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Sheehan DH, Asam K, Knight ND, Patel JJ, Stewart JA, Molina PA, Yi N, Viet CT, Aouizerat B, Silver N, Panuganti B, Thomas CM. Altered Bacteria Abundance Is Associated With Outcomes in Head and Neck Squamous Cell Carcinoma. Otolaryngol Head Neck Surg 2025. [PMID: 40226967 DOI: 10.1002/ohn.1262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 03/01/2025] [Accepted: 03/26/2025] [Indexed: 04/15/2025]
Abstract
OBJECTIVE To determine if microbiome differences exist in head and neck squamous cell carcinoma (HNSCC) based on high-risk pathologic features, smoking, and outcomes using The Cancer Microbiome Atlas (TCMA). STUDY DESIGN Database study. SETTING Database review. METHODS TCMA is a publicly available database containing curated, decontaminated microbial profiles for tumors from 1772 patients. The data were limited to microbiome profiles, survival, and clinicopathologic features for HNSCC patients. Phyloseq objects were created, low-read samples were removed, and differential abundance analysis (DAA) using Analysis of Compositions of Microbiomes with Bias Correction 2 (ANCOM-BC2) was performed. Statistical analysis was done in R (v4.3.1). RESULTS One hundred fifty-six patients with HNSCC were included from TCMA with a mean age of 59 (std 13, min 19, and max 90), 72% male (n = 113), and 91% white (n = 140). Primary sites encompassed oral cavity (n = 106, 68%), oropharynx (n = 26, 17%), and larynx/hypopharynx (n = 24, 15%). For all HNSCC in TCMA, rates of lymphovascular invasion were 17% (n = 26), perineural invasion, 34% (n = 53), and microscopic or gross extranodal extension (ENE), 19% (n = 30). DAA revealed significant changes in bacterial genera based on high-risk pathologic features, smoking status, vital status, and disease-specific survival (DSS). Genera observed with ANCOM-BC2 include Scardovia, Alloscardovia, Lactobacillus, and Corynebacterium genera for vital status and DSS. CONCLUSION Changes in the relative abundance of select intratumoral bacterial genera are associated with adverse pathologic features, DSS, and vital status in HNSCC. Shifts in the microbiome need further investigation to determine if they can provide any mechanistic insight or predictive role.
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Affiliation(s)
- Delaney H Sheehan
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Kesava Asam
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, New York, USA
- Translational Research Center, New York University College of Dentistry, New York, New York, USA
| | - Nicolaus D Knight
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Juhi J Patel
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - James A Stewart
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Patrick A Molina
- Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Nengjun Yi
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Chi T Viet
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, Loma Linda, California, USA
| | - Brad Aouizerat
- Department of Oral and Maxillofacial Surgery, New York University College of Dentistry, New York, New York, USA
- Translational Research Center, New York University College of Dentistry, New York, New York, USA
| | - Natalie Silver
- Department of Otolaryngology-Head and Neck Surgery/Center for Immunotherapy & Precision Immuno-Oncology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Bharat Panuganti
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Carissa M Thomas
- Department of Otolaryngology-Head and Neck Surgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Raudenská M, Bugajová M, Kalfeřt D, Plzák J, Šubrt A, Tesařová P, Masařík M. The interplay between microbiome and host factors in pathogenesis and therapy of head and neck cancer. Biochim Biophys Acta Rev Cancer 2024; 1879:189216. [PMID: 39542383 DOI: 10.1016/j.bbcan.2024.189216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 11/06/2024] [Accepted: 11/06/2024] [Indexed: 11/17/2024]
Abstract
Heterogeneous cancers that lack strong driver mutations with high penetrance, such as head and neck squamous cell carcinoma (HNSCC), present unique challenges to understanding their aetiology due to the complex interactions between genetics and environmental factors. The interplay between lifestyle factors (such as poor oral hygiene, smoking, or alcohol consumption), the oral and gut microbiome, and host genetics appears particularly important in the context of HNSCC. The complex interplay between the gut microbiota and cancer treatment outcomes has also received increasing attention in recent years. This review article describes the bidirectional communication between the host and the oral/gut microbiome, focusing on microbiome-derived metabolites and their impact on systemic immune responses and the modulation of the tumour microenvironment. In addition, we review the role of host lifestyle factors in shaping the composition of the oral/gut microbiota and its impact on cancer progression and therapy. Overall, this review highlights the rationality of considering the oral/gut microbiota as a critical determinant of cancer therapy outcomes and points to therapeutic opportunities offered by targeting the oral/gut microbiota in the management of HNSCC.
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Affiliation(s)
- Martina Raudenská
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University/Kamenice 5, CZ-625 00 Brno, Czech Republic; Department of Physiology, Faculty of Medicine, Masaryk University/Kamenice 5, 62500 Brno, Czech Republic
| | - Maria Bugajová
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University/Kamenice 5, CZ-625 00 Brno, Czech Republic
| | - David Kalfeřt
- Department of Otorhinolaryngology and Head and Neck Surgery, University Hospital Motol, First Faculty of Medicine, Charles University, V Uvalu 84, 15006 Prague, Czech Republic
| | - Jan Plzák
- Department of Otorhinolaryngology and Head and Neck Surgery, University Hospital Motol, First Faculty of Medicine, Charles University, V Uvalu 84, 15006 Prague, Czech Republic
| | - Adam Šubrt
- Department of Oncology, Institute of Radiation Oncology, First Faculty of Medicine, Charles University and Bulovka University Hospital, Prague, Czech Republic
| | - Petra Tesařová
- Department of Oncology, Institute of Radiation Oncology, First Faculty of Medicine, Charles University and Bulovka University Hospital, Prague, Czech Republic
| | - Michal Masařík
- Department of Pathological Physiology, Faculty of Medicine, Masaryk University/Kamenice 5, CZ-625 00 Brno, Czech Republic; Department of Physiology, Faculty of Medicine, Masaryk University/Kamenice 5, 62500 Brno, Czech Republic; International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; Institute of Pathophysiology, First Faculty of Medicine, Charles University, U Nemocnice 5, CZ-128 53 Prague, Czech Republic.
