and management in decentralised settings.

Lead Research Organisation: University College London
Department Name: London Centre for Nanotechnology

Abstract

m-Africa's long term vision is to build user-friendly, mobile phone-connected HIV tests which link to online pathways for prevention and medical care. These systems will be used by people within their own homes and communities and they can be set up quickly in South African communities hardest hit by HIV. This will enable people to take full advantage of recent breakthroughs in HIV care and ultimately empower those at greatest risk to manage their own health.

The United Nations aims to end the HIV/AIDS epidemic by 2030. Yet despite huge advances in HIV treatment, prevention and care, many countries lack the set up to roll them out on a large scale and many people remain afraid of testing and seeking care.

South Africa is the country most affected by HIV; almost seven million people are living with HIV and 300,000 people acquire HIV each year. The province of KwaZulu-Natal, home to The Africa Health Research Institute (AHRI), is particularly hard hit. Forty five percent of women attending antenatal clinics have HIV and only half of all people diagnosed with HIV go for medical care within the following year. AHRI research showed that regular home-based HIV testing and immediate treatment could reduce HIV and prolong lives, but getting young people into clinic once they had been diagnosed was hugely challenging. This was because young people felt judged and looked down on once others knew they had HIV. Also they simply couldn't afford to miss work in order to come for an appointment.

The aim of m-Africa is to build a new generation of mobile phone-connected HIV diagnostic tests together with an online app that allows a person, from within their home or local community, to get their test results and medical care online. This could even include getting HIV drugs for prevention or treatment. This would allow people to test with more privacy, avoiding the clinic visits they find so difficult. South Africans have more smartphones than people in almost any other African country. We want to take advantage of this to enable more people to get tested, especially those who have never tested before.

But in order for these exciting new ideas to succeed we have to develop solutions which people at risk of HIV, health care professionals and government find appealing. So our research will start by asking people from these groups for their opinions on our ideas. We will use focus groups, individual interviews and questions in a regular AHRI household survey of 100,000 people.

In parallel we will develop and ask people to test out diagnostic test prototypes, which will include looking at how new ultra-sensitive "nanomaterial" tests could best work. These can detect HIV at the very early stages of infection, when transmission is most likely and prevention most important. We will also design apps to interpret already available HIV tests, which could link results to a doctor for online care.

We will engage with key stakeholders from the outset, including the Community Advisory Board, Directorate of Health KwaZulu Natal, industry, policy makers and regulators, to ensure we develop solutions that will be quickly put into practice. This is important because the technologies we develop could be applied across a wide range of infections and medical conditions. This plan is very much in line with the South African mobile health strategy.

Our team brings together outstanding clinicians, scientists, engineers and public health researchers from South Africa and the UK, with the primary goal of improving HIV prevention and care to deliver major health and economic benefits at the global epicentre of HIV.

Technical Summary

Undiagnosed and untreated HIV can have devastating consequences for the individual and populations, leading to increased morbidity, mortality, and transmission. South Africa has a forward looking mHealth strategy to deliver improved HIV health services but this emerging field is still in its infancy, with currently no safe and acceptable online care pathways and very limited knowledge of the usability and performance of devices in care pathways in low and middle income countries.
With this Foundation Award we will assess facilitators and barriers to implementation of new mobile phone-connected diagnostics and online care pathways into the KwaZulu Natal health system for HIV prevention, diagnosis and clinical management. We will use mixed-method studies using qualitative (key informant interviews, focus groups) and quantitative methods (AHRI household survey of 100,000 residents) to: (i) map current HIV diagnostic capability and needs; (ii) explore smartphone/mobile phone and digital capability among service providers and users; (iii) explore ways mobile technologies are used and viewed; (iv) explore the acceptability and feasibility of integrating new diagnostics into a range of models, including health worker-led testing and self-tests. In parallel we will develop a range of innovative smartphone connected diagnostic tests, benchmark their performance to gold-standard tests (e.g. sensitivity, specificity, speed, cost compared ot laboratory ELISAs and PCR) and run small scale pilots of their usability in primary care and home settings. Technologies at our disposal span from apps to interpret commercial HIV tests to early stage assays utilizing advanced nanomaterials to detect p24 in acute infections and viral load. We will engage with a broad range of stakeholders to ensure we develop solutions allied to their needs. This work is pivotal to building a fit-for-purpose integrated mHealth diagnostic, prevention and clinical platform for HIV prevention in LMICs.

Planned Impact

Our long term vision is to build a fit for purpose integrated digital diagnostic, prevention and clinical platform for HIV to ultimately empower patients to self-diagnose and self-manage remote from traditional health services, using HIV as an example, with broad applicability across infections and non-communicable diseases. This will bring major impact in the following areas:

1. Population benefits - The major beneficiaries will of course be the populations in the HIV endemic region of KwaZulu-Natal who will benefit from a more person -centered approach to HIV testing, prevention and care. The convenience of self-testing within their home, providing more rapid and reliable diagnoses of their illness, and supporting community and home-based provision of HIV prevention and care, will lead to reduced morbidity and mortality, and improvements in quality of life. Wider public benefits include reduced risk of onwards transmission, particularly by those who are unaware of their status.

