Precision Nanomedicine-based Diagnostics And Therapeutics For Refractory Malignancies
Funder
National Health and Medical Research Council
Funding Amount
$7,329,484.00
Summary
The vast majority of cancer patients die of their disease due to the emergence of drug resistant cancer cells or metastatic disease that is diagnosed at late stages. Our program aims to develop new types of therapy to specifically target aggressive cancers. To detect cancer early and evaluate the effectiveness of cancer therapy, we will develop sensitive diagnostic tools and devices. This research has application to both childhood and adult cancers.
Developing Interpretable Machine Learning Models For Clinical Imaging And Single-cell Genomics
Funder
National Health and Medical Research Council
Funding Amount
$1,312,250.00
Summary
Machine learning methods will be vital to make best use of the deluge of data generated by high-throughput technologies in biomedical science. To get the most out of these models, however, we need to be able to unpack the 'black box'. I will use curated clinical and public research data to benchmark and develop interpretable deep learning models and software tools. These models will be used for breast cancer screening programs and for analysis of complex, large-scale single-cell genomics data.
Microfluidic Strategy For Circulating Tumour Cells Analysis In Cancer Patients
Funder
National Health and Medical Research Council
Funding Amount
$429,180.00
Summary
My approach and ultimate goal over the next 4 years is to demonstrate the use of recently discovered “Nanoshearing” technology as a standard diagnostic tool for cancer patients undergoing systemic therapy and assess the impact of standard protocols in predicting response to therapy and patient outcomes. Data from this study could potentially define new standards of clinical practice, as they relate to follow-up screening for response to therapy and recurrence of disease.
Evaluation Of The Efficacy Of The Australian Mammographic Screening Program
Funder
National Health and Medical Research Council
Funding Amount
$504,096.00
Summary
BreastScreen Australia uses interim measures such as participation, small cancer detection and interval cancer rates to monitor the impact of the program on mortality. Using BreastScreen Victoria as a case study, we will estimate the direct impact of the program on mortality for screened women, addressing Cancer Australia's priority of 'Improving screening program outcomes to ensure that patients can be identified and treated appropriately and ensuring that screening services are effective'.
Validation Of A Multiplexed Blood Based Screening Assay For The Diagnosis Of Colorectal Cancer
Funder
National Health and Medical Research Council
Funding Amount
$556,712.00
Summary
Colorectal cancer (CRC) is the second most common cancer in Australia with poor patient outcome due to late detection of the disease. We have developed a simple blood based test that can diagnose individuals with CRC at an early stage when the chance of cure is greater than 80%.
Enabling Personalised Risk Assessment For Colorectal Cancer
Funder
National Health and Medical Research Council
Funding Amount
$431,000.00
Summary
Bowel cancer screening will be most effective in disease prevention if it is applied proportionately to individual person's risk. Risk-based screening requires a risk calculator to assess personal risk. By utilising existing large, international datasets, I will identify the risk factors specific for different bowel cancer types and incorporate them to upgrade the prediction model that I have developed. This will achieve more accurate risk prediction to enable personalised risk-based screening.
Statistical Methods For Identifying Structural Variation In Tumour Genomes Using Next Generation Sequencing
Funder
National Health and Medical Research Council
Funding Amount
$243,458.00
Summary
New DNA sequencing technology can sequence a tumour genome affordably in 2 weeks. This re-sequencing data can be used to find small mutations and large-scale chromosomal rearrangements that together are the drivers of cancer. These may one day be used to guide cancer therapy. This project will develop new algorithms for finding mutations and apply these to discover the genetic basis of drug resistance in a model lymphoma system.
Role Of Brm In Skin Tumour Progression From Benign To Malignant
Funder
National Health and Medical Research Council
Funding Amount
$457,267.00
Summary
Australia has the highest incidence of skin cancer in the world. Skin cancer is 3 times as common as all other cancers combined and continues to increase in incidence, particularly in the aging population. Skin cancer is caused by exposure to the ultraviolet radiation found in sunlight. Ultraviolet radiation causes the appearance of solar keratosis, or sunspots, benign lesions that are not particularly dangerous to human health. Some of these develop into malignant squamous cell carcinomas that ....Australia has the highest incidence of skin cancer in the world. Skin cancer is 3 times as common as all other cancers combined and continues to increase in incidence, particularly in the aging population. Skin cancer is caused by exposure to the ultraviolet radiation found in sunlight. Ultraviolet radiation causes the appearance of solar keratosis, or sunspots, benign lesions that are not particularly dangerous to human health. Some of these develop into malignant squamous cell carcinomas that can spread to other tissues and are potentially fatal. Little is known about the biological mechanisms involved in solar keratosis development into squamous cell carcinomas. We have identified the gene brm as being involved in this process. It has not previously been recognised that this gene is important for skin cancer development and therefore our preliminary studies have identified a potential new target. We will study the role of this gene in ultraviolet radiation induced skin carcinogenesis, determine whether it is mutated by ultraviolet radiation in human skin cancer, and what role in plays in some key biological processes in skin cancer development. This study will expand our understanding of malignant conversion during human skin carcinogenesis, the most prevalent human cancer in Australia.Read moreRead less
Comprehensive Assessment Of Genetic And Environmental Risk Factors For Melanoma: A Population-based Family Study
Funder
National Health and Medical Research Council
Funding Amount
$150,679.00
Summary
Excessive sunlight can cause melanoma, a serious type of skin cancer. However, there are other factors including a person's genetic make-up that are thought to put some people at higher risk. Many 'healthy' people have small changes in their genes that might make them more likely to develop melanoma. We need to know more about these genetic factors. Our study will investigate how particular small genetic changes influence a person's likelihood of developing melanoma.
Advanced Non-invasive Cardiovascular Risk Screening In The Community: Practical And Cost Effective?
Funder
National Health and Medical Research Council
Funding Amount
$287,321.00
Summary
This research focuses on the practicalities and cost of mobile, advanced, non-invasive cardiovascular assessments to determine the extent of CVD and clinical risk factors and its likely impact on patterns of treatment and care to “disadvantaged” individuals living in rural and remote regions and Indigenous Australians. The advantage of directly acquiring risk profile information has not been fully explored and its potential to address an “epidemic” of CVD world-wide cannot be overstated.