IRIS: an accurate and efficient barcode calling tool for in situ sequencing

作者: Yang Zhou , Hao Yu , Qiye Li , Rongqin Ke , Guojie Zhang

DOI: 10.1101/2020.04.13.038901

关键词: IRIS (biosensor)In situArtificial intelligencePattern recognitionBarcodeComputer scienceRNAGeneNucleotide

摘要: The emerging in situ RNA sequencing technologies which can capture and amplify within the original tissues provides efficient solution for producing spatial expression map from dozens to thousands of genes. Most RNA-seq strategies developed recently infer patterns based on fluorescence signals images taken during sequencing. However, an automate convenient tool decoding image information is still absent. Here we present easy-to-use software named IRIS efficiently decode into nucleotide sequences. This record quality score signals. We also develop interactive R shiny app DAIBC data visualization. designed modules so that it could be easily extended compatible new technologies.

参考文章(6)
Rongqin Ke, Marco Mignardi, Alexandra Pacureanu, Jessica Svedlund, Johan Botling, Carolina Wählby, Mats Nilsson, In situ sequencing for RNA analysis in preserved tissue and cells Nature Methods. ,vol. 10, pp. 857- 860 ,(2013) , 10.1038/NMETH.2563
N. S. Altman, An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression The American Statistician. ,vol. 46, pp. 175- 185 ,(1992) , 10.1080/00031305.1992.10475879
K. H. Chen, A. N. Boettiger, J. R. Moffitt, S. Wang, X. Zhuang, Spatially resolved, highly multiplexed RNA profiling in single cells Science. ,vol. 348, ,(2015) , 10.1126/SCIENCE.AAA6090
Ethan Rublee, Vincent Rabaud, Kurt Konolige, Gary Bradski, ORB: An efficient alternative to SIFT or SURF international conference on computer vision. pp. 2564- 2571 ,(2011) , 10.1109/ICCV.2011.6126544
Darren J. Burgess, Spatial transcriptomics coming of age. Nature Reviews Genetics. ,vol. 20, pp. 317- 317 ,(2019) , 10.1038/S41576-019-0129-Z
Rory Stark, Marta Grzelak, James Hadfield, RNA sequencing: the teenage years Nature Reviews Genetics. ,vol. 20, pp. 631- 656 ,(2019) , 10.1038/S41576-019-0150-2