Shang Laboratory
Lulu Shang, Ph.D.
Principal Investigator
- Departments, Labs and Institutes
- Labs
- Shang Laboratory
Areas of Research
- Artificial Intelligence
- Cancer Genomics
- Computational Biology
- Bioinformatics
- Gene Expression
- Genetics
- Genomics
- Epigenetics
- Imaging
- Single-Cell Genomics
- Proteomics
- Tumor Heterogeneity
- Tumor Microenvironment
Welcome to the Shang Lab. We develop effective and efficient statistical and artificial intelligence (AI) tools in single cell and spatial transcriptomics to address critical problems in cancer biology. Our lab connects complex biological questions with rigorous quantitative analysis, facilitating a comprehensive understanding of cancer genomics data and its implications. Our goal is to elucidate the functional organization of the tissue microenvironment. We aim to understand cellular heterogeneity in tissue, uncover mechanisms of disease etiology, leverage multi-omics data integration for translational research and bridge the gap between molecular insights and clinical applications.
Research Keywords
- Statistical Methods:
High-dimensional data analysis, mixed effects models, longitudinal data analysis, spatial statistics, non-parametric models, dimension reduction, data integration, statistical computing, network analysis and machine learning/deep learning - Applications:
High dimensional genetic and genomic data including spatial transcriptomics, single cell RNA-seq, spatial and single cell multi-omics, genome-wide association studies, genome-wide quantitative loci mapping, methylation studies and gene regulatory networks
Contact Us
We are located in Mid Campus Building 1 (1MC) in the department of Biostatistics.
Principal Investigator
Email: LShang@MDAnderson.org
Mailing Address
Â鶹ӳ» MD Anderson Cancer Center
Department of Biostatistics
Mid Campus Building 1 (1MC Building 12.3445)
7007 Bertner Avenue, Unit 1689
Houston, TX 77030, USA