STOmics-GenX: CRISPR based approach to improve cell identity specific gene detection from spatially resolved transcriptomics

Currenti, J.; Qiao, L.; Pai, R.; Gupta, S.; Khyriem, C.; Wise, K.; Sun, X.; Armstrong, J.; Crane, J.; Pathak, S.; Yang, B.; George, J.; Plummer, J.; Martelotto, L.; Sharma, A.

doi:10.1101/2022.12.08.519589

bioRxiv · 10.1101/2022.12.08.519589

STOmics-GenX: CRISPR based approach to improve cell identity specific gene detection from spatially resolved transcriptomics

Currenti, J.·Qiao, L.·Pai, R.·Gupta, S.·Khyriem, C.·Wise, K.·Sun, X.·Armstrong, J.·Crane, J.·Pathak, S.·Yang, B.·George, J.·Plummer, J.·Martelotto, L.·Sharma, A.

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Abstract

The spatial organisation of cells defines the biological functions of tissue ecosystems from development to disease. Recently, an array of technologies have been developed to query gene expression in a spatial context. These include techniques such as employing barcoded oligonucleotides, single-molecule fluorescence in situ hybridization (smFISH), and DNA nanoball (DNB)-patterned arrays. However, resolution and efficiency vary across platforms and technologies. To obtain spatially relevant biological information from spatially resolved transcriptomics, we combined the Stereo-seq workflow with CRISPRclean technology to develop the STOmics-GenX pipeline. STOmics-GenX not only allowed us to reduce genomic, mitochondrial, and ribosomal reads, but also lead to a [~]2.1-fold increase in the number of detected genes when compared to conventional Stereo-seq (STOmics). Additionally, the STOmics-GenX pipeline resulted in an improved detection of cell type specific genes, thereby improving cellular annotations. Most importantly, STOmics-GenX allowed for enhanced detection of clinically relevant biomarkers such as Alpha-fetoprotein (AFP), enabling the identification of two spatially distinct subsets of hepatocytes in hepatocellular carcinoma tissue. Thereby, combining CRISPRclean technology with STOmics not only allowed improved gene detection but also paved the way for spatial precision oncology by improved detection of clinically relevant biomarkers.

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Currenti, J., Qiao, L., Pai, R., Gupta, S., Khyriem, C., Wise, K., Sun, X., Armstrong, J., Crane, J., Pathak, S., Yang, B., George, J., Plummer, J., Martelotto, L., Sharma, A.. 2022-12-08. STOmics-GenX: CRISPR based approach to improve cell identity specific gene detection from spatially resolved transcriptomics. https://doi.org/10.1101/2022.12.08.519589

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