Integrating Clinical and Genetic Analysis of Perineural Invasion in Head and Neck Squamous Cell Carcinoma

被引:45
|
作者
Zhang, Ze [1 ,2 ,3 ]
Liu, Ruoyan [3 ,4 ]
Jin, Rui [1 ,2 ,3 ]
Fan, Yanling [3 ,5 ]
Li, Tingting [6 ]
Shuai, Yanjie [1 ,2 ,3 ]
Li, Xingchen [1 ,2 ,3 ]
Wang, Xudong [1 ,2 ,3 ]
Luo, Jingtao [1 ,2 ,3 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Dept Maxillofacial & Otorhinolaryngol Oncol, Tianjin, Peoples R China
[2] Tianjin Med Univ Canc Inst & Hosp, Key Lab Canc Prevent & Therapy, Natl Clin Res Ctr Canc, Tianjin, Peoples R China
[3] Tianjins Clin Res Ctr Canc, Tianjin, Peoples R China
[4] Tianjin Med Univ Canc Inst & Hosp, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Tianjin, Peoples R China
[5] Tianjin Med Univ Canc Inst & Hosp, Publ Lab, Natl Clin Res Ctr Canc, Tianjin, Peoples R China
[6] Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Guangzhou, Guangdong, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2019年 / 9卷
关键词
perineural invasion; HNSCC; WGCNA; TCGA; single-cell sequencing; CANCER; SPREAD; EXPRESSION; GROWTH; EMT; MECHANISMS;
D O I
10.3389/fonc.2019.00434
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Perineural invasion (PNI), a key pathological feature of head and neck squamous cell carcinoma (HNSCC), predicts poor survival. However, the associated clinical characteristics remain uncertain, and the molecular mechanisms are largely unknown. Materials and methods: HNSCC gene expression and corresponding clinical data were downloaded from The Cancer Genome Atlas (TOGA). Prognostic subgroup analysis was performed, and potential PNI risk factors were assessed with logistic regression. PNI-associated gene coexpression modules were identified with weighted gene coexpression network analysis (WGCNA), and key module gene functions and the roles of non-malignant cells in PNI were evaluated with a single-cell transcriptomic dataset (GSE103322). Results: PNI was significantly inversely associated with overall survival (HR, 2.08; 95% CI, 1.27 to 3.40; P = 0.004), especially in advanced patients (HR, 2.62; 95% CI, 1.48 to 4.64; P < 0.001). Age, gender, smoking history, and alcohol history were not risk factors. HPV-positive cases were less likely than HPV-negative cases to develop PNI (OR, 0.28; 95% CI, 0.09 to 0.76; P = 0.017). WGCNA identified a unique significantly PNI-associated coexpression module containing 357 genes, with 12 hub genes (TIMP2, MIR198, LAMA4, FAM198B, M1R4649, COL5A1, COL1A2, OLFML2B, MMP2, FBN1, ADAM12, and PDGFRB). Single-cell transcriptomic data analysis revealed that the genes in the PNI-associated module correlated with the signatures "EMT," "metastasis," and "invasion." Among non-malignant cells, fibroblasts had relatively high expression of the key genes. Conclusion: At the molecular and omic levels, we verified that PNI in HNSCC is a process of invasion rather than simple diffusion. Fibroblasts probably play an important role in PNI. Novelty & Impact Statements The study is a thorough analysis of PNI in HNSCC from the clinical level to the molecular level and presents the first description of cancer-related PM from the omics perspective to date as far as we know. We verified that PNI in HNSCC is a process of invasion rather than simple diffusion, at the molecular and omic levels. Fibroblasts were found to probably play an important role in PNI by analyzing single-cell transcriptomic data.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Integrins in head and neck squamous cell carcinoma invasion
    Dyce, OH
    Ziober, AF
    Weber, RS
    Miyazaki, K
    Khariwala, SS
    Feldman, M
    Ziober, BL
    LARYNGOSCOPE, 2002, 112 (11): : 2025 - 2032
  • [42] Is Perineural Invasion of Head and Neck Squamous Cell Carcinomas Linked to Tobacco Consumption?
    Baumeister, Philipp
    Welz, Christian
    Jacobi, Christian
    Reiter, Maximilian
    OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2018, 158 (05) : 878 - 881
  • [43] Genetic profile of head and neck squamous cell carcinoma: clinical implications
    Agada, F. O.
    Patmore, H.
    Alhamarneh, O.
    Stafford, N. D.
    Greenman, J.
    JOURNAL OF LARYNGOLOGY AND OTOLOGY, 2009, 123 (03): : 266 - 272
  • [44] Perineural Invasion As the Sole Pathologic Risk Factor After Surgical Resection for Head and Neck Squamous Cell Carcinoma
    Hughes, Ryan T.
    Farris, Joshua
    Steber, Cole
    Frizzell, Bart A.
    Greven, Kathryn M.
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2021, 13 (02)
  • [45] Nerve degeneration and its association with perineural invasion and inflammation in squamous cell carcinoma of the head and neck region.
    Rizvi, G
    Zahid, J
    Pu, CF
    JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2005, 64 (05): : 451 - 451
  • [46] Perineural invasion and perineural spread in periocular squamous cell carcinoma
    Tong, Jessica Y.
    Huilgol, Shyamala C.
    James, Craig
    Rajak, Saul
    Selva, Dinesh
    EYE, 2023, 37 (05) : 875 - 884
  • [47] Perineural invasion and perineural spread in periocular squamous cell carcinoma
    Jessica Y. Tong
    Shyamala C. Huilgol
    Craig James
    Saul Rajak
    Dinesh Selva
    Eye, 2023, 37 : 875 - 884
  • [48] Genetic analysis of head and neck squamous cell carcinoma and surrounding mucosa
    Stafford, ND
    Ashman, JNE
    MacDonald, AW
    Ell, SR
    Monson, JRT
    Greenman, J
    ARCHIVES OF OTOLARYNGOLOGY-HEAD & NECK SURGERY, 1999, 125 (12) : 1341 - 1348
  • [49] Perineural Invasion in Cutaneous Squamous Cell Carcinoma
    Perez Garcia, M. P.
    Mateu Puchades, A.
    Sanmartin Jimenez, O.
    ACTAS DERMO-SIFILIOGRAFICAS, 2019, 110 (06): : 426 - 433
  • [50] Cutaneous squamous cell carcinoma of the hand presenting as clinical perineural invasion
    Sarsam, Sera
    Gunatheesan, Shyamalar
    Mann, Nigel
    AUSTRALASIAN JOURNAL OF DERMATOLOGY, 2023, 64 : 78 - 79