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The impact of periodontal disease on the clinical outcomes of COVID-19: A systematic review and meta-analysis

BMC Oral Health volumeĀ 23, ArticleĀ number:Ā 658 (2023) Cite this article

Abstract

Background

A possible relationship between periodontitis (PD) and COVID-19 and its adverse outcomes has been suggested. Hence, the present systematic review and meta-analysis aimed to investigate the available evidence regarding the potential association between periodontitis (PD) and COVID-19 and its adverse outcomes.

Materials and methods

PubMed, Scopus, Web of Science, and Google Scholar were searched for relevant studies published up to April 15th, 2023. Studies that evaluated theĀ association between PD and COVID-19 were included. Risk of bias was evaluated by two reviewers, and meta-analyses were performed using RevMan 5.3 software.

Results

A total of 22 studies involving 92,535 patients from USA, Europe, Asia,Ā the Middle East and South America were included; of these, 12 were pooled into the meta-analysis. Most of the studies (19 studies) reported a significant association between PD and COVID-19. The pooled data found a significant association between PD and COVID-19 outcomes: more severe symptoms (ORā€‰=ā€‰6.95, Pā€‰=ā€‰0.0008), ICU admissions (ORā€‰=ā€‰3.15, Pā€‰=ā€‰0.0001), and mortality (ORā€‰=ā€‰1.92, Pā€‰=ā€‰0.21). Additionally, compared to mild PD, severe PD was significantly associated with higher risks of severe COVID-19 outcomes: severe symptoms (Pā€‰=ā€‰0.02); ICU admission (Pā€‰=ā€‰0.0001); and higher mortality rates (Pā€‰=ā€‰0.0001). The results also revealed 58% higher risk for COVID-19 infection in patients with PD (Pā€‰=ā€‰0.00001).

Conclusions

The present findings suggest a possible association between poor periodontal health and the risk of poor COVID-19 outcomes. However, owing to the observed methodological heterogeneity across the included studies, further prospective cohort studies with standardized methodologies are warranted to further unravel the potential association between periodontal disease and COVID-19 and its adverse outcomes.

Peer Review reports

Background

The Corona virus disease of 2019 (COVID-19) caused by the SARS-CoV-2 virus has resulted in an enormous impact on the global health and economy [1,2,3]. Despite the fact that most COVID-19 patients recover without major complications, few patients still suffer severe complications including multiple organ failure and death [4, 5]. Such complications are driven by serious conditions triggered by the infection such severe acute respiratory distress, systemic inflammatory reactions, and coagulopathies [6, 7]. It became obvious that several comorbidities such as obesity, hypertension, diabetes and advanced age are associated with severe COVID-19 [4,5,6, 8]. A considerable fraction of apparently healthy and young patients, with no clear identifiable risk factors, however, still develops severe complications.

Periodontitis (PD), the most common form of periodontal diseases, is a chronic disease involving the inflammation and subsequent damage of the tissues surrounding the teeth [9]. If not treated properly, PD leads to the destruction of the bone surrounding the teeth and ultimately loss of the teeth themselves [10]. Beyond such local consequences, PD can also have detrimental effects on systemic health [10]. Growing evidence links PD to several systemic diseases including diabetes mellitus, cardiovascular diseases, pneumonia, metabolic syndrome, and cancers [9, 11,12,13,14,15,16,17]. Such systemic effects of PD might be ascribed to the bacterial products and inflammatory mediators in the periodontal infected tissues that can reach the blood stream and increase the systemic inflammatory burden [18]. Worth to mention that periodontal pathogens can reach the respiratory tract, aggravating, and/or even initiating respiratory infections [17].

