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Prof Anthony Turton from the Centre for Environmental Management at the University of the Free State (UFS).

Since a South African team associated with the University of the Free State (UFS) became the first to isolate the SARS-CoV-2 virus from wastewater and developed a viable virus risk forensic service, there has been interest in this technology from a range of role players in North America, Africa, the Middle East, and Southeast Asia, to the South African government.

Prof Anthony Turton from the Centre for Environmental Management at the UFS says contact has been made with two separate scientific teams working in South Africa – one in the Western Cape associated with the Department of Health, and one coordinated by the Water Research Commission reporting to the Department of Water and Sanitation (DWS) – both of which are developing next-generation science. 

Prof Turton says the team has also presented a formal report to the DWS to show that first-generation science is quite capable of generating accurate data that is of great value to planners by feeding into national decision-making bodies.  

A proud achievement 
“As the person who conceptualised this service, I am very proud to be a South African citizen. My background is in national security, so it was that skill set which I applied to the problem when I asked the question – how can we provide the best available information in the shortest possible time, in the face of high risk and growing uncertainty, using the best available technology? This is only possible when one is trained in the intelligence sciences. Intelligence is about converting raw data, often from contested sources, into actionable bits of information with a defined level of certainty.” 
“However, the truly remarkable portion is the team that we rapidly assembled. By hand-picking the right kind of people for the team, we could unlock the power of synergy where 1 + 1 becomes 3. We, as South Africans, have developed a world first, and this is something we can collectively be deeply proud of. This is a proudly South African achievement, not an individual achievement. The benefits belong to society, because even when I was at the CSIR, I championed the notion of ‘science in the service of society’, and here we have another example,” says Prof Turton.

Using available technology
With the 824 wastewater treatment works (WWTW) in the country, the DWS can rapidly deploy this technology to any existing area of concern if they see value in it.  “At present, government is waiting for second-generation science to become available, but that is probably 24 months away at best. In the interim, a crisis is unfolding in the present, and first-generation science is clearly capable of providing sufficiently accurate information to assist in decision-making around the deployment of increasingly scarce resources.”

“DWS used similar technology in the cholera crisis a while back, so they are aware of the benefits. From a society perspective, the question is whether government must wait for the second-generation science to emerge before using the technology, even though first-generation technology can provide an important part of the missing data as explained above. This is what the foreign entities have grasped.”

According to Prof Turton, the interest shown in this technology is from both government and the private sector in North America, Africa, the Middle East, and Southeast Asia. A number of key decision-makers see the value of this technology in mitigating both financial and political risk. 

“They recognise that this pandemic is here to stay for a while, so they intend to get ahead of the curve, which is what the forensics service allows. An example is a condominium where a few hundred people live, but who are unable to use the facilities that they pay levies for. This service will enable all residents in a specific condominium to rebuild trust that they live in a ‘safe space’.” 

“For government, they recognise that this technology can feed data into their mapping systems. They refer to a ‘heat map’ that shows areas of viral activity and areas of relative safety. In one case, the focus is on monitoring each building in a city to identify which building is safe and which is a hot spot,” says Prof Turton. 

Next-generation science 
He explains that next-generation science refers to the algorithms used to extrapolate viral-load data to a larger cohort of people. The first-generation science was about the detection of the virus as a binary measurement: “Is the virus present, yes or no?”

“The current science can do this without a problem. Second-generation science is about how much virus is present? Is this more, or less, than we saw last week? If so, how much bigger or smaller is the signal? If so, can we mathematically calculate from a defined quantum of signal an accurate probability of the total viral load in the population being sampled?” 

“From this, can we say that 15% of the population is shedding virus (a number currently only possible from sewage surveillance) but personal testing shows us that only 5% of the population is positive? If so, we can then say that 10% of the population is both positive and asymptomatic. This has major implications for decision-makers, business owners, tourism operators, and governments who are losing revenue because of failing economies.” 
More importantly, says Prof Turton, is that this missing piece of data will become vital in testing for herd immunity, or the efficacy of a vaccine once available. 

The cost of the service 
By presenting a formal report to DWS, the team was able to get an accurate costing of the service. The cost of a single sewage sample, which can accurately monitor a geographically defined cohort (let’s say 100 000 people for the sake of illustration), is equivalent to 15–20 individual samples (nasal swabs, for example). “We can sample 100 000 people at the same cost as 15 can be sampled individually. More importantly, it is highly unlikely that any government in the world will ever reach anything more than 10% sampling at individual level. This tells us that while individual sampling might be very useful, it is logistically complex, and has a political risk when it cannot be rolled out across a large enough portion of society,” says Prof Turton.  

“The virus-risk forensic service that we have been developing can identify specific hot-spot areas, and those can be targeted for higher saturation coverage of individual testing. For example, in the DWS PoC, we identified one specific WWTW that is a definite hot spot, but another that has no viral signal at all. This means that those people living in the area with no viral signal are safe and do not need to be individually tested, but those in the hot spot need to be isolated and targeted for individual testing. More importantly, we can now say that the hot-spot area is likely to result in demand for medical services in a specific area, so planning can be done before the wave hits the hospital,” explains Prof Turton.   
With the submission of the formal report to government, the Business Water Chamber, and the Public Private Growth Initiative (PPGI), we can now announce a team to offer this virus-risk forensic service to any party with a need for this support in both the public and private sectors.

