Wednesday, 02 September 2020 23:44

CSIRO researchers process one trillion points of genomic data to identify disease-causing genes Featured


Researchers from the CSIRO have claimed a word-first by processing one trillion points of genomic data through VariantSpark, an artificial intelligence-based platform, which can help pinpoint the location of specific disease-causing genes in the human genome.

The CSIRO Bioinformatics Group leader Dr Denis Bauer said artificial intelligence (AI) could give a deeper understanding of complex diseases, in a fraction of the time compared to traditional approaches, by analysing immense genomic datasets.

“Our VariantSpark platform can analyse traits, such as diseases or susceptibilities, and uncover which genes may jointly cause them,” Dr Bauer said.

“This can provide valuable information about how the disease works on a molecular level, which can ultimately lead to better treatments.

“VariantSpark is already being used to help determine what genes might be linked to cardiovascular disease, motor neurone disease, dementia, and Alzheimer’s disease.”

In a new study published in the technical journal Giga Science, the researchers analysed a synthetic dataset of 100,000 individuals, enabled by Amazon Web Services (AWS).

Dr Bauer said no other technology platform had been able to process one trillion data points of genomic data, over ten million variants and 100 thousand samples at once.

“Our research shows VariantSpark is the only method able to scale to ultra-high dimensional genomic data in a manageable time,” Dr Bauer said.

“It was able to process this information in 15 hours while it would take the fastest competitors likely more than 100,000 years to process such a volume of data.

“This is a significant milestone, as it means VariantSpark can be scaled up to analyse population-level datasets and drive better healthcare outcomes.”

CSIRO Australian e-Health Research Centre CEO Dr David Hansen said AI technologies were crucial to the future of healthcare in Australia.

“Artificial intelligence is a critical component of understanding genomic information, which is increasingly being used to guide healthcare delivery in Australia and around the world,” Dr Hansen said.

“Despite recent technology breakthroughs with whole genome sequencing studies, the molecular and genetic origins of complex diseases are still poorly understood which makes prediction, application of appropriate preventive measures and personalised treatment difficult.”

VariantSpark was developed by CSIRO’s digital health research team at the Australian e-Health Research Centre with support from CSIRO’s digital specialist arm, Data61.

CSIRO says it is also one of the first machine-learning based health products which allows researchers around the world to access important data critical for developing treatments and accelerating research capabilities, that is available on the AWS Marketplace.

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Peter Dinham

Peter Dinham - an iTWire treasure is a mentor and coach who volunteers also a writer and much valued founding partner of iTWire. He is a veteran journalist and corporate communications consultant. He has worked as a journalist in all forms of media – newspapers/magazines, radio, television, press agency and now, online – including with the Canberra Times, The Examiner (Tasmania), the ABC and AAP-Reuters. As a freelance journalist he also had articles published in Australian and overseas magazines. He worked in the corporate communications/public relations sector, in-house with an airline, and as a senior executive in Australia of the world’s largest communications consultancy, Burson-Marsteller. He also ran his own communications consultancy and was a co-founder in Australia of the global photographic agency, the Image Bank (now Getty Images).

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