Given that PD shares with COVID-19 many features including comorbidities and increased blood levels of inflammation and coagulation biomarkers, [19, 20] several researchers have hypothesized that PD could be associated with a higher risk of COVID-19, and the development of its adverse outcomes [20, 21]. Marouf et al. reported a higher risk of COVID-19 complications including death (ORā€‰=ā€‰8.81), intensive care unit (ICU) admission (ORā€‰=ā€‰3.54), and the need for assisted ventilation (ORā€‰=ā€‰4.57) in patients with periodontitis [22]. Gupta et al. reported that the likelihood of requiring assisted ventilation, hospital admission, death, and getting COVID-19-related pneumonia were 7.45, 36.52, 14.58, and 4.42 folds, respectively, in COVID-19 patients with PD compared to COVID-19 patients without PD [23]. Additionally, 2022 caseā€“control study among US COVID-19 patients reported significantly greater missing teeth and alveolar loss tooth in Covid-19 positive patients and in those with severe complications [24]. Interestingly, a 2022 caseā€“control study by Said et al. reported a significant association between history of periodontal therapy and favorable COVID-19 outcomes, indicating a positive role of periodontal therapy on Covid-19 complications [25]. Using a two-sample Mendelian randomization, Wang et al. revealed that PD was significantly associated with higher risk for COVID-19 infection and severe complications [26]. Conversely, two studies with a large sample size from UK Biobank cohorts did not support any significant association between PD and the risk and outcomes of COVID-19 [27, 28]. Similarly, a retrospective cross-sectional Dutch study did not find a significant association between alveolar bone loss and complications of COVID-19 [29]. One systematic review of two studies reported a significant association between PD and COVID-19 [30]. A more recent systematic review and meta-analysis by Baima et al., [31] investigating the potential link between PD and Covid-19, reported a significant association between PD and Covid-19 susceptibility and poor outcomes [31]. Nevertheless, the latter review included only very limited studies (nā€‰=ā€‰8; studies published up till Feb. 2022), and since then numerous relevant studies were published with interesting findings. Additionally, the latter two systematic reviews did not in-depth assess the correlation between severity of PD and severity of Covid-19 symptoms. Therefore, this systematic review and meta-analysis sought to comprehensively analyze and summarize the available evidence on the association between PD and COVID-19. The focused question was: Does periodontal health status have an impact on COVID-19 risk and clinical outcomes?

Materials and methods

The present systematic review and meta-analysis adhered strictly to the PRISMA 2020 guidelines and followed utterly PECO principles. This systematic review was registered in Open Science Framework (OSF) registries (https://doi.org/10.17605/OSF.IO/KW7TC). The PECO research question was: Is periodontal disease a risk factor for COVID-19 and its poor outcomes?

Eligibility criteria

All studies (cohort, caseā€“control, and cross-sectional and interventional studies) that assessed the association of periodontal diseases with COVID-19 outcomes in humans were eligible.

Exposure: periodontal disease parameters.

Outcome: COVID-19 infection and/or its associated adverse outcomes.

Case reports, post-mortem studies, animal and experimental studies, review articles, commentaries, and studies with unclear exposures/outcomes were excluded.

Search strategy and information sources

An extensive search of online databases (PubMed, Scopus, and Web of Science) and Google Scholar search engine, supplemented with manual search was conducted independently by two reviewers (SA and MA) on April 16th, 2023 for all relevant studies published from December 2019 up to April 15th, 2023. The following Mesh terms and free keywords were used: ("Periodontal Diseases"[Mesh] OR "Oral Health"[Mesh] OR ā€œPeriodontal diseaseā€ OR periodontitisā€ OR Periodont* OR periodontal pathogen*) AND ("SARS-CoV-2ā€³[Mesh] OR COVID-19). Detailed information about the search strategies is presented in Supplementary Table 1.

Screening and selection process

All retrieved studies were exported to the EndNote program, which eased removal of duplicates. Then, the titles and abstracts of all articles were screened independently by two reviewers (SA and FT), and irrelevant articles were excluded. The full-texts of all potentially eligible articles were independently evaluated by the two reviewers for inclusions, and irrelevant articles were eliminated.

Data extraction

All relevant data were independently extracted by two investigators (SA, MA) using customized forms. The extracted data included the following: first author name, country of the study, study design, sample size, age and gender of the participants, periodontal variables (exposure) and COVID-19 variables (the main outcomes).

Quality assessment

Two reviewers (SA and MA) assessed independently the quality of all included studies using the Newcastle Ottawa Scale (NOS) for assessing the quality of non-randomized studies [32]. Disagreements, if any, were resolved by discussion. The overall quality of each study was rated as either: high quality, 7ā€“9 stars; moderate quality, 4ā€“6 stars; or poor quality, 0ā€“3 stars [32].

Statistical analysis

The Review Manager (RevMan) Version 5.3 software was used for data analysis. The pooled odds ratios (ORs) along with 95% confidence intervals (CIs) were used to calculate the risk of COVID-19 and associated outcomes in patients with PD and periodontium healthy patients. Heterogeneity was evaluated using the Chi-square test and the I2 statistics. A Fixed-effects model was used for low/moderate heterogeneity (I2ā€‰ā‰¤ā€‰50%), while a random effect model was applied for significant heterogeneity (I2ā€‰>ā€‰50%).

Seā€‰nsitivity tests: due to the limited number of analyzed studies, no sensitivity tests were done.

Results

Study selection

FigureĀ 1 presents the search strategy of the present study. The initial online searches yielded 3002 articles, of which 2050 duplicate records were excluded. The titles and abstracts of 952 articles were screened for eligibility, and 895 were found irrelevant and thus excluded. The full-texts of the remaining 57 articles were assessed for eligibility, and 35 were excluded for various reasons (Supplementary Table 2). Eventually, 22 studies were included in the present systematic review, and 12 were pooled into the meta-analysis.

