ABSTRACT
Oropharyngeal candidiasis (OC) is common among people living with HIV (PLWH). Persistent colonization of oral epithelial surfaces serves as an ecological niche for opportunistic pathogens and is a significant predisposing factor for OC development in PLWH. Mucosal colonization can lead to biofilm formation, directly impacting oral epithelium.
Aim
To assess Candida albicans and Candida dubliniensis colonization in subgingival biofilms of people living with HIV (PLWH) and undergoing antiretroviral therapy (ART).
Materials and Method
A sample of 51 PLWH who were receiving ART was studied, focusing on dental and periodontal parameters. Subgingival biofilm and mucosa samples were collected, and Candida spp. were identified using molecular techniques.
Results
Men (average age: 41.11 ± 8.63) predominated. The main cause of HIV was sexual transmission. Fungal-related opportunistic diseases were observed in 18 patients, and LT CD4 counts were evaluated. A total 255 samples were collected, including 204 from gingivoperiodontal sites and 51 from oral mucosa. Candida spp. was detected in 55% of patients, with particular distribution patterns. Positive Candida spp. presence correlated with clinical attachment level and HIV treatments. Microscopic identification revealed the presence of hyphae at the time of microbiological sample collection. Molecular identification confirmed 16 Candida albicans and 36 Candida dubliniensis isolates, challenging their diagnostic importance.
Conclusions
The presence of yeast hyphae/pseudohyphae in subgingival biofilms indicates their role in gingivo-periodontal disease dysbiosis. PLWH in this Argentine region face challenges including limited access to healthcare. The study underscores the need for early oral health intervention, emphasizing the diagnostic significance of Candida.
Keywords: Candida dubliniensis, Candida albicans, subgingival biofilm, periodontitis, HIV, oral colonization
RESUMEN
La candidiasis orofaríngea (CO) es común en pacientes que viven con HIV (PVVS). La colonización persistente de las superficies epiteliales orales sirve como reservorio para patógenos oportunistas. Esta colonización es un factor predisponente para el desarrollo de la CO en PVVS. La colonización mucosa puede llevar a la formación de biofilm, impactando directamente en el epitelio oral.
Objetivo
Evaluar la colonización por Candida albicans y Candida dubliniensis en biofilm subgingival de pacientes que viven con VIH (PVVS) bajo tratamiento antirretroviral.
Materiales y Método
Se estudió una cohorte de 51 PVVS bajo TAR, centrándose en parámetros dentales y periodontales. Se recolectaron muestras de biofilm subgingival y mucosa, identificando Candida spp. mediante técnicas moleculares.
Resultados
Predominaron hombres con edad promedio de 41,11 ± 8,63, siendo la transmisión sexual la principal vía. Se observaron enfermedades oportunistas relacionadas con hongos en 18 pacientes, evaluándose los recuentos de CD4 a largo plazo. En total, se recopilaron 255 muestras, incluyendo 204 de sitios gingivo-periodontales y 51 de mucosa oral. Se detectó Candida spp. en el 55% de los pacientes, con patrones de distribución particular. La presencia positiva de Candida spp. se correlacionó con nivel de inserción clínica y TAR. La identificación microscópica reveló la presencia de hifas al momento de la toma de muestras microbiológicas. La identificación molecular confirmó 16 aislamientos de Candida albicans y 36 de Candida dubliniensis, desafiando su importancia diagnóstica.
Conclusiones
La presencia de hifas/pseudohifas de levaduras en biofilm subgingival indica su papel en la disbiosis de enfermedades gingivo-periodontales. Los PVVS en esta región argentina enfrentan desafíos debido al acceso médico limitado. El estudio destaca la necesidad de intervenciones tempranas en la salud oral, enfatizando la importancia diagnóstica de Candida spp.
Palabras clave: Candida dubliniensis, Candida albicans, biofilm subgingival, periodontitis, VIH, colonización oral
INTRODUCTION
Oropharyngeal candidiasis (OC) is prevalent among people living with HIV (PLWH). Most of these infections arise from Candida albicans (C. albicans), although a global rise in cases attributed to non-albicans Candida species in recent years has been reported. OC is an immunosuppression indicator, notably prevalent in patients with a Lymphocyte T CD4 count below 200 cells/ml. OC manifests in approximately 95% of people during stage 1 HIV. With the introduction of antiretroviral therapy (ART), there has been a significant reduction in the incidence of HIV-related oral pathologies, including OC, leading to a decline in systemic disease cases 2 . Nevertheless, the persistent colonization of epithelial surfaces in the oral cavity, which serve as the natural ecological niche for this opportunistic pathogen, remains a robust predisposing factor for the development of OC in PLWH, even if they are under stable treatment with a combination of ART. It is estimated that 90% of infected patients will experience OC at some point during the evolution of HIV infection 1,3, 4 . Colonization of mucosal surfaces can give rise to the formation of biofilms, exerting direct impact on the oral epithelium. Biofilm formation induces alterations in cell structure and function, affecting innate immunity and creating an environment conducive to colonization and infection by commensal and pathogenic microorganisms 5 . The virulence of these microorganisms depends on the gene expression associated with their morphotypes. It is important to note that although such colonization does not invariably lead to candidiasis, it is a prerequisite for its onset 4, 6-9 . This situation persists despite ART and may be correlated with the residual presence of HIV in mucosal macrophages and dendritic cells 10, 11 . There is a broad range of risk factors that predispose individuals to colonization, including smoking, diabetes mellitus, use of oral prostheses, advanced age, use of antibiotics, reduced salivary flow, dietary habits, nutritional status, inadequate oral hygiene, and immunosuppression such as HIV, among others 6 ,8, 12 .
Because Candida dubliniensis (C. dubliniensis) has become increasingly prevalent in various countries, studies have been conducted to compare its virulence to that of C. albicans. C. dubliniensis was initially characterized in 1995 by Sullivan et al. 13 , and isolated mainly from the oral cavities of PLWH.
C. dubliniensis was first identified in the subgingival biofilm of periodontal lesions in PLWH in 2001 13, 14 . It is known that C. dubliniensis can be isolated from individuals with different local or systemic pathologies, and may even colonize the subgingival biofilm of healthy people. In the last five years, C. dubliniensis has been associated with the emergence of more recent complications such as meningitis, endocarditis, and recurrent oral and respiratory diseases, particularly in immunocompromised patients 15-17 .
