Oral squamous cell carcinoma (OSCC) is an invasive epithelial neoplasm that is influenced by various risk factors, with a low survival rate and an increasing death rate. In the past few years, with the verification of the close relationship between different types of cancers and the microbiome, research has focused on the compositional changes of oral bacteria and their role in OSCC. Generally, oral bacteria can participate in OSCC development by promoting cell proliferation and angiogenesis, influencing normal apoptosis, facilitating invasion and metastasis, and assisting cancer stem cells. The study findings on the association between oral bacteria and OSCC may provide new insight into methods for early diagnosis and treatment development.
Oral cancer is one of the major malignant tumors of the head and neck region, causing great mortality and morbidity [1][2]. According to the World Health Organization (WHO), there are around 657,000 new cases of oral cavity and pharyngeal cancers each year, with more than 330,000 deaths. Oral squamous cell carcinoma(OSCC), an invasive epithelial neoplasm with different degrees of differentiation, accounts for about 90% of oral cancer. It starts with the accumulation of genetic mutations and specific genetic variations in oncogenes and suppressor genes[3] .The high-risk areas are the floor of the mouth and the ventrolateral tongue, while the low-risk regions lie in the palatal mucosa and the tongue dorsum [4].
The key to OSCC management is early diagnosis and treatment. Targeting pre-malignant oral diseases has been regarded as a possible strategy for the early diagnosis of at-risk and high-risk patients, but it remains difficult to diagnose clinically [5][6].The most common treatment for OSCC is surgical resection, but radiotherapy and chemotherapy are used preoperatively and postoperatively to reduce difficulties in surgical removal or eliminate remaining cancer cells [7][8]. An epidermal growth factor receptor (EGFR) antibody has been developed, aimed at decreasing the over-expression of EGFR,which has been associated with the poor prognosis of OSCC patients [9]. However,despite more diverse and advanced treatment options, the five-year survival rate remains below 50% [10][11][12].
OSCC is influenced by various factors, including tobacco smoking, alcohol abuse, HPV (human papillomavirus) infection,male gender, economic status, dietary habits, and oral hygiene [13][14][15][16]. Lately, studies haveverified a close link between OSCC and oral bacteria, which may provide a fresh view and new potentialtargets for OSCC diagnosis and treatment [17][18][19].
The oral bacteria are the second-largest human-associated microbial community, only exceeded by bacteria in the gut, and constitute a unique micro-ecology in the oral cavity. More than 700 bacterial species survive in it, along with archaea, fungi, and viruses. In the normal oral cavity, bacteria react with each other but maintain a good balance so that oral health can be achieved. However, when something breaks the balance, dysbiosis occurs and the healthy, balanced oral ecosystem is destroyed. Oral pathogens take advantage of the imbalance, leading to diseases such as caries and periodontal disease [20][21]. Lately, many studies have demonstrated that oral bacteria could also be important during the process of OSCC by exploring changes in the abundance of oral bacteria and mechanisms that might participate in the development of cancer . Bacterial compositional differences have been demonstrated among cancer patients, normal individuals, and pre-cancer patients [22][23]. Other studies have verified the potential mechanisms by which oral bacteria affect the development of OSCC, including speeding up cell proliferation, inhibiting apoptosis, and improving tumor invasion and metastasis [24].
This review summarizes the compositional changes in bacteria in OSCC patients and the possible mechanisms associated with oral cancer development, hoping to reveal the hidden link between certain oral bacteria and OSCC and provide new sight into the prevention, prediction, and treatment of oral cancer.
Over the past 10 years, several studies have taken fresh perspectives on the variations in oral bacteria associated with OSCC and their analyses showed similarities and differences. Using 16S rRNA amplicon sequencing to compare oral bacterial DNA isolated from cancer patients and normal subjects, the findings revealed comprehensive relationships between OSCC and oral bacteria
[25].
.