Fig. 1
figure 1

Flowchart of the search strategy

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General characteristics of the included studies

A total of 22 studies, involving 92,535 patients were included in the present systematic review; [22,23,24,25, 27,28,29, 33,34,35,36,37,38,39,40,41,42,43,44,45,46,47] of these, 12 studies were included in the meta-analysis [23, 25, 27, 28, 33, 35, 36, 40, 41, 43, 44, 46, 47]. Twelve of these studies were caseā€“control studies, [22,23,24,25, 29, 34, 35, 37, 38, 42, 44, 46] three cohort studies, [27, 28, 39] and seven cross-sectional studies [33, 36, 40, 41, 43, 45, 47]. Six studies were conducted in India [23, 34, 38, 40, 42, 44] three in the UK [27, 28, 39], two in Brazil [35, 36] two in Saudi Arabia [33, 43], two in Qatar [22, 25], two in Turkey [46, 47] and one each in: the Netherlands, [29]. Spain, [45] Egypt, [41] Mexico, [37] and the USA [24]. The mean age of the participants ranged from 38.2 to 68.6 years, with almost equal representation of both genders. Diagnosis of COVID-19 was confirmed by PCR test in all of the included studies.

Periodontal parameters (Exposure)

Ascertainment of periodontal parameters were highly variable across the included studies. One or more of the following periodontal parameters were considered: number of missing teeth, pocket depth, gum bleeding, alveolar bone loss, and loose teeth (Table 1). Similarly, ascertainment of the exposure methods varied greatly across the included studies: clinical examination in nine studies, [23, 34,35,36, 38, 40, 42, 44, 46] self-reported in five studies, [27, 28, 37, 39, 41] and dental radiographs in eight studies [22, 24, 25, 29, 33, 43, 45, 47].

Table 1 General characteristics of the included studies
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Outcome measures

Most of the studies reported on adverse outcomes of Covid-19. Ascertainment of the adverse outcomes of COVID-19 included one or more of the following: severity of symptoms, ICU admission, hospital admission, and mortality (Table 1). Nine studies [24, 26,27,28, 34, 37,38,39, 46] also reported on the risk of covid-19 in periodontitis patients.

Qualitative results

The majority of the studies (19 studies) found a significant association between PD and COVID-19 adverse outcomes (i.e., severity of symptoms, hospital admission, ICU and mortality). Conversely, three studies did not report a significant association between PD and COVID-19 adverse outcomes [27,28,29] except for mortality in one study [28]. Concerning susceptibility to COVID-19, nine studies [26,27,28, 34, 37,38,39, 46] reported on this outcome; six of these studies reported a significant association between having PD and the risk for COVID-19 infection, [24, 26, 34, 37, 38, 46] whereas the other three studies [27, 28, 39] didnā€™t confirm such results (Table 2).

Table 2 Summary of the main outcomes
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Meta-analysis results

COVID-19 outcomes in PD versus healthy periodontium patients:

The pooled data showed a positive significant association between PD and the risk of adverse COVID-19 outcomes (Figs.Ā 2, 3 andĀ 4). Compared to patients with healthy periodontium, patients with PD showed a significantly higher risk of severe symptoms (ORā€‰=ā€‰6.95, 95% CI: 2.24, 21.56, I2ā€‰=ā€‰92%, random-effect; Pā€‰=ā€‰0.0008)(Fig.Ā 2), ICU admission (ORā€‰=ā€‰3.15, 95% CI: 2.07, 4.79, I2ā€‰=ā€‰0.00%, fixed-effect; Pā€‰=ā€‰0.0001) (Fig.Ā 3), and mortality (ORā€‰=ā€‰1.92, 95% CI: 0.70, 5.32, I2ā€‰=ā€‰57%, random-effect; Pā€‰=ā€‰0.21) (Fig.Ā 4).

Fig. 2
figure 2

Meta-analysis of the association between periodontal disease (PD) and severe COVID-19 symptoms

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Fig. 3
figure 3

Meta-analysis of the association between periodontal disease (PD) and ICU admissions

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Fig. 4
figure 4

Meta-analysis of the association between periodontal disease (PD) and mortality

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COVID-19 outcomes by severity of PD (severe PD versus mild PD)

The results revealed a positive significant association between the severity of PD and severity of COVID-19 outcomes (Figs.Ā 5, 6 andĀ 7): severe symptoms (ORā€‰=ā€‰3.25, 95% CI: 1.23, 8.59, I2ā€‰=ā€‰87%, random-effect; Pā€‰=ā€‰0.02) (Fig.Ā 5); ICU admission (ORā€‰=ā€‰3.38, 95% CI: 1.82, 6.26, I2ā€‰=ā€‰0.00%, fixed-effect; Pā€‰=ā€‰0.0001) (Fig.Ā 6), and mortality rate (ORā€‰=ā€‰5.35, 95% CI: 2.75, 10.42, I2ā€‰=ā€‰48%, fixed-effect; Pā€‰=ā€‰0.00001) (Fig.Ā 7).

