Constructing Control Samples For The Australian And Other Populations: Improving Power And False Positive Rates In The Next Generation Of Genetic Association Studies With A Focus On Controlling For Fine-scale Population Structure In DNA Sequence Data
Funder
National Health and Medical Research Council
Funding Amount
$283,447.00
Summary
Individuals who live near each other tend to be more similar genetically than individuals who live in different parts of the world. One reason is that they share more of their genetic ancestry. There can be very subtle differences in patterns of genetic variation even within countries. Accounting for these subtle differences can be important for studies of the genetic basis of diseases. We will develop novel statistical methods to control for these genetic differences in disease studies.
Integrating Statistical Imputation Of HLA And KIR Alleles Into Studies Of Disease In Diverse Human Populations
Funder
National Health and Medical Research Council
Funding Amount
$415,218.00
Summary
Immune system genes are strongly implicated in many infectious and autoimmune diseases, as well as cancer. Some of these genes have many possible types due to natural selection in response to pathogens. This variability makes typing these genes very expensive. Developing accurate and inexpensive methods to type these genes is vital in understanding the role they play in susceptibility and progression of disease and will be important for the development of better diagnostic tests and treatments.
Statistical Issues In The Analysis Of Host-viral Genetic Associations
Funder
National Health and Medical Research Council
Funding Amount
$252,849.00
Summary
Viruses such as HIV or Hepatitis B or C may escape detection, and hence control, by the human host immune system through strategic mutations. This project aims to develop statistical methodologies which will facilitate determination of the locations of these strategic mutations and assess the relative impact of different human-host genetic characteristics. Application of the results should benefit the design of tailored vaccines and studies of drug resistance.