Figures
Abstract
Chronic oral inflammation and biofilm-mediated infections drive diseases such as dental caries and periodontitis. This study investigated the anti-inflammatory and antibacterial potential of an ethanol extract from Astilbe chinensis inflorescence (GA-13-6) as a prominent candidate for natural complex substances (NCS) with therapeutic potential. In LPS-stimulated RAW 264.7 macrophages, GA-13-6 significantly suppressed proinflammatory mediators, including interleukin-6 (IL-6), tumor necrosis factor (TNF), and nitric oxide (NO), surpassing purified astilbin, a known bioactive compound found in A. chinensis. Furthermore, GA-13-6 downregulated the expression of cyclooxygenase-2 (COX2) and inducible nitric oxide synthase (iNOS), indicating an inhibitory effect on the inflammatory cascade. Remarkably, GA-13-6 exhibited selective antibacterial activity against Streptococcus mutans, Streptococcus sanguinis, and Porphyromonas gingivalis, key players in dental caries and periodontitis, respectively. These findings suggest that complex GA-13-6 holds the potential for the treatment or prevention of periodontal and dental diseases, as well as various other inflammation-related conditions, while averting the induction of antibiotic resistance.
Citation: Han JM, Yun I, Yang KM, Kim H-S, Kim Y-Y, Jeong W, et al. (2024) Ethanol extract from Astilbe chinensis inflorescence suppresses inflammation in macrophages and growth of oral pathogenic bacteria. PLoS ONE 19(7): e0306543. https://doi.org/10.1371/journal.pone.0306543
Editor: Wan-su Park, Gachon University College of Korean Medicine, REPUBLIC OF KOREA
Received: December 27, 2023; Accepted: June 18, 2024; Published: July 3, 2024
Copyright: © 2024 Han et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the manuscript and its Supporting information files.
Funding: The author(s) received no specific funding for this work.
Competing interests: J.M.H., I.Y., K.M.Y., H.-S.K., W.J., S.S.H., and I.H. are inventors on an issued patent filed by ATIBS and GBSA describing the anti-inflammatory and antibacterial effect of an ethanolic extract of A. chinensis (ROK Pat. No. 10-2231892, registered on 19 Mar. 2021). H.-S.K and Y.Y.K hold stocks in the company. This does not alter our adherence to PLOS ONE policies on sharing data and materials.
Introduction
Periodontal diseases and dental caries rank as the two primary causes of tooth loss [1]. Periodontal diseases, such as gingivitis and periodontitis, arise from the accumulation of polymicrobial infections affecting structures supporting the teeth, such as gingiva (the gums), periodontal ligament, and alveolar bone. Gingivitis, the initial stage of chronic periodontitis, involves localized reversible inflammation of the gingiva triggered by bacteria within a microbial biofilm [2]. One of the significant pathogens within the biofilm includes P. gingivalis, an anaerobic, asaccharolytic, immotile Gram-negative bacterium typically found in subgingival pockets [3,4]. Dental caries, commonly referred to as cavities, result from biofilm-dependent tooth decay due to the breakdown of tooth hard tissues (enamel, dentin, and cementum) caused by acidic by-products (e.g., lactic acid) fermented by saccharolytic bacteria, such as S. mutans and S. sanguinis [5]. S. mutans and S. sanguinis, both Gram-positive bacteria belonging to the phylum Firmicutes, adhere to the supragingival delamination layer of teeth. S. mutans, with higher acid tolerance than S. sanguinis, is considered a major etiologic agent in disease onset [6]. Although S. sanguinis typically functions as a commensal bacterium in a healthy oral cavity, dysbiosis in the oral microbiota can transform it into an opportunistic pathogen. Hence, there is increasing attention on understanding the ecological balance of oral microflora in the context of widespread diseases. Moreover, these oral pathogens have been linked to systemic diseases [7] including, but not limited to, endocarditis [8] and cardiovascular disease [9,10]. Particularly, P. gingivalis is recognized for its role in developing cognitive diseases [11–14].
Traditionally, antibiotics have been the primary approach for controlling bacterial growth and infection in the oral cavity, with commonly used examples including amoxicillin, azithromycin, metronidazole, and moxifloxacin [15]. However, the widespread and often unnecessary use of antibiotics is now acknowledged as a significant contributor to disrupting the oral microbiome, leading to dysbiosis and the emergence of antibiotic-resistant bacteria [16]. These resistant strains not only complicate the treatment of oral diseases but also increase the risk of systemic infections and associated morbidity [17]. Given these concerns, there is a growing imperative to develop alternative strategies such as natural products (NP) and natural complex substances (NCS) for managing oral bacterial burden and inflammation that circumvent the emergence of antibiotic resistance [18]. Such strategies have the potential to improve the long-term efficacy of oral disease treatment and safeguard overall health.
Astilbe chinensis (Maxim.) Franch. et Savat., a perennial herbaceous plant from the family Saxifragaceae, is found in China, Japan’s Tsushima Island, northeastern Russia, India, and Korea. In South Korea, the plant is abundant across the country. Historically, the underground parts of A. chinensis have been utilized for both food and medicine, treating ailments such as headaches and bronchitis, and serving as an antipyretic and analgesic remedy [19]. Research indicates that A. chinensis possesses clinical efficacy in regulating adipogenesis [20] and mitigating metabolic disorders [21]. Notable bioactive compounds in A. chinensis include astilbic acid [22], astilbin [23], and bergenin [24]. Among these, astilbic acid is renowned for its anti-inflammatory activity in immune cells and animal models [22,25], while astilbin has demonstrated efficacy in improving psoriasis in animal models [26] and preventing the development of osteoarthritis [27].
While previous studies have demonstrated the anti-inflammatory effects of an ethanol extract of A. chinensis (ACE) [28] and the underground parts of A. chinensis [25,29], a comparison between its habitats, seasons, and different parts of the plant, as well as the anti-bacterial effect of the ethanol extract on representative oral pathogens, remains unexplored. Here, we for the first time conducted the comparison of the antimicrobial and anti-inflammatory properties of ACEs obtained from three different parts (aerial, underground, inflorescence) across two seasons and four distinct regions. Our findings indicate that GA-13-6, among the ACEs, not only effectively suppresses the activation of inflammatory mediators in LPS-stimulated RAW 264.7 cells but also inhibits the growth of important oral pathogens associated with periodontal diseases and dental caries. Consequently, GA-13-6 emerges as a promising NCS candidate for the prevention and treatment of bacterial-driven oral diseases. Furthermore, its negligible contribution to antibiotic resistance confers a significant advantage over conventional antibiotic therapy, potentially mitigating the development of dysbiosis and associated complications.