2. South African and global healthcare systems - will benefit from improved clinical practice and health service delivery by:
i. Widening access to testing for HIV in community settings and the home will enable more patients be tested and linked to care.
ii. A highly innovative opportunity to engage young people with HIV testing, prevention and care by shifting delivery from problematic facility-based care into a self-directed model of online, and supported community based services.
iii. Potential to support HIV self-testing, task shifting to the community care givers and to support virtual adherence-support groups, would allow this project to digitally support current innovations in health care delivery in South Africa i.e. the community care givers program and the use of MSF inspired adherence clubs to support on-going care in stable HIV patients.
iv. Reducing pressure on health facilities and workers - Online patient pathways will allow results, to be rapidly and securely transmitted into KwaZulu-Natal health electronic systems, potentially supporting virtual appointments and treatment to be dispensed in the community, reducing the enormous pressure on facility centres and the administrative burden on staff.
v. More timely public health interventions and new capabilities to monitor the impact of these interventions.
vi. Health-economic benefits - South Africa spends in excess of $1 billion on HIV/AIDS programmes and every case of HIV that is prevented would save a lifetime of antiretroviral costs.
3. Commercial opportunities - Beyond trained man/women power, the potential commercial benefits to South Africa accrue through better population testing, prevention and care, and new employment opportunities in the emerging mHealth sector. We will reach out to local industries, including diagnostic test manufacturers, mobile network providers, handset manufacturers, app developers, policy makers and regulators through our second Workshop, planned at the end of year 1, to communicate developments in our understanding of the needs, technology developments and seed new collaborations. South Africa is well placed to grow commercial opportunities in this space, given its high smartphone penetration (among the highest in Africa), a flourishing mobile industry ($51M investment in tech start ups 'GSMA The Mobile Economy - Africa 2016') and forward looking national mHealth strategy.

Publications

10 25 50

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Turbé V (2021) Deep learning of HIV field-based rapid tests. in Nature medicine

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Budd J (2023) Lateral flow test engineering and lessons learned from COVID-19 in Nature Reviews Bioengineering

 
Title Image created for the front cover of the journal Nature Medicine 
Description Dr Da Huang created an African-inspired art image for the front cover of the journal Nature Medicine, to accompany the paper published by the McKendry group in partnership with the Africa Health Research Institute. the paper uses machine learning to improve quality assurance of HIV rapid tests. https://www.nature.com/articles/s41591-021-01384-9.pdf Here is the link to the artwork: https://www.nature.com/nm/volumes/27/issues/7 "Deep learning for HIV field tests Rachel McKendry, Valérian Turbé and colleagues at University College London and the Africa Health Research Institute use deep-learning algorithms to classify images of rapid human immunodeficiency virus lateral-flow tests acquired in rural South Africa. The pilot study demonstrated high levels of sensitivity and specificity relative to that of traditional visual interpretation. The cover, by Da Huang, a postdoctoral fellow in the University College London i-sense team, is influenced by African designs and illustrates the use of a mobile tablet to collect and analyze test results. This research highlights the potential of deep learning-enabled diagnostics in low-resource settings." 
Type Of Art Artwork 
Year Produced 2021 
Impact Greater visibility of our EPSRC and MRC funded research 
URL https://www.nature.com/nm/volumes/27/issues/7
 
Description Work stream 1: Integrating new smartphone-connected diagnostics and online clinical care pathways into the health system. Lead Maryam Shahmanesh (UCL and AHRI). Interviews with stakeholders, key informants and potential users in the community suggests that there is great enthusiasm for technological innovations that will support HIV self-testing that also links individuals to care, particularly for men and young people. Working closely with the community to understand smart phone ownership and digital literacy levels in this rural community are seen by the community as the strengths of this study to develop and pilot the self or supported use of digitally enabled HIV diagnostics. These findings are fed back iteratively to inform the design of the application and test. In 2020, our initial pilot study at a local clinic in KwaZulu-Natal, South Africa, demonstrated the feasibility and acceptability of using a smartphone to interpret a HIV rapid test with local teenagers. taking part in the study and reporting on the experience of being guided through the steps of performing their test, as well as receiving the test result from the device rather than in person.

Work stream 2: Development of smartphone-connected HIV tests. Leads Rachel McKendry (UCL) and Molly Stevens (Imperial College London).
(i) Smartphone app: A library of images of commercial rapid HIV tests has been created. These images have been captured in field conditions through a strategic collaboration with the Africa Health Research Institute (AHRI, South Africa), and their team of 60+ fieldworkers. Images have been successfully used to train machine learning-based computer vision models, to interpret rapid HIV test results.
(j) Ultra-sensitive rapid test development for the diagnosis of HIV early HIV: We have developed a highly sensitive p24 rapid test in a dipstick format, validated its performance in spiked sera and a seroconversion panel which has recently been published in ACS Nano 2018, acknowledging 'm-Africa'. We have established methods for the scalable preparation and purification of the nanoparticles (sufficient for up to 2000 tests) which retain their activity for long periods (numerous weeks) in solution and in a dried format. The establishment of formulations to enable testing of archived HIV positive EDTA plasma samples covering the serocoversion period are underway for clinical sample testing.
(iii) In 2020, the team spent time optimising the machine learning classifier we use to automatically interpret test results based on a picture of the test captured by the end user. A pilot study was successfully conducted at the Africa Health Research Institute rural site to assess the performance of the new iteration of the app in deployment conditions.

