De novo analysis of bulk RNA-seq data at spatially resolved single-cell resolution
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-022-34271-z
Download full text from publisher
References listed on IDEAS
- Blue B. Lake & Song Chen & Masato Hoshi & Nongluk Plongthongkum & Diane Salamon & Amanda Knoten & Anitha Vijayan & Ramakrishna Venkatesh & Eric H. Kim & Derek Gao & Joseph Gaut & Kun Zhang & Sanjay Ja, 2019. "A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys," Nature Communications, Nature, vol. 10(1), pages 1-15, December.
- Susanne Nichterwitz & Geng Chen & Julio Aguila Benitez & Marlene Yilmaz & Helena Storvall & Ming Cao & Rickard Sandberg & Qiaolin Deng & Eva Hedlund, 2016. "Laser capture microscopy coupled with Smart-seq2 for precise spatial transcriptomic profiling," Nature Communications, Nature, vol. 7(1), pages 1-11, November.
- Emelie Berglund & Jonas Maaskola & Niklas Schultz & Stefanie Friedrich & Maja Marklund & Joseph Bergenstråhle & Firas Tarish & Anna Tanoglidi & Sanja Vickovic & Ludvig Larsson & Fredrik Salmén & Chri, 2018. "Spatial maps of prostate cancer transcriptomes reveal an unexplored landscape of heterogeneity," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
- Xin Shao & Chengyu Li & Haihong Yang & Xiaoyan Lu & Jie Liao & Jingyang Qian & Kai Wang & Junyun Cheng & Penghui Yang & Huajun Chen & Xiao Xu & Xiaohui Fan, 2022. "Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data with SpaTalk," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
- Xuran Wang & Jihwan Park & Katalin Susztak & Nancy R. Zhang & Mingyao Li, 2019. "Bulk tissue cell type deconvolution with multi-subject single-cell expression reference," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
- Sarah Djebali & Carrie A. Davis & Angelika Merkel & Alex Dobin & Timo Lassmann & Ali Mortazavi & Andrea Tanzer & Julien Lagarde & Wei Lin & Felix Schlesinger & Chenghai Xue & Georgi K. Marinov & Jaina, 2012. "Landscape of transcription in human cells," Nature, Nature, vol. 489(7414), pages 101-108, September.
- Nadim Aizarani & Antonio Saviano & Sagar & Laurent Mailly & Sarah Durand & Josip S. Herman & Patrick Pessaux & Thomas F. Baumert & Dominic Grün, 2019. "A human liver cell atlas reveals heterogeneity and epithelial progenitors," Nature, Nature, vol. 572(7768), pages 199-204, August.
- Chee-Huat Linus Eng & Michael Lawson & Qian Zhu & Ruben Dries & Noushin Koulena & Yodai Takei & Jina Yun & Christopher Cronin & Christoph Karp & Guo-Cheng Yuan & Long Cai, 2019. "Transcriptome-scale super-resolved imaging in tissues by RNA seqFISH+," Nature, Nature, vol. 568(7751), pages 235-239, April.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Jingyang Qian & Hudong Bao & Xin Shao & Yin Fang & Jie Liao & Zhuo Chen & Chengyu Li & Wenbo Guo & Yining Hu & Anyao Li & Yue Yao & Xiaohui Fan & Yiyu Cheng, 2024. "Simulating multiple variability in spatially resolved transcriptomics with scCube," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
- Jingyang Qian & Jie Liao & Ziqi Liu & Ying Chi & Yin Fang & Yanrong Zheng & Xin Shao & Bingqi Liu & Yongjin Cui & Wenbo Guo & Yining Hu & Hudong Bao & Penghui Yang & Qian Chen & Mingxiao Li & Bing Zha, 2023. "Reconstruction of the cell pseudo-space from single-cell RNA sequencing data with scSpace," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
- Zehua Zeng & Yuqing Ma & Lei Hu & Bowen Tan & Peng Liu & Yixuan Wang & Cencan Xing & Yuanyan Xiong & Hongwu Du, 2024. "OmicVerse: a framework for bridging and deepening insights across bulk and single-cell sequencing," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
- Eloise Berson & Anjali Sreenivas & Thanaphong Phongpreecha & Amalia Perna & Fiorella C. Grandi & Lei Xue & Neal G. Ravindra & Neelufar Payrovnaziri & Samson Mataraso & Yeasul Kim & Camilo Espinosa & A, 2023. "Whole genome deconvolution unveils Alzheimer’s resilient epigenetic signature," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- S. Vickovic & B. Lötstedt & J. Klughammer & S. Mages & Å Segerstolpe & O. Rozenblatt-Rosen & A. Regev, 2022. "SM-Omics is an automated platform for high-throughput spatial multi-omics," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
- Haoyang Li & Juexiao Zhou & Zhongxiao Li & Siyuan Chen & Xingyu Liao & Bin Zhang & Ruochi Zhang & Yu Wang & Shiwei Sun & Xin Gao, 2023. "A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
- Beibei Ru & Jinlin Huang & Yu Zhang & Kenneth Aldape & Peng Jiang, 2023. "Estimation of cell lineages in tumors from spatial transcriptomics data," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
- Jingyang Qian & Jie Liao & Ziqi Liu & Ying Chi & Yin Fang & Yanrong Zheng & Xin Shao & Bingqi Liu & Yongjin Cui & Wenbo Guo & Yining Hu & Hudong Bao & Penghui Yang & Qian Chen & Mingxiao Li & Bing Zha, 2023. "Reconstruction of the cell pseudo-space from single-cell RNA sequencing data with scSpace," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
