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] Prognostic impact of perineural invasion in hypopharyngeal squamous cell carcinoma
    Joo, Young-Hoon
    Cho, Kwang-Jae
    Lee, Youn-Soo
    Kim, Sang-Yeon
    Kim, Min-Sik
    ACTA OTO-LARYNGOLOGICA, 2016, 136 (10) : 1069 - 1073
  • [42] Squamous and basal cell carcinoma with perineural invasion: pathophysiology and presentations
    Sherwani, Yousuf
    Aldana, Paola C.
    Khachemoune, Amor
    INTERNATIONAL JOURNAL OF DERMATOLOGY, 2022, 61 (06) : 653 - 659
  • [43] Prior chemoradiotherapy and pathological perineural invasion predict the survival outcomes of salvage surgery in head and neck squamous cell carcinoma
    Akali, Nisha Rajrattansingh
    Buggaveeti, Rahul
    Sukumaran, Sheejamol Velickakathu
    Balasubramanian, Deepak
    Iyer, Subramania
    Thankappan, Krishnakumar
    HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2021, 43 (03): : 874 - 883
  • [44] Prognostic Value of Perineural Invasion on Survival and Recurrence in Oral Squamous Cell Carcinoma
    Spoerl, Steffen
    Spoerl, Silvia
    Reil, Stephanie
    Gerken, Michael
    Ludwig, Nils
    Taxis, Juergen
    Fischer, Rene
    Ettl, Tobias
    Reichert, Torsten E.
    Spanier, Gerrit
    DIAGNOSTICS, 2022, 12 (05)
  • [45] Prognostic and predictive markers for perineural and bone invasion of oral squamous cell carcinoma
    Michalek, Jaroslav
    Brychtova, Svetlana
    Pink, Richard
    Dvorak, Zdenek
    BIOMEDICAL PAPERS-OLOMOUC, 2019, 163 (04): : 302 - 308
  • [46] Impact of Perineural Invasion in the Pathologically N0 Neck in Oral Cavity Squamous Cell Carcinoma
    Chinn, Steven B.
    Spector, Matthew E.
    Bellile, Emily L.
    McHugh, Jonathan B.
    Gernon, Thomas J.
    Bradford, Carol R.
    Wolf, Gregory T.
    Eisbruch, Avraham
    Chepeha, Douglas B.
    OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2013, 149 (06) : 893 - 899
  • [47] Perineural Invasion in Oral Squamous Cell Carcinoma: Quantitative Subcategorisation of Perineural Invasion and Prognostication
    Aivazian, Karina
    Ebrahimi, Ardalan
    Low, Tsu-Hui
    Gao, Kan
    Clifford, Anthony
    Shannon, Kerwin
    Clark, Jonathan R.
    Gupta, Ruta
    JOURNAL OF SURGICAL ONCOLOGY, 2015, 111 (03) : 352 - 358
  • [48] Cancer cell-derived novel periostin isoform promotes invasion in head and neck squamous cell carcinoma
    Wenhua, Shao
    Tsunematsu, Takaaki
    Umeda, Masaaki
    Tawara, Hiroaki
    Fujiwara, Natsumi
    Mouri, Yasuhiro
    Arakaki, Rieko
    Ishimaru, Naozumi
    Kudo, Yasusei
    CANCER MEDICINE, 2023, 12 (07): : 8510 - 8525
  • [49] Perineural and lymphovascular invasion in squamous cell carcinoma of the tongue
    Barrett, Andrew W.
    Pratt, Murray K.
    Sassoon, Isabel
    Bisase, Brian S.
    Newman, Laurence
    Tighe, John V.
    Norris, Paul M.
    Dhanda, Jag
    Gulati, Aakshay
    JOURNAL OF ORAL PATHOLOGY & MEDICINE, 2021, 50 (01) : 32 - 38
  • [50] Pretreatment pain predicts perineural invasion in oral squamous cell carcinoma: A prospective study
    Yeh, Chien-Fu
    Li, Wing-Yin
    Chu, Pen-Yuan
    Kao, Shou-Yen
    Chen, Ya-Wei
    Lee, Tsung-Lun
    Hsu, Yen-Bin
    Yang, Cheng-Chieh
    Tai, Shyh-Kuan
    ORAL ONCOLOGY, 2016, 61 : 115 - 119