Work stream 3: Stakeholder Engagement. Leads Kobus Herbst and Deenan Pillay (both AHRI). In a planned workshop in Durban, South Africa, scheduled for 12-13 December 2018, m-Africa investigators will interact with local health authorities, health professionals, and eHealth developers and service providers to present the findings of the study and explore topics, such as the establishment of a mobile health application eco-system, integration and presentation of data collected by mHealth applications into decision-support systems, and contributing to the national mHealth guidelines to facilitate the use of mHealth applications in pathways to care.
Exploitation Route This exciting research vision has the potential to bring long term major human and economic benefits to LMICs. Patients will be the ultimately beneficiaries since faster access to antiviral treatment will reduce the risk of suffering and death, and society benefits from reduced risk of onwards transmission by people who are unaware of their infection. LMIC healthcare systems will benefit from more cost-effective models of community-based care and new commercial opportunities could also lead to increased prosperity and jobs in the flourishing African tech sector.
Sectors Digital/Communication/Information Technologies (including Software),Healthcare

URL https://www.i-sense.org.uk/news/using-mobile-technologies-test-and-treat-those-hardest-hit-hiv
 
Description mAfrica's mHealth tools and training protocols for HIV rapid tests, have been adopted by the Africa Health Research Institute as part of their population intervention platform of over 170,000 people in KwaZulu-Natal Natal South Africa. These tools are helping to ensure high quality assurance and to reduce the risk of false positives and negatives. A pilot study of Zenzele, our simulated online care pathway for HIV self testing was successfully piloted in a rural clinic with 30 participants. All 30 successfully linked to care. In 2020, another small pilot study looked at the feasibility and acceptability for using a smartphone to interpret a lateral flow HIV test with local teenagers. The team published in the journal Nature Medicine, research to develop a machine learning classifier to automatically interpret rapid HIV test results based on a photograph of the test captured by the end user. The research was also featured on the front cover of the journal Nature Medicine. The CNN algorithms were shared with the Imperial REACT study and have been used to analyse over 500,000 COVID lateral flow tests as part of one of the largest self-testing surveys worldwide. Further applications are being explored.
First Year Of Impact 2019
Sector Healthcare
Impact Types Policy & public services

 
Description Co-Chair of Expert Advisory Group National Biosurveillance Network
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Invited Speaker and Particpant in FAST Workshop Going beyond the test: online care pathways for Sexual Health: http://www.fast-healthcare.org.uk/digital-health-workshop/ with input to workshop publication (pdf) http://www.fast-healthcare.org.uk/wp-content/uploads/2017/07/FAST-Digital-Health-Report.pdf
Geographic Reach Multiple continents/international 
Policy Influence Type Citation in other policy documents
URL http://www.fast-healthcare.org.uk/wp-content/uploads/2017/07/FAST-Digital-Health-Report.pdf
 
Description Invited speaker BASHH National Conference, 2017, Belfast. The Digital Divide: are we excluding the most vulnerable in the move to online sexual health care? Plenary,
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
 
Description Prof Rachel McKendry - Co-chair Digital Medicine Panel of the Topol Review
Geographic Reach Europe 
Policy Influence Type Membership of a guideline committee
URL https://www.hee.nhs.uk/our-work/topol-review
 
Description IRC Next Steps Plus: A Smartphone Powered mRNA Sequence Detector
Amount ÂŁ1,027,001 (GBP)
Funding ID EP/R018707/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2018 
End 09/2021
 
Description IRC Next Steps Plus: Ultra-Sensitive Enhanced NanoSensing of Anti-Microbial Resistance (u-Sense).
Amount ÂŁ1,388,114 (GBP)
Funding ID EP/R018391/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 10/2018 
End 08/2022
 
Description STAR cluster RCT of HIV self testing and linkage to care-Unitaid
Amount $490,000 (USD)
Organisation World Health Organization (WHO) 
Department UNITAID
Sector Public
Country Switzerland
Start 02/2018 
End 12/2019
 
Description UCL Global Engagement Grant to visit the Africa Health Research Institute (AHRI) in South Africa (2017)-Harriet Gliddon
Amount ÂŁ1,530 (GBP)
Organisation University College London 
Department UCL Global Engagement Office
Sector Academic/University
Country United Kingdom
Start 07/2017 
End 11/2017
 
Description UKRI Centre for Doctoral Training in AI-enabled healthcare systems
Amount ÂŁ6,684,742 (GBP)
Funding ID EP/S021612/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 03/2019 
End 09/2027
 
Description i-sense EPSRC IRC Next Steps Plus: A Smartphone Powered mRNA Sequence Detector
Amount ÂŁ1,027,001 (GBP)
Funding ID EP/R018707/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 10/2018 
End 09/2021
 
Description i-sense Next Steps Award: EPSRC IRC in Agile Early Warning Sensing Systems for Infectious Diseases and Antimicrobial Resistance
Amount ÂŁ3,900,620 (GBP)
Funding ID EP/R00529X/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 10/2018 
End 09/2022
 
Title Advanced nanomaterials for infectious disease diagnosis 
Description i-sense is developing a range of advanced nanomaterials for ultra-sensitive disease diagnosis 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? No  
Impact Invention disclosure submitted to UCLB 
URL https://www.i-sense.org.uk/news/collaborative-research-explores-why-llamas-could-change-future-hiv-d...
 
