Xiang Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 53

Top Venues

Nature communications

Nature genetics

Genome biology

Nature methods

University of Michigan

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Michigan Jul 01 2014

United States

Assistant Professor :: Biostatistics

Publications

Boran Gao, Xiang Zhou
MESuSiE enables scalable and powerful multi-ancestry fine-mapping of causal variants in genome-wide association studies. Nature genetics 56 (1) (2024)
Boran Gao, Xiang Zhou
MESuSiE enables scalable and powerful multi-ancestry fine-mapping of causal variants in genome-wide association studies. Nature genetics 56 (1) (2024)
Ying Ma, Xiang Zhou
Accurate and efficient integrative reference-informed spatial domain detection for spatial transcriptomics. Nature methods (2024)
Sheng Yang, Xiang Zhou
SRT-Server: powering the analysis of spatial transcriptomic data. Genome medicine 16 (1) (2024)
Boran Gao, Xiang Zhou
MESuSiE enables scalable and powerful multi-ancestry fine-mapping of causal variants in genome-wide association studies. Nature genetics (2024)
Ying Ma, Xiang Zhou
Accurate and efficient integrative reference-informed spatial domain detection for spatial transcriptomics. Nature methods (2024)
Boran Gao, Xiang Zhou
MESuSiE enables scalable and powerful multi-ancestry fine-mapping of causal variants in genome-wide association studies. Nature genetics 56 (1) (2024)
Lu Liu, Ran Yan, Ping Guo, Jiadong Ji, Weiming Gong, Xiaokang Ji, Zhongshang Yuan, Xiang Zhou
Conditional transcriptome-wide association study for fine-mapping candidate causal genes. Nature genetics 56 (2) (2024)
Boran Gao, Xiang Zhou
MESuSiE enables scalable and powerful multi-ancestry fine-mapping of causal variants in genome-wide association studies. Nature genetics 56 (1) (2024)
Lu Liu, Ran Yan, Ping Guo, Jiadong Ji, Weiming Gong, Xiaokang Ji, Zhongshang Yuan, Xiang Zhou
Conditional transcriptome-wide association study for fine-mapping candidate causal genes. Nature genetics (2024)
Lu Liu, Ran Yan, Ping Guo, Jiadong Ji, Weiming Gong, Xiaokang Ji, Zhongshang Yuan, Xiang Zhou
Conditional transcriptome-wide association study for fine-mapping candidate causal genes. Nature genetics 56 (2) (2024)
Ying Ma, Xiang Zhou
Accurate and efficient integrative reference-informed spatial domain detection for spatial transcriptomics. Nature methods 21 (7) (2024)
Sheng Yang, Xiang Zhou
SRT-Server: powering the analysis of spatial transcriptomic data. Genome medicine 16 (1) (2024)
Sheng Yang, Xiang Zhou
SRT-Server: powering the analysis of spatial transcriptomic data. Genome medicine 16 (1) (2024)
Lu Liu, Ran Yan, Ping Guo, Jiadong Ji, Weiming Gong, Xiaokang Ji, Zhongshang Yuan, Xiang Zhou
Conditional transcriptome-wide association study for fine-mapping candidate causal genes. Nature genetics 56 (2) (2024)
Ying Ma, Xiang Zhou
Accurate and efficient integrative reference-informed spatial domain detection for spatial transcriptomics. Nature methods 21 (7) (2024)
David Adlam, Takiy-Eddine Berrandou, Adrien Georges, Christopher P Nelson, Eleni Giannoulatou, Joséphine Henry, Lijiang Ma, Montgomery Blencowe, Tamiel N Turley, Min-Lee Yang, Sandesh Chopade, Christopher Finan, Peter S Braund, Ines Sadeg-Sayoud, Siiri E Iismaa, Matthew L Kosel, Xiang Zhou, Stephen E Hamby, Jenny Cheng, Lu Liu, Ingrid Tarr, David W M Muller, Valentina d'Escamard, Annette King, Liam R Brunham, Ania A Baranowska-Clarke, Stephanie Debette, Phillippe Amouyel, Jeffrey W Olin, Snehal Patil, Stephanie E Hesselson, Keerat Junday, Stavroula Kanoni, Krishna G Aragam, Adam S Butterworth, null null, null null, null null, Marysia S Tweet, Rajiv Gulati, Nicolas Combaret, null null, Daniella Kadian-Dodov, Jonathan M Kalman, Diane Fatkin, Aroon D Hingorani, Jacqueline Saw, Thomas R Webb, Sharonne N Hayes, Xia Yang, Santhi K Ganesh, Timothy M Olson, Jason C Kovacic, Robert M Graham, Nilesh J Samani, Nabila Bouatia-Naji
