Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer

Author:

Schmitd Ligia B.1ORCID,Perez-Pacheco Cindy1ORCID,Bellile Emily L.2ORCID,Wu Weisheng3,Casper Keith4,Mierzwa Michelle5,Rozek Laura S.6ORCID,Wolf Gregory T.4ORCID,Taylor Jeremy M.G.25ORCID,D'Silva Nisha J.178ORCID

Affiliation:

1. 1Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan.

2. 2Biostatistics, University of Michigan School of Public Health, Ann Arbor, Michigan.

3. 3Bioinformatics Core, University of Michigan, Ann Arbor, Michigan.

4. 4Otolaryngology, University of Michigan Medical School, Ann Arbor, Michigan.

5. 5Radiation Oncology, University of Michigan Medical School, Ann Arbor, Michigan.

6. 6Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan.

7. 7Pathology, University of Michigan Medical School, Ann Arbor, Michigan.

8. 8Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan.

Abstract

Abstract Purpose: Perineural invasion (PNI), a common occurrence in oral squamous cell carcinomas, is associated with poor survival. Consequently, these tumors are treated aggressively. However, diagnostic criteria of PNI vary and its role as an independent predictor of prognosis has not been established. To address these knowledge gaps, we investigated spatial and transcriptomic profiles of PNI-positive and PNI-negative nerves. Experimental Design: Tissue sections from 142 patients were stained with S100 and cytokeratin antibodies. Nerves were identified in two distinct areas: tumor bulk and margin. Nerve diameter and nerve-to-tumor distance were assessed; survival analyses were performed. Spatial transcriptomic analysis of nerves at varying distances from tumor was performed with NanoString GeoMx Digital Spatial Profiler Transcriptomic Atlas. Results: PNI is an independent predictor of poor prognosis among patients with metastasis-free lymph nodes. Patients with close nerve-tumor distance have poor outcomes even if diagnosed as PNI negative using current criteria. Patients with large nerve(s) in the tumor bulk survive poorly, suggesting that even PNI-negative nerves facilitate tumor progression. Diagnostic criteria were supported by spatial transcriptomic analyses of >18,000 genes; nerves in proximity to cancer exhibit stress and growth response changes that diminish with increasing nerve-tumor distance. These findings were validated in vitro and in human tissue. Conclusions: This is the first study in human cancer with high-throughput gene expression analysis in nerves with striking correlations between transcriptomic profile and clinical outcomes. Our work illuminates nerve-cancer interactions suggesting that cancer-induced injury modulates neuritogenesis, and supports reclassification of PNI based on nerve-tumor distance rather than current subjective criteria.

Funder

National Institute of Dental and Craniofacial Research

Rogel Cancer Center, University of Michigan

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

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