Common variants associated with plasma triglycerides and risk for coronary artery disease

R Do, CJ Willer, EM Schmidt, S Sengupta, C Gao… - Nature …, 2013 - nature.com
Triglycerides are transported in plasma by specific triglyceride-rich lipoproteins; in
epidemiological studies, increased triglyceride levels correlate with higher risk for coronary …

[HTML][HTML] The African genome variation project shapes medical genetics in Africa

D Gurdasani, T Carstensen, F Tekola-Ayele, L Pagani… - Nature, 2015 - nature.com
Given the importance of Africa to studies of human origins and disease susceptibility,
detailed characterization of African genetic diversity is needed. The African Genome …

[HTML][HTML] Bayesian history matching of complex infectious disease models using emulation: a tutorial and a case study on HIV in Uganda

I Andrianakis, IR Vernon, N McCreesh… - PLoS computational …, 2015 - journals.plos.org
Advances in scientific computing have allowed the development of complex models that are
being routinely applied to problems in disease epidemiology, public health and decision …

[PDF][PDF] Uganda genome resource enables insights into population history and genomic discovery in Africa

D Gurdasani, T Carstensen, S Fatumo, G Chen… - Cell, 2019 - cell.com
Genomic studies in African populations provide unique opportunities to understand disease
etiology, human diversity, and population history. In the largest study of its kind, comprising …

The general population cohort in rural south-western Uganda: a platform for communicable and non-communicable disease studies

G Asiki, G Murphy, J Nakiyingi-Miiro… - International journal …, 2013 - academic.oup.com
Abstract The General Population Cohort (GPC) was set up in 1989 to examine trends in HIV
prevalence and incidence, and their determinants in rural south-western Uganda. Recently …

Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models

TJ McKinley, I Vernon, I Andrianakis, N McCreesh… - 2018 - projecteuclid.org
Approximate Bayesian Computation and Simulation-Based Inference for Complex Stochastic
Epidemic Models Page 1 Statistical Science 2018, Vol. 33, No. 1, 4–18 https://doi.org/10.1214/17-STS618 …

Linear mixed model for heritability estimation that explicitly addresses environmental variation

D Heckerman, D Gurdasani, C Kadie… - Proceedings of the …, 2016 - National Acad Sciences
The linear mixed model (LMM) is now routinely used to estimate heritability. Unfortunately,
as we demonstrate, LMM estimates of heritability can be inflated when using a standard …

Sociodemographic distribution of non-communicable disease risk factors in rural Uganda: a cross-sectional study

GAV Murphy, G Asiki, K Ekoru… - International journal …, 2013 - academic.oup.com
Abstract Background Non-communicable diseases (NCDs) are rapidly becoming leading
causes of morbidity and mortality in low-and middle-income countries, including those in sub …

[HTML][HTML] Prevalence of dyslipidaemia and associated risk factors in a rural population in South-Western Uganda: a community based survey

G Asiki, GAV Murphy, K Baisley, RN Nsubuga… - PloS one, 2015 - journals.plos.org
Background The burden of dyslipidaemia is rising in many low income countries. However,
there are few data on the prevalence of, or risk factors for, dyslipidaemia in Africa. Methods …

History matching of a complex epidemiological model of human immunodeficiency virus transmission by using variance emulation

I Andrianakis, I Vernon, N McCreesh… - Journal of the Royal …, 2017 - academic.oup.com
Complex stochastic models are commonplace in epidemiology, but their utility depends on
their calibration to empirical data. History matching is a (pre) calibration method that has …