Taking the first steps towards advancing precision health in Asia
Fri, 08/02/2024 - 12:00
Precision medicine enables clinicians to leverage data on genetics, environment, and lifestyle factors to personalise treatment for each patient. For many conditions, such as cancer and heart disease, there is a lack of Asian data in public databases. Precision Health Research, Singapore (PRECISE) and Diagnostics Development Hub (DxD Hub), hosted by A*STAR, is working to close this gap.
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From telemedicine to electronic health records, the healthcare industry has seen rapid adoption of digital health technologies. Vast amounts of data – from genetic to clinical – are being made available to medical professionals to aid them in confirming patient diagnoses.
Yet few Asian datasets are available.
PRECISE-SG100K is a flagship project in Phase II of the National Precision Medicine (NPM) Programme to study the genetic makeup of 100,000 consenting Singaporeans.
This study aims to improve patient outcomes through new insights into the Asian genome and accelerate data-driven healthcare solutions by identifying the social, environmental, lifestyle and genetic factors associated with diseases prevalent in Singapore. These include chronic illnesses like diabetes and hypertension, as well as genetic conditions such as familial hypercholesterolemia.
Professor Patrick Tan, Executive Director of PRECISE, highlighted that having a multi-ethnic Asian reference genome database is a valuable resource for Singaporean researchers and clinicians to tap into to improve the genetic analysis of Asian populations and management of patients with genetic conditions.
Chief Executive Officer, SGInnovate, Dr Lim Jui; Executive Director, Precision Health Research, Singapore (PRECISE), Prof Patrick Tan; Director, SingHealth Duke-NUS Institute of Precision Medicine (PRISM), Senior Consultant, Genetics Services, KK Women’s and Children’s Hospital (KKH), Dr Saumya Shekhar Jamuar; Deputy CEO and Chief Technology Officer, Diagnostics Development Hub (DxD Hub), hosted by A*STAR, Dr Ruifen Weng; CEO, Consortium for Clinical Research and Innovation, Singapore (CRIS), ED, Singapore Clinical Research Institute (SCRI), Interim ED, Advanced Cell Therapy and Research Institute, Singapore (ACTRIS), A/Prof Danny Soon. (Photo credit: PRECISE)
Prof Tan was speaking at an event organised by PRECISE and DxD Hub. The session offered insights into the development of diagnostic products and therapeutics, derived from the NPM datasets and by tapping on DxD Hub’s productisation expertise.
Closing the gap
Typically, researchers and clinicians would rely on existing datasets which are predominantly from Western populations, which can result in an increased risk of misdiagnosis or mismanagement of Asian genetic diseases.
“When you try to extrapolate medical findings from the West to Asia, they’re less accurate,” Prof Tan explained. This creates a greater chance for error, increasing the risk of doctors potentially misdiagnosing their patients," he added.
SG10K_Health was generated through NPM Phase I, the world’s largest multi-ethnic Asian reference database containing 10,000 genomes.
Singapore’s diverse population of ethnicities ranging Chinese, Malay and Indian, represent least 80% of genetic variation in Asia.
“Apart from the three major ethnic groups, Singapore has good electronic health records, making this one of the few places where technology capabilities can be scaled,” Prof Tan said. He highlighted that the expansive dataset would strengthen Singapore’s unique position in the healthcare industry.
The PRECISE-SG100K study, which has finished whole-genome sequencing of 50,000 individuals as of December 2023, is on track to complete the DNA mapping of 100,000 Singaporeans by early 2025.
Ms Irene Cheong, Acting Chief Executive Officer, DxD HubUntil you can bring insights to the marketplace through a test the patient can benefit from, (building the datasets) can seem like an untapped opportunity.
Uplifting companies and entering the market
While analysing the datasets can unveil new findings, they can only contribute to improved patient outcomes and the wider healthcare landscape when harnessed for the development of diagnostics and therapeutics.
“Until you can bring insights to the marketplace through a test the patient can benefit from, (building the datasets) can seem like an untapped opportunity,” said Ms Irene Cheong, Acting Chief Executive Officer, DxD Hub.
The genomic, phenotypic and clinical data collected will unveil valuable insights such as disease risk factors and biomarkers.
While these findings need to be translated into proper diagnostic tools, Biotech and pharmaceutical companies may face challenges in integrating the data into products that are clinically valid and regulatory compliant due to limited funds or technical expertise. Moreover, the process of translating research into diagnostic tools can be financially intensive.
The Memorandum of Understanding inked between PRECISE and DxD Hub aims to bridge the gaps between research and productisation.
At the event, Prof Tan shared the use case of PRECISE having facilitated the partnership between SingHealth Duke-NUS Institute of Precision Medicine (PRISM), KK Women’s and Children’s Hospital (KKH) and DxD Hub to develop a customised genetic test panel to screen for carriers of common severe recessive diseases among Singaporeans.
Dr Saumya speaking at the event. (Photo credit: PRECISE)
Dr Saumya Shekhar Jamuar, Director, SingHealth Duke-NUS PRISM and Senior Consultant, Genetics Service, KKH, shared that existing commercial test kits for recessive genetic diseases such as thalassemia may not be relevant for Asian populations and were costly for large-scale implementation.
“This gave us the idea of designing an Asian-inclusive carrier screening panel,” he added.
Dr Saumya shared that with the dataset and insights PRECISE-SG100K has generated through the NPM programme, researchers can now systematically evaluate the prevalence of genetic conditions in the local population.
While doctors and scientists are skilled in clinical and research areas, it is corporations and industry players, equipped with technical expertise and scalable manufacturing capabilities, that will transform research findings into medicines and effective products that can be used safely in humans globally.
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)
Acting CEO of DxD Hub, Ms Irene Cheong, speaking to the audience. (Photo credit: PRECISE)
“As A*STAR’s first innovation platform, one of the things we want to do is to help our local enterprises with very good diagnostic tests or digital health solutions come into play in the local ecosystem,” Ms Cheong added.
Harvesting data in a prudent manner
Developing digital diagnostics is a complex endeavour. Digital healthcare startups and companies require access to high-quality data, such as that from the NPM, to develop relevant and feasible models, but need to ensure responsible handling of datasets.
During the discussion on how precision medicine is revolutionising diagnostic development, Dr Weng Ruifen, Deputy Chief Executive Officer and Chief Technology Officer, DxD Hub, cautioned, “You need access to good quality data to even develop an algorithm. And when you have access to these well curated datasets, how do you ensure data security?”
Even if companies are knowledgeable about workflow processes in healthcare, other challenges abound. In the ecosystem, it is vital to ensure data security and proper regulatory frameworks as well as being able to navigate the commercial space, such that projects can potentially be adopted by healthcare providers.
“Beyond our immediate collaborations, we envision NPM as a platform for meaningful interactions, where we catalyse partnerships to pursue collaborative research that advances precision medicine insights and strengthens Singapore’s status as the region’s leading medical hub to deliver precision medicine-based treatments,” said Prof Tan.
Find out more about SGInnovate’s upcoming networking and community events here.
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