Genome-wide association meta-analysis of spontaneous coronary artery dissection identifies risk variants and genes related to artery integrity and tissue-mediated coagulation. Nature genetics (2023)
Jiaqiang Zhu, Lulu Shang, Xiang Zhou
SRTsim: spatial pattern preserving simulations for spatially resolved transcriptomics. Genome biology 24 (1) (2023)
Lulu Shang, Wei Zhao, Yi Zhe Wang, Zheng Li, Jerome J Choi, Minjung Kho, Thomas H Mosley, Sharon L R Kardia, Jennifer A Smith, Xiang Zhou
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans. Nature communications 14 (1) (2023)
Lulu Shang, Wei Zhao, Yi Zhe Wang, Zheng Li, Jerome J Choi, Minjung Kho, Thomas H Mosley, Sharon L R Kardia, Jennifer A Smith, Xiang Zhou
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans. Nature communications 14 (1) (2023)
Jiaqiang Zhu, Lulu Shang, Xiang Zhou
SRTsim: spatial pattern preserving simulations for spatially resolved transcriptomics. Genome biology 24 (1) (2023)
Jiaqiang Zhu, Lulu Shang, Xiang Zhou
SRTsim: spatial pattern preserving simulations for spatially resolved transcriptomics. Genome biology 24 (1) (2023)
Jiaqiang Zhu, Lulu Shang, Xiang Zhou
SRTsim: spatial pattern preserving simulations for spatially resolved transcriptomics. Genome biology 24 (1) (2023)
Lulu Shang, Wei Zhao, Yi Zhe Wang, Zheng Li, Jerome J Choi, Minjung Kho, Thomas H Mosley, Sharon L R Kardia, Jennifer A Smith, Xiang Zhou
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans. Nature communications 14 (1) (2023)
Lulu Shang, Wei Zhao, Yi Zhe Wang, Zheng Li, Jerome J Choi, Minjung Kho, Thomas H Mosley, Sharon L R Kardia, Jennifer A Smith, Xiang Zhou
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans. Nature communications 14 (1) (2023)
Lulu Shang, Wei Zhao, Yi Zhe Wang, Zheng Li, Jerome J Choi, Minjung Kho, Thomas H Mosley, Sharon L R Kardia, Jennifer A Smith, Xiang Zhou
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans. Nature communications 14 (1) (2023)
Ying Ma, Xiang Zhou
Spatially informed cell-type deconvolution for spatial transcriptomics. Nature biotechnology 40 (9) (2022)
Liye Zhang, Tao Ju, Xiuyuan Jin, Jiadong Ji, Jiayi Han, Xiang Zhou, Zhongshang Yuan
Network regression analysis for binary and ordinal categorical phenotypes in transcriptome-wide association studies. Genetics 222 (4) (2022)
Alexander E Katz, Min-Lee Yang, Michael G Levin, Catherine Tcheandjieu, Michael R Mathis, Kristina L Hunker, Susan Blackburn, Jonathan L Eliason, Dawn M Coleman, Natalia Fendrikova-Mahlay, Heather L Gornik, Monita Karmakar, Hannah Hill, Chang Xu, Matthew Zawistowski, Chad M Brummett, Sebastian Zöllner, Xiang Zhou, Christopher J O'Donnell, Julie A Douglas, Themistocles L Assimes, Phillip S Tsao, Jun Z Li, Scott M Damrauer, James C Stanley, Santhi K Ganesh, null null
Fibromuscular Dysplasia and Abdominal Aortic Aneurysms Are Dimorphic Sex-Specific Diseases With Shared Complex Genetic Architecture. Circulation. Genomic and precision medicine (2022)
Sheng Yang, Xiang Zhou
PGS-server: accuracy, robustness and transferability of polygenic score methods for biobank scale studies. Briefings in bioinformatics 23 (2) (2022)
Zheng Li, Xiang Zhou
BASS: multi-scale and multi-sample analysis enables accurate cell type clustering and spatial domain detection in spatial transcriptomic studies. Genome biology 23 (1) (2022)
