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August 15, 2025Human GenomicsOpen Access

Spatial transcriptomics and scRNA-seq: decoding tumor complexity and constructing prognostic models in colorectal cancer

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Authors

WSWei SongYWYatao WangMZMin Zhou

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Overview

Research reveals tumor cell heterogeneity affects prognosis in colorectal cancer, suggesting personalized therapies may improve outcomes.

Key Points

  • Tumor cell heterogeneity significantly influences the progression of colorectal cancer and treatment response, indicating a need for personalized strategies.
  • Analysis revealed nine distinct tumor cell subtypes; MLXIPL+ neoplasm predominates in advanced cases, while ADH1C+ and MUC2+ are more common in early stages.
  • Using spatial transcriptomics and scRNA-seq, we explored tumor cell interactions with the microenvironment, underlining their critical roles in cancer progression.
  • A 13-gene prognostic signature was developed, predicting outcomes and highlighting immune factors associated with treatment response.

Cite This Study

Song et al. (2025) studied this question.

synapsesocial.com/papers/68a34f63234c60ad5c20bd00https://doi.org/10.1186/s40246-025-00805-x
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