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March 26, 2026GigaScienceOpen Access

SMIntegration: A Web Tool for Comprehensive Spatial Metabolomics and Transcriptomics Integrated Analysis and Visualization

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Authors

HDHaoke DengXNXiaolian NingBGI Group (China)XLXun LinHuaqiao University

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Implication

Web platform enables integrated spatial metabolomics and transcriptomics analysis, suggesting new biological insights.

Key Points

  • The aim is to develop a web-based tool for integrated analysis of spatial metabolomics and transcriptomics.
  • Developed using R/Shiny and Docker for deployment.
  • Provides an automated workflow from data pre-processing to functional annotation.
  • Features include interactive spatial registration and cross-modal spatial pattern recognition.
  • Facilitates differential analysis based on user-defined parameters.
  • Successfully identified key brain regions missed by single-modality analyses.
  • Uncovered links between astrocyte metabolism and specific gene expressions.
  • Dissected signaling pathways differentiating cornu ammonis and midbrain regions.

Cite This Study

Deng et al. (2026) studied this question.

synapsesocial.com/papers/69c4cc98fdc3bde44891800dhttps://doi.org/10.1093/gigascience/giag033
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