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Rapid and signal crowdedness-robust in situ sequencing through hybrid block coding

Tianyi Chang, Wuji Han, Mengcheng Jiang, Jizhou Li, Zhizhao Liao, Mingchuan Tang, Jianyun Zhang, J. Shen, Zitian Chen, Peng Fei, Xianwen Ren, Yuhong Pang, Guanbo Wang, Jianbin Wang, Yanyi Huang

2023Proceedings of the National Academy of Sciences16 citationsDOIOpen Access PDF

Abstract

Spatial transcriptomics technology has revolutionized our understanding of cell types and tissue organization, opening possibilities for researchers to explore transcript distributions at subcellular levels. However, existing methods have limitations in resolution, sensitivity, or speed. To overcome these challenges, we introduce SPRINTseq (Spatially Resolved and signal-diluted Next-generation Targeted sequencing), an innovative in situ sequencing strategy that combines hybrid block coding and molecular dilution strategies. Our method enables fast and sensitive high-resolution data acquisition, as demonstrated by recovering over 142 million transcripts using a 108-gene panel from 453,843 cells from four mouse brain coronal slices in less than 2 d. Using this advanced technology, we uncover the cellular and subcellular molecular architecture of Alzheimer's disease, providing additional information into abnormal cellular behaviors and their subcellular mRNA distribution. This improved spatial transcriptomics technology holds great promise for exploring complex biological processes and disease mechanisms.

Topics & Concepts

Computational biologyTranscriptomeCoding (social sciences)In situComputer scienceBiologyGeneGene expressionGeneticsChemistryStatisticsMathematicsOrganic chemistrySingle-cell and spatial transcriptomicsGene Regulatory Network AnalysisGene expression and cancer classification
Rapid and signal crowdedness-robust in situ sequencing through hybrid block coding | Litcius