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analysis ○ xenium st data preparation ○ visium st data  (Spatial Transcriptomics Inc)

 
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    Spatial Transcriptomics Inc analysis ○ xenium st data preparation ○ visium st data
    Analysis ○ Xenium St Data Preparation ○ Visium St Data, supplied by Spatial Transcriptomics Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/analysis+%E2%97%8B+xenium+st+data+preparation+%E2%97%8B+visium+st+data/analysis+data+data+preparation+st+st+visium+xenium+%E2%97%8B+%E2%97%8B/pmc12208317__mmc8-240-108-105
    Average 86 stars, based on 1 article reviews
    analysis ○ xenium st data preparation ○ visium st data - by Bioz Stars, 2026-09
    86/100 stars

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    Biomarker Discovery:

    Article Title: Cell states and neighborhoods in distinct clinical stages of primary and metastatic esophageal adenocarcinoma
    Article Snippet: .. STAR★METHODS Detailed methods are provided in the online version of this paper and include the following: • KEY RESOURCES TABLE • EXPERIMENTAL MODEL AND STUDY PARTICIPANT DETAILS ○ Patients samples • METHOD DETAILS ○ Patient tissue sample collection and dissociation for multiome snRNA-seq/ATAC-seq ○ snRNA and snATAC multiome processing ○ snRNA-seq specific processing and cell type annotation ○ snATAC-seq specific preprocessing ○ snRNA-seq analysis ○ Malignant cell program discovery through consensus negative ma- trix factorization (cNMF) and characterization ○ Validation of malignant cell programs in external datasets ○ snATAC analysis and link with snRNA ○ Representative cells and link between RNA and ATAC identity ○ Spatial transcriptomics (ST) analysis ○ Xenium ST data preparation ○ Visium ST data preprocessing and cell type annotation ○ Xenium ST data preprocessing and cell type annotation ○ Deconvolution of visium ST data ○ Scoring the cNMF programs and TME subtypes ○ Spatial region discovery with CellCharter in Xenium data ○ Spatially constrained malignant and TME interaction with NCEM in visium data ○ Ligand-receptor interactions using COMMOT and Xenium valida- tion ○ Enhancer-driven gene regulatory network inference ○ Enhancer-driven GRN inference with SCENIC+ ○ Identifying candidate master transcription factors associated with TME and malignant programs ○ Validation of the identified transcription factors in external datasets 14 Cell Reports Medicine 6, 102188, June 17, 2025 Article ll OPEN ACCESS ○ Link between malignant programs and clinical characteristics in external bulk datasets ○ Link between TME and malignant programs and immune check- point inhibitor therapy clinical benefit ○ Ecotype analysis using BayesPrism ○ Prediction of drug sensitivity using scTherapy • QUANTIFICATION AND STATISTICAL ANALYSIS SUPPLEMENTAL INFORMATION Supplemental information can be found online at https://doi.org/10.1016/j. xcrm.2025.102188. ..

    Spatial Transcriptomics:

    Article Title: Cell states and neighborhoods in distinct clinical stages of primary and metastatic esophageal adenocarcinoma
    Article Snippet: .. STAR★METHODS Detailed methods are provided in the online version of this paper and include the following: • KEY RESOURCES TABLE • EXPERIMENTAL MODEL AND STUDY PARTICIPANT DETAILS ○ Patients samples • METHOD DETAILS ○ Patient tissue sample collection and dissociation for multiome snRNA-seq/ATAC-seq ○ snRNA and snATAC multiome processing ○ snRNA-seq specific processing and cell type annotation ○ snATAC-seq specific preprocessing ○ snRNA-seq analysis ○ Malignant cell program discovery through consensus negative ma- trix factorization (cNMF) and characterization ○ Validation of malignant cell programs in external datasets ○ snATAC analysis and link with snRNA ○ Representative cells and link between RNA and ATAC identity ○ Spatial transcriptomics (ST) analysis ○ Xenium ST data preparation ○ Visium ST data preprocessing and cell type annotation ○ Xenium ST data preprocessing and cell type annotation ○ Deconvolution of visium ST data ○ Scoring the cNMF programs and TME subtypes ○ Spatial region discovery with CellCharter in Xenium data ○ Spatially constrained malignant and TME interaction with NCEM in visium data ○ Ligand-receptor interactions using COMMOT and Xenium valida- tion ○ Enhancer-driven gene regulatory network inference ○ Enhancer-driven GRN inference with SCENIC+ ○ Identifying candidate master transcription factors associated with TME and malignant programs ○ Validation of the identified transcription factors in external datasets 14 Cell Reports Medicine 6, 102188, June 17, 2025 Article ll OPEN ACCESS ○ Link between malignant programs and clinical characteristics in external bulk datasets ○ Link between TME and malignant programs and immune check- point inhibitor therapy clinical benefit ○ Ecotype analysis using BayesPrism ○ Prediction of drug sensitivity using scTherapy • QUANTIFICATION AND STATISTICAL ANALYSIS SUPPLEMENTAL INFORMATION Supplemental information can be found online at https://doi.org/10.1016/j. xcrm.2025.102188. ..



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    Spatial Transcriptomics Inc analysis ○ xenium st data preparation ○ visium st data
    Analysis ○ Xenium St Data Preparation ○ Visium St Data, supplied by Spatial Transcriptomics Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/analysis+%E2%97%8B+xenium+st+data+preparation+%E2%97%8B+visium+st+data/analysis+data+data+preparation+st+st+visium+xenium+%E2%97%8B+%E2%97%8B/pmc12208317__mmc8-240-108-105
    Average 86 stars, based on 1 article reviews
    analysis ○ xenium st data preparation ○ visium st data - by Bioz Stars, 2026-09
    86/100 stars
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