Combining Single-Cell and Spatial Transcriptomics Uncovers Glycolytic Diversity and NEK6-Driven Advancement in Colorectal Cancer - Summary - MDSpire

Combining Single-Cell and Spatial Transcriptomics Uncovers Glycolytic Diversity and NEK6-Driven Advancement in Colorectal Cancer

  • By

  • Fengming Yang

  • Yinuo Bian

  • Yuqi Jin

  • Yinuo Tan

  • Tianhao Lao

  • Jie Yang

  • Hua Chen

  • April 28, 2026

  • 0 min

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Objective:

To investigate the spatial organization of glycolysis heterogeneity and identify molecular drivers of the malignant high-glycolytic state in colorectal cancer (CRC), emphasizing its significance for therapeutic strategies.

Key Findings:
  • Three distinct malignant subtypes were identified, with Glycolysis-C1 exhibiting a high-glycolytic state, suggesting a critical role in tumor progression.
  • Glycolysis-C1 cells act as a dominant signaling hub, influencing macrophages and B cells through MIF ligands, which may alter immune responses.
  • Pseudotime analysis showed a lineage trajectory from low-glycolytic C3 to high-glycolytic C1, indicating a dynamic metabolic evolution.
  • NEK6 was identified as a candidate gene associated with CRC risk, with high expression correlating to poor prognosis, underscoring its potential as a therapeutic target.
Interpretation:

The study elucidates the spatial and molecular landscape of glycolysis heterogeneity in CRC, highlighting NEK6 as a potential therapeutic target linked to the high-glycolytic phenotype, which could inform future treatment strategies.

Limitations:
  • Potential confounding factors in establishing causality, such as environmental influences and genetic variability.
  • Limited scope of in vitro validation for NEK6's role, necessitating further studies to confirm its function in vivo.
Conclusion:

The findings suggest NEK6 may represent a therapeutic vulnerability in CRC, warranting further investigation to explore its role in treatment strategies.

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