Title Llama antibodies against HIV 
Description Llama antibodies have been developed against HIV and influenza biomarkers. Benchmarking studies to leading commercial antibodies show improved sensitivity and on rates. 
Type Of Material Antibody 
Year Produced 2017 
Provided To Others? Yes  
Impact Gray, E.R., Brookes, J.C., Caillat, C., Turbe, V., Webb, B.L., Granger, L.A., Miller, B.S., McCoy, L.E., El Khattabi, M., Verrips, C.T., Weiss, R.A., Duffy, D.M., Weissenhorn, W., McKendry, R.A. 'Unravelling the molecular basis of high affinity nanobodies against HIV p24: in vitro functional, structural and in silico insights.' ACS Infectious Diseases (2017); DOI: 10.1021/acsinfecdis.6b00189 ; Turbé, V., Gray, E. R., Lawson, V. E., Nastouli, E., Brookes, J. C., Weiss, R. A., Pillay, D., Emery, V. C., Verrips, C. T., Yatsuda, H., Athey, D., McKendry, R. A. 'Towards an ultra-rapid smartphone- connected test for infectious diseases' Scientific Reports 7, Article number: 11971 (2017); DOI:10.1038/s41598-017-11887-6 
URL https://www.i-sense.org.uk/news/collaborative-research-explores-why-llamas-could-change-future-hiv-d...
 
Title Machine learning algorithms to interpret rapid tests 
Description Machine Learning algorithms to interpret rapid tests. Models developed using library of images acquired in the field. 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? No  
Impact Early stage development. Publications in preparation. 
 
Title Smartphone app online care pathway for HIV self testing 
Description A smartphone app online care pathway for HIV self testing, was co-created with end users in KwaZulu-Natal Natal South Africa, and successfully pilots in a rural clinic with 30 participants. 
Type Of Material Technology assay or reagent 
Year Produced 2019 
Provided To Others? No  
Impact Publication in progress 
 
Title prototype smartphone connected test for early HIV infections using ultra-sensitive nanozyme technology 
Description Prototypes tests under development based on ultra-sensitive nanozymes. Pilot study with clinical patient samples and benchmarking to gold-standard commercial tests. - Loynachan, C.N., Thomas, M.R., Gray, E.R., Richards, D.A., Kim, J., Miller, B.S., Brookes, J.C., Agarwal, S., Chudasama, V., McKendry, R.A., Stevens, M.M. 'Platinum Nanocatalyst Amplification: Redefining the Gold Standard for Lateral Flow Immunoassays with Ultrabroad Dynamic Range' ACS Nano (2017); DOI: 10.1021/acsnano.7b06229 
Type Of Material Technology assay or reagent 
Year Produced 2017 
Provided To Others? Yes  
Impact High impact publication ACS Nano; interest from commercial party; 
 
Title Library of rapid HIV test images under development in partnership with AHRI 
Description A library of photographs of HIV tests has been acquired in rural KwaZulu Natal in South Africa. Images acquired by m-africa and i-sense researchers and AHRI health workers. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? No  
Impact The library images are being used to support early stage machine learning models to interpret HIV test results. 
 
Title Research data supporting "Effect of Formulation Method, Lipid Composition and PEGylation on Vesicle Lamellarity: A Small-Angle Neutron Scattering Study" 
Description Research data supporting the paper: Nele V. et al., Langmuir (2019), DOI: 10.1021/acs.langmuir.8b04256 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Description Africa Health Research Institute 
Organisation Africa Health Research Institute
Country South Africa 
Sector Charity/Non Profit 
PI Contribution current close working relationship between AHRI and UCL and represents a key strategic initiative to extend collaborations in education, research, business and healthcare, within the global health sector. AHRI will provide the necessary resources to facilitate this project in order to accomplish its objectives. As AHRI Chief Scientific Officer I am highly supportive of the goals outlined in this proposal and the opportunity to enable the highest calibre science to be brought to bear on a population with the most significant burden of need.
Collaborator Contribution The ability to link clinical and laboratory-based studies with social science, health systems research and population health data maximizes the potential to undertake biological, causal and interventional research at AHRI. The laboratory base in Durban is currently expanding, in collaboration with other partners, to facilitate human and pathogen genomics underpinned by high-level bioinformatics, biomarker screening, and pathogenesis research. Data, including extensive Department of Health patient records, is singly managed within a health informatics data repository. This maximises the opportunity for understanding the health of the surveillance population, and in conducting intervention studies to mitigate the adverse impact of the HIV/TB epidemics through improved treatment and care of affected individuals. It is this setting which provides a major opportunity to explore the best approach to visualisation of such complex data with impact of using innovative technology to support HIV prevention in South Africa. Basing this research within our setting ensures a rapid route to impact, as well as policy change.
Impact On-going
Start Year 2014
 
