Single-cell spatial architectures associated with clinical outcome in head and neck squamous cell carcinoma

被引:26
作者
Blise, Katie E. [1 ,2 ]
Sivagnanam, Shamilene [2 ,3 ]
Banik, Grace L. [3 ,4 ,5 ]
Coussens, Lisa M. [2 ,3 ]
Goecks, Jeremy [1 ,2 ]
机构
[1] Oregon Hlth & Sci Univ, Dept Biomed Engn, Portland, OR 97201 USA
[2] Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR 97201 USA
[3] Oregon Hlth & Sci Univ, Dept Cell Dev & Canc Biol, Portland, OR 97201 USA
[4] Oregon Hlth & Sci Univ, Otolaryngol Head & Neck Surg, Portland, OR 97201 USA
[5] Childrens Hosp Philadelphia, Div Otolaryngol, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
TUMOR-INFILTRATING LYMPHOCYTES; CANCER-ASSOCIATED FIBROBLASTS; TERTIARY LYMPHOID STRUCTURES; HUMAN-PAPILLOMAVIRUS; B-CELLS; IMMUNE MICROENVIRONMENT; T-CELLS; SURVIVAL; IMMUNOTHERAPY; CHEMORADIOTHERAPY;
D O I
10.1038/s41698-022-00253-z
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
There is increasing evidence that the spatial organization of cells within the tumor-immune microenvironment (TIME) of solid tumors influences survival and response to therapy in numerous cancer types. Here, we report results and demonstrate the applicability of quantitative single-cell spatial proteomics analyses in the TiME of primary and recurrent human papillomavirus (HPV)-negative head and neck squamous cell carcinoma (HNSCC) tumors. Single-cell compositions of a nine patient, primary and recurrent (n = 18), HNSCC cohort is presented, followed by deeper investigation into the spatial architecture of the TiME and its relationship with clinical variables and progression free survival (PFS). Multiple spatial algorithms were used to quantify the spatial landscapes of immune cells within TiMEs and demonstrate that neoplastic tumor-immune cell spatial compartmentalization, rather than mixing, is associated with longer PFS. Mesenchymal (alpha SMA(+)) cellular neighborhoods describe distinct immune landscapes associated with neoplastic tumor-immune compartmentalization and improved patient outcomes. Results from this investigation are concordant with studies in other tumor types, suggesting that trends in TIME cellular heterogeneity and spatial organization may be shared across cancers and may provide prognostic value in multiple cancer types.
引用
收藏
页数:14
相关论文
共 50 条
[41]   Immunotherapy for Head and Neck Squamous Cell Carcinoma [J].
Schoppy, David W. ;
Sunwoo, John B. .
HEMATOLOGY-ONCOLOGY CLINICS OF NORTH AMERICA, 2015, 29 (06) :1033-+
[42]   Profiles of immune cell infiltration and their clinical significance in head and neck squamous cell carcinoma [J].
Jin, Yu ;
Qin, Xing .
INTERNATIONAL IMMUNOPHARMACOLOGY, 2020, 82
[43]   Tumor-associated B cells and humoral immune response in head and neck squamous cell carcinoma [J].
Lechner, Axel ;
Schloesser, Hans A. ;
Thelen, Martin ;
Wennhold, Kerstin ;
Rothschild, Sacha, I ;
Gilles, Ramona ;
Quaas, Alexander ;
Siefer, Oliver G. ;
Huebbers, Christian U. ;
Cukuroglu, Engin ;
Goeke, Jonathan ;
Hillmer, Axel ;
Gathof, Birgit ;
Meyer, Moritz F. ;
Klussmann, Jens P. ;
Shimabukuro-Vornhagen, Alexander ;
Theurich, Sebastian ;
Beutner, Dirk ;
von Bergwelt-Baildon, Michael .
ONCOIMMUNOLOGY, 2019, 8 (03)
[44]   Single-cell RNA sequencing reveals TCR+ macrophages in HPV-related head and neck squamous cell carcinoma [J].
Jiang, Yourong ;
Zhang, Siwei ;
Tang, Lu ;
Li, Rui ;
Zhai, Jinglei ;
Luo, Suisui ;
Peng, Yiman ;
Chen, Xiaohang ;
Wei, Lanlan .
FRONTIERS IN IMMUNOLOGY, 2022, 13
[45]   Telomeric Repeat-Containing RNAs (TERRA) Decrease in Squamous Cell Carcinoma of the Head and Neck Is Associated with Worsened Clinical Outcome [J].
Vitelli, Valerio ;
Falvo, Paolo ;
Nergadze, Solomon G. ;
Santagostino, Marco ;
Khoriauli, Lela ;
Pellanda, Paola ;
Bertino, Giulia ;
Occhini, Antonio ;
Benazzo, Marco ;
Morbini, Patrizia ;
Paulli, Marco ;
Porta, Camillo ;
Giulotto, Elena .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (01)
[46]   New insights into human papillomavirus-associated head and neck squamous cell carcinoma [J].
Boscolo-Rizzo, P. ;
Del Mistro, A. ;
Bussu, F. ;
Lupato, V. ;
Baboci, L. ;
Almadori, G. ;
Da Mosto, M. C. ;
Paludetti, G. .
ACTA OTORHINOLARYNGOLOGICA ITALICA, 2013, 33 (02) :77-87
[47]   Update: Immunotherapeutic Strategies in HPV-Associated Head and Neck Squamous Cell Carcinoma [J].
Sun, Fangdi ;
Colevas, A. Dimitrios .
VIRUSES-BASEL, 2025, 17 (05)
[48]   Changing trends in human papillomavirus-associated head and neck squamous cell carcinoma [J].
Wang, Xiaohong Iris ;
Thomas, Jaiyeola ;
Zhang, Songlin .
ANNALS OF DIAGNOSTIC PATHOLOGY, 2012, 16 (01) :7-12
[49]   Machine learning explainability for survival outcome in head and neck squamous cell carcinoma [J].
Alabi, Rasheed Omobolaji ;
Makitie, Antti A. ;
Elmusrati, Mohammed ;
Almangush, Alhadi ;
Ehrsson, Ylva Tiblom ;
Laurell, Goran .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2025, 199
[50]   Molecular profiling of circulating tumor cells predicts clinical outcome in head and neck squamous cell carcinoma [J].
Tada, Hiroe ;
Takahashi, Hideyuki ;
Kuwabara-Yokobori, Yuki ;
Shino, Masato ;
Chikamatsu, Kazuaki .
ORAL ONCOLOGY, 2020, 102