Biostatistics and bioinformatics<\/p>\n
My research focuses on computational statistics, biostatistics, and bioinformatics, specifically on mixture model-based clustering, health outcomes, and statistical phylogenetics, respectively.\u00a0 My work in health outcomes is on biomarkers and clinical outcomes for Duchenne muscular dystrophy, and Becker muscular dystrophy.\u00a0 My work in clustering involves developing novel mixture models with applications in model-based clustering and classification while my work in phylogenetics involves developing novel algorithms with applications in bioinformatics.<\/p>\n
Dang et al<\/strong> (2024) Efficacy and safety of vamorolone over 48 weeks in a randomized, double-blind trial in Duchenne muscular dystrophy. Neurology.<\/em> 102(5).<\/p>\n Clemens PR, Gordish-Dressman H, Niizawa GA, \u2026, Dang, U.J.<\/strong> (2024) Findings from the longitudinal CINRG Becker Natural History Study dataset. Journal of Neuromuscular Diseases.<\/em> 11 (1) 201-212. https:\/\/doi.org\/10.3233\/JND-230178<\/p>\n Fang, Y., McDonald, C.M., Clemens, P.R., Gordish-Dressman, H., Illei, K., Hoffman, E.P., CINRG DNHS and Vamorolone 002\/003\/LTE Investigators, and Dang, U.J.<\/strong> (2023). Modeling early heterogeneous rates of progression in boys with Duchenne muscular dystrophy. Journal of Neuromuscular Diseases.<\/em> 10(3):349\u2013364.<\/p>\n Dang, U.J<\/strong>., Gallaugher, M. P. B., Browne, R. P., & McNicholas, P. D. (2023). Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions. Journal of Classification<\/em>, 40(1), 145\u2013167. https:\/\/doi.org\/10.1007\/s00357-022-09427-7<\/p>\n Mah, J. K., Clemens, P. R., Guglieri, M., Smith, E. C., \u2026, Hoffman, E P, Dang, U.J.,<\/strong> NorthStar UK Network and CINRG DNHS Investigators (2022). Efficacy and safety of vamorolone in Duchenne muscular dystrophy: A 30-month non-randomized open-label extension study. JAMA Network Open<\/em>. 5(1):e2144178.<\/p>\n Roy R, Soldin, S. J., Stolze, B., Barbieri, M., Tawalbeh, S. M., Rouhana, N., Fronczek, A. E., Nagaraju, K, van den Anker, J, Dang, U. J.<\/strong>, Hoffman, E. P. (2022). Acute serum protein and cytokine response of single dose of prednisone in adult volunteers.\u00a0Steroids<\/em>. 178 (108953)<\/p>\n Novak, J S; Spathis, R; Dang, U. J.<\/strong>; Fiorillo, A A; Hindupur, R; Tully, C B; M\u00e1zala, D A G; Canessa, E; Brown, K J; Partridge, T A; Hathout, Y; Nagaraju, K. (2021) Interrogation of dystrophin and dystroglycan complex protein turnover after exon skipping therapy.\u00a0Journal of Neuromuscular Diseases<\/em>. 8(S2) S383-S402.<\/p>\n Dang, U.J.<\/strong>, Clemens, P.R., Hathout, Y, Conklin, L, and Hoffman, E.P. (2020) ‘Serum biomarkers associated with baseline clinical severity in young steroid-naive Duchenne muscular dystrophy boys’. Human Molecular Genetics\u00a0<\/em>29 (15), 2481-2495.<\/p>\n Furman, B. L.,\u00a0Dang, U.J.<\/strong>, Evans, B. J., & Golding, G.B. (2018). ‘Divergent subgenome evolution after allopolyploidization in African clawed frogs (Xenopus<\/em>)’.\u00a0 Journal of Evolutionary Biology<\/em>, 31(12), 1945\u20131958.<\/p>\n Dang, U. J.<\/strong>, Punzo, A., McNicholas, P. D., Ingrassia, S., and Browne, R. P. (2017) `Multivariate response and parsimony for Gaussian cluster-weighted models\u2019.\u00a0\u00a0Journal of Classification<\/em>. 34 (4), 4\u201334.<\/p>\n Dang, U. J.<\/strong>, Alison M Devault, Tatum D Mortimer, Caitlin S Pepperell, Hendrik N Poinar, G Brian Golding and Golding, G. B. (2016), `Estimation of gene insertion\/deletion rates with missing data\u2019.\u00a0Genetics<\/em>\u00a0204 (2), 513\u2013<\/em>529.<\/p>\n Dang, U. J.<\/strong>, and Golding, G. B. (2016), `markophylo: Markov chain analysis on phylogenetic trees’. Bioinformatics<\/em> 32 (1), 130\u2013132.<\/p>\n Dang, U. J.<\/strong>, Browne, R. P., and McNicholas, P. D. (2015), `Mixtures of multivariate power exponential distributions\u2019. Biometrics <\/em>71, 1081\u20131089.<\/p>\n