Materials and methods
Chemicals and reagents
Dulbecco’s modified Eagle’s medium (DMEM) and fetal bovine serum (FBS) were purchased from Corning Inc. (Glendale, AZ). Immobilon®-P PVDF membrane, dimethyl sulfoxide (DMSO), ethylenediaminetetraacetic acid (EDTA), tryptic soy broth, yeast extract, hemin, vitamin K1, LPS (Escherichia coli O55:B5), and 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) were from Merck (Darmstadt, Germany). Defibrinated sheep blood was purchased from Synergy Innovation (Gyeonggi-do, Korea). Goat anti-mouse IgG (H+L) HRP secondary antibody (Cat. No. 31430), enzyme-linked immunosorbent assay (ELISA) kit, Halt™ protease and phosphatase inhibitor cocktail (100×), RIPA buffer, BD Difco™ Brain Heart Infusion broth, and Griess reagent were purchased from Thermo Fisher Scientific Korea (Seoul, Korea). The primers used for the qPCR assay were from Bioneer (Daejeon, Korea). The antibodies for β-actin (sc-47778), iNOS (NOS2) (sc-7271), and COX2 (sc-376861) were from Santa Cruz Biotechnology Inc. (Dallas, TX). Astilbin (Cat. No. S3932) was purchased from Selleck Chemicals (Houston, TX). TRIzol® was from Favorgen (Ping-Tung, Taiwan). The BCA assay kit was purchased from Bio-Rad (Hercules, CA).
Collection of A. chinensis samples
Three separate parts of A. chinensis plant (aerial parts, underground parts, and inflorescences) from four separate regions of the Republic of Korea (Gapyeong-gun, Gyunggi-do; Yangsan-si, Gyeongsangnam-do; Suncheon-si, Jeollanam-do; Yanggu-gun, Gangwon-do) were collected in flowering and fruiting seasons in 2018, which were identified by Dr. Jin-Oh Hyun at Northeastern Asia Biodiversity Institute (Table 1). The present study, using wild A. chinensis, poses no risk of extinction for the species while complying with national and international guidelines and legislation. No special permits were required for sampling, as we restricted collection to public lands excluding protected areas and private property. Voucher specimens were deposited in the Herbarium of the Bio Industry Department, Gyeonggido Business & Science Accelerator (GBSA) in Korea.
Preparation of an ethanol extract of A. chinensis (ACE)
We macerated the dried and powdered samples of each plant system with 70% ethanol (1 L per 100 μg of each sample) for 24 h at room temperature to extract them. The resulting extract was used for initial screening or underwent filtration and evaporation in vacuo at 40°C, followed by lyophilization. The resulting extract powders were then dissolved in DMSO at a concentration of 100 mg/mL.
Cell culture and viability assay
We obtained the RAW 264.7 murine macrophage cell line from the American Type Culture Collection (ATCC, MD, USA). The cells were cultured at 37°C in DMEM supplemented with 2 mM glutamine, 100 U/mL penicillin, 100 μg/mL streptomycin, and 10% fetal bovine serum (FBS) under a 5% CO2 environment. To assess cell viability, RAW 264.7 cells (3.0×105 cells/well) were seeded in a 6-well plate and incubated for 24 h before experimental interventions. Subsequently, the cells were pre-treated with various concentrations of ACE for 3 h or 16 h before exposure to 3 μL of LPS (100 μg/mL in DMSO) for 3 h. Following treatment, the cells were incubated with MTT (5 mg/mL, 200 μL/well) for 3 h at 37°C. The medium was then removed and 2 mL of DMSO was added to each well to dissolve the formazan crystals in the viable cells. The optical density was measured at a wavelength of 570 nm using Multiskan GO (Thermo Fisher Scientific, CA, USA).
Measurement of NO and inflammatory cytokines
We seeded RAW 264.7 macrophages at a density of 3.0×105 cells/well in six-well plates and allowed them to incubate for 24 h before initiating experimental interventions. Subsequently, we pre-treated the cells with various concentrations of ACE for either 3 h or 16 h before exposure to LPS for 3 h. Following treatment, we collected the culture media, which was then centrifuged at 13,000 rpm for 3 min at 4°C. We employed the Griess assay to analyze nitrite (NO2-) levels with an absorbance measured at 548 nm. Specifically, 150 μL of cell culture medium was added to each well of a 96-well plate, followed by the addition of 130 μL of distilled water and 20 μL of Griess reagent (1% sulfanilamide and 0.1% naphthylenediamine dihydrochloride in 2% phosphoric acid). The plate was left to incubate for 10 min at room temperature with agitation. Nitrite production was quantified spectrophotometrically using Multiskan GO (Thermo Fisher Scientific, CA, USA). The levels of TNF and IL-6 were assessed using an ELISA kit by the manufacturer’s instructions.
Western blotting analysis
Proteins were extracted with RIPA buffer containing Halt™ protease and phosphatase inhibitors with 5 mM EDTA. Protein concentrations were determined using a BCA assay kit. Cell lysates containing 20 μg of protein were applied to 10% gels and subsequently transferred to a PVDF membrane. The membrane was then blocked using a 5% skim milk solution, followed by incubation with the primary antibody overnight at 4°C. After washing and re-blocking the membrane, we applied the secondary antibody, diluted 1:5,000 in 5% skim milk, for 1 h. Finally, bands were detected by ChemiDoc™ Imaging System (Bio-Rad, CA, USA).
cDNA synthesis and qPCR
We washed the RNA extracted from the cells once with PBS and then treated it with TRIzol® for prolonged preservation. Reverse transcription of RNA was performed using the Prime Script 1st strand cDNA Synthesis Kit (Takara, Japan), and qPCR was conducted using the Power SYBR Green PCR Master mix (Applied Biosystems, USA) with Exicycler 96 system (Bioneer, Korea). The primers utilized in this study are listed in Table 1.
Minimum inhibitory concentration (MIC) assay of oral pathogenic bacteria
We obtained strains of S. sanguinis (KCOM 1070), S. mutans (KCOM 1054), and P. gingivalis (KCOM 2796) from the Korean Collection for Oral Microbiology (KCOM) and cultured them under anaerobic conditions (80% N2, 10% CO2, 10% H2). P. gingivalis was cultivated in KCOM broth supplemented with 5 mg/mL hemin, 1 μg/mL vitamin K1, and 50 mg/mL sterile defibrinated sheep blood at 37°C. Strains of S. sanguinis and S. mutans were grown in brain heart infusion (BHI) medium at 37°C. We inoculated a single colony to obtain a freshly saturated culture medium. For the MIC assay, we adjusted the initial optical density at 600 nm (OD600) to 0.05 in a 6-well plate using freshly saturated seven-day cultures (P. gingivalis) and 24-h cultures (S. mutans and S. sanguinis). The cells were then treated with GA-13-6 stock (5 mg/mL in ethanol) at final concentrations ranging from 0.008 to 1.0 mg/mL and incubated for five to seven days (P. gingivalis) and 12 to 24 h (S. mutans and S. sanguinis) before OD600 measurement.
