Guanghua Xiao, PhD

Assistant Professor
Department of Clinical Sciences
Graduate Program: Molecular Biophysics

Contact Information

UT Southwestern Medical Center
5323 Harry Hines Boulevard
Dallas, Texas 75390

guanghua.xiao@utsouthwestern.edu

Education

Graduate SchoolUniversity of Minnesota Central Office (2006)

Research Interests

Bioinformatics
Clinical Trails
Statistical methods for genomics and proteomics
Statistical methods in Spatial and Image analysis

Publications

Featured
Imipramine Treatment and Resiliency Exhibit Similar Chromatin Regulation in the Mouse Nucleus Accumbens in Depression Models

16. Wilkinson M, Xiao G, Kumar A, Laplant Q, Renthal W, Sikder D, Kodadek T, and Nestler E , Journal of Neuroscience , 2009; (29(24)):7820-7832

Featured
Improved detection of differentially expressed genes through incorporation of gene locations

Xiao G, Cavan R. Khodursky A , Biometrics , 2009; (65(3)):805-14

Featured
Genome-wide analysis of chromatin regulation by cocaine reveals a role for sirtuins

Renthal W, Kumar A, Xiao G, Sikder D, Covington H, Wilkinson M, Chakravarty S, LaPlant Q, Green T, Truong HT, Kalahasti G, Mukherjee S, Choi KH, McClung C, Xie Y, Kodadek TJ, Nestler EJ , Neuron , 2009; (62):335-348

Featured
Consensus clustering of gene expression data and its application to gene function prediction

Xiao G, Pan W , Journal of Computational and Graphical Statistics , 2007; (16(3)):1?19

A Improved detection of differentially expressed genes via incorporation of gene location

Xiao G, Cavan R. Khodursky A , Biometrics , 2008; (Accpeted)

Consensus clustering of gene expression data and its application to gene function prediction

Xiao G and Pan W , Journal of Computational and Graphical Statistics , 2007; (16(3)):1-19

Operon information improves gene expression estimation for cDNA microarrays.

Xiao G, Martinez-Vaz B, Pan W and Khodursky A , BMC Genomics , 2006; (7):87

Input Dependent Weights for Model Combination and Model Selection with Multiple Sources of Data

Pan W, Xiao G and Huang X , Statistica Sinica , 2006; (16):523-540

Gene Function Prediction by a Combined Analysis of Gene Expression Data and Protein-Protein Interaction Data

Xiao G and Pan W , Journal of Bioinformatics and Computational Biology , 2005; (3):1371-1389

Honors/Awards

Delta Omega National Society

Pi Chapter (2006)

Merck Doctoral Fellowship

Division of Biostatistics, University of Minnesota (2005)

New Student Scholarship

Division of Biostatistics, University of Minnesota (2004)

Graduate with honor

Tsinghua Unversity (1997)

Honor Student

Tsinghua Unversity, 1993-1997 (1997)

Professional Associations/Affiliations

American Statistical Association

International Biometric Society (ENAR)