Occurrence of periodontal diseases according to the ACES 2018 Classification Framework and the CDC/AAP definition: A cross-sectional study in a major Brazilian city.

AIM: The occurrence of periodontal diseases is still to be determined in large samples of major Brazilian cities. This study aimed to assess the periodontal status of adults from Curitiba, Paraná, Brazil, using periodontitis definitions by the Centers for Disease Control and Prevention and the American Academy of Periodontology (CDC/AAP) and the recently published ACES 2018 Classification Framework. MATERIALS AND METHODS: A multi-stage probability sampling technique was applied to draw individuals aged 18 or older. A total of 566 individuals underwent a full-mouth periodontal examination. Periodontitis cases were defined according to the CDC/AAP and the ACES 2018 Classification Framework. Non-periodontitis cases were classified as healthy or gingivitis. The agreement between the two definitions was calculated. RESULTS: Periodontal health was present in 33.6% and 13.8% of individuals, and gingivitis was found in 11.7% and 7.5%, according to CDC/AAP and ACES, respectively. Mild, moderate and severe periodontitis (CDC/AAP) were present in 2.1%, 33.4% and 19.1% of individuals, respectively. Using ACES, 34.3% had Stages I/II and 43.3% had Stages III/IV. The occurrence of periodontitis was higher when a subgroup of individuals aged 30+ were analysed, ranging from 69.6% (CDC/AAP) to 90.1% (ACES). CDC/AAP and ACES agreement for health, gingivitis and periodontitis accounted for 68.8% of the observations. CONCLUSIONS: Periodontal diseases affect more than 66% of the population aged 18+ years. Classic definition by the CDC/AAP and the recently published ACES Framework yielded moderate agreement.

Performance of ChatGPT in classifying periodontitis according to the 2018 classification of periodontal diseases.

OBJECTIVES: This study assessed the ability of ChatGPT, an artificial intelligence(AI) language model, to determine the stage, grade, and extent of periodontitis based on the 2018 classification. MATERIALS AND METHODS: This study used baseline digital data of 200 untreated periodontitis patients to compare standardized reference diagnoses (RDs) with ChatGPT findings and determine the best criteria for assessing stage and grade. RDs were provided by four experts who examined each case. Standardized texts containing the relevant information for each situation were constructed to query ChatGPT. RDs were compared to ChatGPT's responses. Variables influencing the responses of ChatGPT were evaluated. RESULTS: ChatGPT successfully identified the periodontitis stage, grade, and extent in 59.5%, 50.5%, and 84.0% of cases, respectively. Cohen's kappa values for stage, grade and extent were respectively 0.447, 0.284, and 0.652. A multiple correspondence analysis showed high variance between ChatGPT's staging and the variables affecting the stage (64.08%) and low variance between ChatGPT's grading and the variables affecting the grade (42.71%). CONCLUSIONS: The present performance of ChatGPT in the classification of periodontitis exhibited a reasonable level. However, it is expected that additional improvements would increase its effectiveness and broaden its range of functionalities (NCT05926999). CLINICAL RELEVANCE: Despite ChatGPT's current limitations in accurately classifying periodontitis, it is important to note that the model has not been specifically trained for this task. However, it is expected that with additional improvements, the effectiveness and capabilities of ChatGPT might be enhanced.

[Predictive value of tooth loss risk with 2018 new classification of periodontitis:a literature review].

The occurrence, progression and treatment efficacy of periodontitis are affected by many factors. Development on accurate estimation of prognosis is essential for treatment plan determination. The application of the 2018 new classification of periodontitis is one of the most important advances in the prognosis and risk assessment of periodontitis. The predictive value of the new classification on tooth loss risk had been evaluated by several latest researches, however, consensus still lacks. This review focused on the predictive efficacy of the 2018 new classification of periodontitis on tooth loss risk in periodontitis patients, in order to provide scientific evidence for clinical application and further improvement of the new classification system.