Results
Selection of GA-13-6 based on IL-6 suppression activity
We assigned codes GA-13-1 to GA-13-18 to 18 samples (Table 2). Among these, we excluded six samples (GA-13-7, 8, 12, 14, 15, and 17) owing to poor sample quality. Subsequently, we identified ethanolic GA-13-6, GA-13-9, and GA-13-13 as exhibiting relatively high efficacy in suppressing the inflammatory cytokine IL-6 when RAW 264.7 macrophages were pre-treated with 100 μg/mL of ACE for 3 h (Fig 1a). Upon drying and dissolution in DMSO, GA-13-6 maintained the highest efficacy against IL-6 without inducing cytotoxicity (Fig 1b and 1c). We then optimized the duration and the concentration of LPS treatment. Treatment with LPS up to 300 ng/mL for 3 h showed no significant differences in the cell viability (Fig 1d) while yielding enhanced stimulation levels (Fig 1e). Consequently, cells were treated with 300 ng/mL LPS for 3 h for stimulation in subsequent experiments.
(a) RAW 264.7 cells were pre-treated with 100 μg/mL of ACEs from six different samples (GA-13-1, 2, 3, 4, 5, 6, 9, 10, 11, 13, 14, 16, and 18) in ethanol for 3 h, then with 100 ng/mL of LPS in 70% ethanol for 12 h. ACEs that were less effective in suppressing the inflammatory cytokine IL-6 (GA-13-1, 2, 3, 4, 5, 10, 11, 16, and 18) were excluded from further testing. Additionally, GA-13-14 was found to have an insufficient amount for further study. (b) The dried powders of three GA-13-6, 9, and 13, dissolved in DMSO, exhibited no cytotoxicity in cell proliferation assessed by the MTT assay (b) and showed similar effectiveness in IL-6 suppression (c). Treatment with LPS up to 300 ng/mL for 3 h resulted in negligible cytotoxicity (d) while inducing a better fold change in IL-6 levels (e). The data represent the mean ± SD of three or at least two independent experiments. ***p < 0.005 vs ethanol or DMSO control.
GA-13-7, 8, 12, 15, and 17 (gray-colored cells) were excluded based on the initial screening for plant sample quality.
GA-13-6 reduces proinflammatory mediators in LPS-induced RAW 264.7 macrophages
To assess cytotoxicity due to long-term treatment, we employed various concentrations of GA-13-6 to pre-treat cells for 3 h (short-term) and 16 h (long-term) before subjecting them to LPS treatment for 3 h. The results revealed no significant cytotoxicity when cells were pre-treated with GA-13-6 up to 200 μg/mL (Fig 2a). Subsequently, we evaluated the anti-inflammatory activity of GA-13-6 by assessing the suppression of inflammatory markers in macrophages. Upon inducing RAW 264.7 cells with 300 ng/mL of LPS for 3 h, we observed the upregulation of proinflammatory cytokines such as IL-6 (Fig 2b), TNF (Fig 2c), and NO (Fig 2d) in RAW 264.7 cells. However, pre-treatment of cells with GA-13-6 for either 3 h or 16 h, led to dose-dependent suppression of these inductions. Specifically, for IL-6 and TNF, shorter pre-exposure to GA-13-6 resulted in a greater reduction, with IL-6 reduction being more pronounced than TNF (Fig 2b and 2c). Conversely, NO production levels were higher when cells were pre-treated with GA-13-6 for 16 h before LPS stimulation (Fig 2d), resulting in a more substantial dose-dependent reduction in NO. Altogether, pre-treatment with GA-13-6 effectively prevented RAW 264.7 macrophages from activating proinflammatory cytokines upon LPS induction.
Cells were pre-treatment with GA-13-6 for 3 h (empty bars) or 16 h (filled bars) before treatment with LPS (0.3 μg/mL) for 3 h. Cell viability was assessed by MTT assay (a). Levels of LPS-induced proinflammatory cytokines, IL-6 (b) and TNF (c), were quantified using ELISA. NO levels were measured by Griess assay using culture supernatant (d). *p < 0.05, ***p < 0.005, #p < 0.001 vs LPS-only group.
GA-13-6 reduced the mRNA and protein expression levels of COX2 and iNOS
Both COX2 and iNOS (NOS2) are known as crucial factors associated with the generation of NO in inflammatory reactions [30]. To ascertain whether GA-13-6 inhibits the production of NO and inflammatory cytokines by regulating COX2 and iNOS expression in RAW 264.7 cells, we analyzed the mRNA expression levels of both Cox2 and Nos2. The mRNA expression levels of both genes were significantly suppressed at concentrations above 25 μg/mL of GA-13-6 with either 3 h or 16 h pre-treatment (Fig 3a and 3b). Notably, similar to the NO production pattern depicted in Fig 2d, the mRNA expression levels of both genes induced by LPS stimulation were higher when macrophages were pre-treated with GA-13-6 for 16 h, resulting in a more pronounced reduction of mRNA expression levels in a dose-dependent manner.
The cells were pre-treated with GA-13-6 (0, 25, 50,100 μg/mL) for 3 h (empty bars) and 16 h (filled bars), respectively, before incubation with LPS (0.3 μg/mL) for 3 h. The mRNA expression levels of Cox2 (a) and Nos2 (b) were normalized using Gapdh gene. Protein expression levels of COX2 and iNOS (c) were confirmed by Western blotting. ***p < 0.005, #p < 0.001 vs LPS-only group.
We subsequently confirmed that the protein expression levels of COX2 and iNOS decreased when RAW 264.7 macrophages were pre-treated with GA-13-6, as evidenced by Western blotting analysis (Figs 3c and S1). Upon stimulation by LPS, iNOS was overexpressed, which was reversed with increasing concentrations of pre-treated GA-13-6. The reduction in iNOS expression was more pronounced when cells were pre-treated with GA-13-6 for 3 h. Interestingly, iNOS expression was slightly upregulated when cells were pre-treated with 25 μg/mL of GA-13-6, suggesting a potential temporal difference between the translation of actual proteins and the transcription of mRNA in the nucleus. On the other hand, the level of COX2 overexpression was not evident when cells were induced by LPS, while the reduction was more pronounced in cells pre-treated with GA-13-6 for 16 h. The overall expression levels of both iNOS and COX2 were higher when the macrophages were pre-treated with GA-13-6 for 16 h, aligning with the higher transcription levels of both mRNAs for samples pre-treated for a longer duration (See Fig 3a and 3b).
