Chao Agnes Hsiung, Ph.D.
Distinguished Investigator and Director
Institute of Population Health Sciences
EDUCATIONPh.D., Statistics, Columbia University, USA, 1975
M.A., Statistics, Columbia University, USA, 1973
B.S., Mathematics, National Tsing-Hua University, Taiwan, 1972
PROFESSIONAL EXPERIENCES- Distinguished Investigator and Director, Division of Biostatistics and Bioinformatics, National Health Research Institutes, Taiwan (2002 - present)
- Adjunct Professor, Institute of Statistics and Department of Life Science, National Tsing-Hua University, Taiwan (2005 - present)
- Investigator and Director, Division of Biostatistics, National Health Research Institutes, Taiwan (1997 - 2001)
- Director, Statistical Center, Taiwan Cooperative Oncology Group, Taiwan (1992 - 2004)
- Research Fellow, Institute of Statistical Science, Academia Sinica, Taiwan (1985 - 2000)
- Acting Director, Department of Research Resources, National Health Research Institutes, Taiwan (1998 - 1999)
- Chair, Panel for Statistical Science, National Science Council, Taiwan (1995-1997)
- Professor, Department of Mathematics, National Central University, Taiwan (1981-1998)
- Visiting Professor, Department of Statistics, Columbia University, USA (1989-1990)
- Associate Professor, Department of Mathematics, National Central University, Taiwan (1976 - 1981)
- Assistant Professor, Department of Mathematics, Cornell University, USA (1975 - 1976)
RESEARCH INTERESTSDr. Hsiung's current research interests include statistical genetics and genetic epidemiology. Her laboratory also puts efforts on microarray analysis for gene expression data and array CGH data. Her work is to use statistical approach to help solve biomedical problems and to develop statistical methodologies for problems rising from real biomedical applications.
RESEARCH ACTIVITIES & ACCOMPLISHMENTSDr. Hsiung has authored over 90 original research articles. She was elected as a fellow in the Institute of Mathematical Statistics, also an elected member of International Statistical Institutes. Dr. Hsiung has worked on the topic of event history analysis, which has wide applications in biomedical research. After Dr. Hsiung joined NHRI, she and her research team have been participating in an international genetic study---Stanford Asia Pacific program in Hypertension and Insulin Resistance (SAPPHIRe). They have successfully recruited over 1250 sib pairs, and published papers on study of the association between hypertension/metabolic syndrome and polymorphisms for several important candidate genes. They also published results on linkage analysis for quantitative traits related to metabolic syndrome based on the genome-wide scan data. The second wave and the third wave of the follow-up study has mainly been coordinated by Dr. Hsiung's team.
In order to increase the power of the linkage tests, the team has proposed an allele-sharing based multipoint linkage test that utilizes nonparametrically the additional endophenotypes/intermediate phenotypes. It is shown that the gain in power is influenced by the correlation between the endophenotype and the phenotype of main interest. Dr. Hsiung's research team also collaborates with investigators on microarray study design, gene expression data analysis and array-CGH data analysis. Their newly developed data analysis method to detect DNA copy number aberations for array-CGH data is based on Bayes regression approach, which has been verified by real time PCR experiments indicating that our method outperforms other previously published methods.
HONORS & AWARDS- Fellow, Institute of Mathematical Statistics, elected 1994
- Outstanding Research Award, National Science Council, 1991-1993
- SunYat-Sen Award for Outstanding Research, 1988
- Elected Member, International Statistical Institutes, 1985
- Hsiao CF, Chiu YF, Chiang FT, Ho LT, Lee WJ, Hung YJ, Chen YD, Donlon TA, Jorgenson E, Curb D, Risch N, Hsiung CA*, "Genome-wide linkage analysis of lipids in non-diabetic Chinese and Japanese from the SAPPHIRe family study," American Journal of Hypertension, 2006
- Wang WC, Chang IS, Chang CH, Curb D, Ho LT, Hsiung CA*. "Incorporating endophenotypes into allele-sharing based linkage tests," Genetic Epidemiology. 30(2):133-42, 2006
- Wen CC, Wu YJ, Huang YH, Chen WC, Liu SC, Jiang SS, Juang JL, Hsiung CA and Chang IS. "A Bayes regression approach to array-CGH data," Statistical Applications in Genetics and Molecular Biology. 5(1):Article3. Epub 2006 Feb 16
- Chiu, Y.F., Chuang, L.M., Hsiao,C.F., Hung,Y.J., Lin, M.W., Chen, Y.T., Grove J., Jorgenson, E., Quertermous, T., Risch, N., and Hsiung, C.A.*. "An autosomal genome-wide scan for loci linked to pre-diabetic phenotypes in nondiabetic Chinese subjects from the Stanford Asia-Pacific Program of Hypertension and Insulin Resistance family study." Diabetes, 54:1200-1206, 2005
- Chang, I.S., Hsiung, C.A*., Wang, M.C. and Wen, C.C. "An asymptotic theory for the non-parametric maximum likelihood estimator in the Cox-gene model." Bernonlli 11(5):863-892, 2005
- Oliver, M., Hsiung, C.A., Chuang ,L.M. et al. "Single nucleotide polymorphisms in protein tyrosine phosphatase 1 β (PTPN1) are associated with essential hypertension and obesity." Human Molecular Genetics 13 (17):1885-1892, 2004.
- Chang, I.S., Chen, M.Y., Hsiao, C.F. and Hsiung, C.A.* "A unified multipoint linkage analysis of qualitative and quantitative traits for sib-pairs." Statistica Sinica, special issue on Bioinformatics. 12(1):297-309, 2002.
(* = Corresponding Author)