The team is:  
• Prof Anthony Turton – Centre for Environmental Management at the UFS, responsible for the conceptual design of the virus-risk forensic service. 

• Dr Mpafane Deyi – a graduate from the UFS and CEO of Amanzi-4-All, responsible for implementation of the service to both private and public sector partners.

• Dr Leon Geustyn – Director of Amanzi-4-All, responsible for the mathematical and technical aspects of the risk-based diagnostic service. 

• Dr Shaun Groenink – Director of GreenHill Laboratories, responsible for the laboratory support required.
• Dr Cara-Lesley Bartlett – Senior Scientist at GreenHill Laboratories.

• Mr Neil Madgwick – Director of Praecautio, responsible for the coordination of laboratories as the service grows across the African continent.

• Mr Kevin Lindsay – Director of Instru-Serve, responsible for the refinement of bulk sampling techniques and the supply chain from point of collection to the laboratories.
 

News Archive

Eye tracker device a first in Africa
2013-07-31

 

 31 July 2013

Keeping an eye on empowerment

"If we can see what you see, we can think what you think."

Eye-tracking used to be one of those fabulous science-fiction inventions, along with Superman-like bionic ability. Could you really use the movement of your eyes to read people's minds? Or drive your car? Or transfix your enemy with a laser-beam?

Well, actually, yes, you can (apart, perhaps, from the laser beam… ). An eye tracker is not something from science fiction; it actually exists, and is widely used around the world for a number of purposes.

Simply put, an eye tracker is a device for measuring eye positions and eye movement. Its most obvious use is in marketing, to find out what people are looking at (when they see an advertisement, for instance, or when they are wandering along a supermarket aisle). The eye tracker measures where people look first, what attracts their attention, and what they look at the longest. It is used extensively in developed countries to predict consumer behaviour, based on what – literally – catches the eye.

On a more serious level, psychologists, therapists and educators can also use this device for a number of applications, such as analysis and education. And – most excitingly – eye tracking can be used by disabled people to use a computer and thereby operate a number of devices and machines. Impaired or disabled people can use eye tracking to get a whole new lease on life.

In South Africa and other developing countries, however, eye tracking is not widely used. Even though off-the-shelf webcams and open-source software can be obtained extremely cheaply, they are complex to use and the quality cannot be guaranteed. Specialist high-quality eye-tracking devices have to be imported, and they are extremely expensive – or rather – they used to be. Not anymore.

The Department of Computer Science and Informatics (CSI) at the University of the Free State has succeeded in developing a high-quality eye tracker at a fraction of the cost of the imported devices. Along with the hardware, the department has also developed specialised software for a number of applications. These would be useful for graphic designers, marketers, analysts, cognitive psychologists, language specialists, ophthalmologists, radiographers, occupational and speech therapists, and people with disabilities. In the not-too-distant future, even fleet owners and drivers would be able to use this technology.

"The research team at CSI has many years of eye-tracking experience," says team leader Prof Pieter Blignaut, "both with the technical aspect as well as the practical aspect. We also provide a multi-dimensional service to clients that includes the equipment, training and support. We even provide feedback to users.

"We have a basic desktop model available that can be used for research, and can be adapted so that people can interact with a computer. It will be possible in future to design a device that would be able to operate a wheelchair. We are working on a model incorporated into a pair of glasses which will provide gaze analysis for people in their natural surroundings, for instance when driving a vehicle.

"Up till now, the imported models have been too expensive," he continues. "But with our system, the technology is now within reach for anyone who needs it. This could lead to economic expansion and job creation."

The University of the Free State is the first manufacturer of eye-tracking devices in Africa, and Blignaut hopes that the project will contribute to nation-building and empowerment.

"The biggest advantage is that we now have a local manufacturer providing a quality product with local training and support."

In an eye-tracking device, a tiny infra-red light shines on the eye and causes a reflection which is picked up by a high-resolution camera. Every eye movement causes a change in the reflection, which is then mapped. Infra-red light is not harmful to the eye and is not even noticed. Eye movement is then completely natural.

Based on eye movements, a researcher can study cognitive patterns, driver behaviour, attention spans, even thinking patterns. A disabled person could use their eye-movements to interact with a computer, with future technology (still in development) that would enable that computer to control a wheelchair or operate machinery.

The UFS recently initiated the foundation of an eye-tracking interest group for South Africa (ETSA) and sponsor a biennial-eye tracking conference. Their website can be found at www.eyetrackingsa.co.za.

“Eye tracking is an amazing tool for empowerment and development in Africa, “ says Blignaut, “but it is not used as much as it should be, because it is seen as too expensive. We are trying to bring this technology within the reach of anyone and everyone who needs it.”

Issued by: Lacea Loader
Director: Strategic Communication

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