[18F]FDG PET/CT multiomics identifies Hedgehog-driven HPV-negative head and neck squamous cell carcinoma

Head and neck squamous cell carcinoma (HNSCC) is a highly heterogeneous malignancy with limited predictive markers to guide personalized treatment, particularly in human papillomavirus (HPV)-negative cases, which exhibit poor outcomes. Identifying reliable biomarkers for prognosis and therapeutic response remains a critical challenge. In a retrospective cohort of 51 patients with primary HPV-negative HNSCC, we investigated the prognostic significance of the Hedgehog (HH) signaling pathway and its association with imaging biomarkers. Genomic and transcriptomic analysis revealed that HH pathway activation correlated with distinct [18F]FDG PET/CT radiomic features, notably the PET-derived “histogram:ih.max”, a surrogate for peak [18F]FDG uptake that was associated with inferior survival outcomes. Functionally, pharmacologic inhibition of HH signaling demonstrated anticancer efficacy across multiple models, including HNSCC cell lines, patient-derived tumoroids, and in vivo xenograft models. Importantly, HH pathway inhibition induced reproducible changes in imaging characteristics in xenografts, including a measurable reduction in [1⁸F]FDG uptake, closely mirroring patterns observed in patient tumors. Together these findings demonstrate that integration of multi-level molecular profiling with functional imaging captures HH-driven tumor biology in HPV-negative HNSCC. Our study underscores the value of [18F]FDG PET/CT multiomics in linking tumor biology with imaging features, providing a framework for biologically-informed patient stratification and hypothesis-driven evaluation of treatment response. These results support further translational validation of HH pathway inhibition in HPV-negative HNSCC within appropriately designed preclinical and clinical studies.

Authors

Institutions

Publication Details

Journal
Molecular Cancer
Published
2026-03-29
DOI
https://doi.org/10.1186/s12943-026-02607-8
Primary Topic
Head and Neck Cancer Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

[18F]FDG PET/CT multiomics identifies Hedgehog-driven HPV-negative head and neck squamous cell carcinoma

Alexander Haug, Clemens P. Spielvogel, Karolína Trachtová, Vojtěch Bystrý et al.
Molecular Cancer
Head and Neck Cancer Studies
article

[18F]FDG PET/CT multiomics identifies Hedgehog-driven HPV-negative head and neck squamous cell carcinoma

Alexander Haug, Clemens P. Spielvogel, Karolína Trachtová, Vojtěch Bystrý, Gregor Heiduschka, Maik Dahlhoff, Michaela Schlederer, Daniel Schramek, Elisabeth Gurnhofer, Hannah Zaryouh, Hanne Verswyvel, Marcus Hacker, Stefan Stoiber, Daniel Pölöske, Christophe Deben, Dominik P. Elmer, Fritz Aberger, Heidi A. Neubauer, Abraham Lin, Richard Morrigl, David Haberl, Lukas Kenner, Cécile Philippe
article en

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a highly heterogeneous malignancy with limited predictive markers to guide personalized treatment, particularly in human papillomavirus (HPV)-negative cases, which exhibit poor outcomes. Identifying reliable biomarkers for prognosis and therapeutic response remains a critical challenge. In a retrospective cohort of 51 patients with primary HPV-negative HNSCC, we investigated the prognostic significance of the Hedgehog (HH) signaling pathway and its association with imaging biomarkers. Genomic and transcriptomic analysis revealed that HH pathway activation correlated with distinct [18F]FDG PET/CT radiomic features, notably the PET-derived “histogram:ih.max”, a surrogate for peak [18F]FDG uptake that was associated with inferior survival outcomes. Functionally, pharmacologic inhibition of HH signaling demonstrated anticancer efficacy across multiple models, including HNSCC cell lines, patient-derived tumoroids, and in vivo xenograft models. Importantly, HH pathway inhibition induced reproducible changes in imaging characteristics in xenografts, including a measurable reduction in [1⁸F]FDG uptake, closely mirroring patterns observed in patient tumors. Together these findings demonstrate that integration of multi-level molecular profiling with functional imaging captures HH-driven tumor biology in HPV-negative HNSCC. Our study underscores the value of [18F]FDG PET/CT multiomics in linking tumor biology with imaging features, providing a framework for biologically-informed patient stratification and hypothesis-driven evaluation of treatment response. These results support further translational validation of HH pathway inhibition in HPV-negative HNSCC within appropriately designed preclinical and clinical studies.

Molecular Cancer
Mount Sinai Hospital (CA), Central European Institute of Technology (CZ), University of Antwerp (BE), University of Veterinary Medicine Vienna (AT), MODUL University Vienna (AT), University of Salzburg (AT), University of Toronto (CA), Lunenfeld-Tanenbaum Research Institute (CA), Central European Institute of Technology – Masaryk University (CZ), Christian Doppler Laboratory for Thermoelectricity (AT), Center For Biomarker Research In Medicine (AT), Medical University of Vienna (AT)
Zero hunger
Openalex Percentile: Top 2%
Head and Neck Cancer Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.