Spatially resolved tumor-microenvironment architecture defines therapeutic response in unresectable hepatoblastoma
Zahra Mesrizadeh, Mylarappa NingappaiD, Sarangarajan RanganathaniD, Kavitha MukundiD, Catherine Gestrich, Julia Meade, Judy Hereford SquiresiD, Lori A. Schmitt, George Vincent MazariegosiD, Marcus Malek, Chethan AshokkumariD, William A. MacDonaldiD, Paul Morgan, Shankar SubramaniamiD, Rakesh Sindhi
Abstract
Background: Hepatoblastoma exhibits variable therapeutic response that is not fully explained by current risk stratification. While prior studies have characterized tumor composition, the role of spatial organization in determining outcome, particularly in unresectable disease requiring transplantation under immunosuppression, remains unclear. Methods: We integrated spatial transcriptomics using the 10x Genomics Visium platform (n = 11 tumors) with single-cell spatial molecular imaging using NanoString CosMx (n = 3 tumors) on post-chemotherapy explant specimens across clinically defined groups (relapse-prone unresectable, non-relapse unresectable, and resectable hepatoblastoma). Spatial deconvolution, module scoring, spatial co-localization, and cell-cell interaction analyses were used to define region-level transcriptional programs and their underlying cellular organization. Results: We identified three spatial architectures associated with clinical outcome. Relapse-prone tumors exhibited a centralized, TME-dominated organization enriched for progenitor-like, cycling, and stress-responsive tumor cell states co-localized with SPP1+ TAMs and CAFs, with enrichment of hypoxia response, extracellular matrix remodeling, and Midkine (MDK-LRP1) signaling. Non-relapse tumors displayed a distributed architecture with compartmentalized tumor-immune interactions, increased immune engagement, and preserved epithelial differentiation, including inflammatory hepatocyte-like states. Resection samples showed reduced tumor cell state heterogeneity and more uniform TME-immune organization. Conclusions: Integration of regional and single-cell spatial transcriptomics across two platforms reveals that the chemo-remodeled tumor architecture of hepatoblastoma encodes spatially organized tumor cell-TME interactions as central determinants of therapeutic response.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
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
- Medulloblastoma Spatial Transcriptomics Reveals Tumor Microenvironment Heterogeneity with High-Density Progenitor Cell Regions Correlating with High-Risk Disease
Franklin Chien, Marina E. Michaud, … Manoj K. Bhasin·JCO Precision OncologyPeer-reviewed·Oct 1, 2026
- Conserved principles of spatial biology define tumor heterogeneity and response to immunotherapy
Vivek Behera, Alexander Guzzetta, … Arjun Raman·Cell Reports MedicinePeer-reviewed·Aug 28, 2026
- Spatial transcriptomics analysis of neoadjuvant cabozantinib and nivolumab in advanced hepatocellular carcinoma identifies independent mechanisms of resistance and recurrence
S. Zhang, L. Yuan, … L. T. Kagohara·bioRxiv·Jan 10, 2023
- Cell type-centric interaction networks define spatial architecture of intrahepatic cholangiocarcinoma
Hsin-Pei Lee, Meng Liu, … Lichun Ma·bioRxiv·Jun 6, 2026
- Comprehensive Analysis of Spatial Architecture in Primary Liver Cancer
- Hepatoblastoma exhibits a predominantly myeloid immune landscape and reveals opportunities for macrophage targeted immunotherapy
D. Krijgsman, L. Kraaier, … Y. Vercoulen·bioRxiv·Jun 28, 2023