The aim of this study was to assess C. albicans and C. dubliniensis colonization in subgingival biofilm of patients living with HIV (PLWH) undergoing antiretroviral therapy (ART).
MATERIALS AND METHOD
This was an analytical, descriptive, prospective, cross-sectional study. A non-probabilistic sequential sample of PLWH seeking care through spontaneous demand was established at three healthcare facilities in Buenos Aires City (Clínica para la atención de pacientes de alto riesgo (CLAPAR I) University of Buenos Aires, Faculty of Dentistry; the Hospital General de Agudos Dr. Juan A. Fernández, and Hospital de Enfermedades Infecciosas Francisco Javier Muñiz”). The study was approved by the Ethics Committee of University of Buenos Aires, Faculty of Dentistry, with protocol number 002/2019-CETICA-FOUB A). Procedures were carried out after patients were informed about the protocol and voluntarily signed informed consent, The study included PLWH aged 18 to 60 years with detectable HIV viral load determined by qPCR (Real-Time PCR) using the HIV-1 viral load assay (version 3.0 Abbott), the most recent LT CD4 count, who had been on highly active antiretroviral therapy (HAART) for at least six months before study enrollment. Exclusion criteria were systemic illnesses unrelated to HIV infection, treatment with antibiotics, antifungals, or oral antiseptics within the three months preceding microbiological tests, oropharyngeal or systemic candidiasis lesions, and receiving dental care from other service providers.
Composition of the study population
The study population comprised 59 individuals who underwent a medical history assessment, including the recording of socio-demographic data, prior opportunistic diseases, and hospitalization history. The patients were evaluated by a calibrated dental professional (Kappa >0.80). Dental status and periodontal clinical parameters were documented using Marquis-type periodontal probes at six sites per tooth, considering probing depth (PD) in millimeters, clinical attachment level (CAL) in millimeters, and bleeding on probing (BOP) classified as positive or negative. Radiographic periodontal parameters were also examined 18, 19 .
Sample collection
Samples were collected according to the following protocol:
Mouth rinse with sterile distilled water for one minute.
Oral cavity inspection with proper illumination and a dental mirror.
Swabbing of all mucosal surfaces using a sterile Dacron swab.
Oartial isolation of the targeted periodontal site with a sterile cotton roll and suction.
Identification of 4 periodontal sites based on clinical-radiographic criteria.
Removal of supragingival biofilm (if present) with a Gracey curette (Hu-Friedy) corresponding to the tooth number.
Placing sterile paper points (Meta, Biomed) #30-35 into the gingival sulcus or periodontal pocket.
Recording periodontal conditions.
Collection of subgingival biofilm from the epithelial pocket for smearing on a sterile microscope slide.
Each sample was placed in a tube containing Reduced Transport Fluid (RTF) and transported refrigerated to he laboratory under biosecurity conditions 20 (Fig. 1).
Fig 1. Sample collection protocol. Created with BioRendercom.

Molecular identification of Candida species
Each sample was vortexed for one minute. Subsequently, 100 pl of the sample was plated on Chromagar Candida® (CHROMagar, France) and incubated at 37 °C for 48 hours under aerobic conditions, facilitating the presumptive identification of Candida spp. The colonies obtained were sub-cultured on Sabouraud Dextrose Agar (SDA) at 37 °C for 24 hours under aerobic conditions to conduct phenotypic presumptive identification tests 21 .
Genomic DNA extraction
Fresh cultures were incubated for 24 hours on Yeast Peptone Dextrose agar (YPD) to extract genomic DNA (gDNA) from a colony of each isolate. Two extraction methods were employed: the commercial Yeast Genomic DNA Kit (Zymo Research, USA) following the manufacturer’s instructions, and the commercial Presto™ Mini gDNA Bacteria Kit (Geneaid, Taiwan) with some modifications. The gDNA was quantified in triplicate using the Cytation 3 Cell Imaging multi-mode reader (BioTek, USA) 21 .
qPCR Multiplex of ITS regions
Two species-specific primers derived from the internal transcribed spacer (ITS), ITS-1, 5.8S rRNA, and ITS-2 regions of the ribosomal DNA (rDNA) were used with some modifications 7 . The amplification process was assessed using CFX Maestro Software (Bio-Rad Life Science, USA) through melting curve analysis, with a temperature of 86 °C (±0.5) for C. albicans and 82 °C (±0.5) for C. dubliniensis 1 .
Multiplex PCR of HWP1 gene
To optimize detection strategies, the HWP1 gene was amplified following the amplification protocol described by Dubois et al. 2023 21 , with some modifications, in an Aeris-BG096 thermocycler (Esco Scientific, Singapore). The final amplification products were separated by electrophoresis using 1.3% agarose gel in 1X Tris-acetate-EDTA (TΔE) buffer with the addition of 1.5 pl of GelGreen® (Biotium, USA), and visualized using the GelDoc XR+ Gel Documentation System (Bio-Rad Life Science, USA).
The presence of different alleles for the HWP1 gene can be determined 22 . C. albicans ATCC 10231 and C. dubliniensis CD36 were used as positive reference controls, and Candida parapsilosis ATCC 22019 as a negative control 21 .
A descriptive statistical analysis was conducted, determining relative frequency expressed in percentages, means/medians, standard deviations and confidence intervals for quantitative variables. Student’s t-test was applied to compare quantitative variables. For categorical variables, the chi-square statistic (x 2 ) was used. Differences were considered significant when p<0.05. The tests were conducted using the software SPSS (v.29.0) and Google Sheets implemented in Google Drive 2023.
RESULTS
In the present study, an initial sample of 59 PLWH undergoing HAART was evaluated. Eight patients were excluded due to unclear medical history regarding the mode of transmission or lack of data. Consequently, the final study population was reduced to 51 patients, representing 86.44% of the initially considered total.
The final study population consisted of 70.6 % males, and average age was 41 ± 8. According to the collected medical history data, the primary mode of HIV transmission was sexual. Concerning the history of HIV-related hospitalizations, most patients had not been hospitalized before. Regarding past opportunistic diseases, 18 patients had had fungal-related opportunistic diseases, of whom 6 had records of antifungal treatment in their medical history, with 1 treated solely with fluconazole, 1 with nystatin and fluconazole, and 1 with fluconazole and voriconazole. The antifungal type was unknown for the remaining cases.
