Integration of elemental imaging and spatial transcriptomic profiling for proof-of-concept metals-based pathway

Aruesha Srivastava1, Neha Shaik2, Yunrui Lu1

  • 1California Institute of Technology, Pasadena, CA 91125, USA.

Insights

This study reveals how metals like iron and copper influence colorectal cancer (CRC) progression by interacting with genes. Integrating elemental imaging and spatial transcriptomics offers new ways to find cancer biomarkers and therapies.

Area of Science:

  • Oncology
  • Molecular Biology
  • Biochemistry

Background:

  • The interaction between metal ions and gene expression in cancer is not well understood.
  • Traditional methods studying genes and metals in isolation limit insights into their complex interplay.
  • Spatial omics technologies offer new avenues for exploring tissue-wide metal-gene interactions.

Purpose of the Study:

  • To investigate metal-dependent signaling within the tumor microenvironment of colorectal cancer (CRC).
  • To demonstrate a proof-of-concept for integrating elemental imaging with spatial transcriptomics.
  • To identify metal-related gene expression patterns associated with tumor progression.

Main Methods:

  • Implemented a spatial multimodal workflow integrating elemental imaging, gene expression, and histopathology.
  • Performed spatially resolved gene expression correlation analyses to uncover metal-gene associations.
  • Analyzed a unique colorectal cancer (CRC) tumor sample.

Main Results:

  • Elevated iron levels correlated with mesenchymal phenotypes and epithelial-to-mesenchymal transition (EMT) gene expression at the tumor's proliferative front.
  • Iron also showed associations with extracellular matrix remodeling pathways.
  • High copper concentrations were found in regions of active tumor growth, linked to increased immune response gene expression.

Conclusions:

  • The developed workflow successfully integrates elemental imaging and spatial transcriptomics to identify metal-gene correlates.
  • This approach is feasible for uncovering metal-based signaling pathways in the tumor microenvironment.
  • Future studies on larger cohorts can identify novel biomarkers and therapeutic targets for colorectal cancer.

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