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Research Topic : STATISTICAL MODELS
Scheme : NHMRC Project Grants
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  • Funded Activity

    Strategies For Communicable Disease Control In Aborigin Al Australians

    Funder
    National Health and Medical Research Council
    Funding Amount
    $133,926.00
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    Funded Activity

    Latent Variable And Mixture Models For The Analysis Of Change In Longitudinal Studies

    Funder
    National Health and Medical Research Council
    Funding Amount
    $108,562.00
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    Funded Activity

    Who Is Going To Have Asthma As A Child, And Will They H Ave It As An Adult?

    Funder
    National Health and Medical Research Council
    Funding Amount
    $102,378.00
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    Funded Activity

    Statistical Methods For The Analysis Of Longitudinal Da Ta

    Funder
    National Health and Medical Research Council
    Funding Amount
    $143,070.00
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    Funded Activity

    Mapping Of Genetic Traits In Experimental Models Using Databases

    Funder
    National Health and Medical Research Council
    Funding Amount
    $237,750.00
    Summary
    The project aims to detect genes that influence human traits. These traits could be a disease such as diabetes or they may be much less sinister, representing hearing range as an example. Many of these traits are difficult to detect because they are governed by many genes which may also interact with the environment to influence the trait. In order to detect genes in these traits we would like to simplify the complex interactions by eliminating the environment as a potential cause or concentrati .... The project aims to detect genes that influence human traits. These traits could be a disease such as diabetes or they may be much less sinister, representing hearing range as an example. Many of these traits are difficult to detect because they are governed by many genes which may also interact with the environment to influence the trait. In order to detect genes in these traits we would like to simplify the complex interactions by eliminating the environment as a potential cause or concentrating on a particular population where the incidence appears to be much greater. In human populations we have no control over the environmental exposures and we cannot restrict their movements. For this reason many genetic studies have been conducted in mice. Many strains of mice have been generated. Their environment can be strictly controlled, enabling a much better identification of disease genes. Since mice and humans share much of their genome they also share many of their genes and are often afflicted by the same diseases. Thus if we identify genes in mice we have a very good chance of identifying the equivalent human genes. The completion of sequencing for the human genome is being closely followed by the completion of the mouse genome, precisely because mice have been used for over 100 years for genetic studies. The data generated from these sequencing efforts and prior genetic studies is now accumulating in vast databases. These databases of DNA information can be used to map genes for traits. The idea is to determine the trait measurement for many mice in different strains and compare these trait levels to the DNA state (genotype) of markers in the genome of the strains. If these are associated it indicates that the marker is situated close to a gene influencing the trait. This narrows the search considerably. Without this strategy we would have the daunting task of identifiying trait genes from many thousands of potential candidates.
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    Funded Activity

    Analysing Genetic And Environmental Risk Factors And Their Interactions For Common Cancers And Cardiovascular Disease

    Funder
    National Health and Medical Research Council
    Funding Amount
    $129,937.00
    Summary
    The statistical models for analysing cancer and cardiovascular risk factor family data are important for understanding the genetic and environmental aetiology of these diseases, but complicated by the different levels of correlations between relatives in a family. The conventional assumption of independence in observations is invalid in these situations. We intend to develop, test, implement and distribute a comprehensive suite of new statistical methods designed specifically to assistant molecu .... The statistical models for analysing cancer and cardiovascular risk factor family data are important for understanding the genetic and environmental aetiology of these diseases, but complicated by the different levels of correlations between relatives in a family. The conventional assumption of independence in observations is invalid in these situations. We intend to develop, test, implement and distribute a comprehensive suite of new statistical methods designed specifically to assistant molecular geneticists and genetic epidemiologists undertake informative and meaningful analyses of the measured and latent genetic and environmental risk factors and their possible interactions. The two associate investigators, Prof John Hopper and Prof Stephen Harrap, will bring their respective genetic epidemiological and biometric statistical expertise and their prestigious family data resources to this project. With the suite of flexible statistical models and analyses, we will further our knowledge about genetic and environmental risk factors and their interactions of common cancers and major gene effects for cardiovascular phenotypes. Simulation studies will help us understand some phenomena accounted in the research but cannot be replicated in reality and assess the efficiency of the statistical methods and credibility of our analysis results independently. Statistical programs developed in this project can also be used in other genetic and epidemiological studies (e.g. diabetes, epilepsy) where such high-level statistical tools are not yet available.
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    Funded Activity