LT CD4 count was evaluated with two cutoff values, 200 cells/ml and 400 cells/ml or higher. Notably, one patient’s value was unknown, so the LT CD4 data correspond to the analysis of 50 patients. Details are presented in Table 1
Table 1. Medical and socio-demographic data.
| Patients (n=51) | Frequency | % | |
|---|---|---|---|
| Gender | Female | 10 | 19.6% |
| Male | 36 | 70.6% | |
| Non-binary | 5 | 9.8% | |
| Nationality | Argentine | 46 | 90.2% |
| Foreign | 5 | 9.8% | |
| Residence | CABA | 41 | 80.4% |
| AMBA | 9 | 17.6% | |
| Outside AMBA | 1 | 2% | |
| Employment | Employees | 18 | 35.3% |
| Self-employed | 17 | 33.3% | |
| Students | 3 | 5.9% | |
| Retirees | 1 | 2% | |
| Unemployed | 10 | 19.6% | |
| No response | 2 | 3.9% | |
| Health insurance | Yes | 12 | 23.5% |
| No | 39 | 76.5% | |
| HIV transmission | Sexual | 46 | 90.2% |
| PDUP | 4 | 7.8% | |
| Vertical | 1 | 2% | |
| HIV hospitalization history | Yes | 17 | 33.3% |
| No | 34 | 66.7% | |
| Opportunistic diseases | Yes | 18 | 35.3% |
| No | 33 | 64.7% | |
| Co-infection TB | Yes | 1 | 2% |
| No | 50 | 98% | |
| Co-infection HBV | Yes | 5 | 9.8% |
| No | 46 | 90.2% | |
| Co-infection HBC | Yes | 3 | 5.9% |
| No | 48 | 94.1% | |
| Viral load | ≤50 | 43 | 84.3% |
| > 50 | 8 | 15.7% | |
| Patients (n=50) | Frequency | % | |
| LT CD4 | ≤200 | 6 | 12% |
| >200 | 44 | 88% | |
| LT CD4 | ≤400 | 23 | 46% |
| >400 | 27 | 54% | |
CABA: Buenos Aires Autonomous City, AMBA: Buenos Aires Metropolitan area, PDUP: Parenteral Drug User, TB: Tuberculosis, HBV: Hepatitis B, HCV: Hepatitis C.
In relation to HAART treatment, only 3 patients were exclusively taking non-nucleoside analogs. The rest were taking a combination of two or three ART agents. Notably, no patient was exclusively on nucleoside analogs or protease inhibitors (Fig. 2) (Table 2).
Table 2. Number of patients (N) receiving the specified antiretroviral (ART) in the HAART combination.
| HAART | Type of ART | N |
|---|---|---|
| Nucleoside analogs | ZIDOVUDINE (AZT) | 12 |
| LAMIVUDINE (3TC) | 34 | |
| ABACAVIR | 14 | |
| DIDANOSINE (ddi) | 1 | |
| Non-nucleoside analogs | NEVIRAPINE | 6 |
| EFAVIRENZ | 17 | |
| EMTRICITABINE (FTC) | 9 | |
| TENOFOVIR | 18 | |
| Protease inhibitors | SAQUINAVIR | 1 |
| LOPINAVIR | 10 | |
| RITONAVIR | 25 | |
| ATAZANAVIR | 7 | |
| FOSAMPRENAVIR | 3 | |
| DARUNAVIR | 3 | |
| MARAVIROC | 1 |
Fig 2. Percentage and combination of HAART treatments in.

Characteristics and composition of the selected sample
A total of 255 samples were collected from the 51 included patients, of which 204 corresponded to gingivo-periodontal sites and 51 to oral mucosa samples.
According to the classification of periodontal and peri-implant diseases and conditions, 9 patients (17.65%) were in a state of eubiosis, 5 (9.80%) were diagnosed with gingivitis, and 37 (72.55%) were diagnosed with periodontitis. Among those with periodontitis, 10 (27.03%) were classified as stage I, grade A, 17 (45.95%) as stage II, grade B, and 10 (27.02%) as stage III, grade B.
Regarding the gingivo-periodontal parameters used for subgingival biofilm sampling (n=204), BOP was positive at 121 sites (47.5%), PD > 3 mm at 96 sites (37.6%), PD < 3 mm at 159 sites (62.4%), CAL > 1 mm at 139 sites (54.5%), and no CAL loss was recorded at 116 sites (45.5%).
Considering Candida spp. as the unit of analysis in the 255 collected samples, 28 (55%) patients yielded positive results for the presence of Candida spp., representing a total of 82 positive samples collected. Among these, 65/204 (32.4%) were from gingival and periodontal sites, while 17/51 (33.3%) were from mucosal samples.
Different distribution patterns of the samples were observed: yeast was exclusively isolated from the mucosa in one patient (3.6%). In 11 patients (39.3%), it was isolated solely from gingivo-periodontal sites. In 16 (57.1%), presence was detected in both gingivo-periodontal sites and mucosa. In 8 patients (28.6%), Candida spp. was isolated from all collected samples, including the 4 gingivo-periodontal sites and the mucosa sample.
Only the presence of Candida spp. in gingivo-periodontal sites with negative BOP was statistically significant (p<0.01). The association with other parameters is shown in Table 3.
Table 3. Isolations of Candida spp. according to gingivo-periodontal parameters.
| Gingivo-periodontal sites (n=204) | Candida spp. | |||||
|---|---|---|---|---|---|---|
| Positive | Negative | |||||
| Frequency | % | Frequency | % | p value | ||
| BOP | Positive | 30 | 25.0% | 90 | 75.0% | 0.019 |
| Negative | 34 | 40.5% * | 50 | 59.5% | ||
| PD | > 3 mm | 26 | 27.1% | 70 | 72.9% | |
| ≤ 3 mm | 38 | 35.2% | 70 | 64.8% | ||
| CAL | >1 mm | 39 | 28.1% | 100 | 71.9% | |
| ≤ 1 mm | 25 | 38.5% | 40 | 61.5% | ||
BOP: bleeding on probing, PD: probing depth and CAL clinical attachment level. * p <0.05.
