- Research Interests
- Statistical Genetics and Epidemiology
Meta analysis
Differential privacy
Dimension reduction
- Selected Publications
- Song, M. and Nicolae, D. L. (2009), "Restricted parameter space models for testing gene-gene interaction", Genetic Epidemiology, 33(5), 386-393
- De la Cruz, O., Wen, X., Ke, B., Song, M., and Nicolae, D. L. (2010), "Gene, region and pathway level analyses in whole-genome studies", Genetic Epidemiology, 34(3), 222-231
- Song, M., Kraft, P., Joshi, A., Barrdahl, M., and Chatterjee, N. (2015), "Testing calibration of risk models at extremes of disease risk ", Biostatistics, 16(1), 143-154
- Hosgood, H. D.* , Song, M.* , ..., Chanock, S. J., Rothman, N., Lan, Q.(2015) , "Interactions between household air pollution and GWAS-identified lung cancer susceptibility markers in the Female Lung Cancer Consortium in Asia (FLCCA)", * Joint first author, Human Genetics , 134(3), 333-341
- Song, M* , Hao, W. *, and Storey, J. D. (2015), "Testing for genetic associations in arbitrarily structured populations", * Joint first author, Nature Genetics, 47(5), 550-554
- Song, M. (2015), "Jackknife-based gene-gene interaction tests for untyped SNPs", BMC Genetics, 16:85, doi:10.1186/s12863-015-0225-9
- Hao, W. *, Song, M*, and Storey, J. D. (2016), "Probabilistic models of genetic variation in structured populations applied to global human studies", * Joint first author, Bioinformatics, 32(5), 713-721
- Wang, Z., Seow, W. J., ... , Song, M., .... , Chanock, S. J., Rothman, N., Lan, Q. (2016), "Meta-analysis of genome-wide association studies identifies multiple lung cancer susceptibility loci in never-smoking Asian women", Human Molecular Genetics, 25(3), 620-629
- Seow, W.J.*, Matsuo, K.*, Hsiung, C.A.*, Shirahshi, K.*, Song, M.*,..., Chanock, S. J., Lan, Q. (2017), "Association between GWAS-identified lung adenocarcinoma susceptibility loci and EGFR mutations in never-smoking Asian women, and comparison with findings from Western populations", * Joint first author, Human Molecular Genetics, 26(2), 454-465
- Song, M., Wheeler, W., Caporaso, N.E., Landi, M.T., and Chatterjee, N.(2018), “Using imputed genotype data in the joint score tests for genetic association and gene-environment interactions in case-control studies", Genetic Epidemiology, 42(2), 146-155
- Rudolph, A., Song, M., Brook, M.N., ...., Chatterjee, N., Chang-Claude, J., Garcia-Closas, M. (2018), “Joint associations of a polygenic risk score and environmental risk factors for breast cancer in the Breast Cancer Association Consortium", International Journal of Epidemiology, 47(2), 526-536
- Song, M. (2018), “A unified genetic association test robust to population structure for count phenotype ", Statistics in Medicine, 37(20), 2954-2967
- Kim, S.I.* , Song, M.* , ..., Song, Y.S. (2019), "Development of Web-Based Nomograms to Predict Treatment Response and Prognosis of Epithelial Ovarian Cancer", *Joint first author, Cancer Research and Treatment, 51(3), 1144-1155
- Wong, J.Y.Y.,..., Song, M.,..., Lan, Q. (2020), ``Tuberculosis infection and lung adenocarcinoma: Mendelian randomization and pathway analysis of genome-wide association study data from never-smoking Asian women", Genomics, 112(2), 1223-1232
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Blechter, B., ..., Song, M.,..., Lan, Q. (2021), "Sub-multiplicative interaction between polygenic risk score and household coal use in relation to lung adenocarcinoma among never-smoking women in Asia", Environment International, 147:105975
- Song, M., Bura, E., Parzer, R., and Pfeiffer, R. (2023), "Structured time-dependent inverse regression (STIR)", Statistics in Medicine, 42(9), 1289-1307
- Shi, J., ..., Song, M. ,..., Lan, Q. (2023), "Genome-wide association study of lung adenocarcinoma in East Asia and comparison with a European population.", Nature Communications, 14, 3043. https://doi.org/10.1038/s41467-023-38196-z
- Kim, R.*, Song, M.*, Shinn, J., Kim, H.S. (2023), "Correlation between metformin intake and prostate cancer", *Joint first author, Cardiovasc Prev Pharmacother, 5(3), 91-97
- Grant
- 2017-2020 한국연구재단, 신진연구지원사업, 신진연구
- 2020-2023 한국연구재단, 중견연구자지원사업, 신진중견연계
- 2023-2026 한국연구재단, 기본연구