Haemophilus pittmaniae and Leptotrichia spp. Constitute a Multi-Marker Signature in a Cohort of Human Papillomavirus-Positive Head and Neck Cancer Patients
Human papillomavirus (HPV) is a known etiological factor of oropharyngeal head and neck cancer (HNC). HPV positivity and periodontal disease have been associated with higher HNC risk, suggesting a role for oral bacterial species. Our objective was to determine oral microbiome profiles in HNC patient...
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Veröffentlicht in: | Frontiers in microbiology 2022-01, Vol.12, p.794546-794546 |
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Zusammenfassung: | Human papillomavirus (HPV) is a known etiological factor of oropharyngeal head and neck cancer (HNC). HPV positivity and periodontal disease have been associated with higher HNC risk, suggesting a role for oral bacterial species. Our objective was to determine oral microbiome profiles in HNC patients (HPV-positive and HPV-negative) and in healthy controls (HC).
Saliva samples and swabs of buccal mucosa, supragingival plaque, and tongue were collected from HNC patients (
= 23 patients,
= 92 samples) before cancer therapy. Next-generation sequencing (16S-rRNA gene V3-V4 region) was used to determine bacterial taxa relative abundance (RA). β-Diversities of HNC HPV+ (
= 16 patients,
= 64 samples) and HNC HPV- (
= 7 patients,
= 28 samples) groups were compared using PERMANOVA (pMonte Carlo < 0.05). LEfSe discriminant analysis was performed to identify differentiating taxa (Log LDA > 2.0). RA differences were analyzed by Mann-Whitney
-test (α = 0.05). CombiROC program was used to determine multi-marker bacterial signatures. The Microbial Interaction Network Database (MIND) and LitSuggest online tools were used for complementary analyses.
HNC vs. HC and HNC HPV+ vs. HNC HPV- β-diversities differed significantly (pMonte Carlo < 0.05).
was the most abundant genus for HNC and HC groups, while
and
were the most abundant species in HNC and HC patients, respectively, regardless of antibiotics treatment. LEfSe analysis identified 43 and 44 distinctive species for HNC HPV+ and HNC HPV- groups, respectively. In HNC HPV+ group, 26 periodontal disease-associated species identified by LefSe had a higher average RA compared to HNC HPV- group. The significant species included
,
,
,
, and
spp. (Mann-Whitney
-test,
< 0.05). Of 43 LEfSe-identified species in HPV+ group, 31 had a higher RA compared to HPV- group (Mann-Whitney
-test,
< 0.05). MIND analysis confirmed interactions between
and
spp., representing a multi-marker signature per CombiROC analysis [area under the curve (AUC) > 0.9]. LitSuggest correctly classified 15 articles relevant to oral microbiome and HPV status.
Oral microbiome profiles of HNC HPV+ and HNC HPV- patients differed significantly regarding periodontal-associated species. Our results suggest that oral bacterial species (e.g.,
spp.), possessing unique niches and invasive properties, coexist with HPV within HPV-induced oral lesions in HNC patients. Further investigation into host-microbe interactions in HPV-positive HNC patients may shed light into cancer d |
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ISSN: | 1664-302X 1664-302X |
DOI: | 10.3389/fmicb.2021.794546 |