Association between Tumor Microbiome and Hypoxia across Anatomic Subsites of Head and Neck Cancers.
head and neck cancer
hypoxia
radiation therapy
the cancer genome atlas
Journal
International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791
Informations de publication
Date de publication:
08 Dec 2022
08 Dec 2022
Historique:
received:
20
10
2022
revised:
16
11
2022
accepted:
23
11
2022
entrez:
23
12
2022
pubmed:
24
12
2022
medline:
27
12
2022
Statut:
epublish
Résumé
Purpose/Objective(s): Microbiome has been shown to affect tumorigenesis by promoting inflammation. However, the association between the upper aerodigestive microbiome and head and neck squamous cell carcinoma (HNSCC) is not well established. Hypoxia is a modifiable factor associated with poor radiation response. Our study analyzed the HNSCC tumor samples from The Cancer Genome Atlas (TCGA) to investigate the relationship between different HNSCC tumor subsites, hypoxia, and local tumor microbiome composition. Results: A total of 357 patients were included [Oral cavity (OC) = 226, Oropharynx (OPx) = 53, and Larynx/Hypopharynx (LHPx) = 78], of which 12.8%, 71.7%, and 10.3%, respectively, were HPV positive. The mean (SD) hypoxia scores were 30.18 (11.10), 24.31 (14.13), and 29.53 (12.61) in OC, OPx, and LHPx tumors, respectively, with higher values indicating greater hypoxia. The hypoxia score was significantly higher for OC tumors compared to OPx (p = 0.044) and LHPx (p = 0.002). There was no significant correlation between hypoxia and HPV status. Pseudomonas sp. in OC, Actinomyces sp. and Sulfurimonas sp. in OPx, and Filifactor, Pseudomonas and Actinomyces sp. in LHPx had the strongest association with the hypoxia score. Materials/Methods: Tumor RNAseq samples from TCGA were processed, and the R package “tmesig” was used to calculate gene expression signature, including the Buffa hypoxia (BH) score, a validated hypoxia signature using 52 hypoxia-regulated genes. Microbe relative abundances were modeled with primary tumor location and a high vs. low tertile BH score applying a gamma-distributed generalized linear regression using the “stats” package in R, with adjusted p-value < 0.05 considered significant. Conclusions: In our study, oral cavity tumors were found to be more hypoxic compared to other head and neck subsites, which could potentially contribute to their radiation resistance. For each subsite, distinct microbial populations were over-represented in hypoxic tumors in a subsite-specific manner. Further studies focusing on an association between microbiome, hypoxia, and patient outcomes are warranted.
Identifiants
pubmed: 36555172
pii: ijms232415531
doi: 10.3390/ijms232415531
pmc: PMC9778747
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : NCI NIH HHS
ID : P30 CA016058
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1TR002733, R01CA255344
Pays : United States
Références
Pathol Oncol Res. 2015 Jul;21(3):527-34
pubmed: 25740073
Br J Cancer. 2010 Jan 19;102(2):428-35
pubmed: 20087356
Genome Med. 2021 Nov 4;13(1):176
pubmed: 34736529
Clin Breast Cancer. 2022 Apr;22(3):200-211
pubmed: 34625387
Nat Rev Dis Primers. 2020 Nov 26;6(1):92
pubmed: 33243986
Front Oncol. 2020 Apr 21;10:562
pubmed: 32373534
Cancer Cell. 2021 Oct 11;39(10):1317-1341
pubmed: 34506740
Front Cell Infect Microbiol. 2020 Jan 15;9:476
pubmed: 32010645
Genome Med. 2017 Feb 7;9(1):14
pubmed: 28173873
Br J Radiol. 2019 Jan;92(1093):20180047
pubmed: 29493265
Viruses. 2013 Feb 12;5(2):708-31
pubmed: 23403708
Acta Oncol. 2004;43(4):396-403
pubmed: 15303502
Clin Lab Med. 2014 Dec;34(4):711-9
pubmed: 25439271
Semin Cancer Biol. 2022 Nov;86(Pt 3):189-198
pubmed: 35276341
J Clin Pathol. 2002 Apr;55(4):244-65
pubmed: 11919208
Front Immunol. 2021 Feb 23;12:622064
pubmed: 33708214
Front Oncol. 2021 Jan 08;10:604965
pubmed: 33489911
Radiother Oncol. 2005 Oct;77(1):18-24
pubmed: 16098619
Cancer Cell. 2021 Sep 13;39(9):1202-1213.e6
pubmed: 34329585
Nat Genet. 2019 Feb;51(2):308-318
pubmed: 30643250