Projects per year
Personal profile
Research interests
Dr. Dajiang Liu's lab is a small research group at Penn State College of Medicine that works on statistical genetics, complex trait genetics and functional genomics. The lab actively develops novel methods and applies them to interesting datasets. It also generates datasets using high-throughput genotyping and sequencing.
The lab's statistical genetics research focuses on method development for analyzing large scale sequence-based association studies. The Liu lab developed the widely-used software package RAREMETAL and RVTESTS for association analysis and meta-analysis and is actively conducting research in this area to develop more efficient and powerful methods for studying the genetic basis for complex traits.
Dr. Liu's lab develops computational methods to interpret the GWAS findings using integrative approaches and is also developing methods to study the functional genomics for X chromosome inactivation.
The lab studies a few complex traits in great detail, including lipids and cardiovascular disease, smoking drinking addiction as well as lupus. Many of the applied projects offered interesting problems and motivated the lab's methodology research.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Multi-omic Characterization of COPD in Females
Liu, D. (PI), Manichaikul, A. W. (CoPI) & Shim, Y. Y. M. (CoPI)
National Heart, Lung, and Blood Institute
8/1/24 → 7/31/25
Project: Research project
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Methods and tools to integrate multi-omics datasets to understand preclinical autoimmune and immune-mediated diseases
Liu, D. (PI)
National Institute of Allergy and Infectious Diseases
7/5/24 → 5/31/25
Project: Research project
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Integrative approaches to understand systemic lupus erythematosus etiology in trans-ancestry genetic studies
Liu, D. (PI) & Carrel, L. (CoPI)
National Institute of Allergy and Infectious Diseases
9/20/22 → 7/31/25
Project: Research project
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Integrative genomic and geospatial analysis of insurance claim, biobank and GWAS summary statistics for complex traits
Liu, D. (PI)
National Institute of Environmental Health Sciences
6/20/23 → 3/31/24
Project: Research project
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Integrative genomic and geospatial analysis of insurance claim, biobank and GWAS summary statistics for complex traits
Liu, D. (PI)
National Human Genome Research Institute
9/21/22 → 8/31/23
Project: Research project
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Correction to: Multivariate analysis of 1.5 million people identifies genetic associations with traits related to self-regulation and addiction (Nature Neuroscience, (2021), 24, 10, (1367-1376), 10.1038/s41593-021-00908-3)
COGA Collaborators, 2024, (Accepted/In press) In: Nature Neuroscience.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Dissecting heritability, environmental risk, and air pollution causal effects using > 50 million individuals in MarketScan
McGuire, D., Markus, H., Yang, L., Xu, J., Montgomery, A., Berg, A., Li, Q., Carrel, L., Liu, D. J. & Jiang, B., Dec 2024, In: Nature communications. 15, 1, 5357.Research output: Contribution to journal › Article › peer-review
Open Access -
Genetic imputation of kidney transcriptome, proteome and multi-omics illuminates new blood pressure and hypertension targets
Xu, X., Khunsriraksakul, C., Eales, J. M., Rubin, S., Scannali, D., Saluja, S., Talavera, D., Markus, H., Wang, L., Drzal, M., Maan, A., Lay, A. C., Prestes, P. R., Regan, J., Diwadkar, A. R., Denniff, M., Rempega, G., Ryszawy, J., Król, R. & Dormer, J. P. & 18 others, , Dec 2024, In: Nature communications. 15, 1, 2359.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Genomic insights for personalised care in lung cancer and smoking cessation: motivating at-risk individuals toward evidence-based health practices
Chen, T., Pham, G., Fox, L., Adler, N., Wang, X., Zhang, J., Byun, J., Han, Y., Saunders, G. R. B., Liu, D., Bray, M. J., Ramsey, A. T., McKay, J., Bierut, L. J., Amos, C. I., Hung, R. J., Lin, X., Zhang, H. & Chen, L. S., Dec 2024, In: EBioMedicine. 110, 105441.Research output: Contribution to journal › Article › peer-review
Open Access -
Integrating single cell expression quantitative trait loci summary statistics to understand complex trait risk genes
Wang, L., Khunsriraksakul, C., Markus, H., Chen, D., Zhang, F., Chen, F., Zhan, X., Carrel, L., Liu, D. J. & Jiang, B., Dec 2024, In: Nature communications. 15, 1, 4260.Research output: Contribution to journal › Article › peer-review
Open Access