At gingival and periodontal sites, the presence of Candida spp. was positive at 34 sites (40.5%) that did not exhibit gingival bleeding on probing (BOP), and this result was statistically significant (p<0.05). Regarding probing depth (PD), Candida spp. was positive at 26 sites (27.1%) with PD >3 mm and 38 sites (35.2%) with PD < 3 mm. The presence of Candida spp. was higher at sites without probing depth. Concerning clinical attachment level (CAL), Candida spp. was positive at 39/139 sites (28.1%) where CAL was detected in 25/65 sites (38.5%) without CAL. The finding of Candida spp. was higher at sites with CAL >1 mm (Table 3).
Analysis of HIV-related variables, focusing on the HAART treatment in the 28 patients positive for Candida spp., showed that 3 (10.71%) were being treated with a combination of nucleoside analogs, non-nucleoside analogs and protease inhibitors, 8 (28.57%) with non-nucleoside and nucleoside analogs, 7 (25.0%) with protease inhibitors and non-nucleoside analogs, and 10 (35.72%) with protease inhibitors and nucleoside analogs.
Regarding viral load, Candida spp. was detected in 22 patients (78.58%) with viral load <50 copies /ml and in 6 patients (21.42%) with viral load > 50 copies/ml.
Considering the LT CD4 count and excluding the patient with unknown CD4 value, Candida spp. was detected in 13 patients (48.15%) with <400 cells/ml and 14 patients (51.85%) with >400 cells/ml. Concerning the CD4 count cutoff at 200 cells/ml, Candida spp. was found in 24 patients (88.89%) with valúes >200 cells/ml, and 3 patients with valúes <200 cells/ml. Among the latter three patients, 2 were in eubiosis, and one had periodontitis. Three other patients in similar conditions were negative for Candida spp. On the other hand, Candida spp. was detected in 6 patients with viral load >50 copies/ml. Only one of them had CD4 <200 cells/ml, viral load >50 copies/ml and periodontitis. Six additional patients with similar results tested negative for Candida gender.
The relationship of viral load and CD4 count with opportunistic infections and co-infections parameters in PLWH is shown in Tables 4 and 5.
Table 4. Relationship among CD4 count cutoff 200 cells/ml with opportunistic infections, co-infections and Candida spp.
| Patients (n= 50) | Lymphocyte T CD4 | ||
|---|---|---|---|
| <200 cells/ml | ≥ 200 cells/ml | ||
| Frequency | |||
| Candida spp | Positive | 50% | 54.5% |
| Negative | 50% | 45.5% | |
| Fungal diseases | Yes | 100% | 31.8% |
| No | 0% | 68.2% | |
| Co-infection TB | Yes | 0% | 2.3% |
| No | 100.% | 97.7% | |
| Co-infection HBV | Yes | 16.7% | 11.4% |
| No | 83.3% | 88.6% | |
| Co-infection HBC | Yes | 16.7% | 4.5% |
| No | 83.3% | 95.5% | |
| Viral load | ≤ 50 | 66.7% | 86.4% |
| >50 | 33.3% | 13.6% | |
TB: Tuberculosis, HBV: Hepatitis B, HCV: Hepatitis C. The values correspond to 50 patients due to an unknown count in one of them.
Table 5. Relationship among viral load count cutoff 50 copies/ml with opportunistic infections, co-infections and Candida spp.
| Patients (n= 50) | Viral load | ||
|---|---|---|---|
| < 50 copies/ml | ≥ 50 copies/ml | ||
| Frequency | |||
| Candida spp | Positive | 57.9% | 50% |
| Negative | 42.1% | 50% | |
| Fungal diseases | Yes | 33.3% | 50% |
| No | 66.7% | 50% | |
| Co-infection TB | Yes | 2% | 50% |
| No | 98% | 50% | |
| Co-infection HBV | Yes | 9.3% | 14.3% |
| No | 90.7% | 85.7% | |
| Co-infection HBC | Yes | 4.8% | 12.5% |
| No | 95.2% | 87.5% | |
| LT CD4 | < 200 | 47.6% | 25% |
| ≥ 200 | 52.4% | 75% | |
TB: Tuberculosis, HBV: Hepatitis B, HCV: Hepatitis C. The valúes correspond to 50 patients due to an unknown count in one of them.
The collection of subgingival biofilm facilitated the acquisition of samples for a smear, especially at sites with active periodontal disease. The presence of yeast and/or hyphae was observed, along with the periodontopathogenic bacterial microbiota and the inflammatory response. These findings are consistent with the presence of Candida spp. infection and other microorganisms associated with periodontal disease. The presence of yeast and hyphae alongside the bacterial microbiota suggests a potential interaction between these microorganisms and their potential contribution to the pathogenesis of gingival and periodontal diseases (Fig. 3).
Fig 3. Micromorphology of subgingival biofilm: Pseudomycelia/hyphae (▲), yeast (↑) and host’s inflammatory response cells (#). Gram stain at 1000X .

The molecular identification of the yeasts was previously published by our laboratory 21 . It was determined that 16 isolates corresponded to C. albicans, and 36 to C. dubliniensis. Four atypical colonies were identified as C. dubliniensis. Ten strains tentatively identified could not be recovered. The remaining yeast species tentatively identified, which tested negative in both PCR methods employed, did not belong to either species, and their definitive identification was not conducted. With regard to patients with more than one Candida species at the same periodontal or mucosal site, the following findings were observed: In three patients, C. albicans and C. dubliniensis were found simultaneously at one periodontal site. In one of these patients, three different morphotypes of C. dubliniensis with atypical macroscopic and microscopic aspects were present. Two patients exhibited presence of C. dubliniensis along with a species compatible with Nakaseomyces glabrata (N. glabrata) at the same periodontal site. In another patient, C. albicans was detected along with a species compatible with N.glabrata at one periodontal site. At a mucosal site of another patient, C dubliniensis coexisted with a species compatible with Pichia kudriavzevii (formerly Candida krusei) (Table 6).
