Long-read spatial transcriptomics of patient-derived clear cell renal cell carcinoma organoids identifies heterogeneity and transcriptional remodelling following NUC-7738 treatment

Hazem Abdullah, Ying Zhang, Kathryn Kirkwood, Alexander Laird, Peter Mullen, David Harrison, Mustafa Elshani*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Clear cell renal cell carcinoma (ccRCC) is the most common subtype of kidney cancer and is marked by pronounced intra-tumoural heterogeneity that complicates therapeutic response. Patient-derived organoids offer a physiologically relevant model to capture this diversity and evaluate treatment effects. When integrated with spatial transcriptomics, they might enable the mapping of spatially resolved transcriptional and isoform-level changes within the tumour microenvironment. Methods: We established a robust workflow for generating patient-derived ccRCC organoids, that are not passaged and retain original cellular components. These retain key features of the original tumours, including cancer cell, stromal, and immune components. Results: Spatial transcriptomic profiling revealed multiple transcriptionally distinct regions within and across organoids, reflecting the intrinsic heterogeneity of ccRCC. Isoform-level analysis identified spatially variable expression of glutaminase (GLS) isoforms, with heterogeneous distributions of both the GAC and KGA variants. Treatment with NUC-7738, a phosphoramidate derivative of 3′-deoxyadenosine, induced marked transcriptional remodelling of organoids, including alterations in ribosomal and mitochondrial gene expression. Conclusions: This study demonstrates that combining long-read spatial transcriptomics with patient-derived organoid models provides a powerful and scalable approach for dissecting gene and isoform-level heterogeneity in ccRCC and for elucidating spatially resolved transcriptional responses to novel therapeutics.
Original languageEnglish
Article number254
JournalCancers
Volume18
Issue number2
DOIs
Publication statusPublished - 14 Jan 2026

Keywords

  • Clear cell renal cell carcinoma
  • Patient-derived organoids
  • Organoid spatial transcriptomics
  • NUC-7738
  • Heterogeneity
  • Long read sequencing
  • Transcript isoforms

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