bioRxivCancer BiologyPreprint
Immunogenomic profiling of circulating T cells in pediatric cancer patients during standard-of-care
Arash NabbiiD, Yiyue Jiang, Osvaldo Espin‐GarciaiD, Suluxan Mohanraj, Stephanie PederseniD, Johanna Regala, Lauren M. Vernau, Jessica PerazzelliiD, David Maxwell BarrettiD, Trevor J. PughiD
Abstract
While pediatric cancer patients receive intensive chemotherapy, its impact on peripheral T cells and subsequently to disease outcomes are not fully characterized. Here, we assessed T-cell dynamics during treatment, identifying associations with outcomes through immune phenotyping and T-cell Receptor (TCR) sequencing in pediatric solid and hematologic malignancies. We show that while levels of immune checkpoint proteins (PD-1, LAG3, and TIM3) at baseline were highest in lymphomas compared to other cancer groups, they increased significantly in response to therapy in all cancers. Levels of Central Memory (CM) T cells increased in leukemias and solid tumors, while naive T cells and cell-free TCR diversity decreased in lymphomas. By combining immune cell and TCR repertoire features across all timepoints, we proposed the Dynamic Immunogenomic Score (DIS) to measure patient-specific effects of therapy on the peripheral T-cell population. Higher DIS was associated with high-risk cancer types and logistic regression analysis revealed it may predict incidence of relapse in leukemia patients. TCR specificity analysis revealed patient-specific clonal dynamics and differential detection of virally-associated TCRs in cancer patients compared to healthy individuals. Our results highlight the potential of early upfront immunogenomic profiling in identifying high-risk patients that may be predictive in light of emerging cellular immunotherapies.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Age related defects in NK cell immunity revealed by deep immune profiling of pediatric cancer patients
E. Syrimi, N. Khan, … G. S. Taylor·bioRxiv·Mar 9, 2020
- Spatio-temporal T cell tracking for personalized TCR-T designs in childhood cancer
Inés Sentís, Juan Luis Melero, … Holger Heyn·Annals of OncologyPeer-reviewed·May 20, 2025
- The Immune landscape of solid pediatric tumors.
S. Sherif, J. Roelands, … W. Hendrickx·Journal of Experimental & Clinical Cancer ResearchPeer-reviewed·Jun 11, 2022
- Circulating immune cell phenotype dynamics reflect the strength of tumor-immune cell interactions in patients during immunotherapy
J. I. Griffiths, P. Wallet, … A. H. Bild·Proceedings of the National Academy of SciencesPeer-reviewed·Jun 22, 2020
- A novel transcriptional signature identifies T-cell infiltration in high-risk paediatric cancer
C. Mayoh, A. Gifford, … P. G Ekert·bioRxiv·Sep 16, 2022
- Transcriptional immunogenomic analysis reveals distinct immunological clusters in pediatric nervous system tumours
Arash Nabbi, Pengbo Beck, … Trevor J. Pugh·bioRxiv·Sep 20, 2022