Table 6. Candida isolates according to the periodontal status and isolation sites. Only species with molecular confirmation are shown.
| Patient | Sample | Diagnosis | Candida |
|---|---|---|---|
| 01-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 01-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 01-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 01-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 03-0-C | periodontal | Periodontitis, S III, G B | C.dubliniensis |
| 03-0-C | periodontal | Periodontitis, S III, G B | C.albicans |
| 03-0-C | periodontal | Periodontitis, S III, G B | C.albicans |
| 06-0-C | periodontal | Periodontitis, S I, G A | C.albicans - C.dubliniensis * |
| 06-0-C | periodontal | Periodontitis, S I, G A | C.dubliniensis |
| 07-0-C | periodontal | Eubiosis | C.dubliniensis * |
| 08-0-C | periodontal | Eubiosis | C.albicans - Candida sp. |
| 10-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 10-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 10-0-C | mucosa | Periodontitis, S II, G B | C.dubliniensis- Candida sp. |
| 11-0-C | periodontal | Periodontitis, S III, G B | C.albicans |
| 20-0-C | periodontal | Gingivitis | C.albicans - C.dubliniensis |
| 20-0-C | periodontal | Gingivitis | C.dubliniensis |
| 20-0-C | periodontal | Gingivitis | C.dubliniensis - Candida sp. |
| 22-0-C | periodontal | Periodontitis, S I, G A | C.dubliniensis - Candida sp. |
| 22-0-C | periodontal | Periodontitis, S I, G A | C.dubliniensis |
| 22-0-C | periodontal | Periodontitis, S I, G A | C.dubliniensis |
| 23-0-C | periodontal | Periodontitis, S II, G B | C.dubliniensis |
| 23-0-C | mucosa | Periodontitis, S II, G B | C.dubliniensis |
| 24-0-C | periodontal | Eubiosis | C.albicans - C.dubliniensis * |
| 25-0-C | periodontal | Eubiosis | C.dubliniensis |
| 25-0-C | mucosa | Eubiosis | C.dubliniensis * |
| 25-0-C | periodontal | Eubiosis | C.dubliniensis |
| 25-0-C | periodontal | Eubiosis | C.dubliniensis |
| 25-0-C | periodontal | Eubiosis | C.dubliniensis |
| 27-0-C | periodontal | Eubiosis | C.albicans |
| 28-0-C | mucosa | Eubiosis | C.albicans |
| 29-0-C | periodontal | Periodontitis, S I, G A | C.dubliniensis |
| 33-0-C | periodontal | Periodontitis, S II, G B | C.albicans |
| 39-0-C | periodontal | Eubiosis | C.dubliniensis |
| 39-0-C | periodontal | Eubiosis | C.dubliniensis |
| 39-0-C | periodontal | Eubiosis | C.dubliniensis |
| 39-0-C | periodontal | Eubiosis | C.dubliniensis |
| 39-0-C | mucosa | Eubiosis | C.dubliniensis |
| 50-0-C | periodontal | Periodontitis, S II, G B | C.dubliniensis |
| 50-0-C | periodontal | Periodontitis, S II, G B | C.dubliniensis |
| 55-0-C | periodontal | Gingivitis | C.dubliniensis |
| 57-0-C | mucosa | Periodontitis, S I, G A | C.dubliniensis |
| 58-0-C | periodontal | Periodontitis, S II, G B | C.dubliniensis |
E: stage, G: grade, C.albicans: Candida albicans, C.dubliniensis: Candida dubliniensis.
*: sites with presence of C.dubliniensis typical and atypical morphology.
DISCUSSION
This study characterized and identified C. albicans and C. dubliniensis isolated from subgingival biofilm and oral mucosa samples of PLWH, whose compromised immune systems make them notably susceptible to opportunistic infections. The selection of the sample was crucial to explore the potential involvement of these species in the etiology of gingival and periodontal diseases within a specific clinical context.
Males constituted the majority in the population sample. Many of the patients examined encountered obstacles in obtaining healthcare. More than half of them lacked health coverage, and approximately one fifth was unemployed. These variables increase patient susceptibility concerning both health and socioeconomic status in the context of HIV. According to the latest data from the National Health Surveillance System in Argentina, 164.947 people with HIV have been recorded, of whom 65% receive care in the public health system. The report showed that the infection rate is higher in males than females, and a yearly decrease in mortality rates is observed 22, 23 . Only one third of the participants in our study had documented antifungal treatment in their medical history, suggesting a deficiency in regular monitoring and follow-up for these patients within the national health system. Some of the protocolized patients presented co-infections with TBC, HCV and HBV. Unfortunately, we lacked data on the follow-up of these co-infections and HIV controls due to the absence of records in the general medical history of the patients.
A decrease in LT CD4 count below 200 cells/ml and a viral load exceeding 50 copies/ml may indicate disease progression to AIDS 24 . Only a minimal proportion of the patients met these conditions.
Over the past decade, there has been significant progress in comprehending this disease. A direct outcome of this advancement is the steadily increasing life expectancy for PLWH, especially in developing nations. The introduction of HAART has profoundly influenced HIV infection, markedly diminishing the morbidity and mortality linked with AIDS, thereby transforming it into a manageable chronic condition 25, 26 . It is recommended to start HAART therapy promptly, irrespective of LT CD4 levels and viral load 27 . All patients included in this study were undergoing antiretroviral treatment. Individuals who contracted HIV after 2010 initiated treatment at the time of diagnosis. However, a significant majority of patients diagnosed before 2010 commenced treatment only when their CD4 cell count decreased and/or viral load increased.
The treatment with ART does not completely restore immunity, which gives rise to various complications associated with inflammation and immunodeficiency 26 . Furthermore, the extended life expectancy of these patients has exposed them to a spectrum of chronic diseases associated with aging, which may manifest prematurely and potentially be exacerbated by HIV and HAART 26,28, 29 .