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Yeo K, Wu F, Li R, Smith E, Wormald PJ, Valentine R, Psaltis AJ, Vreugde S, Fenix K. Is Short-Read 16S rRNA Sequencing of Oral Microbiome Sampling a Suitable Diagnostic Tool for Head and Neck Cancer? Pathogens 2024; 13:826. [PMID: 39452698 PMCID: PMC11510575 DOI: 10.3390/pathogens13100826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/20/2024] [Accepted: 09/23/2024] [Indexed: 10/26/2024] Open
Abstract
The oral microbiome, studied by sampling the saliva or by oral rinse, has been long thought to have diagnostic capacity for head and neck cancers (HNC). However, previous reports on the HNC oral microbiome provide inconsistent results. The aim of this study is to consolidate these datasets and determine the oral microbial composition between HNC patients to healthy and premalignant individuals. We analyzed 16 published head and neck cancer (HNC) short-read 16S rRNA sequencing datasets, specifically targeting the V3V4, V4 and V4V5 regions. These datasets included saliva and oral rinse samples from donors with HNC, as well as from healthy and premalignant donors. Differences in diversities and microbial abundance were determined. HNC saliva displayed lower alpha diversity than healthy donors. In contrast, the opposite trend was observed for oral rinse samples. Beta diversity scores were largely similar across different patient types. Similar oral phyla were detected for all samples, but proportions were largely dependent on sample type (i.e., saliva or oral rinse) and primer set utilized for 16S rRNA sequencing. Neisseria, Leptotrichia and Megasphaera were elevated in healthy saliva, while Mycoplasma was elevated in HNC saliva. Oral rinse and saliva displayed similar enrichment for Fusobacterium, while Veillonella, Alloprevotella, and Campylobacter showed conflicting results. The sparse partial least squares discriminant analysis model performed effectively in discriminating HNC from healthy or premalignant patients using V3V4 saliva (AUC = 0.888) and V3V4 oral rinse (AUC = 0.928), while poor discriminative capacity was observed for V4 saliva (AUC = 0.688). In conclusion, our meta-analysis highlighted the limitations of 16S rRNA sequencing, particularly due to variations across study batches, primer sets (i.e., V3V4, V4), and sample types. Hence, caution should be exercised when interpreting 16S rRNA sequencing results across studies, especially when different primer sets and sample types are used.
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Affiliation(s)
- Kenny Yeo
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia;
| | - Fangmeinuo Wu
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Haematology and Oncology, Basil Hetzel Institute for Translational Health Research and the Queen Elizabeth Hospital, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia
| | - Runhao Li
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Haematology and Oncology, Basil Hetzel Institute for Translational Health Research and the Queen Elizabeth Hospital, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia
| | - Eric Smith
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Haematology and Oncology, Basil Hetzel Institute for Translational Health Research and the Queen Elizabeth Hospital, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia
| | - Peter-John Wormald
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide, Adelaide, SA 5000, Australia;
| | - Rowan Valentine
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia;
| | - Alkis James Psaltis
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia;
| | - Sarah Vreugde
- Discipline of Surgery, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5000, Australia; (F.W.); (R.L.); (E.S.); (A.J.P.); (S.V.)
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia;
| | - Kevin Fenix
- Department of Surgery-Otolaryngology Head and Neck Surgery, The University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Woodville South, SA 5011, Australia;
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Sheridan M, Chowdhury N, Wellslager B, Oleinik N, Kassir MF, Lee HG, Engevik M, Peterson Y, Pandruvada S, Szulc ZM, Yilmaz Ö, Ogretmen B. Opportunistic pathogen Porphyromonas gingivalis targets the LC3B-ceramide complex and mediates lethal mitophagy resistance in oral tumors. iScience 2024; 27:109860. [PMID: 38779482 PMCID: PMC11108982 DOI: 10.1016/j.isci.2024.109860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 02/29/2024] [Accepted: 04/27/2024] [Indexed: 05/25/2024] Open
Abstract
Mechanisms by which Porphyromonas gingivalis (P. gingivalis) infection enhances oral tumor growth or resistance to cell death remain elusive. Here, we determined that P. gingivalis infection mediates therapeutic resistance via inhibiting lethal mitophagy in cancer cells and tumors. Mechanistically, P. gingivalis targets the LC3B-ceramide complex by associating with LC3B via bacterial major fimbriae (FimA) protein, preventing ceramide-dependent mitophagy in response to various therapeutic agents. Moreover, ceramide-mediated mitophagy is induced by Annexin A2 (ANXA2)-ceramide association involving the E142 residue of ANXA2. Inhibition of ANXA2-ceramide-LC3B complex formation by wild-type P. gingivalis prevented ceramide-dependent mitophagy. Moreover, a FimA-deletion mutant P. gingivalis variant had no inhibitory effects on ceramide-dependent mitophagy. Further, 16S rRNA sequencing of oral tumors indicated that P. gingivalis infection altered the microbiome of the tumor macroenvironment in response to ceramide analog treatment in mice. Thus, these data provide a mechanism describing the pro-survival roles of P. gingivalis in oral tumors.
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Affiliation(s)
- Megan Sheridan
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Nityananda Chowdhury
- Department of Oral Health Sciences, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Bridgette Wellslager
- Department of Oral Health Sciences, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Natalia Oleinik
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Mohamed Faisal Kassir
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Han G. Lee
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Mindy Engevik
- Department of Regenerative Medicine, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Yuri Peterson
- Department of Drug Discovery and Biomedical Sciences, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Subramanya Pandruvada
- Department of Oral Health Sciences, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Zdzislaw M. Szulc
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Özlem Yilmaz
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Department of Oral Health Sciences, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
| | - Besim Ogretmen
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
- Hollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas Street, Charleston, SC 29425, USA
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Yalamarty R, Magesh S, John D, Chakladar J, Li WT, Brumund KT, Wang-Rodriguez J, Ongkeko WM. The intratumor microbiome varies by geographical location and anatomical site in head and neck squamous cell carcinoma. Curr Probl Cancer 2024; 50:101100. [PMID: 38820649 DOI: 10.1016/j.currproblcancer.2024.101100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 03/29/2024] [Accepted: 04/25/2024] [Indexed: 06/02/2024]
Abstract
Head and Neck Squamous Cell Carcinoma (HNSCC) is a highly heterogeneous cancer that is characterized by distinct phenotypes based on anatomical site and etiological agents. Recently, the intratumor microbiome has been implicated in cancer pathogenesis and progression. Although it is well established that the gut microbiome varies with geographical location and is highly influenced by factors such as diet, environment, and genetics, the intratumor microbiome is not very well characterized. In this review, we aim to characterize the HNSCC intratumor microbiome by geographical location and anatomical site. We conducted a review of primary literature from PubMed and assessed studies based on relevancy and recency. To the best of our knowledge, we are the first to comprehensively examine the tumor microenvironment of HNSCC with respect to these two primary factors on a large scale. Our results suggest that there are unique bacterial and fungal biomarkers for HNSCC for each of the following geographical locations: North America, Asia, Europe, Australia, and Africa. We also identified a panel of microbial biomarkers that are unique to two primary HNSCC anatomic sites, as well as microbial biomarkers associated with various etiological agents of HNSCC. Future study of these microbes may improve HNSCC diagnostic and therapeutic modalities by accounting for differences based on geographic regions and anatomical sites.