Adopción/Adaptación mediante Comentario para Argentina por intermedio de la Federación Iberopanamericana de Periodoncia (FIPP) de la Guía de Práctica Clínica (GPC) de nivel S3: Tratamiento de la periodontitis en los estadios I ­ III, de la Federación Europea de Periodoncia (EFP), traducida por la Sociedad Española de Periodoncia (SEPA) / Adoption/Adaptation by Comment, for Argentina through the Iberopanamerican Federation of Periodontology (FIPP) of the S3 Level Clinical Practice Guideline (CPG): Treatment of periodontitis in stages I ­ III, of the European Federation of Periodontology (EFP), translated by the Spanish Society of Periodontics (SEPA)

La Sociedad Argentina de Periodoncia ha formulado un Comentario, analizando los condicionantes del contexto na- cional, para determinar si las recomendaciones generadas en la Guía de Práctica Clínica de nivel S3 de la Federación Eu- ropea de Periodoncia para el tratamiento de la periodontitis en estadios I-III, podrían ser aplicadas para dar respuesta a la demanda de la población, en lo referido a la salud periodontal (AU)

The Argentine Society of Periodontics has formulated a Commentary, analyzing the determining factors of the nation- al context, to determine if the recommendations generated in the Level S3 Clinical Practice Guideline of the European Fed- eration of Periodontics for the treatment of periodontitis in stages I-III could be applied to respond to the demand of the population, regarding periodontal health (AU)

Erythrocyte indices and localized stage II/III periodontitis in military young men and women: CHIEF oral health study.

BACKGROUND: Prior studies have shown an association between generalized periodontitis and anemia in older or undernourished adults. The aim of the study was to examine the associations of erythrocyte indices with localized periodontitis in robust young adults, which has never been reported before. METHODS: The study included 1286 military participants, aged 19-40 years, with regular exercise training in Hualien, Taiwan. Localized periodontitis was grouped to healthy/stage I and stage II/III (n = 803 and 325) in men and (n = 130 and 28) in women according to the 2017 criteria of the world workshop. Systemic inflammation was evaluated by leukocyte counts. Multiple logistic regression analysis with adjustment for age, tobacco smoking status, betel nut chewing status, body mass index and leucocyte counts were used to determine the associations. RESULTS: Greater mean corpuscular volume in young men [odds ratio (OR) and 95% confidence intervals 1.03 (1.01-1.06)], and greater hematocrit and hemoglobin levels in young women were associated with a higher risk of localized stage II/III periodontitis [OR: 1.17 (1.02-1.34) and 1.60 (1.06-2.41), respectively]. However, there were no associations for erythrocyte counts. CONCLUSIONS: The localized stage II/III periodontitis risk increased with greater erythrocyte indices in robust young adults. This finding could be explained in part by that localized periodontitis may promote physical stress, possibly resulting in an increase of erythrocyte indices. On the other side, greater physical fitness associated with a lower risk of periodontitis may consume iron storage in the body, leading to exercise-induced anemia or smaller erythrocyte volume.

Runs of homozygosity are associated with staging of periodontitis in isolated populations.

Periodontitis is a common inflammatory disease characterized by a complex etiology, which is the result of a combination of genetic and environmental factors. Genetic variants linked to the periodontitis disease were already investigated, however, little was known regarding the severity of this disease. Recently, long runs of homozygosity (ROH) were associated with several multifactorial diseases. Therefore, in our work, we tried to assess the role of ROH and periodontitis status. We found an association between the excess of homozygosity owing to ROH and staging of periodontitis. More in detail, the total amount of homozygosity owing to ROH is positively associated with an increased severity of periodontitis (P = 0.0001). Regression tree analysis showed the impact of ROH burden in discriminating individuals with mild periodontitis stages I and II and periodontitis stages III and IV (P < 0.001). Furthermore, ROH mapping highlights several regions associated with a severe status of periodontitis (odds ratio > 1). Among them, we found a total of 33 genes. Interestingly, some of these genes were previously associated with granulocyte or platelet measures, both linked to the onset and the progression of periodontal disease. Our results suggest the not only single variants association test could help to risk assessment but even individual genomic features; furthermore, our ROH mapping highlighted the possible role of multiple genes in periodontal development.

