Scalable spatial transcriptomics through computational array reconstruction.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 40181168.
- Also identified by DOI 10.1038/s41587-025-02612-0 and PMC identifier 12635931.
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Abstract
Spatial transcriptomics enables gene expression mapping within tissues but is often limited by imaging constraints. We present an imaging-free approach that reconstructs spatial barcode locations using molecular diffusion and dimensionality reduction. Validated against ground truth imaging, our method achieves high fidelity and scales to centimeter-sized tissues. This approach enhances spatial transcriptomics' accessibility and throughput, enabling large-scale studies without specialized imaging equipment.
Medical subject headings
- Gene Expression Profiling
- Transcriptome
- Image Processing, Computer-Assisted
- Computational Biology