Single-cell spatial explorer: easy exploration of spatial and multimodal transcriptomics

被引:5
作者
Pont, Frederic [1 ,2 ,3 ]
Cerapio, Juan Pablo [1 ,2 ,3 ]
Gravelle, Pauline [1 ,2 ,3 ]
Ligat, Laetitia [1 ,2 ,3 ]
Valle, Carine [1 ,2 ,3 ]
Sarot, Emeline [1 ,2 ,3 ]
Perrier, Marion [1 ,2 ,3 ]
Lopez, Frederic [1 ,2 ,3 ]
Laurent, Camille [1 ,2 ,3 ]
Fournie, Jean Jacques [1 ,2 ,3 ]
Tosolini, Marie [1 ,2 ,3 ]
机构
[1] Univ Toulouse III Paul Sabatier, Univ Toulouse, Ctr Rech Cancerol Toulouse, CRCT,CNRS,INSERM, Toulouse, France
[2] IUCT Oncopole, Toulouse, France
[3] TOUCAN, Lab Excellence Toulouse Canc, Toulouse, France
关键词
Spatial transcriptomics; Single-cell; Multimodal analysis; Visualization; Open-source; Freeware; BOP GENE-CLUSTER; PROTEIN; PREDICTION; EXPRESSION; DIVERSITY;
D O I
10.1186/s12859-023-05150-1
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background:The development of single-cell technologies yields large datasets of information as diverse and multimodal as transcriptomes, immunophenotypes, and spatial position from tissue sections in the so-called 'spatial transcriptomics'. Currently however, user-friendly, powerful, and free algorithmic tools for straightforward analysis of spatial transcriptomic datasets are scarce.Results:Here, we introduce Single-Cell Spatial Explorer, an open-source software for multimodal exploration of spatial transcriptomics, examplified with 9 human and murine tissues datasets from 4 different technologies.Conclusions:Single-Cell Spatial Explorer is a very powerful, versatile, and interoperable tool for spatial transcriptomics analysis.
引用
收藏
页数:12
相关论文
共 46 条
[1]   Xanthorhodopsin: Proton pump with a carotenoid antenna [J].
Balashov, S. P. ;
Lanyi, J. K. .
CELLULAR AND MOLECULAR LIFE SCIENCES, 2007, 64 (18) :2323-2328
[2]   GPCR-PEnDB: a database of protein sequences and derived features to facilitate prediction and classification of G protein-coupled receptors [J].
Begum, Khodeza ;
Mohl, Jonathon E. ;
Ayivor, Fredrick ;
Perez, Eder E. ;
Leung, Ming-Ying .
DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2020,
[3]   GPCRpred: an SVM-based method for prediction of families and subfamilies of G-protein coupled receptors [J].
Bhasin, M ;
Raghava, GPS .
NUCLEIC ACIDS RESEARCH, 2004, 32 :W383-W389
[4]   MicRhoDE: a curated database for the analysis of microbial rhodopsin diversity and evolution [J].
Boeuf, Dominique ;
Audic, Stephane ;
Brillet-Gueguen, Loraine ;
Caron, Christophe ;
Jeanthon, Christian .
DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2015,
[5]  
Dassarma Satyajit L, 2010, Saline Syst, V6, P12, DOI 10.1186/1746-1448-6-12
[6]   Microbial Halorhodopsins: Light-Driven Chloride Pumps [J].
Engelhard, Christopher ;
Chizhov, Igor ;
Sieber, Friedrich ;
Engelhard, Martin .
CHEMICAL REVIEWS, 2018, 118 (21) :10629-10645
[7]   Microbial and Animal Rhodopsins: Structures, Functions, and Molecular Mechanisms [J].
Ernst, Oliver P. ;
Lodowski, David T. ;
Elstner, Marcus ;
Hegemann, Peter ;
Brown, Leonid S. ;
Kandori, Hideki .
CHEMICAL REVIEWS, 2014, 114 (01) :126-163
[8]   Data mining in bioinformatics using Weka [J].
Frank, E ;
Hall, M ;
Trigg, L ;
Holmes, G ;
Witten, IH .
BIOINFORMATICS, 2004, 20 (15) :2479-2481
[9]   Structural changes of sensory rhodopsin I and its transducer protein are dependent on the protonated state of Asp76 [J].
Furutani, Yuji ;
Takahashi, Hazuki ;
Sasaki, Jun ;
Sudo, Yuki ;
Spudich, John L. ;
Kandori, Hideki .
BIOCHEMISTRY, 2008, 47 (09) :2875-2883
[10]   Microbial Rhodopsins: Diversity, Mechanisms, and Optogenetic Applications [J].
Govorunova, Elena G. ;
Sineshchekov, Oleg A. ;
Li, Hai ;
Spudich, John L. .
ANNUAL REVIEW OF BIOCHEMISTRY, VOL 86, 2017, 86 :845-872