The 2018 periodontitis case definition improves accuracy performance of full-mouth partial diagnostic protocols.

We aimed to compare the accuracy performance of the new 2018 periodontitis case definition by the European Federation of Periodontology (EFP)/ American Association of Periodontology (AAP) with Centers for Disease Control (CDC)/AAP 2012 in full-mouth partial recording protocols (PRP). Retrospective data from NHANES 2011-2012 and 2013-2014 were analyzed. For each case definition, full-mouth diagnostic was defined as the reference standard. Patients were diagnosed for the presence of periodontitis and staging for each PRP. Sensitivity, specificity, accuracy and precision, through several indicators, were determined. Performance measurement was assessed through binary and multiclass ROC/AUC analyses. Our performance analysis shows that the new 2018 classification outperforms the 2012 classification regarding the diagnosis and staging of periodontitis on full-mouth PRPs. This recent case definition has strengthened the utility of PRPs and its improvements certainly explain the observed findings. Also, our findings contribute to the reliability of PRPs and its use in future worldwide epidemiological surveys.

FOXP3+ and CD25+ cells are reduced in patients with stage IV, grade C periodontitis: A comparative clinical study.

BACKGROUND AND OBJECTIVE: Some studies suggest that regulatory T cells (Tregs) have suppressive effects on inflammatory osteolysis. The aim of this study was to evaluate Treg immunomarkers in periodontitis-affected tissues from patients with periodontitis and clinically healthy gingiva (control). MATERIAL AND METHODS: The presence and distribution of positive cells for CD4, CD25 and FOXP3 (Treg immunomarkers) in periodontitis-affected tissues (epithelium and lamina propria) of 30 patients (ten per group) with a diagnosis of stage IV, grade C periodontitis (IV-C), stage III, grade B periodontitis (III-B) and the control were evaluated. A two-way ANOVA followed by Fisher's LSD test was used to demonstrate differences between the groups and immunomarkers; Student's t test was used to demonstrate differences between the epithelium and the lamina propria. RESULTS: Both IV-C and III-B periodontitis presented a significantly high proportion of immune-stained cells for all immunomarkers when compared to the control group. Notably, CD25+ and FOXP3+ cells were detected in a significantly higher number in III-B than IV-C periodontitis (P < .05). CONCLUSION: Our results suggest the participation of Tregs on the osteoimmunological mechanisms in IV-C and III-B periodontitis patients, notably contributing to strategies for alveolar bone regeneration in clinical treatment decisions.

Subgingival microbiological profile of periodontitis patients in Dominican Republic.

Several studies have tried to associate the presence of different pathogens with the onset and progression ofperiodontitis, reporting a wide variety of results from different populations and environments. The aim of this study was to determine the main periodontal pathogens present in the subgingival biofilm of Dominican patients with periodontitis, by using specific microbiological culturing techniques. Periodontitis patients were selected after a full-mouth periodontal evaluation, and assigned to different periodontitis groups based on percentage of affected locations. Subgingival samples were collected and analyzed by means of specific culture techniques. Anaerobic counts, frequency of detection and proportions of target pathogens were calculated. Variables were analyzed by means of Student's T-test or chi-square test. Twenty-nine subjects were recruited, of whom 17 were diagnosed with generalized periodontitis (GenP) and 12 with localized periodontitis (LocP). The most prevalent bacterial species in both groups was Prevotella intermedia (94.1% in GenP and 91.7% in LocP), followed by Porphyromonas gingivalis (88.2% in GenP and 83.3% in LocP). Total microbiota in subgingival samples was 1.3 x107 colony-forming units (CFU)/mL (standard deviation, SD=1.5 x107) and 9.6x10s CFU/mL (SD=1.1 x107) in GenP and LocP subjects, respectively, though differences were not statistically significant (p=0.222). The highest counts were observed for P gingivalis in both groups, with mean concentration 2.5x10s CFU/mL (6.1x10s) in GenP and 2.9x10s CFU/mL (5x10s) in LocP, with no statistically significant difference (p=0.879). These results suggest that relevant periodontal pathogens are found with diversity and abundance in the subgingival microbiota of adult Dominican patients with periodontitis.