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Affiliation(s)
- Rishabh Yalamarty
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA
| | - Shruti Magesh
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA
| | - Daniel John
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA
| | - Jaideep Chakladar
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA
| | - Wei Tse Li
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA; University of California San Francisco School of Medicine, San Francisco, CA 94143, USA
| | - Kevin T Brumund
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Division of Head and Neck Surgery, Department of Surgery, VA San Diego Healthcare System, San Diego, CA 92161, USA
| | - Jessica Wang-Rodriguez
- Pathology Service, VA San Diego Healthcare System, San Diego, CA 92161, USA; Department of Pathology, UC San Diego School of Medicine, San Diego, CA 92093, USA
| | - Weg M Ongkeko
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California, San Diego, CA 92093, USA; Research Service, VA San Diego Healthcare System, San Diego, CA 92161, USA.
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Oberste M, Böse BE, Dos Anjos Borges LG, Junca H, Plumeier I, Kahl S, Simon F, Beule AG, Rudack C, Pieper DH. Effects of squamous cell carcinoma and smoking status on oropharyngeal and laryngeal microbial communities. Head Neck 2024; 46:145-160. [PMID: 37905455 DOI: 10.1002/hed.27562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 10/07/2023] [Accepted: 10/16/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND Still, little is known about microbial dysbiosis in oropharyngeal and laryngeal tissue as risk factor for development of local squamous cell carcinoma. The site-specific microbiota at these regions in healthy and cancer tissue and their modulation by environmental factors need to be defined. METHODS The local microbiota of cancer tissue and healthy controls was profiled by 16S rRNA gene amplicon sequencing and statistical analysis using 111 oropharyngeal and 72 laryngeal intraoperative swabs. RESULTS Oropharynx and larynx harbor distinct microbial communities. Clear effects of both smoking and cancer were seen in the oropharynx whereas effects in the larynx were minor. CONCLUSION The distinct microbial communities at larynx and oropharynx partially explain why the effects of cancer and smoking were distinct at those sites. Thus, the use of microbiota supposed to mirror community changes in another target location should be avoided and more studies on the actual cancerous environment are necessary.
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Affiliation(s)
- Maximilian Oberste
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital of Münster, Münster, Germany
| | - Brit Elisabeth Böse
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital of Münster, Münster, Germany
| | | | - Howard Junca
- Research Group Microbial Interactions and Processes, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Iris Plumeier
- Research Group Microbial Interactions and Processes, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Silke Kahl
- Research Group Microbial Interactions and Processes, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Frank Simon
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital of Münster, Münster, Germany
| | - Achim Georg Beule
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital of Münster, Münster, Germany
| | - Claudia Rudack
- Department of Otorhinolaryngology - Head and Neck Surgery, University Hospital of Münster, Münster, Germany
| | - Dietmar H Pieper
- Research Group Microbial Interactions and Processes, Helmholtz Centre for Infection Research, Braunschweig, Germany
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Okolo O, Honzel E, Britton WR, Yu VX, Flashner S, Martin C, Nakagawa H, Parikh AS. Experimental Modeling of Host-Bacterial Interactions in Head and Neck Squamous Cell Carcinoma. Cancers (Basel) 2023; 15:5810. [PMID: 38136355 PMCID: PMC10742111 DOI: 10.3390/cancers15245810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 12/05/2023] [Indexed: 12/24/2023] Open
Abstract
The microscopic species colonizing the human body, collectively referred to as the microbiome, play a crucial role in the maintenance of tissue homeostasis, immunity, and the development of disease. There is evidence to suggest associations between alterations in the microbiome and the development of head and neck squamous cell carcinomas (HNSCC). The use of two-dimensional (2D) modeling systems has made significant strides in uncovering the role of microbes in carcinogenesis; however, direct mechanistic links remain in their infancy. Patient-derived three-dimensional (3D) HNSCC organoid and organotypic models have recently been described. Compared to 2D models, 3D organoid culture systems effectively capture the genetic and epigenetic features of parent tissue in a patient-specific manner and may offer a more nuanced understanding of the role of host-microbe responses in carcinogenesis. This review provides a topical literature review assessing the current state of the field investigating the role of the microbiome in HNSCC; including in vivo and in vitro modeling methods that may be used to characterize microbiome-epithelial interactions.
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Affiliation(s)
- Ogoegbunam Okolo
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Columbia Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10027, USA;
| | - Emily Honzel
- Columbia Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10027, USA;
| | - William R. Britton
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Columbia Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10027, USA;
| | - Victoria X. Yu
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Department of Otolaryngology-Head and Neck Surgery, Columbia University, New York, NY 10027, USA
| | - Samuel Flashner
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
| | - Cecilia Martin
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Organoid and Cell Culture Core, Columbia University Digestive and Liver Diseases Research Center, Columbia University, New York, NY 10027, USA
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University, New York, NY 10027, USA
| | - Hiroshi Nakagawa
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Organoid and Cell Culture Core, Columbia University Digestive and Liver Diseases Research Center, Columbia University, New York, NY 10027, USA
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University, New York, NY 10027, USA
| | - Anuraag S. Parikh
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY 10027, USA; (O.O.); (W.R.B.); (V.X.Y.); (S.F.); (C.M.); (H.N.)
- Department of Otolaryngology-Head and Neck Surgery, Columbia University, New York, NY 10027, USA
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Hu M, Coleman S, Fadlullah MZH, Spakowicz D, Chung CH, Tan AC. Deciphering the Tumor-Immune-Microbe Interactions in HPV-Negative Head and Neck Cancer. Genes (Basel) 2023; 14:1599. [PMID: 37628651 PMCID: PMC10454300 DOI: 10.3390/genes14081599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/01/2023] [Accepted: 08/06/2023] [Indexed: 08/27/2023] Open
Abstract
Patients with human papillomavirus-negative head and neck squamous cell carcinoma (HPV-negative HNSCC) have worse outcomes than HPV-positive HNSCC. In our study, we used a published dataset and investigated the microbes enriched in molecularly classified tumor groups. We showed that microbial signatures could distinguish Hypoxia/Immune phenotypes similar to the gene expression signatures. Furthermore, we identified three highly-correlated microbes with immune processes that are crucial for immunotherapy response. The survival of patients in a molecularly heterogenous group shows significant differences based on the co-abundance of the three microbes. Overall, we present evidence that tumor-associated microbiota are critical components of the tumor ecosystem that may impact tumor microenvironment and immunotherapy response. The results of our study warrant future investigation to experimentally validate the conclusions, which have significant impacts on clinical decision-making, such as treatment selection.