Description Imperial REACT study 
Organisation Imperial College London
Country United Kingdom 
Sector Academic/University 
PI Contribution The i-sense team collaborated with the Imperial REACT study who lead one of the largest COVID-19 surveillance programmes involving self-testing at home. Machine learning algorithms developed by the McKendry group (i-sense and m-Africa programme) were shared with the Imperial REACT study and have been used to analyse over 500,000 COVID lateral flow tests.
Collaborator Contribution https://www.imperial.ac.uk/medicine/research-and-impact/groups/react-study/ Launched in April 2020, the REACT programme is one of the world's largest and most comprehensive coronavirus monitoring studies. The programme is led by a world-class team of researchers at Imperial College London in partnership with Ipsos MORI, and commissioned by the Department of Health and Social Care. The programme uses home testing to track the progress of England's epidemic, offering a high-resolution snapshot of how the virus and spreading and who is most at risk. REACT data are regularly reported to Government to inform and shape decision-making. The programme forms part of Pillar 4 of the government's COVID-19 testing strategy, to conduct UK-wide surveillance testing to learn more about the spread of the disease and inform the development of new tests and treatments. It adds to the data already being collected by UK Health Security Agency and the Office for National Statistics.
Impact Publication in progress Highly multidisciplinary
Start Year 2021
 
Description QVQ 
Organisation QVQ B.V.
Country Netherlands 
Sector Private 
PI Contribution Expertise in diagnostic test development, advanced nanomaterials, molecular modelling and virology
Collaborator Contribution QVQ bring a wealth of expertise in llama antibody development
Impact Loynachan, C.N., Thomas, M.R., Gray, E.R., Richards, D.A., Kim, J., Miller, B.S., Brookes, J.C., Agarwal, S., Chudasama, V., McKendry, R.A., Stevens, M.M. 'Platinum Nanocatalyst Amplification: Redefining the Gold Standard for Lateral Flow Immunoassays with Ultrabroad Dynamic Range' ACS Nano (2017); DOI: 10.1021/acsnano.7b06229; urbé, V., Gray, E. R., Lawson, V. E., Nastouli, E., Brookes, J. C., Weiss, R. A., Pillay, D., Emery, V. C., Verrips, C. T., Yatsuda, H., Athey, D., McKendry, R. A. 'Towards an ultra-rapid smartphone- connected test for infectious diseases' Scientific Reports 7, Article number: 11971 (2017); DOI:10.1038/s41598-017-11887-6; Gray, E.R., Brookes, J.C., Caillat, C., Turbe, V., Webb, B.L., Granger, L.A., Miller, B.S., McCoy, L.E., El Khattabi, M., Verrips, C.T., Weiss, R.A., Duffy, D.M., Weissenhorn, W., McKendry, R.A. 'Unravelling the molecular basis of high affinity nanobodies against HIV p24: in vitro functional, structural and in silico insights.' ACS Infectious Diseases (2017); DOI: 10.1021/acsinfecdis.6b00189
Start Year 2012
 
Description Strategic collaboration with Africa Health Research Institute (AHRI) 
Organisation Africa Health Research Institute
Country South Africa 
Sector Charity/Non Profit 
PI Contribution This strategic partnership with AHRI aims to build a digital test bed in the heart of the HIV and TB pandemic in KwaZulu Natal South Africa. Our contribution includes world-class expertise in nano sensors, telecommunications, big data and bioengineering.
Collaborator Contribution The Africa Health Research Institute is a £63M new institute in KwazuluNatal South Africa, and is a merger between Wellcome Trust funded Africa Centre and the Howard Hughes Medical Institute. AHRI brings a wealth of world-class expertise in HIV, state of the art research facilities in Durban, a demographic surveillance household survey of 100,000 people, and a biobank of patient samples.
Impact Turbé, V., Gray, E. R., Lawson, V. E., Nastouli, E., Brookes, J. C., Weiss, R. A., Pillay, D., Emery, V. C., Verrips, C. T., Yatsuda, H., Athey, D., McKendry, R. A. 'Towards an ultra-rapid smartphone- connected test for infectious diseases' Scientific Reports 7, Article number: 11971 (2017); DOI:10.1038/s41598-017-11887-6; Loynachan, C.N., Thomas, M.R., Gray, E.R., Richards, D.A., Kim, J., Miller, B.S., Brookes, J.C., Agarwal, S., Chudasama, V., McKendry, R.A., Stevens, M.M. 'Platinum Nanocatalyst Amplification: Redefining the Gold Standard for Lateral Flow Immunoassays with Ultrabroad Dynamic Range' ACS Nano (2017); DOI: 10.1021/acsnano.7b06229
Start Year 2015
 