Matthew T Patrick, Qinmengge Li, Rachael Wasikowski, Nehal Mehta, Johann E Gudjonsson, James T Elder, Xiang Zhou, Lam C Tsoi
Shared genetic risk factors and causal association between psoriasis and coronary artery disease. Nature communications 13 (1) (2022)
Zhongshang Yuan, Lu Liu, Ping Guo, Ran Yan, Fuzhong Xue, Xiang Zhou
Likelihood-based Mendelian randomization analysis with automated instrument selection and horizontal pleiotropic modeling. Science advances 8 (9) (2022)
Yan Li, Xiang Zhou, Hongyuan Cao
Statistical analysis of spatially resolved transcriptomic data by incorporating multiomics auxiliary information. Genetics 221 (4) (2022)
Wei Liu, Xu Liao, Yi Yang, Huazhen Lin, Joe Yeong, Xiang Zhou, Xingjie Shi, Jin Liu
Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data. Nucleic acids research 50 (12) (2022)
Lulu Shang, Xiang Zhou
Spatially aware dimension reduction for spatial transcriptomics. Nature communications 13 (1) (2022)
Adrien Georges, Min-Lee Yang, Takiy-Eddine Berrandou, Mark K Bakker, Ozan Dikilitas, Soto Romuald Kiando, Lijiang Ma, Benjamin A Satterfield, Sebanti Sengupta, Mengyao Yu, Jean François Deleuze, Delia Dupré, Kristina L Hunker, Sergiy Kyryachenko, Lu Liu, Ines Sayoud-Sadeg, Laurence Amar, Chad M Brummett, Dawn M Coleman, Valentina d'Escamard, Peter W de Leeuw, Natalia Fendrikova-Mahlay, Daniella Kadian-Dodov, Jun Z Li, Aurélien Lorthioir, Marco Pappaccogli, Aleksander Prejbisz, Witold Smigielski, James C Stanley, Matthew Zawistowski, Xiang Zhou, Sebastian Zöllner, null null, null null, null null, Phillippe Amouyel, Marc L De Buyzere, Stephanie Debette, Piotr Dobrowolski, Wojciech Drygas, Heather L Gornik, Jeffrey W Olin, Jerzy Piwonski, Ernst R Rietzschel, Ynte M Ruigrok, Miikka Vikkula, Ewa Warchol Celinska, Andrzej Januszewicz, Iftikhar J Kullo, Michel Azizi, null null, Xavier Jeunemaitre, Alexandre Persu, Jason C Kovacic, Santhi K Ganesh, Nabila Bouatia-Naji
Author Correction: Genetic investigation of fibromuscular dysplasia identifies risk loci and shared genetics with common cardiovascular diseases. Nature communications 13 (1) (2022)
Pinar Demetci, Wei Cheng, Gregory Darnell, Xiang Zhou, Sohini Ramachandran, Lorin Crawford
Multi-scale inference of genetic trait architecture using biologically annotated neural networks. PLoS genetics 17 (8) (2021)
Lars G Fritsche, Ying Ma, Daiwei Zhang, Maxwell Salvatore, Seunggeun Lee, Xiang Zhou, Bhramar Mukherjee
On cross-ancestry cancer polygenic risk scores. PLoS genetics 17 (9) (2021)
Boran Gao, Can Yang, Jin Liu, Xiang Zhou
Accurate genetic and environmental covariance estimation with composite likelihood in genome-wide association studies. PLoS genetics 17 (1) (2021)
Jia Wen, Munan Xie, Bryce Rowland, Jonathan D Rosen, Quan Sun, Jiawen Chen, Amanda L Tapia, Huijun Qian, Madeline H Kowalski, Yue Shan, Kristin L Young, Marielisa Graff, Maria Argos, Christy L Avery, Stephanie A Bien, Steven Buyske, Jie Yin, Helene Choquet, Myriam Fornage, Chani J Hodonsky, Eric Jorgenson, Charles Kooperberg, Ruth J F Loos, Yongmei Liu, Jee-Young Moon, Kari E North, Stephen S Rich, Jerome I Rotter, Jennifer A Smith, Wei Zhao, Lulu Shang, Tao Wang, Xiang Zhou, Alexander P Reiner, Laura M Raffield, Yun Li
Transcriptome-Wide Association Study of Blood Cell Traits in African Ancestry and Hispanic/Latino Populations. Genes 12 (7) (2021)
