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Computer-Based Modelling to Optimise Cancer Treatment

Computer Based Modelling to Optimise Cancer Treatment

University of South Australia researcher, Dr Stephani Reuter Lange, received a grant that will bring personalised cancer treatment one step closer to becoming a reality for more patients.

This will reportedly help in the researcher’s work as she explores how computer-based modelling can optimise cancer treatment and remove the need for expensive clinical trials.

About the Initiative

The $300,000 project will involve using the science of mathematical and statistical models to characterise drug behaviour, helping clinicians make an educated decision on the most appropriate treatment regimes.

The work will provide an evidence-basis for dose individualisation of cancer therapies, offsetting the need for the conduct of costly, large-scale clinical trials.

Ultimately, it will lead to improved patient outcomes and provide a framework on which treatment guidelines can be based on the optimal use of new and existing cancer therapies.

Background

While cancer treatments are most successful when personalised to an individual, most cancer medicines are still administered with a “one size fits all” approach.

Despite substantial improvements in the treatment of cancer, three out of 10 patients will still not survive longer than five years.

This can be attributed to cancer progression or death from severe treatment-related side effects.

There is no field of medicine in which individualisation of medicines is more important than in the area of oncology.

There is large variability in how patients respond to many cancer medicines, which can result in either under-treatment that leads to cancer progression, or overtreatment that can have significant toxic side effects.

The concept of dose individualisation means that the amount of a drug administered to an individual patient can be tailored in order to maximise tumour response and minimise side effects.

The project will focus on the use of computer-based modelling methods to identify dose individualisation strategies for best treatment practice.

While the merits of individualised drug dosages are clear, conducting the large-scale clinical trials required to implement the treatment in practice is a complex and costly process which means cancer treatments currently on offer remain standardised rather than personalised.

Another Cancer-Related Research

Dr Reuter Lange’s project is one of two from the University that were successful in the Cancer Council Beat Cancer Project funding announcement with Professor Peter Hoffmann also securing $100,000 to further critical work in identifying the extent of endometrial cancer and where it has spread.

The research project will focus on developing less intrusive diagnosis and treatment techniques for endometrial cancer, the most diagnosed gynaecological cancer in Australia.

According to the professor, radiological imaging is unreliable in determining the stage of endometrial cancer.

This means that the majority of patients have to undergo surgical staging and removal of lymph nodes, even though the minority will actually have cancer that has spread to the lymph nodes or metastatic disease.

The funding will go towards identifying molecular tissue markers that indicate the presence of metastatic disease so that future patients may not need to undergo unnecessary radical surgery or Lymphadenectomy in order to get an accurate diagnosis.

Utilising Technology for Healthcare

OpenGov Asia earlier reported on an initiative of CSIRO’s Data61, the data science arm of Australia’s national science agency, and UNSW Sydney’s Kirby Institute.

They have developed a new tool that harnesses artificial intelligence (AI) and Twitter for the earlier detection of acute disease events.

The researchers have developed a technique, which was able to detect the disease outbreak up to nine hours before it was officially reported and before the first news story broke.

They can draw upon informal sources such as social media data to understand how acute disease events occur.

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Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

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CTC Global Singapore, a premier end-to-end IT solutions provider, is a fully owned subsidiary of ITOCHU Techno-Solutions Corporation (CTC) and ITOCHU Corporation.

Since 1972, CTC has established itself as one of the country’s top IT solutions providers. With 50 years of experience, headed by an experienced management team and staffed by over 200 qualified IT professionals, we support organizations with integrated IT solutions expertise in Autonomous IT, Cyber Security, Digital Transformation, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

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SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

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HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

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IBM is a leading global hybrid cloud and AI, and business services provider. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service.