Astilbin showed limited efficacy in the prevention of the immune responses in LPS-stimulated RAW 264.7 cells
We proceeded to evaluate the anti-inflammatory effect of astilbin, a representative bioactive compound found in A. chinensis rhizome [23]. We anticipated that the efficacy of GA-13-6, as NCS that constitute heterogeneous compounds simultaneously, could differ from that of purified astilbin. Indeed, purified astilbin exhibited marginal cytotoxicity when applied to RAW 264.7 macrophages up to 40 μg/mL for 3 h and 16 h, respectively (Fig 4a). Unlike GA-13-6, however, the compound failed to reduce the activation of IL-6 and TNF (Fig 4b and 4c). On the contrary, the mRNA expression levels of Cox2 and Nos2 in LPS-induced cells significantly increased when cells were pre-treated with astilbin (Fig 4d and 4e). The induction of Cox2 mRNA was dose-dependent when cells were pre-treated with astilbin for 3 h, which was disrupted with 16 h (Fig 4d). In contrast, the induction of Nos2 mRNA was dose-dependent when cells were pre-incubated with astilbin for 16 h, except when 20 μg/mL of astilbin was used (Fig 5e). Both mRNA expressions were efficiently suppressed only when the macrophages were pre-incubated with 20 μg/mL of astilbin for 16 h, indicating a narrow window of optimal concentrations and pre-incubation time for this specific chemical to be effective.
The cells were pre-treated with astilbin (0, 5, 10, 20, 40 μg/mL) for 3 h (empty bars) and 16 h (filled bars), respectively, before LPS (0.3 μg/mL) treatment for 3 h. The cell proliferation was measured by MTT assay (a). The expression levels of IL-6 (b) and TNF (c) were determined by ELISA. The mRNA expression levels of Cox2 (d) and Nos2 (e) were normalized using the Gapdh gene. *p < 0.05, **p < 0.01, ***p < 0.005, #p < 0.001 vs LPS-only group.
GA-13-6 inhibited most strongly the growth of P. gingivalis, followed by S. sanguinis and S. mutans. Bacterial cell viability was determined by normalized OD600. *p < 0.05, **p < 0.01, ***p < 0.005, #p < 0.001 vs control group (0.000 mg/mL of GA-13-6).
GA-13-6 inhibited the growth of major oral pathogenic bacteria
We next demonstrated the bacteriostatic antibacterial activity of GA-13-6 by determining minimum inhibitory concentrations (MICs) of three common oral pathogenic bacteria: S. mutans, S. sanguinis, and P. gingivalis. Our findings revealed that GA-13-6 efficiently inhibited the growth of pathogens in the following order: P. gingivalis, S. sanguinis, and S. mutans (Fig 5). The amount of GA-13-6 was insufficient to reach the MICs of S. mutans and S. sanguinis, resulting in estimated MICs of 2 mg/mL for both cells. The MIC of P. gingivalis was 0.5 mg/mL.
Discussion
Generally, botanically-derived NCS represent a mixture of heterogeneous substances widely utilized as ingredients in various products under proper regulatory framework [31]. There are intrinsic variations in the chemical composition of NCS obtained from one unique genus and species owing to the differences in the region of growth, the annual variations in climate within the region, the part of the plant as source material, and processing methodologies, such as extraction, distillation, pressing, fractionation, purification, concentration, or fermentation [32].
While extracts of A. chinensis rhizomes have frequently been reported to possess anti-inflammatory [25,29], anti-tumor [33–37], and anti-platelet activities [38], studies on the extract of the inflorescence of A. chinensis have not yet been reported. In this study, we demonstrated that GA-13-6, as a patented NCS, exhibits anti-inflammatory properties as well as antibacterial effects on oral pathogenic bacteria such as P. gingivalis, S. sanguinis, and S. mutans. To this end, we collected three different parts (aerial, underground, inflorescence) of the plant from four different regions of South Korea in two different seasons. A total of 18 collected samples were initially screened for sample quality and quantity, followed by preliminary tests for cell cytotoxicity and anti-IL-6 activity. We selected GA-13-6 as a proprietary NCS candidate, which efficiently inhibited the activation of proinflammatory cytokines when RAW 264.7 macrophages were later induced by LPS treatment.
LPS-induced RAW 264.7 macrophages are commonly used for studies on inflammatory reactions, wherein NF-κB, a pivotal transcription factor in the nucleus, is activated upon LPS binding to TLR4 on the cell membrane [39,40]. NF-κB plays an important role in regulating inflammatory responses by upregulating the expression of proinflammatory cytokines and inflammatory mediators, such as TNF (formerly known as TNF-α), IL-6, iNOS, and COX2 [41,42]. TNF, a representative inflammatory cytokine, is secreted early in the immune response and is involved in the activation of inflammation and regulation of cell necrosis [43]. IL-6, also produced in the acute phase of inflammatory responses, contributes to host defense in both humoral and cellular immunity [44]. NO, an anti-inflammatory signaling molecule under normal physiological conditions, plays a significant role in the pathogenesis of inflammation when over-produced upon infectious and proinflammatory stimuli [45]. In such abnormal situations, iNOS increases to produce more NO by converting L-arginine to L-citrulline [46,47]. NO is also involved in the activation of COX2, leading to the simultaneous release of mediators, such as prostaglandin E2 (PGE2) and prostacyclin (PGI2), from the COX pathway [48,49]. Thus, selective inhibition of the iNOS pathway is an important strategy for controlling many chronic inflammatory diseases including, but not limited to, cognitive and cardiovascular diseases [50]. Particularly, when iNOS synthesis is induced by bacterial endotoxin LPS, the production of high levels of NO is delayed but prolonged [51], partially explaining our Western results wherein the level of iNOS protein expression is inconsistent with the level of mRNA expression (Fig 3b and 3c). The reason why LPS induction of the macrophages barely increases COX2 protein expression and why the expression levels of both COX2 and iNOS increase when the macrophages were pre-treated with GA-13-6 for a longer duration remains obscure, although the results suggest that GA-13-6 can counteract LPS-mediated immune responses in a dose-dependent manner (Fig 3c).
Previously, Gil et al. [28] demonstrated the anti-inflammatory effect of ACE from the rhizomes of the plant using LPS-stimulated RAW 264.7 macrophages and thioglycollate-elicited peritoneal macrophages from male C57BL/6 mice. They observed a decrease in the levels of inflammatory mediators (NO, iNOS, PGE2, and COX2) upon pre-incubation of the cells with ACE for 1 h before LPS (1.0 μg/mL) stimulation for over 24 h. In these experimental conditions, the degree of NO reduction was dose-dependent, where 25 μg/mL of ACE was sufficient to reduce the level of NO to half of the fully elevated level. The expression level of iNOS followed a similar pattern. However, the reduction levels of other proinflammatory cytokines (IL-6 and TNF) were limited and dose-independent. In contrast, we pre-incubated the cells with GA-13-6 for 3 h and 16 h to compare the effect of short- and long-term exposure before inducing inflammatory responses in RAW 264.7 cells using 300 ng/mL of LPS while maintaining cell viability. In our experimental conditions, the degrees of reduction of IL-6 and TNF were greater with short-term exposure to GA-13-6 (Fig 3b and 3c). By contrast, the secretion of NO was greater if the cells were pre-exposed to GA-13-6 for 16 h, resulting in a more drastic decrease as the concentration of GA-13-6 increased (Fig 3d). Likewise, the mRNA expression levels of both Cox2 and Nos2 diminished more substantially when the cells were exposed for 16 h in a dose-dependent manner. The protein expression levels, however, remained higher with 16 h pre-treatment of the macrophages with LPS (Fig 3), indicating that the half-life of the mRNA is shorter than that of the translated proteins, and the longer the incubation, the more the protein accumulation. Collectively, GA-13-6 exhibited no less anti-inflammatory effect than ACE of the underground parts in LPS-induced macrophages.