Pathogenic periodontal bacteria are a group of bacteria associated with periodontal diseases and contribute to an inflammatory state, which may induce DNA damage in epithelial cells in cancer progression. Periodontal pathogenic bacteria have been associated with a higher risk for OSCC and
Fusobacterium
,
Peptostreptococcus
,
Filifactor
,
Parvimonas
,
Pseudomonas
,
Campylobacter
, and
Capnocytophaga
were reported in significantly high abundance in OSCC patients. Moreover, proinflammatory substances secreted by periodontal pathogenic bacteria such as lipopolysaccharide (LPS) were enriched in cancer samples
[26]
. Among the bacteria,
Fusobacterium
showed the most verified alterations in cancerous lesions. In a group of cancer patients,
Fusobacterium
showed a significant increase in abundance, especially in stage 4 patients
. Moreover, some research suggested that
Fusobacterium
might be an essential part of the bacterial impact on OSCC since it had the ability to co-adhere with other species and form an association network centered around itself in patients of the cancer group
[29]
.
Peptostreptococcus
,
Parvimonas,
and
Campylobacter
are anaerobic bacteria reported to participate in the colorectal cancer process
. Two other genera,
Filifactor
and
Capnocytophaga
,have been closely linked to lung cancer
. Nevertheless, how they are involved in OSCC is still unclear, thus, further studies are required.
Pseudomonas
has not been linked to cancer yet, but it possesses virulence factors such as LPS and flagella, which play roles in carcinogenesis by counteracting host defenses and causing direct damage to host tissues
[34]
. In addition,
P. aeruginosa
could injure epithelial cells by triggering DNA strand breaks
[35]
. Therefore, we believe that the ability of periodontal pathogens, particularly
Fusobacterium nucleatum
, to aggregate and induce inflammation, which may cause DNA damage to epithelial cells leading to cancer progression, might account for the compositional change in bacteria in tumor sites.
Periodontal pathogenic bacteria appeared to be positively associated with OSCC, however, other bacteria have shown different changes.
Firmicutes
(especially
Streptococcus
) and
Actinobacteria
(especially
Rothia
) comprised a smaller proportion of the bacteria in OSCC tissues and were enriched in the healthy group.
Streptococcus
was linked to
F. nucleatum
in some aspects
. On one hand,
Streptococcus
is an early colonizer but
F. nucleatum
is a transitional bacteria between early and late colonizers in the OSCC process, with an ability to co-aggregate. On the other hand,
Streptococcus
could attenuate the proinflammatory responses of oral epithelial cells induced by
F. nucleatum
. Moreover,
Firmicutes
and
Actinobacteria
both were confirmed to have a negative correlation with oral pre-cancer, suggesting that
Firmicutes
and
Actinobacteria
may be altered early in cancer development
[38]
. Thus, we believe that
Firmicutes
and
Actinobacteria
are sensitive to cancer-related circumstances, and a remarkably decreased proportion of these bacteria along with an increased proportion of
F. nucleatum
may indicate a pre-cancerous or cancerous state.
Besides
Firmicutes
and
Actinobacteria
, some research identified alterations in other oral bacteria in oral pre-cancerous conditions and differences between normal, pre-cancerous, and cancerous lesions.
Megasphaera micronuciformis
,
Prevotella melaninogenica,
and
Prevotella veroralis
were found more abundant in oral pre-cancer.
M. micronuciformis
seemed to be the best candidate for a specific biomarker as it was detected only in the pre-cancer group
[39]
. In addition, five genera, including
Bacillus, Enterococcus, Parvimonas, Peptostreptococcus,
and
Slackia
, displayed distinct differences in abundance between patients with epithelial precursor lesions and cancer patients. It takes a long time to change from a pre-cancerous state to cancer. Therefore, bacterial changes at this stage may be a potential target for primary prevention. Furthermore, specific microbial combinations have been investigated as potential markers for OSCC diagnosis and demonstrated considerable accuracy. In 2017, Zhao et al. claimed that a highly connected bacterial cluster of
Fusobacterium
comprising seven operational taxonomic units (OTUs) showed considerable predictive power in OSCC since the area under the receiver operating characteristic curve(AUC) reached 0.866. Another study conducted in 2018 by Yang et al. reported that a bacterial combination consisting of
Fusobacterium periodonticum
,
Streptococcus mitis
, and
Porphyromonas pasteri
had an AUC of 0.956 (95% CI: 0.925–0.986) in discriminating OSCC stage 4 from healthy controls. Moreover, in 2017, Lee et al. concluded that
Bacillus
,
Enterococcus
,
Parvimonas
,
Peptostreptococcus
, and
Slackia
in saliva might be a group of potential biomarkers for OSCC diagnosis. However,certain components of this marker are not officially accepted for diagnosis and prognosis despite its accuracy. Further studies are still needed to explore how oral bacteria act upon tumors and the converse situation.