Adrien Georges, Min-Lee Yang, Takiy-Eddine Berrandou, Mark K Bakker, Ozan Dikilitas, Soto Romuald Kiando, Lijiang Ma, Benjamin A Satterfield, Sebanti Sengupta, Mengyao Yu, Jean François Deleuze, Delia Dupré, Kristina L Hunker, Sergiy Kyryachenko, Lu Liu, Ines Sayoud-Sadeg, Laurence Amar, Chad M Brummett, Dawn M Coleman, Valentina d'Escamard, Peter W de Leeuw, Natalia Fendrikova-Mahlay, Daniella Kadian-Dodov, Jun Z Li, Aurélien Lorthioir, Marco Pappaccogli, Aleksander Prejbisz, Witold Smigielski, James C Stanley, Matthew Zawistowski, Xiang Zhou, Sebastian Zöllner, null null, null null, null null, Phillippe Amouyel, Marc L De Buyzere, Stephanie Debette, Piotr Dobrowolski, Wojciech Drygas, Heather L Gornik, Jeffrey W Olin, Jerzy Piwonski, Ernst R Rietzschel, Ynte M Ruigrok, Miikka Vikkula, Ewa Warchol Celinska, Andrzej Januszewicz, Iftikhar J Kullo, Michel Azizi, Xavier Jeunemaitre, Alexandre Persu, Jason C Kovacic, Santhi K Ganesh, Nabila Bouatia-Naji
Genetic investigation of fibromuscular dysplasia identifies risk loci and shared genetics with common cardiovascular diseases. Nature communications 12 (1) (2021)
Jiaqiang Zhu, Shiquan Sun, Xiang Zhou
SPARK-X: non-parametric modeling enables scalable and robust detection of spatial expression patterns for large spatial transcriptomic studies. Genome biology 22 (1) (2021)
Jialu Hu, Mengjie Chen, Xiang Zhou
Effective and scalable single-cell data alignment with non-linear canonical correlation analysis. Nucleic acids research (2021)
Jacqueline Saw, Min-Lee Yang, Mark Trinder, Catherine Tcheandjieu, Chang Xu, Andrew Starovoytov, Isabelle Birt, Michael R Mathis, Kristina L Hunker, Ellen M Schmidt, Linda Jackson, Natalia Fendrikova-Mahlay, Matthew Zawistowski, Chad M Brummett, Sebastian Zoellner, Alexander E Katz, Dawn M Coleman, Kirby Swan, Christopher J O'Donnell, null null, Xiang Zhou, Jun Z Li, Heather L Gornik, Themistocles L Assimes, James C Stanley, Liam R Brunham, Santhi K Ganesh
Chromosome 1q21.2 and additional loci influence risk of spontaneous coronary artery dissection and myocardial infarction. Nature communications 11 (1) (2020)
Shiquan Sun, Jiaqiang Zhu, Xiang Zhou
Statistical analysis of spatial expression patterns for spatially resolved transcriptomic studies. Nature methods 17 (2) (2020)
Zhongshang Yuan, Huanhuan Zhu, Ping Zeng, Sheng Yang, Shiquan Sun, Can Yang, Jin Liu, Xiang Zhou
Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies. Nature communications 11 (1) (2020)
Ying Ma, Shiquan Sun, Xuequn Shang, Evan T Keller, Mengjie Chen, Xiang Zhou
Integrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies. Nature communications 11 (1) (2020)
Farah Ammous, Wei Zhao, Scott M Ratliff, Minjung Kho, Lulu Shang, Alana C Jones, Ninad S Chaudhary, Hemant K Tiwari, Marguerite R Irvin, Donna K Arnett, Thomas H Mosley, Lawrence F Bielak, Sharon L R Kardia, Xiang Zhou, Jennifer A Smith
Epigenome-wide association study identifies DNA methylation sites associated with target organ damage in older African Americans. Epigenetics 16 (8) (2020)
Shiquan Sun, Jiaqiang Zhu, Ying Ma, Xiang Zhou
Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis. Genome biology 20 (1) (2019)
Yue Fan, Tauras P Vilgalys, Shiquan Sun, Qinke Peng, Jenny Tung, Xiang Zhou
IMAGE: high-powered detection of genetic effects on DNA methylation using integrated methylation QTL mapping and allele-specific analysis. Genome biology 20 (1) (2019)
Jiaxuan Liu, Wei Zhao, Farah Ammous, Stephen T Turner, Thomas H Mosley, Xiang Zhou, Jennifer A Smith
Longitudinal analysis of epigenome-wide DNA methylation reveals novel smoking-related loci in African Americans. Epigenetics 14 (2) (2019)
Xingjie Hao, Ping Zeng, Shujun Zhang, Xiang Zhou
Identifying and exploiting trait-relevant tissues with multiple functional annotations in genome-wide association studies. PLoS genetics 14 (1) (2018)

Xiang Zhou

Publication Activity (10 Years)

Top Topics

Top Venues