Varios estudios han tratado de asociar la presencia de diferentes patógenos con el inicio y la progresión de la periodontitis, mostrando una gran variedad de resultados en diferentes poblaciones y entornos. El objetivo del presente estudio fue determinar los principales patógenos periodontales presentes en la biopelícula subgingival de pacientes dominicanos con periodontitis, utilizando técnicas específicas de cultivo microbiológico. Los pacientes con periodontitis se seleccionaron después de una evaluación periodontal de boca completa y se asignaron a diferentes grupos de periodontitis según el porcentaje de localizaciones afectadas. Las muestras subgingivales fueron recolectadas y analizadas mediante técnicas de cultivo específicas. Se calcularon los recuentos anaeróbicos, la frecuencia de detección y las proporciones de los patógenos seleccionados. Las variables se analizaron mediante la prueba T de Student o la prueba de chi-cuadrado. Se reclutaron veintinueve sujetos, 17 diagnosticados como periodontitis generalizada (GenP) 12 con periodontitis localizada (LocP). La especie bacteriana más prevalente en ambos grupos fue Prevotella intermedia (94.1% y 91.7%, respectivamente) y seguida de Porphyromonas gingivalis (88.2% y 83.3%, respectivamente). La microbiota total en muestras subgingivales fue 1.3 x107 unidades formadoras de colonias (CFU)/mL (desviación estándar, SD=1.5 x107) y 9.6x106 CFU / mL (SD=1.1 x107) en sujetos GenP y LocP, respectivamente, pero no hubo diferencias estadísticamente significativas (p=0.222). Los recuentos más altos se observaron para P. gingivalis en ambos grupos, con una concentración media de 2.5x106 CFU/mL (6.1x106) en GenP y 2.9x106 CFU/mL (5x106) en LocP, sin diferencias estadísticamente significativas (p=0.879). Estos resultados sugieren que se encuentran patógenos periodontales relevantes con diversidad y abundancia en la microbiota subgingival de pacientes adultos dominicanos con periodontitis.

Prevalence of periodontitis: misclassification, under-recognition or over-diagnosis using partial and full-mouth periodontal examination protocols.

OBJECTIVE: The aim of this cross-sectional study was to assess the bias in estimating the prevalence of periodontitis due to partial-mouth periodontal examination protocols (PMPE) and to relate the severity and extent of periodontal damage to periodontitis misclassification when applying case definitions by Centres of Disease Control and Prevention and American Academy of Periodontology (CDC/AAP). MATERIALS AND METHODS: A full-mouth periodontal examination (FMPE) was performed in 721 adults living in North Italy to identify moderate and severe periodontitis. These results were compared with those obtained with two PMPE protocols analyzing two interproximal sites on all teeth (fMB-DL) or four interproximal sites in two random diagonal quadrants (pMDB-MDL). RESULTS: Both PMPE systems estimated the prevalence of moderate periodontitis with limited bias (-2.79% for pMDB-MDL and -3.49% for fMB-DL), whereas produced larger relative biases for severe periodontitis (-28.74% versus - 14.55%). The percentage of under-recognition of existing periodontal disease was 8.9% under fMB-DL and 15.5% under pMDB-MDL. The diagnosis of moderate and severe periodontal disease was correctly assigned to individuals with on average 8% and 30% of pathological sites, respectively. CONCLUSION: These findings suggest that PMPE systems provide high level of bias when using CDC/AAP case definitions.

Association between height and periodontitis in Korean adults: Results from KNHANES IV and V.

