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Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer
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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560986/ https://www.ncbi.nlm.nih.gov/pubmed/35819260 http://dx.doi.org/10.1158/1078-0432.CCR-21-4543 |
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author | Schmitd, Ligia B. Perez-Pacheco, Cindy Bellile, Emily L. Wu, Weisheng Casper, Keith Mierzwa, Michelle Rozek, Laura S. Wolf, Gregory T. Taylor, Jeremy M.G. D'Silva, Nisha J. |
author_facet | Schmitd, Ligia B. Perez-Pacheco, Cindy Bellile, Emily L. Wu, Weisheng Casper, Keith Mierzwa, Michelle Rozek, Laura S. Wolf, Gregory T. Taylor, Jeremy M.G. D'Silva, Nisha J. |
author_sort | Schmitd, Ligia B. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9560986 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-95609862023-01-05 Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer Schmitd, Ligia B. Perez-Pacheco, Cindy Bellile, Emily L. Wu, Weisheng Casper, Keith Mierzwa, Michelle Rozek, Laura S. Wolf, Gregory T. Taylor, Jeremy M.G. D'Silva, Nisha J. Clin Cancer Res Translational Cancer Mechanisms and Therapy 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. American Association for Cancer Research 2022-08-15 2022-05-26 /pmc/articles/PMC9560986/ /pubmed/35819260 http://dx.doi.org/10.1158/1078-0432.CCR-21-4543 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Translational Cancer Mechanisms and Therapy Schmitd, Ligia B. Perez-Pacheco, Cindy Bellile, Emily L. Wu, Weisheng Casper, Keith Mierzwa, Michelle Rozek, Laura S. Wolf, Gregory T. Taylor, Jeremy M.G. D'Silva, Nisha J. Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title | Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title_full | Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title_fullStr | Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title_full_unstemmed | Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title_short | Spatial and Transcriptomic Analysis of Perineural Invasion in Oral Cancer |
title_sort | spatial and transcriptomic analysis of perineural invasion in oral cancer |
topic | Translational Cancer Mechanisms and Therapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560986/ https://www.ncbi.nlm.nih.gov/pubmed/35819260 http://dx.doi.org/10.1158/1078-0432.CCR-21-4543 |
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