Astilbin, one of the major active flavonoids isolated from the rhizome of A. chinensis [52–54], is also found in numerous plants and processed foods, such as wines, champagnes, and turtle jelly [55]. Its anti-inflammatory activity has been demonstrated in various studies involving T helper 17 (Th17) cells in a psoriasis-like mouse model [56], HaCaT cells and a psoriasis-like guinea pig model [26], an adjuvant-arthritis rat model [52], high glucose-induced glomerular mesangial cells [23], T- and B-cells in lupus mice models [57], mouse J774A.1 macrophages [58], human chondrocytes [27], and osteoarthritis mouse [27] and rat models [59]. However, in our study, astilbin exhibited no inhibitory effect on the production of inflammatory mediators and proinflammatory cytokines in LPS-induced RAW 264.7 macrophages (Fig 4). Interestingly, astilbin isolated from Smilax corbularia was reported to have no inhibitory effect on NO production while blocking PGE2 release in RAW 264.7 cells induced by 1.0 μg/mL of LPS for 24 h [54]. Additionally, astilbin from the rhizome of Smilax glabra was reported to inhibit the production of NO and TNF but not IL-6 in RAW 264.7 cells induced by 1.0 μg/mL of LPS for 20 h [53]. Given that flavonoids, commonly found in photosynthesizing plants, generally possess anti-inflammatory activity [55], the inconsistency in results among research groups may stem from differences in cell lines, such as RAW 264.7 cells versus others, and the amount and duration of LPS treatment. It should be noted, however, that GA-13-6, as an NCS, comprises a variety of functional flavonoids [19] that together yield stronger anti-inflammatory activity than a single compound can [54].
Periodontal disease is associated with a variety of bacteria and the biofilms they form that can cause damage to the periodontal support structure, which is closely linked to many systemic diseases [2,60]. P. gingivalis serves as a keystone pathogenic bacterium in the onset of periodontal disease [61]. Recent studies have confirmed the close relationship between this bacterium and systemic diseases including cancer, cardiovascular disease [62–66], diabetes [67,68], rheumatoid arthritis [69], and Alzheimer’s disease [11–14,70–73]. P. gingivalis produces several potential virulence factors, such as gingipain proteases, outer membrane vesicles (OMVs), LPS, capsule, and fimbriae [13,14,72–75]. Among these, gingipain proteases (Rgp and Kgp) are essential for its survival while simultaneously acting as primary virulence factors [72]. Specifically, gingipains directly influence gene expression associated with dementia in the brain [73]. While capsule and fimbriae facilitate physical interactions with host cells, LPS, and OMVs trigger intracellular proinflammatory signaling pathways [14,66]. Conversely, bacterial commensals or opportunistic pathogens, such as S. sanguinis, Streptococcus gordonii, and Candida albicans, may create a favorable environment for P. gingivalis pathogenesis when there is disruption in the balance of the bacterial community [74]. Considering that plant flavonoids can reduce inflammatory responses and inhibit bacterial growth [76], we hypothesized that GA-13-6 may contain various flavonoids and could suppress the growth of oral pathogens. As anticipated, GA-13-6 efficiently inhibits the growth of P. gingivalis as well as S. sanguinis and S. mutans, suggesting that GA-13-6 may prevent infection and suppress ensuing inflammation if any infections occur. The difference in the inhibitory efficacy of GA-13-6 between Gram-positive and Gram-negative bacteria as shown in Fig 5 could be attributed to differences in membrane structures, which can be disrupted by some flavonoids [77]. Thus, instead of using conventional antibiotics for treatment, which can lead to dysbiosis and antibiotic resistance, the use of NCS such as GA-13-6 may facilitate the restoration of healthy oral commensalism with minimal side effects.
In this study, we made an effort to collect three different parts of A. chinensis from a wide variety of regions in two different seasons and screened the optimal part of the plant that could effectively prevent the onset of cellular inflammation as well as the growth of oral pathogenic bacteria. Following the screening process, we first discovered that the ACE of the inflorescence of A. chinensis, GA-13-6, obtained during the flowering season, exhibited the best performance. We aimed to utilize GA-13-6 as NCS for the prevention and treatment of periodontal disease, a near-pandemic disease in the oral cavity, as well as widespread dental caries. As expected, GA-13-6 successfully suppressed both cellular inflammation responses and oral bacterial growth.
GA-13-6, an ethanol extract from A. chinensis inflorescence, efficiently suppressed the activation of proinflammatory cytokines and inflammatory mediators, such as TNF, IL-6, and NO, as well as the expression of COX2 and iNOS enzymes in LPS-stimulated RAW 264.7 macrophages. The anti-inflammatory efficacy of GA-13-6 surpasses that of purified astilbin, one of the major effective ingredients found in A. chinensis. The antibacterial effects of the extracts were also confirmed for the first time against prevalent oral pathogens, such as S. mutans, S. sanguinis, and P. gingivalis, indicating that GA-13-6 can inhibit bacterial infection in the oral cavity and suppress ensuing inflammatory responses. Further study is needed to identify the active ingredients of GA-13-6 responsible for the anti-bacterial efficacy and to define the selectivity of GA-13-6 for many other benign and harmful bacteria in the oral cavity.
Supporting information
S1 Fig. Western raw images and quantification analysis on the effect of GA-13-6 on protein expression levels of COX2 and iNOS in LPS-induced RAW 264.7 cells.
(a) Triplicate western blot images. The third images were used for Fig 3c. M: Protein markers (inversely stained). *Non-specific bands. (b) Quantification of the western bands corresponding to COX2 and iNOS. *p < 0.05 vs LPS-only group.
https://doi.org/10.1371/journal.pone.0306543.s001
(TIF)
S1 Dataset. Complete manuscript raw dataset providing cell viability tests, immunoassays, qPCR and western assays, bacterial growth inhibition assays, and ANOVA analyses.
https://doi.org/10.1371/journal.pone.0306543.s002
(XLSX)
References
- 1. Zero DT, Brennan MT, Daniels TE, Papas A, Stewart C, Pinto A, et al. Clinical practice guidelines for oral management of Sjögren disease: Dental caries prevention. J Am Dent Assoc. 2016;147(4):295–305. pmid:26762707.
- 2. Kinane DF, Stathopoulou PG, Papapanou PN. Periodontal diseases. Nat Rev Dis Primers. 2017;3:17038. pmid:28805207.