BACKGROUND AND OBJECTIVE: Evidence shows that a short stature in adulthood is associated with chronic diseases. However, few studies have investigated the association between height and periodontitis. The purpose of this study was to examine the relationship between adult height and periodontitis and to assess the roles of covariates in different birth cohorts of Korea. MATERIAL AND METHODS: This was a cross-sectional study using the data from the 4th and 5th Korea National Health and Nutritional Examination Survey. The subjects were grouped into 2 birth cohorts based on their historical and social context: born from 1946 to 1962 and from 1963 to 1978. The dependent variables were periodontitis and severe periodontitis, while the independent variable was the height quartile. Demographic factors (age and gender), socioeconomic position (own education, region and income), health behaviors (frequency of daily tooth brushing and smoking) and medical status (diabetes) were included. Logistic regression analyses estimated the association of adult height with periodontitis after sequential adjustments. RESULTS: The sample size of the final analysis was 18 010. The shortest quartile was associated with severe periodontitis (OR = 1.55, 95% CI 1.11-2.16) in the 1963-1978 birth cohort. The association remained after full adjustment in the 1963-1978 birth cohort (OR = 1.41, 95% CI 1.01-1.97). CONCLUSION: Our study shows that there is an inverse association between height and severe periodontitis only in the younger Korean birth cohort. Our results support the impact of height, as an early childhood environmental indicator, on severe periodontitis in adulthood.

Periodontal inflamed surface area and periodontal case definition classification.

OBJECTIVE: To assess whether a higher periodontal inflamed surface area (PISA) may reflect more severe periodontitis, and if so, to calculate which cut-off point should be used to classify a patient as suffering from periodontitis. MATERIAL AND METHODS: Eighty subjects were selected based on their periodontal status and were divided into 4 groups of 20 each; periodontally healthy, mild periodontitis, moderate periodontitis and severe periodontitis. In addition, demographic data, smoking status and socioeconomic status were also recorded. RESULTS: The highest mean PISA value was obtained for the severe periodontitis group (2309.42 ± 587.69 mm2) and the least for the periodontally healthy (34.30 ± 16.48 mm2). The PISA values corresponding to the three categories of periodontitis severity were significantly higher than the periodontally healthy group. When receiver operating characteristic (ROC) analysis was performed, a PISA value ≥130.33 mm2 predicted the presence of periodontitis with a sensitivity of 98% and a specificity of 100%. CONCLUSIONS: PISA is a periodontal parameter that may be used in conjunction with the Centers for Disease Control and Prevention - American Academy of Periodontology case definition classification in periodontal medicine research.

At least three phenotypes exist among periodontitis patients.

AIM: To identify phenotypes of periodontitis patients by the use of an unsupervised modelling technique (clustering), based on pre-treatment radiographic and microbiological characteristics. MATERIALS AND METHODS: This retrospective study included data from 392 untreated periodontitis patients. Co-regularized spectral clustering algorithm was used to cluster the patients. The resulting clusters were subsequently characterized based on their demographics, radiographic bone loss patterns and microbial data. RESULTS: The vast majority of patients fitted into one of the three main clusters (accuracy 90%). Cluster A (n = 18) was characterized by high prevalence and high proportions of Aggregatibacter actinomycetemcomitans, a trend for a more localized pattern of alveolar bone loss and young individuals. Clusters B (n = 200) and C (n = 135) differed clearly in disease severity patterns and smoking habits, but not in microbiological characteristics. CONCLUSION: On the basis of alveolar bone loss patterns and microbiological data, untreated periodontitis patients can be clustered into at least three phenotypes. These results should be validated in other cohorts, and the clinical utility needs to be explored on the basis of periodontal treatment outcomes and/or disease progression.

Proposing a Novel, Three-level Definition of Periodontitis using Probing Depth, Clinical Attachment Loss and Bleeding on Probing: Analysis of a Rural Chinese Population.

