List of works - Xiang Zhou

Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis

scientific article published on 10 December 2019

Accurate genetic and environmental covariance estimation with composite likelihood in genome-wide association studies

scientific article published on 04 January 2021

Chromosome 1q21.2 and additional loci influence risk of spontaneous coronary artery dissection and myocardial infarction

scientific article published on 04 September 2020

Epigenome-wide association study identifies DNA methylation sites associated with target organ damage in older African Americans

scientific article published on 26 October 2020

Genetic prediction of complex traits with polygenic scores: a statistical review

scientific article published in 2021

IMAGE: high-powered detection of genetic effects on DNA methylation using integrated methylation QTL mapping and allele-specific analysis

scientific article published on 24 October 2019

Identifying and exploiting trait-relevant tissues with multiple functional annotations in genome-wide association studies

scientific article published on 29 January 2018

Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies

scientific article published on 27 March 2020

Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data

scientific article published in 2022

Longitudinal analysis of epigenome-wide DNA methylation reveals novel smoking-related loci in African Americans

scientific article published on 01 February 2019

METRO: Multi-ancestry transcriptome-wide association studies for powerful gene-trait association detection

scientific article published in 2022

Multi-scale inference of genetic trait architecture using biologically annotated neural networks

scientific article published in 2021

Network regression analysis for binary and ordinal categorical phenotypes in transcriptome-wide association studies

scientific article published in 2022

Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies

scientific article published on 27 January 2020

Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies

scientific article published on 31 July 2020

Transcriptome-Wide Association Study of Blood Cell Traits in African Ancestry and Hispanic/Latino Populations

scientific article published in 2021

List of works by Xiang Zhou

Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis

Accurate genetic and environmental covariance estimation with composite likelihood in genome-wide association studies

Chromosome 1q21.2 and additional loci influence risk of spontaneous coronary artery dissection and myocardial infarction

Epigenome-wide association study identifies DNA methylation sites associated with target organ damage in older African Americans

Genetic prediction of complex traits with polygenic scores: a statistical review

IMAGE: high-powered detection of genetic effects on DNA methylation using integrated methylation QTL mapping and allele-specific analysis

Identifying and exploiting trait-relevant tissues with multiple functional annotations in genome-wide association studies

Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies

Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data

Longitudinal analysis of epigenome-wide DNA methylation reveals novel smoking-related loci in African Americans

METRO: Multi-ancestry transcriptome-wide association studies for powerful gene-trait association detection

Multi-scale inference of genetic trait architecture using biologically annotated neural networks

Network regression analysis for binary and ordinal categorical phenotypes in transcriptome-wide association studies

Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies

Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies

Transcriptome-Wide Association Study of Blood Cell Traits in African Ancestry and Hispanic/Latino Populations