- Bohan Li & Feng Bao & Yimin Hou & Fengji Li & Hongjue Li & Yue Deng & Qionghai Dai, 2024. "Tissue characterization at an enhanced resolution across spatial omics platforms with deep generative model," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Jingyang Qian & Hudong Bao & Xin Shao & Yin Fang & Jie Liao & Zhuo Chen & Chengyu Li & Wenbo Guo & Yining Hu & Anyao Li & Yue Yao & Xiaohui Fan & Yiyu Cheng, 2024. "Simulating multiple variability in spatially resolved transcriptomics with scCube," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
- Kian Kalhor & Chien-Ju Chen & Ho Suk Lee & Matthew Cai & Mahsa Nafisi & Richard Que & Carter R. Palmer & Yixu Yuan & Yida Zhang & Xuwen Li & Jinghui Song & Amanda Knoten & Blue B. Lake & Joseph P. Gau, 2024. "Mapping human tissues with highly multiplexed RNA in situ hybridization," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Gavin J. Sutton & Daniel Poppe & Rebecca K. Simmons & Kieran Walsh & Urwah Nawaz & Ryan Lister & Johann A. Gagnon-Bartsch & Irina Voineagu, 2022. "Comprehensive evaluation of deconvolution methods for human brain gene expression," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
- Kosuke Tomimatsu & Takeru Fujii & Ryoma Bise & Kazufumi Hosoda & Yosuke Taniguchi & Hiroshi Ochiai & Hiroaki Ohishi & Kanta Ando & Ryoma Minami & Kaori Tanaka & Taro Tachibana & Seiichi Mori & Akihito, 2024. "Precise immunofluorescence canceling for highly multiplexed imaging to capture specific cell states," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Kobe Ridder & Huiwen Che & Kaat Leroy & Bernard Thienpont, 2024. "Benchmarking of methods for DNA methylome deconvolution," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Xinrui Zhou & Wan Yi Seow & Norbert Ha & Teh How Cheng & Lingfan Jiang & Jeeranan Boonruangkan & Jolene Jie Lin Goh & Shyam Prabhakar & Nigel Chou & Kok Hao Chen, 2024. "Highly sensitive spatial transcriptomics using FISHnCHIPs of multiple co-expressed genes," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- Jakob Hartmann & Thomas Bajaj & Joy Otten & Claudia Klengel & Tim Ebert & Anne-Kathrin Gellner & Ellen Junglas & Kathrin Hafner & Elmira A. Anderzhanova & Fiona Tang & Galen Missig & Lindsay Rexrode &, 2024. "SKA2 regulated hyperactive secretory autophagy drives neuroinflammation-induced neurodegeneration," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
- Qingnan Liang & Yuefan Huang & Shan He & Ken Chen, 2023. "Pathway centric analysis for single-cell RNA-seq and spatial transcriptomics data with GSDensity," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
- Yuchen Liang & Guowei Shi & Runlin Cai & Yuchen Yuan & Ziying Xie & Long Yu & Yingjian Huang & Qian Shi & Lizhe Wang & Jun Li & Zhonghui Tang, 2024. "PROST: quantitative identification of spatially variable genes and domain detection in spatial transcriptomics," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Bárbara Andrade Barbosa & Saskia D. Asten & Ji Won Oh & Arantza Farina-Sarasqueta & Joanne Verheij & Frederike Dijk & Hanneke W. M. Laarhoven & Bauke Ylstra & Juan J. Garcia Vallejo & Mark A. Wiel & Y, 2021. "Bayesian log-normal deconvolution for enhanced in silico microdissection of bulk gene expression data," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
- Keyong Sun & Runda Xu & Fuhai Ma & Naixue Yang & Yang Li & Xiaofeng Sun & Peng Jin & Wenzhe Kang & Lemei Jia & Jianping Xiong & Haitao Hu & Yantao Tian & Xun Lan, 2022. "scRNA-seq of gastric tumor shows complex intercellular interaction with an alternative T cell exhaustion trajectory," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
- Franziska Hildebrandt & Alma Andersson & Sami Saarenpää & Ludvig Larsson & Noémi Van Hul & Sachie Kanatani & Jan Masek & Ewa Ellis & Antonio Barragan & Annelie Mollbrink & Emma R. Andersson & Joakim L, 2021. "Spatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
- Letizia Pitto & Francesca Gorini & Fabrizio Bianchi & Elena Guzzolino, 2020. "New Insights into Mechanisms of Endocrine-Disrupting Chemicals in Thyroid Diseases: The Epigenetic Way," IJERPH, MDPI, vol. 17(21), pages 1-18, October.
- Edie-Rosmin Wu & Ming-Ju Hsieh & Whei-Ling Chiang & Kuan-Chun Hsueh & Shun-Fa Yang & Shih-Chi Su, 2019. "Association of lncRNA CCAT2 and CASC8 Gene Polymorphisms with Hepatocellular Carcinoma," IJERPH, MDPI, vol. 16(16), pages 1-11, August.
- Zixiang Zhou & Yunshan Zhong & Zemin Zhang & Xianwen Ren, 2023. "Spatial transcriptomics deconvolution at single-cell resolution using Redeconve," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34271-z. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.