The most recent 10-year research findings have reported changes in oral bacteria in OSCC (Table A1). However, a complete consensus has not been reached. Different specimen types, controls, and methods might have contributed to the lack of consensus. Apart from these factors, disparate stages studied in OSCC may also be contributors to the inconsistent findings. In the progression from normal epithelial tissue to pre-malignant and subsequently cancerous lesions, the proportion of oral bacteria synchronously changes and the bacteria that adapt to or facilitate the tumor microenvironment at different phases become dominant. Here, we choose to introduce the so-called “drive-passengers” model to explain this phenomenon
. The “drivers” are defined as oral bacteria with pro-carcinogenic features such as the production of DNA-damaging compounds that might initiate oral cancer. For this reason, drivers emerge at early cancer stages.
Porphyromonas gingivalis
may be a driver since it can influence pathways related to DNA damage and directly damage DNA with its LPS, a potent inflammatory molecule with cancer-promoting properties
. Furthermore, in studies using high-throughput sequencing technology, a remarkable change in the abundance of
P. gingivalis
in OSCC has been reported and it seems to occur most in the very early stage of OSCC. The passengers are said to be inhibited in a healthy oral state, but when dysbiosis occurs, such as in a cancer-related state, the passengers will have a competitive advantage in the tumor microenvironment. This kind of bacteria participates in the progression and promotion of tumors. From our point of view,
F. nucleatum
may be a vital passenger. The basis for this hypothesis is that
F. nucleatum
remains in low proportion in oral healthy cavities, but it increases significantly and seems to be the most prevalent in OSCC patients
[44]
. Moreover, it has been mentioned in regard to obvious compositional changes in oral cancer in most articles and reported to participate in the progression of OSCC by accelerating the proliferation of cancer cells and helping cancer cells to invade and metastasize
. Therefore,
F. nucleatum
could represent a signal for the malignant transformation of oral epithelial cells.
Moreover, compared with the inconsistent compositional alterations reported, functional changes in oral bacteria in OSCC may be more reliable. Several findings in the last two years demonstrated that the bacteria found within OSCC tissue were functionally proinflammatory
[49]
, and LPS as well as peptidases, two proinflammatory substances from bacteria, were enriched in OSCC samples.Meanwhile, a study that focused on the functional prediction of oral bacterial communities also revealed a potent enrichment in the genes involved in bacterial chemotaxis and flagellar assembly in cancer-related inflammation.
OSCC is a malignant tumor originating from oral epithelial
. Furthermore, like other malignant tumors, it develops through the successive progression of various features and mechanisms such as the activation of oncogenes, the inhibition of cancer cell apoptosis, the promotion of invasiveness and metastasis, and changes in the tumor microenvironment
. The tumor microenvironment consists of the extracellular matrix, soluble molecules, and tumor stromal cells, which interact with a community of heterotypic cells
[53]
. roinflammatory factors in the tumor microenvironment are part of the final outcome of a dynamic process that includes the chemotaxis of immune cells and the appearance of cytokines and chemokines in the tumor microenvironment, which are always over-expressed
. They cause a series of reactions that help tumor cells develop, and with the progression of the tumors, proinflammatory factors increase as well. Moreover, similar to the progression of other tumors, tumorigenesis, and tumor development is an on-going process, which means that cancer cells grow faster and show direct metastasis over wide ranges.
Recently, based on compositional alterations in oral bacteria during OSCC progression, numerous experiments have explored the probable mechanisms explaining how oral bacteria affect oral cancer. From a retrospective view of previous studies, although the bridges linked to cancer are diverse, the focus seems to be on the chronic inflammation involved in tumorigenesis and tumor progression
. Below are different mechanisms involved in the relationship between oral bacteria and OSCC, and among them, some mechanisms are associated with inflammation.