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Affiliation(s)
- Min Hu
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA; (M.H.); (S.C.); (M.Z.H.F.)
| | - Samuel Coleman
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA; (M.H.); (S.C.); (M.Z.H.F.)
| | | | - Daniel Spakowicz
- Pelotonia Institute for Immuno-Oncology and Division of Medical Oncology, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA;
| | - Christine H. Chung
- Department of Head and Neck Endocrine Oncology, Moffitt Cancer Center, Tampa, FL 33612, USA;
| | - Aik Choon Tan
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA; (M.H.); (S.C.); (M.Z.H.F.)
- Department of Biomedical Informatics, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
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9
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Wu S, Cheng L, Pennhag AAL, Seifert M, Guðnadóttir U, Engstrand L, Mints M, Andersson S, Du J. The salivary microbiota is altered in cervical dysplasia patients and influenced by conization. IMETA 2023; 2:e108. [PMID: 38867925 PMCID: PMC10989756 DOI: 10.1002/imt2.108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/30/2023] [Accepted: 04/16/2023] [Indexed: 06/14/2024]
Abstract
This study supports the correlation between the salivary microbiota and cervical dysplasia and suggests that smoking influences the salivary microbiota.
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Affiliation(s)
- Shengru Wu
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
- College of Animal Science and TechnologyNorthwest A&F UniversityYanglingChina
| | - Liqin Cheng
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
| | - Alexandra A. L. Pennhag
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
| | - Maike Seifert
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
| | - Unnur Guðnadóttir
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
| | - Lars Engstrand
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
- Science for Life LaboratoryKarolinska InstituteStockholmSweden
| | - Miriam Mints
- Department of Women's and Children's HealthKarolinska InstituteStockholmSweden
| | - Sonia Andersson
- Department of Women's and Children's HealthKarolinska InstituteStockholmSweden
| | - Juan Du
- Department of Microbiology, Tumor and Cell Biology, Centre for Translational Microbiome ResearchKarolinska InstituteStockholmSweden
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10
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Rinecker J, Roesch R, Krippgans S, Nieberler M, Stark L, Stangl S, Haller B, Fritsche K, Multhoff G, Knopf A, Winter C, Wollenberg B, Wirth M. Comparing TIMP-1 and Hsp70 in Blood and Saliva as Potential Prognostic Markers in HNSCC. Biomedicines 2022; 10:biomedicines10123225. [PMID: 36551979 PMCID: PMC9775946 DOI: 10.3390/biomedicines10123225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/28/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
Abstract
(1) Background: Currently, there is no clinically used liquid biomarker in head and neck squamous cell carcinoma (HNSCC) patients. One reason could be the limited shedding of tumor material in early disease stages. Molecular diagnostics assessing both blood and especially saliva could potentially improve the accuracy of biomarkers. In this prospective study, two markers, tissue inhibitor of metalloprotease-1 (TIMP-1) and heat shock protein 70 (Hsp70), were analyzed in HNSCC patients. The purpose of the study was to evaluate differences between saliva and serum as sample material. Further, their prognostic and predictive value and usefulness for early detection was assessed. (2) Methods: A total of 73 HNSCC patients were prospectively monitored by collecting blood and saliva before, during, and after therapy, as well as in the follow-up period between 2018 and 2021. In total, 212 serum and 194 saliva samples were collected. A control group consisting of 40 subjects (15 patients with local infections in the head and neck area and 25 without infections) were examined as well. The collected samples were evaluated for the two proteins by using an enzyme-linked immunosorbent assay (ELISA). (3) RESULTS: The TIMP-1 concentration correlated significantly in blood and saliva, whereas the Hsp70 concentration did not. Saliva TIMP-1 was significantly higher in tumor patients compared to the control group (p = 0.013). High pretreatment TIMP-1 saliva levels were associated with significantly poorer disease-free survival (DFS) (p = 0.02). A high saliva TIMP-1/Hsp70 ratio was significantly associated with poorer DFS (HR: 1.4; 95% CI: 1.04-1.88; p = 0.026) and a high TIMP-1 serum concentration was significantly associated with poorer PFS (HR: 1.9; 95% CI: 1.2, 2.8; p = 0.003) and poorer overall survival (OS) (HR: 2.9; 95% CI: 1.4, 5.9; p = 0.003) in the Cox proportional hazards model. The saliva TIMP-1 to Hsp70 ratio was significantly higher at the time of recurrence (p = 0.015). Conclusion: TIMP-1 in serum is a promising prognostic marker for HNSCC. Saliva TIMP-1 and the saliva TIMP-1 to Hsp70 ratio provides additional information on the disease-free survival.
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Affiliation(s)
- Jakob Rinecker
- Department of Otorhinolaryngology, Head and Neck Surgery, Technical, School of Medicine, University of Munich, 81675 Munich, Germany
| | - Romina Roesch
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Sara Krippgans
- Department of Oral and Maxillofacial Surgery, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Markus Nieberler
- Department of Oral and Maxillofacial Surgery, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Leonhard Stark
- Department of Otorhinolaryngology, Head and Neck Surgery, Technical, School of Medicine, University of Munich, 81675 Munich, Germany
| | - Stefan Stangl
- Department of Radiation Oncology, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Bernhard Haller
- Institute of AI and Informatics in Medicine, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Kristin Fritsche
- Department of Vascular and Endovascular Surgery, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Gabriele Multhoff
- Department of Radiation Oncology, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Andreas Knopf
- Department of Otolaryngology Head and Neck Surgery, Albert—Ludwigs-University of Freiburg, 79106 Freiburg im Breisgau, Germany
| | - Christof Winter
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Barbara Wollenberg
- Department of Otorhinolaryngology, Head and Neck Surgery, Technical, School of Medicine, University of Munich, 81675 Munich, Germany
| | - Markus Wirth
- Department of Otorhinolaryngology, Head and Neck Surgery, Technical, School of Medicine, University of Munich, 81675 Munich, Germany
- Correspondence:
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11
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Reis Ferreira M, Pasto A, Ng T, Patel V, Guerrero Urbano T, Sears C, Wade WG. The microbiota and radiotherapy for head and neck cancer: What should clinical oncologists know? Cancer Treat Rev 2022; 109:102442. [PMID: 35932549 DOI: 10.1016/j.ctrv.2022.102442] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/25/2022] [Accepted: 07/27/2022] [Indexed: 11/23/2022]
Abstract
Radiotherapy is a linchpin in head and neck squamous cell carcinoma (HN-SCC) treatment. Modulating tumour and/or normal tissue biology offers opportunities to further develop HN-SCC radiotherapy. The microbiota, which can exhibit homeostatic properties and be a modulator of immunity, has recently received considerable interest from the Oncology community. Microbiota research in head and neck oncology has also flourished. However, available data are difficult to interpret for clinical and radiation oncologists. In this review, we focus on how microbiota research can contribute to the improvement of radiotherapy for HN-SCC, focusing on how current and future research can be translated back to the clinic. We include in-depth discussions about the microbiota, its multiple habitats and relevance to human physiology, mechanistic interactions with HN-SCC, available evidence on microbiota and HNC oncogenesis, efficacy and toxicity of treatment. We discuss clinically-relevant areas such as the role of the microbiota as a predictive and prognostic biomarker, as well as the potential of leveraging the microbiota and its interactions with immunity to improve treatment results. Importantly, we draw parallels with other cancers where research is more mature. We map out future directions of research and explain clinical implications in detail.