- 3. Kolenbrander PE, Andersen RN, Blehert DS, Egland PG, Foster JS, Palmer RJ Jr. Communication among oral bacteria. Microbiol Mol Biol Rev. 2002;66(3):486–505, table of contents. pmid:12209001.
- 4. Golz L, Memmert S, Rath-Deschner B, Jager A, Appel T, Baumgarten G, et al. LPS from P. gingivalis and hypoxia increases oxidative stress in periodontal ligament fibroblasts and contributes to periodontitis. Mediators Inflamm. 2014;2014:986264. pmid:25374447.
- 5. Takahashi N, Nyvad B. The role of bacteria in the caries process: ecological perspectives. J Dent Res. 2011;90(3):294–303. pmid:20924061.
- 6. Scharnow AM, Solinski AE, Wuest WM. Targeting S. mutans biofilms: a perspective on preventing dental caries. Medchemcomm. 2019;10(7):1057–67. pmid:31391878.
- 7. Gao L, Xu T, Huang G, Jiang S, Gu Y, Chen F. Oral microbiomes: more and more importance in oral cavity and whole body. Protein Cell. 2018;9(5):488–500. pmid:29736705.
- 8. Crump KE, Bainbridge B, Brusko S, Turner LS, Ge X, Stone V, et al. The relationship of the lipoprotein SsaB, manganese and superoxide dismutase in Streptococcus sanguinis virulence for endocarditis. Mol Microbiol. 2014;92(6):1243–59. pmid:24750294.
- 9. Lucchese A. Streptococcus mutans antigen I/II and autoimmunity in cardiovascular diseases. Autoimmun Rev. 2017;16(5):456–60. pmid:28286107.
- 10. Paul O, Arora P, Mayer M, Chatterjee S. Inflammation in Periodontal Disease: Possible Link to Vascular Disease. Front Physiol. 2020;11:609614. pmid:33519515.
- 11. Dominy SS, Lynch C, Ermini F, Benedyk M, Marczyk A, Konradi A, et al. Porphyromonas gingivalis in Alzheimer’s disease brains: Evidence for disease causation and treatment with small-molecule inhibitors. Sci Adv. 2019;5(1):eaau3333. pmid:30746447.
- 12. Beydoun MA, Beydoun HA, Hossain S, El-Hajj ZW, Weiss J, Zonderman AB. Clinical and Bacterial Markers of Periodontitis and Their Association with Incident All-Cause and Alzheimer’s Disease Dementia in a Large National Survey. J Alzheimers Dis. 2020;75(1):157–72. pmid:32280099.
- 13. Nara PL, Sindelar D, Penn MS, Potempa J, Griffin WST. Porphyromonas gingivalis Outer Membrane Vesicles as the Major Driver of and Explanation for Neuropathogenesis, the Cholinergic Hypothesis, Iron Dyshomeostasis, and Salivary Lactoferrin in Alzheimer’s Disease. J Alzheimers Dis. 2021:1–34. pmid:34275903.
- 14. Zhang Z, Liu D, Liu S, Zhang S, Pan Y. The Role of Porphyromonas gingivalis Outer Membrane Vesicles in Periodontal Disease and Related Systemic Diseases. Front Cell Infect Microbiol. 2021;10:585917. pmid:33585266.
- 15. Santacroce L, Spirito F, Bottalico L, Muzio LE, Charitos AI, Potenza AM, et al. Current Issues and Perspectives in Antimicrobials use in Dental Practice. Curr Pharm Des. 2022;28(35):2879–89. pmid:36125834
- 16. Anderson AC, von Ohle C, Frese C, Boutin S, Bridson C, Schoilew K, et al. The oral microbiota is a reservoir for antimicrobial resistance: resistome and phenotypic resistance characteristics of oral biofilm in health, caries, and periodontitis. Ann Clin Microbiol Antimicrob. 2023;22(1):37. pmid:37179329
- 17. Baker JL, Mark Welch JL, Kauffman KM, McLean JS, He X. The oral microbiome: diversity, biogeography and human health. Nat Rev Microbiol. 2024;22(2):89–104. pmid:37700024
- 18. Cao X, Cheng X-W, Liu Y-Y, Dai H-W, Gan R-Y. Inhibition of pathogenic microbes in oral infectious diseases by natural products: Sources, mechanisms, and challenges. Microbiol Res. 2024;279:127548. pmid:38016378
- 19. Xue Y, Xu XM, Yan JF, Deng WL, Liao X. Chemical constituents from Astilbe chinensis. J Asian Nat Prod Res. 2011;13(2):188–91. pmid:21279884.
- 20. Zhang XH, Wang Z, Kang BG, Hwang SH, Lee JY, Lim SS, et al. Antiobesity Effect of Astilbe chinensis Franch. et Savet. Extract through Regulation of Adipogenesis and AMP-Activated Protein Kinase Pathways in 3T3-L1 Adipocyte and High-Fat Diet-Induced C57BL/6N Obese Mice. Evid Based Complement Alternat Med. 2018;2018:1347612. pmid:30622587.
- 21. Sancheti S, Sancheti S, Lee SH, Lee JE, Seo SY. Screening of Korean Medicinal Plant Extracts for α-Glucosidase Inhibitory Activities. Iran J Pharm Res. 2011;10(2):261–4. pmid:24250352.
- 22. Yuk JE, Lee MY, Kwon OK, Cai XF, Jang HY, Oh SR, et al. Effects of astilbic acid on airway hyperresponsiveness and inflammation in a mouse model of allergic asthma. Int Immunopharmacol. 2011;11(2):266–73. pmid:21168540.
- 23. Chen F, Zhu X, Sun Z, Ma Y. Astilbin Inhibits High Glucose-Induced Inflammation and Extracellular Matrix Accumulation by Suppressing the TLR4/MyD88/NF-κB Pathway in Rat Glomerular Mesangial Cells. Front Pharmacol. 2018;9:1187. pmid:30459606.
- 24. Chen WD, Nie MH. HPLC determination of bergenin in Astilbe chinensis (Maxim.) Franch. et Sav. and Bergenia purpurascens (Hook. F. et Thoms.) Engl. Yao Xue Xue Bao. 1988;23(8):606–9. pmid:3254041.
- 25. Moon TC, Lin CX, Lee JS, Kim DS, Bae K, Son KH, et al. Antiinflammatory activity of astilbic acid from Astilbe chinensis. Biol Pharm Bull. 2005;28(1):24–6. pmid:15635157.
- 26. Yu J, Xiao Z, Zhao R, Lu C, Zhang Y. Astilbin emulsion improves guinea pig lesions in a psoriasis-like model by suppressing IL-6 and IL-22 via p38 MAPK. Mol Med Rep. 2018;17(3):3789–96. pmid:29286161.