There are several pathways for different oral bacteria to promote cell proliferation (Figure 1). In vitro, oral bacteria such as
P. gingivalis
can lead to secondary impacts on the proliferation rate by modifying the expression levels of oncogenic-relevant α-defensin genes. Hoppe et al. incubated oral tumor cells with
P. gingivalis
and human α-defensins and observed a noticeable increase in tumor cell proliferation
[58]
. Similarly, another study conducted in the human squamous cell carcinoma cell line SCC-25 and primary human gingival keratinocytes revealed that, in both cells,
P. gingivalis
and its membrane fraction regulated some genes involved in the downstream signaling pathway of the proinflammatory active transcription factor NF-κB and some members of the MAPK family such as MAPK14 (p38), MAPK8 (JNK1), and NFKB1(p50), which participated in cancer proliferation and control. Moreover, Kuboniwa et al. co-cultured 50% confluent human oral epithelial cell culture cells with
P. gingivalis
strains at 37 °C and 5% CO
2
and demonstrated that
P. gingivalis
infection affected pathways related to cyclins, p53, and PI3K that exerted control over the cell cycle [43]. By regulating cyclin A and cyclin D, two nuclear proteins
[59]
,
P. gingivalis
assisted gingival epithelial cells to progress through the G1 phase at a faster pace. By downregulating kinases such as Chk2, aurora A, CK1delta, and CK1epsilon to make p53, a suppressor that could arrest the cell cycle unstable and inactivate,
P. gingivalis
accelerated cell proliferation
. By downregulating PTEN, a lipid phosphatase that prevents the activation of Akt,
P. gingivalis
improved the levels of PI3K and phosphoinositide-dependent protein-serine kinase 1 (PDK1) activated by Akt, which promoted cell proliferation
. In addition, a study our team participated in found that when human oral keratinocyte cells were infected with inactivated
Staphylococcus aureus
in high-glucose Dulbecco’s modified Eagle’s medium, certain
S. aureus
genes upregulated COX-2 transcription, increased PGE2 production, andthen induced higher expression of oral cancer-associated genes cyclin D1, which is associated with cell proliferation and growth regulation. Combined with earlier studies on the relationship between OSCC and COX-2/PGE2,
S. aureus
is another likely vital bacterial candidate involved in cancer
. Other research in vivomouse model and in vitroSCC-25 and CAL 27 human tongue SCC cell lines focusing on
P. gingivalis
and
F. nucleatum
observed the same results that by triggering Toll-like receptor (TLR) signaling, IL-6 production increased, and then activated STAT3, which induced important effectors such as cyclinD1, driving cancer cells to grow.
Figure 1.
Mechanisms for how oral bacteria promote cell proliferation.
Apoptosis is a certain programmed cell death process that is a vital part of the immune system. It serves as a tumor suppressor in various cancer phases
. Based on recent studies, apoptosis in OSCC was associated with oral bacteria and different bacteria showed distinct impacts on apoptosis (Figure 2).
The representative oral pathogen,
P. gingivalis
, has been mostly studied. Not only can
P.gingivalis
inhibit the apoptosis of oral epithelial cells, but the bacteria can also induce the apoptosis of immune cells to help protect cancer cells from an immune attack. In oral epithelial cells, by increasing phosphatidylinositol 3-kinase/Akt signaling
and modulating Bcl-2 family proteins,
P. gingivalis
infection could improve the survival and proliferation of gingival epithelial cells (GECs), indirectly inhibiting intrinsic apoptosis. Moreover, a homolog of a conserved nucleoside-diphosphate-kinase (Ndk) family of multifunctional enzymes and secreted molecule of
P. gingivalis
inhibited apoptosis in GECs via phosphorylating HSP27, a kind of heat shock proteinthat inhibits apoptosis
.Another pathway for
P. gingivalis
toinhibit apoptosis in GECs was through the manipulation of the JAK/STAT pathway, which controls the intrinsic mitochondrial cell death pathways
[73]
.In immune cells, Groeger et al. analyzed squamous carcinoma SCC-25 cells after infection with two virulent
P. gingivalis
strains (
P. gingivalis
strains W83and ATCC 33277) and a commensal bacterium(
Streptococcus salivarius K12
). The results showed that only
P. gingivalis
could activate (B7-H1) receptors, which led to anergy and the apoptosis of activated T cells and helped cancer cells evade immune attack
[74]
.