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Affiliation(s)
- Miguel Reis Ferreira
- King's College London, London, UK; Guys and St Thomas NHS Foundation Trust, London, UK.
| | | | - Tony Ng
- King's College London, London, UK
| | - Vinod Patel
- King's College London, London, UK; Guys and St Thomas NHS Foundation Trust, London, UK
| | | | - Cynthia Sears
- Johns Hopkins University School of Medicine and the Bloomberg School of Public Health, Baltimore, USA
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12
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Herremans KM, Riner AN, Cameron ME, McKinley KL, Triplett EW, Hughes SJ, Trevino JG. The oral microbiome, pancreatic cancer and human diversity in the age of precision medicine. MICROBIOME 2022; 10:93. [PMID: 35701831 PMCID: PMC9199224 DOI: 10.1186/s40168-022-01262-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 03/23/2022] [Indexed: 05/09/2023]
Abstract
Pancreatic cancer is a deadly disease with limited diagnostic and treatment options. Not all populations are affected equally, as disparities exist in pancreatic cancer prevalence, treatment and outcomes. Recently, next-generation sequencing has facilitated a more comprehensive analysis of the human oral microbiome creating opportunity for its application in precision medicine. Oral microbial shifts occur in patients with pancreatic cancer, which may be appreciated years prior to their diagnosis. In addition, pathogenic bacteria common in the oral cavity have been found within pancreatic tumors. Despite these findings, much remains unknown about how or why the oral microbiome differs in patients with pancreatic cancer. As individuals develop, their oral microbiome reflects both their genotype and environmental influences. Genetics, race/ethnicity, smoking, socioeconomics and age affect the composition of the oral microbiota, which may ultimately play a role in pancreatic carcinogenesis. Multiple mechanisms have been proposed to explain the oral dysbiosis found in patients with pancreatic cancer though they have yet to be confirmed. With a better understanding of the interplay between the oral microbiome and pancreatic cancer, improved diagnostic and therapeutic approaches may be implemented to reduce healthcare disparities. Video Abstract.
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Affiliation(s)
- Kelly M. Herremans
- Department of Surgery, University of Florida College of Medicine, P.O. Box 100286, Gainesville, FL 32610 USA
| | - Andrea N. Riner
- Department of Surgery, University of Florida College of Medicine, P.O. Box 100286, Gainesville, FL 32610 USA
| | - Miles E. Cameron
- Department of Surgery, University of Florida College of Medicine, P.O. Box 100286, Gainesville, FL 32610 USA
| | - Kelley L. McKinley
- Department of Microbiology and Cell Science, University of Florida, P.O. Box 110700, Gainesville, FL 32611-0700 USA
| | - Eric W. Triplett
- Department of Microbiology and Cell Science, University of Florida, P.O. Box 110700, Gainesville, FL 32611-0700 USA
| | - Steven J. Hughes
- Department of Surgery, University of Florida College of Medicine, P.O. Box 100286, Gainesville, FL 32610 USA
| | - Jose G. Trevino
- Division of Surgical Oncology, Virginia Commonwealth University, 1200 E Broad St, Richmond, VA 23298-0645 USA
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13
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Saxena R, Prasoodanan P K V, Gupta SV, Gupta S, Waiker P, Samaiya A, Sharma AK, Sharma VK. Assessing the Effect of Smokeless Tobacco Consumption on Oral Microbiome in Healthy and Oral Cancer Patients. Front Cell Infect Microbiol 2022; 12:841465. [PMID: 35433507 PMCID: PMC9009303 DOI: 10.3389/fcimb.2022.841465] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 03/02/2022] [Indexed: 01/19/2023] Open
Abstract
Oral cancer is a globally widespread cancer that features among the three most prevalent cancers in India. The risk of oral cancer is elevated by factors such as tobacco consumption, betel-quid chewing, excessive alcohol consumption, unhygienic oral condition, sustained viral infections, and also due to dysbiosis in microbiome composition of the oral cavity. Here, we performed an oral microbiome study of healthy and oral cancer patients to decipher the microbial dysbiosis due to the consumption of smokeless-tobacco-based products and also revealed the tobacco-associated microbiome. The analysis of 196 oral microbiome samples from three different oral sites of 32 healthy and 34 oral squamous cell carcinoma (OSCC) patients indicated health status, site of sampling, and smokeless tobacco consumption as significant covariates associated with oral microbiome composition. Significant similarity in oral microbiome composition of smokeless-tobacco-consuming healthy samples and OSCC samples inferred the possible role of smokeless tobacco consumption in increasing inflammation-associated species in oral microbiome. Significantly higher abundance of Streptococcus was found to adequately discriminate smokeless-tobacco-non-consuming healthy samples from smokeless-tobacco-consuming healthy samples and contralateral healthy site of OSCC samples from the tumor site of OSCC samples. Comparative analysis of oral microbiome from another OSCC cohort also confirmed Streptococcus as a potential marker for healthy oral microbiome. Gram-negative microbial genera such as Prevotella, Capnocytophaga, and Fusobacterium were found to be differentially abundant in OSCC-associated microbiomes and can be considered as potential microbiome marker genera for oral cancer. Association with lipopolysaccharide (LPS) biosynthesis pathway further confirms the differential abundance of Gram-negative marker genera in OSCC microbiomes.
