# A non-canonical lymphoblast in refractory childhood T-cell leukaemia

**Authors:** Bram S. J. Lim, Holly J. Whitfield, Mi K. Trinh, Gianna Bloye, Rebecca Thomas, Nathaniel D. Anderson, Anna Wenger, Angus Hodder, Taryn D. Treger, Henry Lee-Six, Tim H. H. Coorens, Conor Parks, Toochi Ogbonnah, Petri Pölönen, Charles G. Mullighan, David T. Teachey, Jason Xu, Kai Tan, Melanie Hagleitner, Lennart Kester, Frank N. van Leeuwen, Gordon Beattie, Marc R. Mansour, Owen Williams, Jack Bartram, Stuart Adams, Laura Jardine, Sam Behjati, David O’Connor

PMC · DOI: 10.1038/s41467-025-65049-8 · Nature Communications · 2025-11-12

## TL;DR

This study identifies a unique type of cancer cell in childhood T-cell leukemia that is linked to treatment resistance and poor outcomes.

## Contribution

The discovery of a transcriptionally distinct lymphoblast population associated with refractory T-ALL.

## Key findings

- A distinctive blast population resembling innate-like lymphocytes is the main source of refractory T-ALL.
- Evidence of these blasts at diagnosis predicts treatment resistance and poor survival in T-ALL patients.
- Refractory T-ALL is characterized as a distinct disease state with potential clinical implications.

## Abstract

Refractory cancers may arise either through the acquisition of resistance mechanisms or represent distinct disease states. The origin of childhood T-cell acute lymphoblastic leukaemia (T-ALL) that does not respond to initial treatment, i.e. refractory disease, is unknown. Refractory T-ALL carries a poor prognosis and cannot be predicted at diagnosis. Here, we perform single cell mRNA sequencing of T-ALL from 58 children (84 samples) who did, or did not respond to initial treatment. We identify a transcriptionally distinctive blast population, exhibiting features of innate-like lymphocytes, as the major source of refractory disease. Evidence of such blasts at diagnosis heralds refractory disease across independent datasets and is associated with survival in a large, contemporary trial cohort. Our findings portray refractory T-ALL as a distinct disease with the potential for immediate clinical utility.

T-cell acute lymphoblastic leukemia is a highly aggressive disease with varying recurrence rates. Here, the authors build a single cell transcriptomic atlas of childhood T-cell acute lymphoblastic leukaemia (T-ALL). They identified a distinctive cancer cell state that correlates with high risk, treatment refractory T-ALL.

## Linked entities

- **Diseases:** T-cell acute lymphoblastic leukaemia (MONDO:0004963), T-ALL (MONDO:0004963)

## Full-text entities

- **Diseases:** Refractory cancers (MESH:D009369), T-cell leukaemia (MESH:D015458), T-ALL (MESH:D054218)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12612194/full.md

## References

3 references — full list in the complete paper: https://tomesphere.com/paper/PMC12612194/full.md

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Source: https://tomesphere.com/paper/PMC12612194