In the last few years, besides the mechanism mentioned above, triggered TLR signaling has been observed in oral tumorigenesis
. Although TLRs work mainly in immunity, some studies have reported their role in inhibiting apoptosis in cancer cells
. Lately, TLR2 and TLR4 were studied for their capacity to recognize different pathogens from bacteria. Recently, a group conducted a research based on the hypothesis that bacterial pathogens such as
P. gingivalis
and
F. nucleatum
may induce resistance to apoptosis by activating TLR2
[81]
. They analyzed the expression of TLR-2 in clinical OSCC specimens and human OSCC-derived cell lines (HSC). They demonstrated that TLR2 was highly expressed in OSCC compared to the adjacent non-malignant tissue. They also found that the activation of TLR-2 could induce miR-146a-5p expression, causing suppression of the downstream molecule CARD10, which is recognized as a molecule regulating apoptosis and may function as a pro-apoptotic molecule by mediating the assembly of larger protein complexes in OSCC
[82]
. Consequently, CARD10 suppression resulted in the resistance to cisplatin-induced cell death and apoptosis in OSCC cells. Cisplatin, a commonly used chemotherapy drug, interferes with DNA replication, which kills the fastest proliferating cells
[83]
. Previously, TLR4 was reported to have a similar effect in OSCC activated by LPS, an endotoxin secreted by gram-negative bacteria in the oral cavity
[84]
. Moreover, the study on TLR-2 demonstrated that the resistance to cisplatin-induced cell death and apoptosis in OSCC cells were significantly higher in HSC3-M3 cells, a highly metastatic cell line, compared to HSC3 cells . This finding indicated that OSCC cells had an increased sensitivity to TLR2 as a result of becoming malignant.Thus, TLR-2 may play an important role in OSCC progression and probably participates in the limited curative effect of chemotherapy. However, the study lacked experiments showing that oral pathogens triggered TLR-2 activation. Therefore, the exact relationship has not been established and more studies should be conducted on TLR-2.
In contrast, another oral common bacterium,
Lactobacillus plantarum
, was found to induce apoptosis in oral cancer KB cells via the upregulation of PTEN and the downregulation of MAPK signaling pathways
[85]
.
Figure 2.
Mechanisms for how oral bacteria influence cell apoptosis.
The mechanisms of invasion and metastasis are related to cell adhesion molecules (CAM), the extracellular matrix (ECM), and epithelial-mesenchymal transition (EMT). EMT is the process whereby epithelial cells acquire mesenchymal features and has been most studied in the processes of inflammation, invasion, and metastasis in OSCC . For tumors, invasiveness and metastasis can be divided into four steps: separation from each other, increasing attachment with the basement membrane, the degradation of the extracellular matrix, and migration. According to several studies, EMT is linked to all four of these steps
( Figure 3).
Currently, periodontal bacteria were mostly studied (Figure 3). In vitro, heat-killed
P. gingivalis
or
F. nucleatum
triggered EMT-signaling pathways in OSCC cell line cultures (H400), which induced proinflammatory factors TGF-β1, EGF, and TNF-α. In this process, proinflammation cytokines TGF-β1, EGF, and TNF-α participated in a common EMT-signaling pathway, inducing the stabilization and activation of Snail. Snail and Twist are transcription factors that regulate the expression of tumor suppressors and are well-characterized regulators of E-cadherin expression
. In the former study, with the activation of Snail, E-cadherin expression decreased, which helped the cancer cells separate and attain the ability to invade and metastasize. Apart from EMT, matrix metalloproteinase (MMP), involved in the breakdown of the basement membrane and facilitation of tumor metastasis, also plays an important role in invasiveness and metastasis in OSCC, and the production of MMP along with the activation of EMT was observed in certain studies . When MMPs emerge, they can dissolve the extracellular matrix and damage the basement membrane so that cancer cells can easily invade and transfer to distal locations
[91]
. Research on
P. gingivalis and F. nucleatum
reported the upregulation of MMP-2, MMP-3, and MMP-9. Furthermore, other researchers demonstrated that oral pathogens triggered TLR signaling, causing IL-6 production that activated STAT3, which induced important effectors such as cyclinD1, MMP-9, and heparinase, driving OSCC growth and invasiveness. Moreover, Ha et al. infected OSCC cells with
P. gingivalis
twice a week for five weeks and found that
P. gingivalis
could stimulate MMP-1 and MMP-10 by releasing IL-8 and gingipain and increased the invasiveness of cancer cells
[92]
.
Figure 3.
Mechanisms for how oral bacteria promote invasion and metastasis.