Description i-sense PRF Knowledge Transfer Award with NIHR DEC London 
Organisation National Institute for Health Research
Department Diagnostic Evidence Co-operative London
Country United Kingdom 
Sector Public 
PI Contribution The development of 4th generation point of care tests for HIV with mobile connectivity. Device prototypes. Landscaping review of needs.
Collaborator Contribution Diagnostic Evidence Co-operative (DEC) London is one of four NIHR centres in England that generate evidence to support the development of diagnostic tests. i-sense and DEC London have formed a new partnership to evaluate the health economic impact of i-sense diagnostic test for HIV.
Impact Collaboration to begin in April 2017
Start Year 2015
 
Description i-sense/CeSHHAR collaboration on mHealth tools for HIV testing 
Organisation Centre for Sexual Health and HIV AIDS Research Zimbabwe (CeSHHAR Zimbabwe)
Country Zimbabwe 
Sector Charity/Non Profit 
PI Contribution The aim is to co-create an mHealth tool to assist distribution of HIVST at various universities in Zimbabwe. Valerian Turbe works closely with the team at CeSHHAR on building the server, database and web app. The mHealth tool prototype was completed in February 2020 and is currently being piloted in the filed in Zimbabwe. Feedback from the piloting phase will be incorporated in the final mHealth tool to be deployed at universities across Zimbabwe. This collaboration originated as a result of the work conducted at i-sense and mAfrica, with the Africa Health Research Institute.
Collaborator Contribution CeSHHAR provided hundreds of used HIV self tests that the i-sense team could take pictures of, in order to train/validate their machine learning models on a different type of HIV RDT.
Impact mHealth tool for HIVST distribution. Library of pictures of Oraquick HIVST.
Start Year 2018
 
Description i-sense/LSHTM collaboration on Trachoma testing project 
Organisation London School of Hygiene and Tropical Medicine (LSHTM)
Country United Kingdom 
Sector Academic/University 
PI Contribution Supervision of Masters student: Developing and evaluating trachoma diagnosis training tools in preparation for the trachoma elimination endgame.
Collaborator Contribution Training on focus group qualitative analysis. Focus groups were conducted with members of the community in Tanzania to investigate the acceptibility of using mHealth tool for training and/or to assist testing children for trachoma.
Impact Masters student passed. Paper in preparation to publish the results of focus group qualitative analysis.
Start Year 2019
 
Title Computer vision app to interpret rapid HIV tests 
Description The smartphone/tablet application guides the user step by step in the process of performing a RDT for HIV. It asks the user to take a picture of the RDT at the correct time, at which point the picture is fed to a deep learning-trained model embedded in the application which returns the interpretation of the test result. The model was trained with a large (approx. 10 000) library of images taken in field conditions, to account for variations in shadows, brightness levels and inherent imperfection (blurriness, angle, focal distance...). 
Type Of Technology Webtool/Application 
Year Produced 2017 
Impact Early stage development. 
 
Title Smartphone application based online care pathway for HIV self testing 
Description Smartphone application based online care pathway for HIV self testing, co-creaed with AHRI. The app was in English and isi Zulu, with audiovisual guide to HIV self testing and a timer to ensure the test is read at the correct time. The app was successfully piloted on 30 patients in a clinic. 
Type Of Technology Webtool/Application 
Year Produced 2019 
Impact publication underway 
 
Description BBC The Truth About HIV 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact In 2017, BBC created a documentary titled 'The Truth About HIV'. Part of the documentary saw presenter Dr van Tulleken visit KwaZulu-Natal, South Africa and speak with Prof Deenan Pillay about the Treatment as Prevention trial. During this interview, the i-sense data dashboards were showcased.
Year(s) Of Engagement Activity 2017
URL http://www.bbc.co.uk/programmes/b08rvdwp
 
Description Building Mobile Phone-connected Diagnostics and Online Pathways for HIV care: Early findings from the m-Africa Formative Study in KwaZulu-Natal, South Africa. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact In July 2018 (Adeagbo OA, Herbst C, Dlamini N, Mhlongo T, Luthuli M, Xulu S, Sonnenberg P, Estcourt C, Blandford A, Turbe V, Thomas M, Herbst K, Pillay D, McKendry RA, Shahmanesh M) presented their research at the 22nd International AIDS Conference, Amsterdam,
Year(s) Of Engagement Activity 2018
URL https://onlinelibrary.wiley.com/doi/full/10.1002/jia2.25148
 
Description Co-developing and piloting Zenzele, a mobile-phone enabled HIV testing and linkage to care pathway for young people in rural KwaZulu-Natal, South Africa' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Accepted as an oral presentation at STI/HIV World Congress in Vancouver July 2019
Year(s) Of Engagement Activity 2019
 
Description Designing nanomaterials for ultrasensitive biosensing 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk presented by Prof Molly Stevens to an international audience Biosensors 2021, 31st anniversary world congress on biosensors, 26-29 July,
Year(s) Of Engagement Activity 2021
 