- 27. Sun S, Yan Z, Shui X, Qi W, Chen Y, Xu X, et al. Astilbin prevents osteoarthritis development through the TLR4/MD-2 pathway. J Cell Mol Med. 2020;24(22):13104–14. pmid:33063931.
- 28. Gil TY, Jin BR, Hong CH, Park JH, An HJ. Astilbe chinensis ethanol extract suppresses inflammation in macrophages via NF-κB pathway. BMC Complement Med Ther. 2020;20(1):302. pmid:33028307.
- 29. Na M, Min BS, An RB, Jin W, Kim YH, Song KS, et al. Effect of the rhizomes of Astilbe chinensis on UVB-induced inflammatory response. Phytother Res. 2004;18(12):1000–4. pmid:15742355.
- 30. Murakami A, Ohigashi H. Targeting NOX, INOS and COX-2 in inflammatory cells: Chemoprevention using food phytochemicals. Int J Cancer. 2007;121(11):2357–63. pmid:17893865.
- 31. Mattoli L, Pelucchini C, Fiordelli V, Burico M, Gianni M, Zambaldi I. Natural complex substances: From molecules to the molecular complexes. Analytical and technological advances for their definition and differentiation from the corresponding synthetic substances. Phytochemistry. 2023;215:113790. pmid:37487919
- 32.
EFEO/IFRA. Guidelines on Substance Identification and Sameness of Natural Complex Substances (NCS) under REACH and CLP. 2015:3–6.
- 33. Tu J, Sun HX, Ye YP. Immunomodulatory and antitumor activity of triterpenoid fractions from the rhizomes of Astilbe chinensis. J Ethnopharmacol. 2008;119(2):266–71. pmid:18692123.
- 34. Sun HX, Zheng QF, Tu J. Induction of apoptosis in HeLa cells by 3β-hydroxy-12-oleanen-27-oic acid from the rhizomes of Astilbe chinensis. Bioorg Med Chem. 2006;14(4):1189–98. pmid:16214353.
- 35. Sun HX, Ye YP, Pan YJ. Cytotoxic oleanane triterpenoids from the rhizomes of Astilbe chinensis (Maxim.) Franch. et Savat. J Ethnopharmacol. 2004;90(2–3):261–5. pmid:15013190.
- 36. Cai XF, Park BY, Ahn KS, Kwon OK, Lee HK, Oh SR. Cytotoxic triterpenoids from the rhizomes of Astilbe chinensis. J Nat Prod. 2009;72(7):1241–4. pmid:19585998.
- 37. Deng W, Sun HX, Chen FY, Yao ML. Immunomodulatory activity of 3β,6β-dihydroxyolean-12-en-27-oic acid in tumor-bearing mice. Chem Biodivers. 2009;6(8):1243–53. pmid:19697343.
- 38. Jeon BR, Irfan M, Lee SE, Lee JH, Rhee MH. Astilbe chinensis Modulates Platelet Function via Impaired MAPK and PLCγ2 Expression. Evid Based Complement Alternat Med. 2018;2018:3835021. pmid:30174701.
- 39. Lucas K, Maes M. Role of the Toll Like receptor (TLR) radical cycle in chronic inflammation: possible treatments targeting the TLR4 pathway. Mol Neurobiol. 2013;48(1):190–204. pmid:23436141.
- 40. Chow JC, Young DW, Golenbock DT, Christ WJ, Gusovsky F. Toll-like receptor-4 mediates lipopolysaccharide-induced signal transduction. J Biol Chem. 1999;274(16):10689–92. pmid:10196138.
- 41. Tak PP, Firestein GS. NF-κB: a key role in inflammatory diseases. J Clin Invest. 2001;107(1):7–11. pmid:11134171.
- 42. Kanno S, Shouji A, Tomizawa A, Hiura T, Osanai Y, Ujibe M, et al. Inhibitory effect of naringin on lipopolysaccharide (LPS)-induced endotoxin shock in mice and nitric oxide production in RAW 264.7 macrophages. Life Sci. 2006;78(7):673–81. pmid:16137700.
- 43. Fischer R, Maier O. Interrelation of oxidative stress and inflammation in neurodegenerative disease: role of TNF. Oxid Med Cell Longev. 2015;2015:610813. pmid:25834699.
- 44. Tanaka T, Narazaki M, Kishimoto T. IL-6 in inflammation, immunity, and disease. Cold Spring Harb Perspect Biol. 2014;6(10):a016295. pmid:25190079.
- 45. Sharma JN, Al-Omran A, Parvathy SS. Role of nitric oxide in inflammatory diseases. Inflammopharmacology. 2007;15(6):252–9. pmid:18236016.
- 46. Weinberg JB, Misukonis MA, Shami PJ, Mason SN, Sauls DL, Dittman WA, et al. Human mononuclear phagocyte inducible nitric oxide synthase (iNOS): analysis of iNOS mRNA, iNOS protein, biopterin, and nitric oxide production by blood monocytes and peritoneal macrophages. Blood. 1995;86(3):1184–95. pmid:7542498.
- 47. Schwedhelm E, Maas R, Freese R, Jung D, Lukacs Z, Jambrecina A, et al. Pharmacokinetic and pharmacodynamic properties of oral L-citrulline and L-arginine: impact on nitric oxide metabolism. Br J Clin Pharmacol. 2008;65(1):51–9. pmid:17662090.
- 48. Salvemini D, Misko TP, Masferrer JL, Seibert K, Currie MG, Needleman P. Nitric oxide activates cyclooxygenase enzymes. Proc Natl Acad Sci USA. 1993;90(15):7240–4. pmid:7688473.
- 49. Ahmad N, Chen LC, Gordon MA, Laskin JD, Laskin DL. Regulation of cyclooxygenase-2 by nitric oxide in activated hepatic macrophages during acute endotoxemia. J Leukoc Biol. 2002;71(6):1005–11. pmid:12050186.
- 50. Vanhatalo A, L’Heureux JE, Kelly J, Blackwell JR, Wylie LJ, Fulford J, et al. Network analysis of nitrate-sensitive oral microbiome reveals interactions with cognitive function and cardiovascular health across dietary interventions. Redox Biol. 2021;41:101933. pmid:33721836.
- 51. Salvemini D, Kim SF, Mollace V. Reciprocal regulation of the nitric oxide and cyclooxygenase pathway in pathophysiology: relevance and clinical implications. Am J Physiol Regul Integr Comp Physiol. 2013;304(7):R473–87. pmid:23389111.
- 52. Dong L, Zhu J, Du H, Nong H, He X, Chen X. Astilbin from Smilax glabra Roxb. Attenuates Inflammatory Responses in Complete Freund’s Adjuvant-Induced Arthritis Rats. Evid Based Complement Alternat Med. 2017;2017:8246420. pmid:29104606.