ART treatment and immunity modulation suggested that periodontitis is more closely linked to the pathogenesis of gingival and periodontal diseases themselves and the increase in life expectancy than with HIV infection. Therefore, considering periodontitis to be an oral disease associated with HIV remains a topic of controversy and debate 30, 31 . In this study, most patients had periodontitis, while a smaller group had gingivitis or eubiosis. Recent studies suggest that gingival tissues might serve as a reservoir for HIV due to the substantial presence of inflammatory lymphocytes in periodontal disease. Observations have indicated that the virus found in the gum does not come from peripheral blood, implying that it might be linked to a reactivation of viral replication within the oral mucosa in the context of chronic periodontitis 29,30, 32 . One hypothesis suggests that HIV infection may trigger destructive processes in the oral mucosa, similar to those observed in the gastrointestinal tract, potentially aiding the translocation of microorganisms, and may be influenced by the presence of pro-inflammatory taxa in an environment marked by chronic inflammation associated with early-stage HIV. This could result in changes in the gastrointestinal microbiota, ultimately contributing to an increased likelihood of such translocation 28-30 .
Concerning HAART, there is evidence suggesting that non-nucleoside analogs might exacerbate or hasten the onset of chronic diseases, particularly those associated with aging. They are also correlated with decreased bone mass and vitamin D deficiency, directly influencing periodontitis. ART may contribute to oxidative stress in the progression of periodontitis. Furthermore, they can heighten endothelial permeability by suppressing essential binding proteins necessary for the proper functionality of the epithelial barrier. The augmentation of capillary permeability is particularly linked to inflammatory diseases 26,28-30, 33 . Protease inhibitors in combination with nucleoside analogs were associated with a lower diversity of oral microbiota compared to both nucleoside analogs and non-nucleoside analogs 28 . In this research, most patients were under treatment with a combination of nucleoside analogs and non-nucleoside analogs. According to more recent studies, C. albicans is an underlying factor capable of triggering microbial dysbiosis and leaky gut syndrome, emphasizing its significance even in the era of ART. Colonization by commensal strains and the emergence of non-albicans species can contribute to oral diseases, disseminated infections, and an increase in antifungal resistance, thereby constituting a public health concern, particularly in resource-limited settings 1,11,34, 35 .
One study suggesting that colonization at periodontal sites may originate from saliva 36 identified only a few patients in whom Candida spp. were isolated from both periodontal sites and mucosa. Annavajhala et al. observed significantly lower fungal diversity in the subgingival biofilm of teeth with severe attachment loss (> 4 mm). Additionally, various taxa of bacteria and fungi were enriched in patients with severe periodontitis 28 . In the current study, the isolation frequency of Candida species was lower from periodontal sites with clinical attachment loss.
The heightened viral replication and significant depletion of LT CD4 in the oral mucosa lead to a reduction in the production of interleukin 17 and 22, resulting in systemic immune activation and a potential exacerbation of periodontitis 29, 30 . On the other hand, Li et al. have suggested that asymptomatic carriage of oral yeasts was associated with a low LT CD4 cell count (<200 cells/ml), and this value could serve as a predictive factor for yeast colonization 9 . However, in the current study, it was not possible to identify a pattern that would establish a relationship between the isolation of Candida and a decrease in LT CD4 cell count or an increase in HIV viral load in the context of gingivo-periodontal diseases.
It was originally believed that C. dubliniensis was not associated with systemic diseases, which suggested that the oral cavity could be its natural ecological niche 37 . Nevertheless, this species has garnered escalating attention in clinical research in recent years. Despite its low incidence in cases of candidiasis, its close phylogenetic relationship to C. albicans suggests that C. dubliniensis may have long been underestimated in candidiasis diagnosis. While most research has focused on the pathogenicity of C. albicans, it is crucial to acknowledge the medical significance of other members of the Candida genus, particularly in regions where their prevalence is unknown. Current medical practices, including the preventive or indiscriminate use of antifungals, seem to be contributing to the rise in the prevalence of alternative species 21, 38-41 .
While C. albicans is the most frequently isolated yeast from the oral cavity, the current research revealed a higher proportion of C. dubliniensis isolations, with a very low incidence of co-isolation with these species. In a prior investigation conducted by our laboratory, assessing PLWH with and without HAART, a greater number of C. dubliniensis isolations were observed in patients undergoing treatment, while the proportion of C. albicans was higher in those not receiving ART 7 . This suggests that ART may act as a regulator of the balance between colonization and infection by C. dubliniensis.
The presence of Candida spp. filaments in the subgingival microbiota were confirmed in some smears performed on the soft wall of the periodontal pocket. Molecular confirmation of these samples enabled the identification of the strains as C. albicans and C. dubliniensis. Confirmation of the involvement of these species in the infectious stage of periodontitis emphasizes the importance of conducting smears in microbiological studies to help identify the predominant microbiota composition, understand microbial interactions, and discern their impact on the colonization, infection and persistence of microorganisms in specific environments. Evidence suggests that the subgingival biofilm microbiota differs taxonomically from microbiota isolated from other niches in the oral cavity 7, 42 . To assess the alteration in microbiota composition associated with periodontitis, the subgingival biofilm sample is considered the most representative. DNA sequencing techniques developed in recent decades have revealed that various niches in the oral cavity host significantly different microbial communities with distinct compositions 43 .
CONCLUSIONS
C. dubliniensis stood out as the most frequently isolated species in the examined population. This is a significant discovery because the diagnostic importance of this species has been underestimated, with colonization primarily ascribed to C. albicans. The presence of yeast hyphae/pseudohyphae in the subgingival microbiota substantiates the involvement of these species in the dysbiosis of gingival and periodontal diseases.
Funding Statement
The present study was supported by Grants from: Facultad de Odontología de la Universidad de Buenos Aires, Programa de apoyo a la Investigación Integrada CONVOCATORIA 2019 – 2024 Code 01-02-18 and University of Buenos Aires UBACYT 20720160100002BA.
Footnotes
FUNDING
The present study was supported by Grants from: Facultad de Odontología de la Universidad de Buenos Aires, Programa de apoyo a la Investigación Integrada CONVOCATORIA 2019 – 2024 Code 01-02-18 and University of Buenos Aires UBACYT 20720160100002BA.