Description Digital Sexual Health: What we know & what we need to know for effective services 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Many countries' health strategies promote a large scale shift to digital and self-managed care to meet the population's health needs. Sexual health services have been at the forefront in some countries, offering an increasing proportion of care remotely through a variety of mixed online and in person clinical care pathways. This shift has probably accelerated during the Covid-19 pandemic when face-to-face care has been actively discouraged, and digital care is at the heart of many countries' recovery plans.Much innovation in digital sexual health has focussed on postal self-sampling for STIs and blood borne viruses. The available literature, with some exceptions, suggests these services appeal more to women, people with higher educational qualifications, and those from more affluent areas. A recent study suggests that people with mild learning disabilities find considerable barriers to this type of care. Where available, clinical outcomes of online care compare variably with traditional care pathways and there has been little robust economic evaluation. Digital sexual health has huge potential to meet the needs of people who are willing and able to engage with online care. Much more ambitious care could be provided in seamless eClinics which are integrated with face-to-face services, giving the user and health care professional flexibility, continuity and choice. They have the potential to provide good value for money. However, STIs, like digital literacy are socially patterned; the burden of STIs is disproportionately borne by those who already experience health inequalities and people experiencing health inequalities are less digitally and health literate. We need to ensure we create digital health systems which narrow rather than widen existing health divides, and evaluate them robustly. I will summarise existing evidence for online sexual health care and draw out the major evidence gaps to help us develop inclusive, effective online sexual health care.
Year(s) Of Engagement Activity 2021
URL https://www.stihiv2021.org/
 
Description Direcotorate of Health, KZN- in Durban South Africa 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Health policy makers and researchers
Year(s) Of Engagement Activity 2018
 
Description Discussion on use of mobile technologies to capture diagnostic data with WHO Global Laboratories Alliance for Diagnosis of High Threat Pathogens (GLAD-HD) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Deenan Pillay - Discussion on use of mobile technologies to capture diagnostic data with WHO Global Laboratories Alliance for Diagnosis of High Threat Pathogens (GLAD-HD)
Year(s) Of Engagement Activity 2019
 
Description Estcourt CS. Improving remote and self-managed sexual health care: using the research 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact LUSTRAM Programme and impact for clinical practice
Year(s) Of Engagement Activity 2021
URL https://www.bhiva.org/AnnualConference2021Presentations
 
Description Hong Kong University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Phones, Drones & Disease Workshop organised by HKU
Year(s) Of Engagement Activity 2018
 
Description If she tests negative, it means I am also negative": Men's construction of HIV testing in KwaZulu-Natal, South Africa. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Abstract presented at HIV Research for Prevention (HIVR4P) 2018 Conference, Madrid, 23 October 2018 by Adeagbo OA, Herbst C, Dlamini N, Mhlongo T, Luthuli M, Xulu S, Sonnenberg P, Estcourt C, Blandford A, Turbe V, Thomas M, Herbst K, Pillay D, McKendry RA, Shahmanesh M.
Year(s) Of Engagement Activity 2018
URL https://www.hivsharespace.net/event/hiv-research-prevention-hivr4p-2018
 
Description Invited talk to FDA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Invited talk to FDA
Year(s) Of Engagement Activity 2023
 
Description Lancet Big Data Summit 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Talk: Going viral: harnessing data science, sensors and data visualisation for the early detection of infectious diseases
Year(s) Of Engagement Activity 2022
URL https://thelancetsummit.com/big-data-ai/bio-McKendry.asp
 
Description New Scientist Live exhibition 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact i-sense and m-africa members attended the New Scientist live exhibition over four days. The purpose of having an exhibition space what to have the opportunity to engage with the general public about our research and gain ideas and insights from different audiences. We organised the booth into three spaces - track, test and treat - and had various elements of hands on engagement, including a model demonstration of our lateral flow tests and mobile app, and a 'wall of voices' for people to engage in discussions on how they felt about their health data being shared. This exhibit was highly beneficial for i-sense PhD students and postdocs to discuss their work with a very broad audience from young children to healthcare professionals. Following the event, we had a few students contact us to enquire about internships or work experience and one student who did a feature on our exhibit for their school project.
Year(s) Of Engagement Activity 2017
URL https://www.i-sense.org.uk/news/i-sense-science-bug-spreads-across-new-scientist-live
 
Description New hybrid materials for ultrasensitive biosensing and regenerative medicine 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Plenary talk by Prof Molly Stevens IUPAC-World Polymer Congress MACRO 2020+ , Jeju, Korea and Virtual, 18 May 2021
Year(s) Of Engagement Activity 2021
 
Description Rachel McKendry Plenary Lecture at RCOG World Congress_June 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Plenary Lecture at RCOG World Congress
Year(s) Of Engagement Activity 2019
 
Description Rachel McKendry_Talk at 2019 NMC STI Workshop on Nanomechanical Sensors_Lausanne_June 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact In the 2019 edition we want to focus our workshop in two of the most promising fields: quantum and bio-sensing. We are putting together an exciting program with 8 keynote speakers and more than 10 invited speakers of the top international tier. We expect to attract around 150-200 people from all over the world. Very importantly, in our even we will put in contact two apparently very separate communities as are quantum and bio-sensing communities. The main objective during the workshop will be to explore the synergies between them. The School of Engineering of EPFL supports the organization of scientific workshops on the EPFL campus on topics of heightened interest at the forefront of research. These workshops attract highly visible and internationally recognizable speakers.
Year(s) Of Engagement Activity 2019
URL https://memento.epfl.ch/event/nmc-2019-sti-workshop-on-nanomechanical-sensors/
 