Cancer cells are capable of fast proliferation and invasion. In a word, cancer cells are always in a hyper-metabolic state. Therefore, angiogenesis is of vital importance in cancer development. Tongue cancer is of the most common oral cancer worldwide due to the rich blood supply in tongues . Vascular endothelial growth factor (VEGF) is the key mediator of angiogenesis. It stimulates irregular blood veins around cancer cells to provide nutrition and oxygen . Moreover, its involvement in the differentiation and prognosis of oral cancer has been reported. Recently, IL-6 was reported to induce VEGF production in OSCC. Mirkeshavarz et al. designed an experiment aimed at identifying the relationship between IL-6, cancer-associated fibroblasts (CAFs), and VEGF production
. They cultured CAFs and oral cancer cells (OCCs) isolated from a 60-year-old male patient diagnosed with oral carcinoma separately and collectively and detected the production of IL-6 and VEGF. Their results showed that IL-6 was a factor that caused VEGF secretion in the CAF cell line and induced VEGF production in both the CAFs and OCCs. Combined with other studies, oral bacteria such as
P. gingivalis and F. nucleatum
could induce the production of IL-6.
et al. also found that the JAK/STAT signaling pathway participated in angiogenesis and could be activated by IL-6
[97]
. IL-8 has also been reported to activate the JAK/STAT signaling pathway, which may indicate another role in OSCC progression . Thus, it may be a feasible way for
P. gingivalis and F. nucleatum
to facilitate the development of OSCC, and by decreasing IL-6 and IL-8, the growth and invasion of cancer cells could be inhibited (Figure 4).
Figure 4.
Mechanism for how oral bacteria stimulate angiogenesis.
It is well-known that OSCC patients have a low survival rate. This has been attributed to the enhanced tumorigenesis, increased invasiveness, and resistance to radiation and chemotherapy of cancer stem cells (CSC)
. CSCs are characterized by CD44, a type of membrane integrin
[102]
. Research conducted on oral bacteria in CSC is still lacking. However, several proinflammatory cytokines have been linked to CSCs, and oral bacteria might have an impact on CSCs as well. Patel et al. reported that cytokines in the tumor microenvironment had the ability to modulate CSC signaling pathways
[103]
. They reported that the increased levels of IL-6 and IL-8 in CSC samples were strongly associated with CD44, which could imply that the increased production of IL-6 and IL-8 by oral bacteria may present a favorable proinflammatory path for CSCs. A study conducted on CSCs derived from OSCC cell lines SAS and OECM-1 as well as a normal human gingival epithelioid cell line aimed to explore the cytotoxic effect of immune-modulatory proteins on OCSCs reported a tumor-suppressive effect via inhibition of the IL-6/STAT3 signaling pathway. Coincidentally, the IL-6/STAT3 pathway was also involved in the process by which
P. gingivalis
and
F. nucleatum
promoted the proliferation of cancer cells. Thus,
P. gingivalis
and
F. nucleatum
may stimulate the IL-6/STAT3 pathway and assist CSCs.
The immune system is an essential regulator of tumor biology with the capacity to inhibit tumor development, growth, invasion, and metastasis. However, various mechanisms of tumor escape from immune attack that make it hard to eliminate tumors have been discovered by scientists
.
In the past few years, the potential role of oral bacteria in this process has been elucidated. Our team evaluated the effect of
P. gingivalis
on the phagocytosis of Cal-27 cells (an OSCC cell line) by bone marrow-derived macrophages I and studied the effect of
P. gingivalis
on the growth of OSCC in vivo
[106]
.
P. gingivalis
was able to inhibit the phagocytosis of oral cancer cells by macrophages, and membrane-component molecules of
P. gingivalis
such as proteins were speculated to be the effector components. Meanwhile, sustained infection with antibiotic-inactivated
P. gingivalis
promoted OSCC growth in mice and induced the polarization of macrophages into M2 tumor-associated macrophages, which mainly displayed pro-tumor properties. These results all indicated that
P. gingivalis
could promote the immuno-evasion of oral cancer by protecting cancer cells from macrophage attack. A previous study using the squamous cell carcinoma cell line SCC-25 also verified that
P. gingivalis
could activate (B7-H1) receptors, which led to anergy and the apoptosis of activated T cells and helped cancer cells evade immune attack . These experiments provide another possible mechanism for how certain bacteria promote OSCC and suggest that reducing
P. gingivalis
might be a treatment direction.