REFERENCES
- 1.Lourenjo AG, Ribeiro AERA, Nakao C, Motta ACF, et al. Oral Candida spp carriage and periodontal diseases in HlV-infected patients in Ribeirao Preto, Brazil . Rev Inst Med Trop Sao Paulo. 2017;59:29. doi: 10.1590/S1678-9946201759029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Panel on Guidelines for the Prevention and Treatment of Opportunistic Infections in Adults and Adolescents with HIV. Guidelines for the Prevention and Treatment of Opportunistic Infections in Adults and Adolescents with HIV . National Institutes of Health, Centers for Disease Control and Prevention, HIV Medicine Association, and Infectious Diseases Society of America ; 2023. Jan 1, https://clinicalinfo.hiv.gov/en/guidelines/hiv-clinical-guidelines-adult-and-adolescent-opportunistic-infections/whats-new [Google Scholar]
- 3.Li Y, Saxena D, Chen Z, Liu G, et al. HIV infection and microbial diversity in saliva. J Clin Microbiol. 2014;52:1400–11. doi: 10.1128/jcm.02954-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Paula SB, Morey AT, Santos JP, Santos PM, et al. Oral Candida colonization in HIV-infected patients in Londrina-PR, Brazil: antifungal susceptibility and virulence factors . J Infect Dev Ctries. 2015;1350:9. doi: 10.3855/jidc.6970. [DOI] [PubMed] [Google Scholar]
- 5.Nittayananta W, Tao R, Jiang L, Peng Y, et al. Oral innate immunity in HIV infection in HAART era. J Oral Pathol Med. 2016;45:3–8. doi: 10.1111/jop.12304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Menezes R de P, Borges AS, Araujo LB, Pedroso Rdos S, et al. Related factors for colonization by Candida species in the oral cavity of HIV-Infected individuals . Rev Inst Med Trop Sao Paulo. 2015;57:413–9. doi: 10.1590/S0036-46652015000500008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Dubois VA, González MI, Martínez ME, Fedelli L, et al. Enzyme production by Candida albicans and Candida dubliniensis in periodontal HIV-positive patients receiving and not receiving antiretroviral therapy . Acta Odontol Latinoam. 2020;33:104–11. doi: 10.54589/aol.33/2Z104. [DOI] [PubMed] [Google Scholar]
- 8.Moyes DL, Richardson JP, Naglik JR. Candida albicans-epithelial interactions and pathogenicity mechanisms: scratching the surface . Virulence. 2015;6:338–46. doi: 10.1080/21505594.2015.1012981. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Li YY, Chen WY, Li X, Li HB, et al. Asymptomatic oral yeast carriage and antifungal susceptibility profile of HIV-infected patients in Kunming, Yunnan Province of China . BMC Infect Dis. 2013;28:13–46. doi: 10.1186/1471-2334-13-46. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Weinberg A, Tugizov S, Pandiyan P, Jin G, et al. Innate immune mechanisms to oral pathogens in oral mucosa of HIV-infected individuals . Oral Dis. 2020;26:69–79. doi: 10.1111/odi.13470. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Zaongo SD, Ouyang J, Isnard S, Zhou X, et al. Candida albicans can foster gut dysbiosis and systemic inflammation during HIV infection . Gut Microbes. 2023;15:2167171. doi: 10.1080/19490976.2023.2167171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Cernáková L, Rodrigues CF. Microbial interactions and immunity response in oral Candida species . Future Microbiol. 2020;15:1653–1677. doi: 10.2217/fmb-2020-0113. [DOI] [PubMed] [Google Scholar]
- 13.Sullivan DJ, Westerneng TJ, Haynes KA, Bennett DE, et al. Candida dubliniensis sp. nov.: phenotypic and molecular characterization of a novel species associated with oral candidosis in HIV-infected individuals . Microbiology (Reading) 1995;141:1507–21. doi: 10.1099/13500872-141-7-1507. [DOI] [PubMed] [Google Scholar]
- 14.Jabra-Rizk MA, Ferreira SM, Sabet M, Falkler WA, et al. Recovery of Candida dubliniensis and other yeasts from human immunodeficiency virus-associated periodontal lesions . J Clin Microbiol. 2001;39:4520–2. doi: 10.1128/jcm.39.12.4520-4522.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Price C, Wilson I, Catchpoole E. Candida dubliniensis chronic meningitis in an immunocompetent patient: Case report and literature review . IDCases. 2022;31:e01665. doi: 10.1016/jidcr.2022.e01665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Kakehi A, Hagiya H, Iio K, Nakano Y, et al. Candida dubliniensis fungemia in a patient with severe COVID-19: A case report . J Infect Chemother. 2022;28:1433–1435. doi: 10.1016/jjiac.2022.07.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Jafroodifar A, Thibodeau R, Scalzetti E. Candida dubliniensis Fungemia Leading to Infective Endocarditis and Septic Pulmonary Emboli . Cureus. 2023;15:e39031. doi: 10.7759/cureus.39031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Papapanou PN, Sanz M, Buduneli N, Dietrich T, et al. Periodontitis: Consensus report of workgroup 2 of the 2017 World Workshop on the Classification of Periodontal and Peri-Implant Diseases and Conditions . J Periodontol. 2018;89:S173–S182. doi: 10.1002/JPER.17-0721. [DOI] [PubMed] [Google Scholar]
- 19.Tonetti MS, Greenwell H, Kornman KS. Staging and grading of periodontitis: Framework and proposal of a new classification and case definition . J Clin Periodontol. 2018;45:S149–S161. doi: 10.1111/jcpe.12945. [DOI] [PubMed] [Google Scholar]
- 20.Gliosca LA, D’Eramo LR, Bozza FL, Soken L, et al. Microbiological study of the subgingival biofilm in HIV + /HAART patients at a specialized dental service . Acta Odontol Latinoam. 2019;32:147–55. https://actaodontologicalat.com/wp-content/uploads/2020/03/aol_2019_32_3_147.pdf [PubMed] [Google Scholar]
