Tissue characterization at an enhanced resolution across spatial omics platforms with deep generative model
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-024-50837-5
Download full text from publisher
References listed on IDEAS
- Tongtong Zhao & Zachary D. Chiang & Julia W. Morriss & Lindsay M. LaFave & Evan M. Murray & Isabella Del Priore & Kevin Meli & Caleb A. Lareau & Naeem M. Nadaf & Jilong Li & Andrew S. Earl & Evan Z. M, 2022. "Spatial genomics enables multi-modal study of clonal heterogeneity in tissues," Nature, Nature, vol. 601(7891), pages 85-91, January.
- Xinyi Zhang & Xiao Wang & G. V. Shivashankar & Caroline Uhler, 2022. "Graph-based autoencoder integrates spatial transcriptomics with chromatin images and identifies joint biomarkers for Alzheimer’s disease," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
- Amanda Janesick & Robert Shelansky & Andrew D. Gottscho & Florian Wagner & Stephen R. Williams & Morgane Rouault & Ghezal Beliakoff & Carolyn A. Morrison & Michelli F. Oliveira & Jordan T. Sicherman &, 2023. "High resolution mapping of the tumor microenvironment using integrated single-cell, spatial and in situ analysis," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- 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.
- 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.
- Wenguang Shao & Tiannan Guo & Nora C. Toussaint & Peng Xue & Ulrich Wagner & Li Li & Konstantina Charmpi & Yi Zhu & Jianmin Wu & Marija Buljan & Rui Sun & Dorothea Rutishauser & Thomas Hermanns & Chri, 2019. "Comparative analysis of mRNA and protein degradation in prostate tissues indicates high stability of proteins," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
- Yodai Takei & Jina Yun & Shiwei Zheng & Noah Ollikainen & Nico Pierson & Jonathan White & Sheel Shah & Julian Thomassie & Shengbao Suo & Chee-Huat Linus Eng & Mitchell Guttman & Guo-Cheng Yuan & Long , 2021. "Integrated spatial genomics reveals global architecture of single nuclei," Nature, Nature, vol. 590(7845), pages 344-350, February.
- 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.
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.- 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.
- 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.
- Jie Liao & Jingyang Qian & Yin Fang & Zhuo Chen & Xiang Zhuang & Ningyu Zhang & Xin Shao & Yining Hu & Penghui Yang & Junyun Cheng & Yang Hu & Lingqi Yu & Haihong Yang & Jinlu Zhang & Xiaoyan Lu & Li , 2022. "De novo analysis of bulk RNA-seq data at spatially resolved single-cell resolution," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
- Yingfeng Tao & Xiaoliu Zhou & Leqiang Sun & Da Lin & Huaiyuan Cai & Xi Chen & Wei Zhou & Bing Yang & Zhe Hu & Jing Yu & Jing Zhang & Xiaoqing Yang & Fang Yang & Bang Shen & Wenbao Qi & Zhenfang Fu & J, 2023. "Highly efficient and robust π-FISH rainbow for multiplexed in situ detection of diverse biomolecules," Nature Communications, Nature, vol. 14(1), pages 1-15, 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.
- Xinyu Hu & Bob van Sluijs & Óscar García-Blay & Yury Stepanov & Koen Rietrae & Wilhelm T. S. Huck & Maike M. K. Hansen, 2024. "ARTseq-FISH reveals position-dependent differences in gene expression of micropatterned mESCs," Nature Communications, Nature, vol. 15(1), pages 1-17, 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.
- Michal Polonsky & Louisa M. S. Gerhardt & Jina Yun & Kari Koppitch & Katsuya Lex Colón & Henry Amrhein & Barbara Wold & Shiwei Zheng & Guo-Cheng Yuan & Matt Thomson & Long Cai & Andrew P. McMahon, 2024. "Spatial transcriptomics defines injury specific microenvironments and cellular interactions in kidney regeneration and disease," 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.
- Xinyi Zhang & Saradha Venkatachalapathy & Daniel Paysan & Paulina Schaerer & Claudio Tripodo & Caroline Uhler & G. V. Shivashankar, 2024. "Unsupervised representation learning of chromatin images identifies changes in cell state and tissue organization in DCIS," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Halima H. Schede & Pradeep Natarajan & Arup K. Chakraborty & Krishna Shrinivas, 2023. "A model for organization and regulation of nuclear condensates by gene activity," Nature Communications, Nature, vol. 14(1), pages 1-15, 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.
- Robin Aguilar & Conor K. Camplisson & Qiaoyi Lin & Karen H. Miga & William S. Noble & Brian J. Beliveau, 2024. "Tigerfish designs oligonucleotide-based in situ hybridization probes targeting intervals of highly repetitive DNA at the scale of genomes," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- 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.
- Jinhyun Kim & Sungsik Kim & Huiran Yeom & Seo Woo Song & Kyoungseob Shin & Sangwook Bae & Han Suk Ryu & Ji Young Kim & Ahyoun Choi & Sumin Lee & Taehoon Ryu & Yeongjae Choi & Hamin Kim & Okju Kim & Yu, 2023. "Barcoded multiple displacement amplification for high coverage sequencing in spatial genomics," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
- Johannes Wirth & Nina Huber & Kelvin Yin & Sophie Brood & Simon Chang & Celia P. Martinez-Jimenez & Matthias Meier, 2023. "Spatial transcriptomics using multiplexed deterministic barcoding in tissue," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- Arezou Rahimi & Luis A. Vale-Silva & Maria Fälth Savitski & Jovan Tanevski & Julio Saez-Rodriguez, 2024. "DOT: a flexible multi-objective optimization framework for transferring features across single-cell and spatial omics," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
- Zhaohui Cao & Wenlong Zuo & Lanxiang Wang & Junyu Chen & Zepeng Qu & Fan Jin & Lei Dai, 2023. "Spatial profiling of microbial communities by sequential FISH with error-robust encoding," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
- Ian Covert & Rohan Gala & Tim Wang & Karel Svoboda & Uygar Sümbül & Su-In Lee, 2023. "Predictive and robust gene selection for spatial transcriptomics," Nature Communications, Nature, vol. 14(1), pages 1-14, 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:15:y:2024:i:1:d:10.1038_s41467-024-50837-5. 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.