Description Rachel McKendry_Talk at Future of Individualized Medicine_San Diego_March 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact In 2019, the newly renamed Future of Individualized Medicine (formerly Future of Genomic Medicine) conference will expand to include additional perspectives on how to tailor medicine to the individual. Individualized medicine takes into account a person's genes-and genomics will remain a core topic for exploration and discussion-but it also considers the full spectrum of a person's uniqueness from their biologic, physiologic, anatomic, lifestyle and environmental information. The Future of Individualized Medicine conference will thus incorporate perspectives from the emerging fields of digital medicine, artificial intelligence and machine learning, behavioral science and others. This is truly a multidisciplinary forum designed to accelerate the transformation of medicine.
Year(s) Of Engagement Activity 2008,2019
URL https://www.scripps.edu/science-and-medicine/translational-institute/about/events/foim/
 
Description Science for a Successful Nation 2018 - EPSRC - Royal Society 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Presenting some of the ongoing projects of i-sense and mAfrica, including the HIV dashboards, smartphone app to read POCT for HIV and twitter-based early flu outbreaks prediction model.
Year(s) Of Engagement Activity 2018
URL https://www.epsrc.ac.uk/funding/calls/science-for-a-successful-nation-2018/
 
Description Stevens talk - 2018 MRS Fall Meeting, Boston, MA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk given to international audience.
Year(s) Of Engagement Activity 2018
 
Description Stevens talk - 2018 MRS Spring Meeting & Exhibit, Phoenix, AZ, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk given to international audience.
Year(s) Of Engagement Activity 2018
 
Description Stevens talk - 255th ACS National Meeting and Exposition, New Orleans, LA, USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk given to international audience.
Year(s) Of Engagement Activity 2018
 
Description Stevens talk - Israel Materials Engineering Conference (Plenary Lecture), Dead Sea, Israel 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research talk given to international audience.
Year(s) Of Engagement Activity 2018
 
Description Stevens talk - Sensors in Medicine, London, 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Lecture delivered to an international audience
Year(s) Of Engagement Activity 2019
 
Description Talk at 2019 Chief Scientific Officer's Annual Conference_March 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Talk at 2019 Chief Scientific Officer's Annual Conference
Year(s) Of Engagement Activity 2019
 
Description The 'Missing Middle' in HIV Treatment Cascade: Ensuring Men's and Young People's access to HIV Care in KwaZulu-Natal, South Africa. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Adeagbo OA, Herbst C, Dlamini N, Mhlongo T, Luthuli M, Xulu S, Sonnenberg P, Estcourt C, Blandford A, Turbe V, Thomas M, Herbst K, Pillay D, McKendry RA, Shahmanesh M. presented at the International ASSHH Conference, Amsterdam, July 2018
Year(s) Of Engagement Activity 2018
URL http://www.unaids.org/en/resources/campaigns/AIDS2018
 
Description UCL Workshop in Translational Research, Health Innovation & Commercialisation - Durban - 19/20th March 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Third sector organisations
Results and Impact The workshop will be targeted at early stage researchers and aims to introduce participants to the concepts and tools available to plan the translational pathway of their research towards healthcare delivery and social impact, including discussion around the issues of intellectual property and downstream commercialization and adoption.
Organized in three sessions, it starts with an overall perspective on Health Innovation in South Africa with talks covering policy making, funding opportunities and intellectual property legislation; followed by Session 2 that will focus on the specifics of doing translational research, technology transfer and innovation; and finalizing with case studies where some teams will present their innovation journeys in all its diversity. A team of SA and UK based speakers will lead the discussion and provide support.
Year(s) Of Engagement Activity 2019
 
Description WHO Global Laboratories Alliance for Diagnosis of High Threat Pathogens (GLAD-HD) -Deenan Pillay 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Discussion on use of mobile technologies to capture diagnostic data.
Year(s) Of Engagement Activity 2019
 
Description eHealth Afro 2017 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact The eHealth Afro 2017 conference brought together healthcare professionals, government leaders and industry stakeholders to explore tangible eHealth opportunities and eHealth excellence in Southern Africa. It aimed to empower participants to advance eHealth in the region by showcasing proven strategies, best practice and real-world learning to realise measurable benefits for patients, communities, clinicians, and the industry as a whole.
Year(s) Of Engagement Activity 2017
URL https://www.ehealthafro.org/
 
Description i-sense/m-Africa in the EPSRC Pioneer 18 newsletter 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact In June 2017, an article about i-sense and the m-Africa project was featured in the EPSRC Pioneer 18 magazine. The piece was about EPSRC-supported researchers developing mobile phone-connected HIV tests, which link to online prevention and medical care for use in South African communities hardest hit by HIV.
Year(s) Of Engagement Activity 2017
URL https://www.epsrc.ac.uk/newsevents/pubs/pioneer18/