- 21.Dubois VA, Salgado PA, Gliosca LA, Molgatini SL. gDNA extraction from Candida albicans and Candida dubliniensis in subgingival samples in Argentina. Evaluation of different methods . Acta Odontol Latinoam. 2023;36:78–85. doi: 10.54589/aol.36/2/78. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Padovan AC, Chaves GM, Colombo AL, Briones MR. A novel allele of HWP1, isolated from a clinical strain of Candida albicans with defective hyphal growth and biofilm formation, has deletions of Gln/Pro and Ser/Thr repeats involved in cellular adhesion . Med Mycol. 2009;47:824–35. doi: 10.3109/13693780802669574. [DOI] [PubMed] [Google Scholar]
- 23.Respuesta al VIH y las ITS en la Argentina. Boletín. www.argentina.gob.ar/sites/default/files/bancos/2022-11/Sintesis_Boletin_N_39_de_Respuesta_al_VIH_y_las_ITS_en_Argentina.pdf
- 24.HIV and AIDS. Jul, 2023. https://www.who.int/es/news-room/fact-sheets/detail/hiv-aids
- 25.Shintani T, Fujii T, Yamasaki N, Kitagawa M, et al. Oral environment and taste function of Japanese HIV-infected patients treated with antiretroviral therapy . AIDS Care. 2020;32:829–834. doi: 10.1080/09540121.2019.1656327. [DOI] [PubMed] [Google Scholar]
- 26.Gonjalves LS, de Carvalho Ferreira D, Vidal F, et al. Stage II and stage III periodontitis clinical burdens of HIV-1 undergoing antiretroviral therapy . Clin Oral Investig. 2022;26:2187–2195. doi: 10.1007/s00784-021-04201-2. Erratum in: Clin Oral Investig. 2022; 26:4239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Panel on Antiretroviral Guidelines for Adults and Adolescents. Guidelines for the Use of Antiretroviral Agents in Adults and Adolescents with HIV . Department of Health and Human Services; [Accessed (Octubre 2023) ]. https://clinicalinfo.hiv.gov/en/guidelines/hiv-clinical-guidelines-adult-and-adolescent-arv/whats-new [Google Scholar]
- 28.Annavajhala MK, Khan SD, Sullivan SB, Shah J, et al. Oral and Gut Microbial Diversity and Immune Regulation in Patients with HIV onAntiretroviral Therapy . mSphere. 2020;5:e00798–19. doi: 10.1128/msphere.00798-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Pereira LL, Veiga Siqueira Amorim D, Brito Sampaio W, Almeida Cruz Azevedo T, et al. Factors Associated with Periodontitis in Patients with and without HIV . Int J Dent. 2023;2023:9929835. doi: 10.1155/2023/9929835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Pólvora TLS, Nobre ÁVV, Tirapelli C, Taba M Jr, et al. Relationship between human immunodeficiency virus (HIV-1) infection and chronic periodontitis . Expert Rev Clin Immunol. 2018;14:315–327. doi: 10.1080/1744666X.2018.1459571. [DOI] [PubMed] [Google Scholar]
- 31.Phiri R, Feller L, Blignaut E. The severity, extent and recurrence of necrotizing periodontal disease in relation to HIV status and CD4+ T cell count . J Int Acad Periodontol. 2010;12:98–103. [PubMed] [Google Scholar]
- 32.Sereme Y, Pólvora TLS, Rochereau N, Teixeira LR, et al. Gingival tissue as a reservoir for human immunodeficiency virus type 1: Preliminary results of a cross-sectional observational study . J Periodontol. 2022;93:613–620. doi: 10.1002/JPER.21-0345. [DOI] [PubMed] [Google Scholar]
- 33.Li S, Su B, He QS, Wu H, et al. Alterations in the oral microbiome in HIV infection: causes, effects and potential interventions . Chin Med J. 2021;134:2788–2798. doi: 10.1097/CM9.0000000000001825. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Mushi MF, Mtemisika CI, Bader O, Bii C, et al. High Oral Carriage of Non-albicans Candida spp. among HIV-infected individuals . Int J Infect Dis. 2016;49:185–188. doi: 10.1016/j.ijid.2016.07.001. [DOI] [PubMed] [Google Scholar]
- 35.Michalski dos santos Bruna, Santos Roca Lilian, Pedra Dias Eliane. There is an association between colonization by Candida spp. and periodontal disease - results of a systematic review . Rev. Bras. Odontol. 2018;75:e1368. doi: 10.18502/cmm.6.2.3420. [DOI] [Google Scholar]
- 36.Venkatesan G, Uppoor A, Naik D, Kadkampally D, et al. Oral Candida Carriage and Morphotype Differentiation in Chronic Periodontitis Patients with and without Diabetes in the Indian Sub-Continent . Dent J (Basel) 2015;3:123–131. doi: 10.3390/dj3040123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Sullivan D, Coleman D. Candida dubliniensis: characteristics and identification . J Clin Microbiol. 1998;36:329–34. doi: 10.1128/JCM.36.2.329-334.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Sullivan DJ, Moran GP, Coleman DC. Candida dubliniensis: ten years on . FEMS Microbiol Lett. 2005;253:9–17. doi: 10.1016/j.femsle.2005.09.015. [DOI] [PubMed] [Google Scholar]
- 39.Ngouana TK, Krasteva D, Drakulovski P, Toghueo RK, et al. Investigation of minor species Candida africana, Candida stellatoidea and Candida dubliniensis in the Candida albicans complex among Yaoundé (Cameroon) HIV-infected patients . Mycoses. 2015;58:33–9. doi: 10.1111/myc.12266. [DOI] [PubMed] [Google Scholar]
- 40.Mancera E, Frazer C, Porman AM, Ruiz-Castro S, et al. Genetic Modification of Closely Related Candida Species . Front Microbiol. 2019;10:357. doi: 10.3389/fmicb.2019.00357. Erratum in: Front Microbiol. 2020; 11:713. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Akhtar N, Magdaleno JSL, Ranjan S, Wani AK, et al. Secreted Aspartyl Proteinases Targeted Multi-Epitope Vaccine Design for Candida dubliniensis Using Immunoinformatics . Vaccines (Basel) 2023;11:364. doi: 10.3390/vaccines11020364. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Hall MW, Singh N, Ng KF, Lam DK, et al. Inter-personal diversity and temporal dynamics of dental, tongue, and salivary microbiota in the healthy oral cavity . NPJ Biofilms Microbiomes. 2017;26:3–2. doi: 10.1038/s41522-016-0011-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Jiang Y, Song B, Brandt BW, Cheng L, et al. Comparison of Red-Complex Bacteria Between Saliva and Subgingival Plaque of Periodontitis Patients: A Systematic Review and Meta-Analysis . Front Cell Infect Microbiol. 2021;8:11–727732. doi: 10.3389/fcimb.2021.727732. [DOI] [PMC free article] [PubMed] [Google Scholar]