OBJECTIVE: To propose a novel, three-level (severe, moderate, mild) case definition using probing depth (PD), clinical attachment loss (CAL) and bleeding on probing (BOP) for epidemiologic studies on periodontitis. METHODS: Case definitions (DEF) 1-30 with PD, CAL and BOP were made. Based on data from epidemiologic research in Chengde (Hebei Province, China) in 1992, prevalence of periodontitis by DEF1-30 was calculated and compared with a reference (definitions by Centers for Disease Control and Prevention/American Academy of Periodontology in 2012). Sensitivity, specificity, Youden Index, Cohen's kappa coefficient (CKC) and the area under the receiver operator characteristic curve (AUC) were calculated for the definitions selected. RESULTS: DEF1 and DEF18 for periodontitis, DEF2, DEF3, DEF19 for moderate and severe periodontitis, and DEF5, DEF13, DEF14, DEF21 and DEF25 for severe periodontitis, which were similar for estimation of periodontitis prevalence compared with the reference, were selected. DEF18 for periodontitis, DEF19 for moderate and severe periodontitis, and DEF5 for severe periodontitis were selected because they showed higher values for the Youden Index, CKC and AUC, and formed a three-level definition. CONCLUSION: A novel three-level case classification of periodontitis using three parameters of PD, CAL and BOP was proposed. The estimated periodontitis prevalence according to the novel proposed definition is close to the prevalence according to the CDC/AAP definition.

Prediction of Periodontitis Occurrence: Influence of Classification and Sociodemographic and General Health Information.

BACKGROUND: Prediction of periodontitis development is challenging. Use of oral health-related data alone, especially in a young population, might underestimate disease risk. This study investigates accuracy of oral, systemic, and socioeconomic data on estimating periodontitis development in a population-based prospective cohort. METHODS: General health history and sociodemographic information were collected throughout the life-course of individuals. Oral examinations were performed at ages 24 and 31 years in the Pelotas 1982 birth cohort. Periodontitis at age 31 years according to six classifications was used as the gold standard to compute area under the receiver operating characteristic curve (AUC). Multivariable binomial regression models were used to evaluate the effects of oral health, general health, and socioeconomic characteristics on accuracy of periodontitis development prediction. RESULTS: Complete data for 471 participants were used. Periodontitis classifications with lower thresholds yielded superior predictive power. Calculus, pocket, or bleeding presence at age 24 years separately presented fair accuracy. Accuracy increased using multivariable models; for example, the Beck et al. classification AUC from 0.59 to 0.75 combining proportion of teeth with calculus, bleeding, or pocket with income; number of lost teeth; sex; education; people living in the house; prosthetic needs; or number of decayed, missing, or filled teeth (DMFT). Proportion of teeth with pocket, bleeding, or calculus; number of DMFT; toothbrushing frequency; blood pressure; sex; and income were most frequently associated. CONCLUSIONS: Choice of classification might have an impact on accuracy to predict periodontitis occurrence. Regardless of the classification, predictive value for development of periodontitis in young adults might be increased by combining periodontal information, sociodemographic information, and general health history.

Mandibular regeneration after immediate load dental implant in a periodontitis patient: A clinical and ultrastructural case report.

RATIONALE: In this case study, we characterized from radiographic, morphological and elemental point of view the mandibular reconstruction that occur in patients affects by periodontitis after application of endosseous titanium implants. In particular, we verified that the bone load applied by titanium implant was able to induce the mandibular osteogenic reconstruction. PATIENT CONCERN: A 57-year-old female active smoker with no contraindications for dental implants and 3 unstable dental prostheses, underwent open surgery for the application of endosseous titanium implants (BANP IMPLANT S.R.L., Milan, MI, Italy) with Immediate load dental implant technique. At the time of presentation, patient was under treatment ß- beta-adrenergic agents. DIAGNOSES: Patient was affected by grade II periodontitis according to Armitage classification. INTERVENTATION: Patient underwent open surgery for the application of endosseous titanium implants (BANP IMPLANT S.R.L., Milan, MI, Italy) with Immediate load dental implant technique. Implant placement was performed under local anesthesia after premedication with diazepam (0.2 mg/kg), given orally 30 minutes before surgery. After crestal incision, a meticulous cleaning of the oral cavity was carried out. We removed necrotic tissues and all inflammatory residues. Then, the bone cavity was extended gradually, according to the intended implant diameter. Inserted titanium implants were placed 8-12 mm subcrestally. OUTCOMES: We demonstrated that the bone load applied by titanium implant was able to induce the mandibular osteogenic reconstruction in a periodontitis patient. LESSONS: This case study can lay the foundation to improve understanding of the relationship between the immediate load dental implant and the mandibular regeneration.