- 53. Lu CL, Zhu YF, Hu MM, Wang DM, Xu XJ, Lu CJ, et al. Optimization of astilbin extraction from the rhizome of Smilax glabra, and evaluation of its anti-inflammatory effect and probable underlying mechanism in lipopolysaccharide-induced RAW264.7 macrophages. Molecules. 2015;20(1):625–44. pmid:25569518.
- 54. Ruangnoo S, Jaiaree N, Makchuchit S, Panthong S, Thongdeeying P, Itharat A. An in vitro inhibitory effect on RAW 264.7 cells by anti-inflammatory compounds from Smilax corbularia Kunth. Asian Pac J Allergy Immunol. 2012;30(4):268–74. pmid:23393906.
- 55. Sharma A, Gupta S, Chauhan S, Nair A, Sharma P. Astilbin: A Promising Unexplored Compound with Multidimensional Medicinal and Health Benefits. Pharmacol Res. 2020;158:104894. pmid:32407960.
- 56. Di TT, Ruan ZT, Zhao JX, Wang Y, Liu X, Wang Y, et al. Astilbin inhibits Th17 cell differentiation and ameliorates imiquimod-induced psoriasis-like skin lesions in BALB/c mice via Jak3/Stat3 signaling pathway. Int Immunopharmacol. 2016;32:32–8. pmid:26784569.
- 57. Guo L, Liu W, Lu T, Guo W, Gao J, Luo Q, et al. Decrease of Functional Activated T and B Cells and Treatment of Glomerulonephitis in Lupus-Prone Mice Using a Natural Flavonoid Astilbin. PLoS ONE. 2015;10(4):e0124002. pmid:25867237.
- 58. Huang H, Cheng Z, Shi H, Xin W, Wang TT, Yu LL. Isolation and characterization of two flavonoids, engeletin and astilbin, from the leaves of Engelhardia roxburghiana and their potential anti-inflammatory properties. J Agric Food Chem. 2011;59(9):4562–9. pmid:21476602.
- 59. Chen C, Yang M, Chen Y, Wang Y, Wang K, Li T, et al. Astilbin-induced inhibition of the PI3K/AKT signaling pathway decelerates the progression of osteoarthritis. Exp Ther Med. 2020;20(4):3078–83. pmid:32855675.
- 60. Genco RJ, Sanz M. Clinical and public health implications of periodontal and systemic diseases: An overview. Periodontol 2000. 2020;83(1):7–13. pmid:32385880.
- 61. How KY, Song KP, Chan KG. Porphyromonas gingivalis: An Overview of Periodontopathic Pathogen below the Gum Line. Front Microbiol. 2016;7:53. pmid:26903954.
- 62. Chou HH, Yumoto H, Davey M, Takahashi Y, Miyamoto T, Gibson FC 3rd, et al. Porphyromonas gingivalis fimbria-dependent activation of inflammatory genes in human aortic endothelial cells. Infect Immun. 2005;73(9):5367–78. pmid:16113252.
- 63. Khlgatian M, Nassar H, Chou HH, Gibson FC 3rd, Genco CA. Fimbria-dependent activation of cell adhesion molecule expression in Porphyromonas gingivalis-infected endothelial cells. Infect Immun. 2002;70(1):257–67. pmid:11748191.
- 64. Takahashi Y, Davey M, Yumoto H, Gibson FC 3rd, Genco CA. Fimbria-dependent activation of pro-inflammatory molecules in Porphyromonas gingivalis infected human aortic endothelial cells. Cell Microbiol. 2006;8(5):738–57. pmid:16611224.
- 65. Bengtsson T, Karlsson H, Gunnarsson P, Skoglund C, Elison C, Leanderson P, et al. The periodontal pathogen Porphyromonas gingivalis cleaves apoB-100 and increases the expression of apoM in LDL in whole blood leading to cell proliferation. J Intern Med. 2008;263(5):558–71. pmid:18248365.
- 66. Yumoto H, Chou HH, Takahashi Y, Davey M, Gibson FC 3rd, Genco CA. Sensitization of human aortic endothelial cells to lipopolysaccharide via regulation of Toll-like receptor 4 by bacterial fimbria-dependent invasion. Infect Immun. 2005;73(12):8050–9. pmid:16299299.
- 67. Ojima M, Takeda M, Yoshioka H, Nomura M, Tanaka N, Kato T, et al. Relationship of periodontal bacterium genotypic variations with periodontitis in type 2 diabetic patients. Diabetes Care. 2005;28(2):433–4. pmid:15677809.
- 68. Tian J, Liu C, Zheng X, Jia X, Peng X, Yang R, et al. Porphyromonas gingivalis Induces Insulin Resistance by Increasing BCAA Levels in Mice. J Dent Res. 2020;99(7):839–46. pmid:32176550.
- 69. Perricone C, Ceccarelli F, Saccucci M, Di Carlo G, Bogdanos DP, Lucchetti R, et al. Porphyromonas gingivalis and rheumatoid arthritis. Curr Opin Rheumatol. 2019;31(5):517–24. pmid:31268867.
- 70. Singhrao SK, Olsen I. Assessing the role of Porphyromonas gingivalis in periodontitis to determine a causative relationship with Alzheimer’s disease. J Oral Microbiol. 2019;11(1):1563405. pmid:30728914.
- 71. Poole S, Singhrao SK, Chukkapalli S, Rivera M, Velsko I, Kesavalu L, et al. Active invasion of Porphyromonas gingivalis and infection-induced complement activation in ApoE-/- mice brains. J Alzheimers Dis. 2015;43(1):67–80. pmid:25061055.
- 72. Guo Y, Nguyen KA, Potempa J. Dichotomy of gingipains action as virulence factors: from cleaving substrates with the precision of a surgeon’s knife to a meat chopper-like brutal degradation of proteins. Periodontol 2000. 2010;54(1):15–44. pmid:20712631.
- 73. Patel S, Howard D, Chowdhury N, Derieux C, Wellslager B, Yilmaz O, et al. Characterization of Human Genes Modulated by Porphyromonas gingivalis Highlights the Ribosome, Hypothalamus, and Cholinergic Neurons. Front Immunol. 2021;12:646259. pmid:34194426.
- 74. Lunar Silva I, Cascales E. Molecular Strategies Underlying Porphyromonas gingivalis Virulence. J Mol Biol. 2021;433(7):166836. pmid:33539891.
- 75. Gui MJ, Dashper SG, Slakeski N, Chen YY, Reynolds EC. Spheres of influence: Porphyromonas gingivalis outer membrane vesicles. Mol Oral Microbiol. 2016;31(5):365–78. pmid:26466922.
- 76. Farhadi F, Khameneh B, Iranshahi M, Iranshahy M. Antibacterial activity of flavonoids and their structure-activity relationship: An update review. Phytother Res. 2019;33(1):13–40. pmid:30346068.
- 77. Górniak I, Bartoszewski R, Króliczewski J. Comprehensive review of antimicrobial activities of plant flavonoids. Phytochem Rev. 2019;18(1):241–72.