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Affiliation(s)
- Rituja Saxena
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Vishnu Prasoodanan P K
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Sonia Vidushi Gupta
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Sudheer Gupta
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Prashant Waiker
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Atul Samaiya
- Department of Surgical Oncology, Bansal Hospital, Bhopal, India
| | - Ashok K. Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
- Department of Gastroenterology, Inflammatory Bowel & Immunology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, United States
| | - Vineet K. Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
- *Correspondence: Vineet K. Sharma,
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14
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Saxena R, Prasoodanan P K V, Gupta SV, Gupta S, Waiker P, Samaiya A, Sharma AK, Sharma VK. Assessing the Effect of Smokeless Tobacco Consumption on Oral Microbiome in Healthy and Oral Cancer Patients. Front Cell Infect Microbiol 2022. [PMID: 35433507 DOI: 10.3389/fcimb.2022.841465/full] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023] Open
Abstract
Oral cancer is a globally widespread cancer that features among the three most prevalent cancers in India. The risk of oral cancer is elevated by factors such as tobacco consumption, betel-quid chewing, excessive alcohol consumption, unhygienic oral condition, sustained viral infections, and also due to dysbiosis in microbiome composition of the oral cavity. Here, we performed an oral microbiome study of healthy and oral cancer patients to decipher the microbial dysbiosis due to the consumption of smokeless-tobacco-based products and also revealed the tobacco-associated microbiome. The analysis of 196 oral microbiome samples from three different oral sites of 32 healthy and 34 oral squamous cell carcinoma (OSCC) patients indicated health status, site of sampling, and smokeless tobacco consumption as significant covariates associated with oral microbiome composition. Significant similarity in oral microbiome composition of smokeless-tobacco-consuming healthy samples and OSCC samples inferred the possible role of smokeless tobacco consumption in increasing inflammation-associated species in oral microbiome. Significantly higher abundance of Streptococcus was found to adequately discriminate smokeless-tobacco-non-consuming healthy samples from smokeless-tobacco-consuming healthy samples and contralateral healthy site of OSCC samples from the tumor site of OSCC samples. Comparative analysis of oral microbiome from another OSCC cohort also confirmed Streptococcus as a potential marker for healthy oral microbiome. Gram-negative microbial genera such as Prevotella, Capnocytophaga, and Fusobacterium were found to be differentially abundant in OSCC-associated microbiomes and can be considered as potential microbiome marker genera for oral cancer. Association with lipopolysaccharide (LPS) biosynthesis pathway further confirms the differential abundance of Gram-negative marker genera in OSCC microbiomes.
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Affiliation(s)
- Rituja Saxena
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Vishnu Prasoodanan P K
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Sonia Vidushi Gupta
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Sudheer Gupta
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Prashant Waiker
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Atul Samaiya
- Department of Surgical Oncology, Bansal Hospital, Bhopal, India
| | - Ashok K Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
- Department of Gastroenterology, Inflammatory Bowel & Immunology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, United States
| | - Vineet K Sharma
- MetaBioSys Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
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15
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Powell SF, Vu L, Spanos WC, Pyeon D. The Key Differences between Human Papillomavirus-Positive and -Negative Head and Neck Cancers: Biological and Clinical Implications. Cancers (Basel) 2021; 13:5206. [PMID: 34680354 PMCID: PMC8533896 DOI: 10.3390/cancers13205206] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 10/08/2021] [Accepted: 10/13/2021] [Indexed: 12/17/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a unique malignancy associated with two distinct risk factors: exposure to typical carcinogens and infection of human papillomavirus (HPV). HPV encodes the potent oncoproteins E6 and E7, which bypass many important oncogenic processes and result in cancer development. In contrast, HPV-negative HNSCC is developed through multiple mutations in diverse oncogenic driver genes. While the risk factors associated with HPV-positive and HPV-negative HNSCCs are discrete, HNSCC patients still show highly complex molecular signatures, immune infiltrations, and treatment responses even within the same anatomical subtypes. Here, we summarize the current understanding of biological mechanisms, treatment approaches, and clinical outcomes in comparison between HPV-positive and -negative HNSCCs.
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Affiliation(s)
- Steven F. Powell
- Cancer Biology and Immunotherapies Group, Sanford Research, Sioux Falls, SD 57104, USA;
| | - Lexi Vu
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA;
| | - William C. Spanos
- Cancer Biology and Immunotherapies Group, Sanford Research, Sioux Falls, SD 57104, USA;
| | - Dohun Pyeon
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA;
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16
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Chen JW, Wu JH, Chiang WF, Chen YL, Wu WS, Wu LW. Taxonomic and Functional Dysregulation in Salivary Microbiomes During Oral Carcinogenesis. Front Cell Infect Microbiol 2021; 11:663068. [PMID: 34604102 PMCID: PMC8482814 DOI: 10.3389/fcimb.2021.663068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 08/23/2021] [Indexed: 01/04/2023] Open
Abstract
Exploring microbial community compositions in humans with healthy versus diseased states is crucial to understand the microbe-host interplay associated with the disease progression. Although the relationship between oral cancer and microbiome was previously established, it remained controversial, and yet the ecological characteristics and their responses to oral carcinogenesis have not been well studied. Here, using the bacterial 16S rRNA gene amplicon sequencing along with the in silico function analysis by PICRUSt2 (Phylogenetic Investigation of Communities by Reconstruction of Unobserved States 2), we systematically characterized the compositions and the ecological drivers of saliva microbiome in the cohorts of orally healthy, non-recurrent oral verrucous hyperplasia (a pre-cancer lesion), and oral verrucous hyperplasia–associated oral cancer at taxonomic and function levels, and compared them with the re-analysis of publicly available datasets. Diversity analyses showed that microbiome dysbiosis in saliva was significantly linked to oral health status. As oral health deteriorated, the number of core species declined, and metabolic pathways predicted by PICRUSt2 were dysregulated. Partitioned beta-diversity revealed an extremely high species turnover but low function turnover. Functional beta-diversity in saliva microbiome shifted from turnover to nestedness during oral carcinogenesis, which was not observed at taxonomic levels. Correspondingly, the quantitative analysis of stochasticity ratios showed that drivers of microbial composition and functional gene content of saliva microbiomes were primarily governed by the stochastic processes, yet the driver of functional gene content shifted toward deterministic processes as oral cancer developed. Re-analysis of publicly accessible datasets supported not only the distinctive family taxa of Veillonellaceae and Actinomycetaceae present in normal cohorts but also that Flavobacteriaceae and Peptostreptococcaceae as well as the dysregulated metabolic pathways of nucleotides, amino acids, fatty acids, and cell structure were related to oral cancer. Using predicted functional profiles to elucidate the correlations to the oral health status shows superior performance than using taxonomic data among different studies. These findings advance our understanding of the oral ecosystem in relation to oral carcinogenesis and provide a new direction to the development of microbiome-based tools to study the interplay of the oral microbiome, metabolites, and host health.