[State of the art diagnostic criteria of severe periodontitis].

Periodontitis could be categorized as mild, moderate, and severe according to the severity of the disease. This categorizing system could also be used together with other classification systems. The present article introduced the status about the case definition of severe periodontitis, including the standard of case definitions for surveillance of periodontitis reported by the Centers for Disease Control and Prevention (CDC) in partnership with the American Academy of Periodontology (AAP) and the consensus report on the definition of periodontitis case for use in risk factor research by Europe workshop. A consensus on the state of the art definition of severe periodontitis for use in clinical work was gained base on the expertise of Chinese Society of Periodontology, Chinese Association of Stomatology. The background of this consensus and the significance of the criteria for the case definition were discussed.

Distinguishing the Signals of Gingivitis and Periodontitis in Supragingival Plaque: a Cross-Sectional Cohort Study in Malawi.

UNLABELLED: Periodontal disease ranges from gingival inflammation (gingivitis) to the inflammation and loss of tooth-supporting tissues (periodontitis). Previous research has focused mainly on subgingival plaque, but supragingival plaque composition is also known to be associated with disease. Quantitative modeling of bacterial abundances across the natural range of periodontal severities can distinguish which features of disease are associated with particular changes in composition. We assessed a cross-sectional cohort of 962 Malawian women for periodontal disease and used 16S rRNA gene amplicon sequencing (V5 to V7 region) to characterize the bacterial compositions of supragingival plaque samples. Associations between bacterial relative abundances and gingivitis/periodontitis were investigated by using negative binomial models, adjusting for epidemiological factors. We also examined bacterial cooccurrence networks to assess community structure. The main differences in supragingival plaque compositions were associated more with gingivitis than periodontitis, including higher bacterial diversity and a greater abundance of particular species. However, even after controlling for gingivitis, the presence of subgingival periodontitis was associated with an altered supragingival plaque. A small number of species were associated with periodontitis but not gingivitis, including members of Prevotella, Treponema, and Selenomonas, supporting a more complex disease model than a linear progression following gingivitis. Cooccurrence networks of periodontitis-associated taxa clustered according to periodontitis across all gingivitis severities. Species including Filifactor alocis and Fusobacterium nucleatum were central to this network, which supports their role in the coaggregation of periodontal biofilms during disease progression. Our findings confirm that periodontitis cannot be considered simply an advanced stage of gingivitis even when only considering supragingival plaque. IMPORTANCE: Periodontal disease is a major public health problem associated with oral bacteria. While earlier studies focused on a small number of periodontal pathogens, it is now accepted that the whole bacterial community may be important. However, previous high-throughput marker gene sequencing studies of supragingival plaque have largely focused on high-income populations with good oral hygiene without including a range of periodontal disease severities. Our study includes a large number of low-income participants with poor oral hygiene and a wide range of severities, and we were therefore able to quantitatively model bacterial abundances as functions of both gingivitis and periodontitis. A signal associated with periodontitis remains after controlling for gingivitis severity, which supports the concept that, even when only considering supragingival plaque, periodontitis is not simply an advanced stage of gingivitis. This suggests the future possibility of diagnosing periodontitis based on bacterial occurrences in supragingival plaque.