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The Pathologist / Issues / 2026 / July / Turning Routine Slides Into Molecular Maps
Oncology Biochemistry and molecular biology Precision medicine Technology and innovation Molecular Pathology Software and hardware Research and Innovations

Turning Routine Slides Into Molecular Maps

Could a standard H&E slide contain enough information to predict gene expression, methylation patterns, and even aspects of spatial biology?

By Helen Bristow 07/13/2026 Technology 5 min read
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5 Key Takeaways
  • 1

    Researchers developed two AI platforms, Path2Omics and Path2Space, to enhance molecular insights from pathology slides.

  • 2

    Path2Omics predicts bulk molecular information from pathology images, focusing on transcriptomics and methylation across 30 tumor types.

  • 3

    Path2Space aims to infer spatial transcriptomics from digital pathology images, providing detailed insights into tumor microenvironments.

  • 4

    AI models can generate predictions from standard H&E slides, outperforming traditional multi-omics approaches in predicting treatment response.

  • 5

    The AI platforms aim to make molecular insights more accessible, reducing costs and turnaround times compared to conventional sequencing.

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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About the Author(s)

Helen Bristow

Combining my dual backgrounds in science and communications to bring you compelling content in your speciality.

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