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Affiliation(s)
- Jiung-Wen Chen
- Department of Environmental Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Jer-Horng Wu
- Department of Environmental Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Fan Chiang
- Department of Oral & Maxillofacial Surgery, Chi-Mei Medical Center, Liouying, Taiwan.,School of Dentistry, National Yang-Ming University, Taipei, Taiwan
| | - Yuh-Ling Chen
- Institute of Oral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Sheng Wu
- Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Li-Wha Wu
- Institute of Molecular Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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17
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Understanding the link between the oral microbiome and the development and progression of head and neck squamous cell carcinoma. CURRENT OPINION IN PHYSIOLOGY 2021. [DOI: 10.1016/j.cophys.2021.100471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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18
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Gopinath D, Wie CC, Banerjee M, Thangavelu L, Kumar R P, Nallaswamy D, Botelho MG, Johnson NW. Compositional profile of mucosal bacteriome of smokers and smokeless tobacco users. Clin Oral Investig 2021; 26:1647-1656. [PMID: 34436669 DOI: 10.1007/s00784-021-04137-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 08/10/2021] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Smoked, and especially smokeless, tobacco are major causes of oral cancer globally. Here, we examine the oral bacteriome of smokers and of smokeless tobacco users, in comparison to healthy controls, using 16S rRNA gene sequencing. METHODS Oral swab samples were collected from smokers, smokeless tobacco users, and healthy controls (n = 44). Microbial DNA was extracted and the 16S rRNA gene profiled using the Illumina MiSeq platform. Sequencing reads were processed using DADA2, and taxonomical classification was performed using the phylogenetic placement method. Differentially abundant taxa were identified using DESeq2, while functional metagenomes based on KEGG orthology abundance were inferred using LIMMA. RESULTS A significantly higher microbial diversity was observed in smokeless tobacco users and smokers relative to controls (P < 0.05). Compositional differences in microbial communities were observed in all comparisons with healthy controls (PERMANOVA P < 0.05) but not between smokers and smokeless tobacco users. Levels of Fusobacterium spp., Saccharibacterium spp., and members of Shuttleworthia were elevated in smokers when compared to controls (BH adj P < 0.01). In addition, the relative abundance of three bacterial taxa belonging to genera Fusobacterium spp., Catonella, and Fretibacterium spp. was significantly increased in smokeless tobacco users relative to controls (BH adj P < 0.01). Major functional pathways significantly increased in smokeless tobacco users relative to both controls, and smokers were similar and involved amino acid metabolism including glutamate and aspartate biosynthesis and degradation (log FC > 1.5; BH adj P < 0.01). CONCLUSIONS A distinct taxonomic and functional profile of oral microbiome in smokers and smokeless tobacco users as compared to healthy controls implicates a significant role of microbes and their metabolites in diseases associated with tobacco use including oral cancer. CLINICAL RELEVANCE Future efforts in preventive, diagnostic, curative, and prognostic strategies for diseases associated with tobacco use in smokers and smokeless tobacco users could incorporate the oral microbiome.
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Affiliation(s)
- Divya Gopinath
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China
- Clinical Oral Health Sciences, School of Dentistry, International Medical University, Kuala , Lumpur, Malaysia
| | - Chong Chun Wie
- School of Pharmacy, Monash University Malaysia, Subang Jaya, Malaysia
| | - Moinak Banerjee
- Human Molecular Genetics Lab, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Lakshmi Thangavelu
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Pradeep Kumar R
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Deepak Nallaswamy
- Saveetha Dental College and Hospital, Saveetha University, Chennai, India
| | - Michael George Botelho
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China.
| | - Newell W Johnson
- Faculty of Dentistry, University of Hong Kong, Prince Philip Dental Hospital, Street 34 Hospital Rd, Sai Ying Pun, Hong Kong, SAR, China.
- Menzies Health Institute Queensland and School of Dentistry and Oral Health, Griffith University, Southport, QLD, Australia.
- Faculty of Dentistry, Oral and Craniofacial Sciences, King's College London, London, UK.
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Beltran JF, Viafara-Garcia SM, Labrador AP, Basterrechea J. The Role of Periodontopathogens and Oral Microbiome in the Progression of Oral Cancer. A Review. Open Dent J 2021. [DOI: 10.2174/1874210602115010367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Chronic periodontal disease and oral bacteria dysbiosis can lead to the accumulation of genetic mutations that eventually stimulate Oral Squamous Cell Cancer (OSCC). The annual incidence of OSCC is increasing significantly, and almost half of the cases are diagnosed in an advanced stage. Worldwide there are more than 380,000 new cases diagnosed every year, and a topic of extensive research in the last few years is the alteration of oral bacteria, their compositional changes and microbiome. This review aims to establish the relationship between bacterial dysbiosis and OSCC. Several bacteria implicated in periodontal disease, including Fusobacterium nucleatum, Porphyromonas gingivalis, Prevotella intermedia, and some Streptococcus species, promote angiogenesis, cell proliferation, and alteration in the host defense process; these same bacteria have been present in different stages of OSCC. Our review showed that genes involved in bacterial chemotaxis, the lipopolysaccharide (LPS) of the cell wall membrane of gram negatives bacteria, were significantly increased in patients with OSCC. Additionally, some bacterial diversity, particularly with Firmicutes, and Actinobacteria species, has been identified in pre-cancerous stage samples. This review suggests the importance of an early diagnosis and more comprehensive periodontal therapy for patients by the dental care professional.