    The Genetic Control Of Platelet Production And Function

    Funder
    National Health and Medical Research Council
    Funding Amount
    $558,920.00
    Summary
    Platelets are the tiny cells that circulate in the body and make blood clot. The human body has more than a trillion of them at any one time, and they are replaced every week by the blood producing cells that reside in the bone marrow. Keeping the normal number of platelets steady is incredibly important any significant drop can result in a life-threatening hemorrhage. The clinical name given to a low platelet count is thrombocytopenia, and it is a very common problem. It can be caused by geneti .... Platelets are the tiny cells that circulate in the body and make blood clot. The human body has more than a trillion of them at any one time, and they are replaced every week by the blood producing cells that reside in the bone marrow. Keeping the normal number of platelets steady is incredibly important any significant drop can result in a life-threatening hemorrhage. The clinical name given to a low platelet count is thrombocytopenia, and it is a very common problem. It can be caused by genetic mutations, viral infections, or by cancer treatments like chemotherapy. The only way to raise platelet numbers in a person with thrombocytopenia is a blood transfusion, which carries with it risks and potential side effects. While we understand quite a lot about how the body produces platelets, we don t know anywhere enough to be able to develop new treatments. Our work is focused on the identification of the genes that control the process, beginning with mouse models of thrombocytopenia, genome mapping, gene isolation, and finally, making the links between the newly identified genes and patients with thrombocytopenia. It will give us a much better understanding of how platelets are produced, how things go wrong in human disease, and how new therapies might be developed to treat them.
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    Funded Activity

    Antitumour Efficacy Of TRAIL: An Immunotherapeutic Approach For The Treatment Of Skeletal Malignancies

    Funder
    National Health and Medical Research Council
    Funding Amount
    $459,034.00
    Summary
    The most serious clinical problem with patients with solid tumours is metastasis to bone, which leads to complications that can cause erosion of the patient's quality of life, and eventually death. TRAIL is a new cancer therapeutic that selectively kills cancer cells while sparing normal cells. The use of TRAIL agonistic antibodies that do not bind OPG and have increased serum half life offers an exciting approach for the treatment of skeletal malignancies that is non toxic and safe.
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    Funded Activity

    Inherited Muscle Disorders - Gene Discovery, Pathobiology And Therapy.

    Funder
    National Health and Medical Research Council
    Funding Amount
    $1,750,277.00
    Summary
    The project proposed by Professors Nigel Laing and Kathryn North and Dr Kristen Nowak is based upon the results of their successful identification of disease genes for genetic muscle diseases. The project is divided into three parts. In the first part of the project, the research team will identify further novel disease genes, some of which they are already close to finding. In the second part of the project the team will determine how the mutations they have identified in the disease genes actu .... The project proposed by Professors Nigel Laing and Kathryn North and Dr Kristen Nowak is based upon the results of their successful identification of disease genes for genetic muscle diseases. The project is divided into three parts. In the first part of the project, the research team will identify further novel disease genes, some of which they are already close to finding. In the second part of the project the team will determine how the mutations they have identified in the disease genes actually cause the diseases. The aim of this work is to discover targets that may ultimately lead to new therapies for these muscle diseases. In the third and final part of the project, the team will pursue one possible therapeutic approach, which is based upon the understanding of the diseases the researchers have gained from their previous studies. There are currently no cures for these muscle diseases, though symptoms can be treated. The team will determine whether heart actin can replace muscle actin in skeletal muscle and thus might treat the muscle disease.
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    Funded Activity

    Role Of The Ets Family Transcription Factor Erg In Stem Cell Function And Hematopoiesis

    Funder
    National Health and Medical Research Council
    Funding Amount
    $413,775.00
    Summary
    The cells responsible for producing blood are called hematopoietic stem cells (HSCs). Our research is focused on the genes that control HSC growth and development. We have discovered that a gene known to cause cancer, Erg, plays a critical role in regulating this process. This Project will tease apart the mechanism by which it does so, provide insights into how Erg can trigger cancer, and help us understand the molecular network of regulators that control blood cell production.
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