Tumor-intrinsic and immune-related features associated with treatment failure in human papillomavirus-related oropharyngeal cancer

Malay K Sannigrahi, Lovely Raghav, Dominick J Rich, Travis P Schrank, Joseph A Califano, John N Lukens, Lova Sun, Iain M Morgan, Roger B Cohen, Alexander Lin, Xinyi Liu, Eric J Brown, Jianxin You, Lisa Mirabello, Sambit K Mishra, David Shimunov, Robert M Brody, Alexander T Pearson, Phyllis A Gimotty, Ahmed Diab, Jalal B Jalaly, Devraj Basu
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Abstract

Background Limited understanding of the biology predisposing certain human papillomavirus-related (HPV+) oropharyngeal squamous cell carcinomas (OPSCCs) to relapse impedes therapeutic personalization. We aimed to identify molecular traits that distinguish recurrence-prone tumors. Methods 50 HPV+ OPSCCs that later recurred (cases) and 50 non-recurrent controls matched for stage, therapy, and smoking history were RNA-sequenced. Groups were compared by gene set enrichment analysis, and select differences were validated by immunohistochemistry. Features discriminating groups were scored in each tumor using gene set variation analysis, and scores were evaluated for recurrence prediction ability. Results Cases downregulated pathways linked to anti-tumor immunity (FDR-adjusted p<.05) and contained fewer tumor-infiltrating lymphocytes (p<.001), including cytotoxic T-cells (p=.005). Cases also upregulated pathways related to cell division and other aspects of tumor progression. Upregulated and downregulated pathways were respectively used to define a tumor progression score (TPS) and immune suppression score (ISS) for each tumor. Correlation between TPS and ISS (r=.603, p<.001) was potentially explained by observed upregulation of DNA repair pathways in cases, which might enhance their progression directly and by limiting cytosolic DNA-induced inflammation. Accordingly, cases contained fewer double-strand breaks based on staining for phospho-RPA32 (p=.006) and γ-H2AX (p=.005) and downregulated the cytosolic DNA sensing pathway. A combined score derived from TPS and ISS optimized recurrence prediction and stratified survival in a manner generalizable to three external cohorts. Conclusions We describe a potential link in HPV+ OPSCCs between reduced DNA damage and other tumor-intrinsic and immune-related contributors to recurrence risk, opening opportunities to detect and target this high-risk biology.
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背景 对某些人乳头瘤病毒相关(HPV+)口咽鳞状细胞癌(OPSCC)易复发的生物学特性了解有限,这阻碍了个性化治疗。我们的目的是找出区分易复发肿瘤的分子特征。方法 对 50 例后来复发的 HPV+ OPSCC(病例)和 50 例在分期、治疗和吸烟史方面匹配的非复发对照组进行 RNA 测序。通过基因组富集分析对各组进行比较,并通过免疫组化验证所选差异。利用基因组变异分析对每种肿瘤的组别特征进行评分,并评估评分对复发的预测能力。结果 病例下调了与抗肿瘤免疫相关的通路(经 FDR 调整的 p<.05),并含有较少的肿瘤浸润淋巴细胞(p<.001),包括细胞毒性 T 细胞(p=.005)。病例还上调了与细胞分裂和肿瘤进展其他方面有关的通路。上调和下调的通路分别用于定义每个肿瘤的肿瘤进展评分(TPS)和免疫抑制评分(ISS)。TPS和ISS之间的相关性(r=.603,p<.001)可能是由于在病例中观察到的DNA修复通路上调,这可能会直接或通过限制细胞膜DNA诱导的炎症来促进其进展。因此,根据磷酸化-RPA32(p=.006)和γ-H2AX(p=.005)染色,病例中双链断裂较少,细胞膜DNA感应途径下调。由 TPS 和 ISS 得出的综合评分优化了复发预测并对生存率进行了分层,其方式可推广至三个外部队列。结论 我们描述了在HPV+ OPSCCs中,DNA损伤减少与其他肿瘤内在因素和免疫相关因素对复发风险的潜在联系,为检测和针对这种高风险生物学特性提供了机会。
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