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Peer-Reviewed Publication
J Transl Med2025;23(1):1304.November 18, 2025Journal Article

Spatial profiling of HPV-stratified head and neck squamous cell carcinoma reveals distinct immune niches and microenvironmental architectures.

Ettai Markovits1, Dmytro Klymyshyn2, Roni Froumine3, Hailing Zong2, Michael Mints3, Sangeetha Mahadevan2, Kenneth Bloom3, Jamie Bates2, Gareth J Thomas4, Lauri Diehl2, Oscar Puig3, Abhishek Aggarwal5
1Nucleai, Tel Aviv, Israel. ettai.markovits@nucleai.ai.
2Gilead Sciences Inc., Foster City, CA, USA.
3Nucleai, Tel Aviv, Israel.
4University of Southampton, Southampton, UK.
5Gilead Sciences Inc., Foster City, CA, USA. abhishek.aggarwal5@gilead.com.

Abstract

BACKGROUND: HPV status is a key determinant of prognosis and treatment response in head and neck squamous cell carcinoma (HNSCC). To investigate how HPV influences the tumor-immune-stromal landscape, we performed high-dimensional spatial profiling, including its impact on spatial organization, tertiary lymphoid structures (TLSs), and spatially organized cellular neighborhoods. METHODS: Tumor biop…

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