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Su Mun L, Wye Lum S, Kong Yuiin Sze G, Hock Yoong C, Ching Yung K, Kah Lok L, Gopinath D. Association of Microbiome with Oral Squamous Cell Carcinoma: A Systematic Review of the Metagenomic Studies. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7224. [PMID: 34299675 PMCID: PMC8306663 DOI: 10.3390/ijerph18147224] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/29/2021] [Accepted: 07/01/2021] [Indexed: 12/16/2022]
Abstract
The past decade has witnessed a surge in epidemiological studies that have explored the relationship between the oral microbiome and oral cancer. Owing to the diversity of the published data, a comprehensive systematic overview of the currently available evidence is critical. This review summarises the current evidence on the metagenomic studies on the oral microbiome in oral cancer. A systematic search was conducted in Medline and Embase databases to identify original studies examining the differences in the oral microbiome of oral cancer cases and controls. A total of twenty-six studies were identified that reported differences in microbial abundance between oral squamous cell carcinoma (OSCC) and controls. Although almost all the studies identified microbial dysbiosis to be associated with oral cancer, the detailed qualitative analysis did not reveal the presence/abundance of any individual bacteria or a consortium to be consistently enriched in OSCC samples across the studies. Interestingly, few studies reported a surge of periodontopathogenic taxa, especially Fusobacteria, whereas others demonstrated a depletion of commensal taxa Streptococci. Considerable heterogeneity could be identified in the parameters used for designing the studies as well as reporting the microbial data. If microbiome data needs to be translated in the future, to complement the clinical parameters for diagnosis and prognosis of oral cancer, further studies with the integration of clinical variables, adequate statistical power, reproducible methods, and models are required.
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Affiliation(s)
- Lee Su Mun
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - See Wye Lum
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - Genevieve Kong Yuiin Sze
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - Cheong Hock Yoong
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - Kwek Ching Yung
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - Liong Kah Lok
- School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia; (L.S.M.); (S.W.L.); (G.K.Y.S.); (C.H.Y.); (K.C.Y.); (L.K.L.)
| | - Divya Gopinath
- Oral Diagnosis and Surgical Sciences Division, School of Dentistry, International Medical University, Kuala Lumpur 57000, Malaysia
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D’Angiolella G, Tozzo P, Gino S, Caenazzo L. Trick or Treating in Forensics-The Challenge of the Saliva Microbiome: A Narrative Review. Microorganisms 2020; 8:E1501. [PMID: 33003446 PMCID: PMC7599466 DOI: 10.3390/microorganisms8101501] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 09/25/2020] [Accepted: 09/27/2020] [Indexed: 02/07/2023] Open
Abstract
The oral microbiome harbours microbial community signatures that differ among individuals, highlighting that it could be highly individualizing and potentially unique to each individual. Therefore, the oral microbial traces collected in crime scenes could produce investigative leads. This narrative review will describe the current state-of-the-art of how the salivary microbiome could be exploited as a genetic signature to make inferences in the forensic field. This review has been performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Guidelines. Even if further studies are needed to relate the variation in the oral microbiome to specific factors, in order to understand how the salivary microbiome is influenced by an individual's lifestyle, by reviewing the studies published so far, it is clear that the oral microbial analysis could become a useful forensic tool. Even if promising, caution is required in interpreting the results and an effort to direct research towards studies that fill the current knowledge gaps is certainly useful.
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Affiliation(s)
- Gabriella D’Angiolella
- Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35121 Padova, Italy;
| | - Pamela Tozzo
- Department of Molecular Medicine, Laboratory of Forensic Genetics, University of Padova, Via Falloppio 50, 35121 Padova, Italy;
| | - Sarah Gino
- Department of Health Sciences, University of Piemonte Orientale, 28100 Novara, Italy;
| | - Luciana Caenazzo
- Department of Molecular Medicine, Laboratory of Forensic Genetics, University of Padova, Via Falloppio 50, 35121 Padova, Italy;
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Chandel V, Raj S, Kumar P, Gupta S, Dhasmana A, Kesari KK, Ruokolainen J, Mehra P, Das BC, Kamal MA, Kumar D. Metabolic regulation in HPV associated head and neck squamous cell carcinoma. Life Sci 2020; 258:118236. [PMID: 32795537 DOI: 10.1016/j.lfs.2020.118236] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/25/2020] [Accepted: 08/05/2020] [Indexed: 12/13/2022]
Abstract
Cancer cells exhibit distinct energy metabolic pathways due to multiple oncogenic events. In normoxia condition, the anaerobic glycolysis (Warburg effect) is highly observed in head and neck squamous cell carcinoma (HNSCC). HNSCC is associated with smoking, chewing tobacco, consumption of alcohol or Human Papillomavirus (HPV) infection primarily HPV16. In recent years, the correlation of HPV with HNSCC has significantly expanded. Despite the recent advancement in therapeutic approaches, the rate of HPV infected HNSCC has significantly increased in the last few years, specifically, in lower middle-income countries. The oncoproteins of High-risk Human Papillomavirus (HR-HPV), E6 and E7, alter the metabolic phenotype in HNSCC, which is distinct from non-HPV associated HNSCC. These oncoproteins, modulate the cell cycle and metabolic signalling through interacting with tumor suppressor proteins, p53 and pRb. Since, metabolic alteration represents a major hallmark for tumorigenesis, HPV acts as a source of biomarker linked to cancer progression in HNSCC. The dependency of cancer cells to specific nutrients and alteration of various metabolic associated genes may provide a unique opportunity for pharmacological intervention in HPV infected HNSCC. In this review, we have discussed the molecular mechanism (s) and metabolic regulation in HNSCC depending on the HPV status. We have also discussed the possible potential therapeutic approaches for HPV associated HNSCC through targeting metabolic pathways.
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Affiliation(s)
- Vaishali Chandel
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India
| | - Sibi Raj
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India
| | - Prabhat Kumar
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India
| | - Shilpi Gupta
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India
| | - Anupam Dhasmana
- Himalayan School of Biosciences, Swami Rama Himalayan University, Swami Ram Nagar, Jolly Grant, Doiwala, Dehradun 248016, India; Department of Immunology and Microbiology, School of Medicine, University of Rio Grande Valley, McAllen, TX, USA
| | - Kavindra Kumar Kesari
- Department of Applied Physics, School of Science, Aalto University, Espoo 02150, Finland
| | - Janne Ruokolainen
- Department of Applied Physics, School of Science, Aalto University, Espoo 02150, Finland
| | - Pravesh Mehra
- Department of Oral and Maxillofacial surgery, Lady Hardinge Medical College, New Delhi, India
| | - Bhudev C Das
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India
| | - Mohammad Amjad Kamal
- King Fahd Medical Research Center, King Abdulaziz University, P.O. Box 80216, Jeddah 21589, Saudi Arabia; Enzymoics, 7 Peterlee Place, Hebersham, NSW 2770, Australia; Novel Global Community Educational Foundation, NSW, Australia
| | - Dhruv Kumar
- Amity Institute of Molecular Medicine and Stem Cell Research (AIMMSCR), Amity University UttarPradesh, Sec 125, Noida 201303, India.
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