Fig. 5
figure 5

Meta-analysis of the association between severe periodontal disease (PD) and COVID-19 symptoms

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Fig. 6
figure 6

Meta-analysis of the association between severe periodontal disease (PD) and ICU admission

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Fig. 7
figure 7

Meta-analysis of the association between severe periodontal disease (PD) and mortality rate

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Risk of COVID-19 in PD patients versus healthy periodontium patients:

The pooled three studies revealed a higher risk of COVID-19 infection in periodontitis patients (ORā€‰=ā€‰1.58, 95% CI: 0.89, 2.79, I2ā€‰=ā€‰57%, Pā€‰=ā€‰0.12), although the result was not statistically significant (Fig.Ā 8).

Fig. 8
figure 8

Meta-analysis of COVID-19 risk in relation to periodontal health status (PD vs. healthy)

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Publication bias

The funnel plots for publication bias of the include studies for all categories are presented in the Supplementary file 2. Generally, there was not a noticeable publication bias among the studies, except Fig.Ā 1Ā in the Supplementary file 2 which showed slight publication bias for the association between periodontal disease (PD) and severe COVID-19 symptoms.

Quality assessment

The results of the quality assessment- based on NOS- are presented in Table 3. Overall, the included studies revealed relatively good quality ranging from five to nine stars. Fourteen studies [22,23,24,25, 27,28,29, 34, 36,37,38, 40, 43,44,45] were of high quality, while seven studies were of moderate quality [33, 35, 39, 41, 42, 46, 47]. The most frequent methodological shortcomings were related to the self-report ascertainment of the exposure and bias in selection of cases/controls (Table 3).

Table 3 NOS-based quality analysis of the included studies
Full size table

Discussion

Medical literature has linked PD to the risk and severity of COVID-19. Hence, the present systematic review and meta-analysis sought to answer the following focused question: Does PD influence the risk and severity of COVID-19? Qualitatively, most of the included studies reported significant association between PD and COVID-19 severity. However, three studies [27,28,29] failed to replicate these results. Quantitatively the pooled data found a significant positive association between PD and the risk and adverse outcomes of COVID-19 such as severe symptoms, ICU admission. Additionally, severe PD was significantly associated with higher risk of severe COVID-19 symptoms (Pā€‰=ā€‰0.02), ICU admission (Pā€‰=ā€‰0.0001), and mortality rate (Pā€‰=ā€‰0.00001) compared to mild PD. Indeed, the results revealed that patients with PD have significantly 54% higher risk to getting COVID-19 infection. However, these findings should be interpreted with caution owing to the heterogeneity among the included studies as well as some methodological limitations, discussed in the following sections.

The findings of the present systematic review support the results of previous systematic reviews [30, 31]. Nevertheless, although the results of the current study are interesting, the mechanism(s) by which periodontitis aggravate(s) COVID-19 adverse outcomes still unclear so far. However, many theories have been suggested, and deserve discussion. With regard to one of the key findings of the current study: association of PD and COVID-19 adverse outcomes, one possible explanation is related to the expression of angiotensin converting enzyme 2 (the well- known receptor for SARS-CoV-2) by the inspired periopathogenes. This subsequently leads to production of inflammatory cytokines such as IL-6 and IL-8 in the lower respiratory tract, thus aggravating the response [48]. Further, periopathogenes have been reported to enhance the virulence of SARS-CoV-2 by cleaving its S glycoproteins, a matter that exacerbates COVID-19 complications [49]. Of utmost important, the chronic inflammatory nature of periodontitis may play a role through triggering systemic inflammation, which aggravates the inflammatory response in context of many disease processes, and COVID-19 wouldnā€™t be an exception. A recent study reported existence of periopathogenes in the metagenome of patients severely infected with SARS-CoV-2: Mainly high reads for Prevotella (493 reads), Staphylococcus (1,659 reads) and Fusobacterium (463 reads) were discovered [50]. Indeed, the potential role of PD in pulmonary infections (and diseases) has long been investigated and well documented in the literature [16, 51,52,53]. Mounting evidence from systematic reviews and meta-analyses found a significant association between PD and exacerbation of respiratory conditions, mainly pneumonia and COPD [14, 17].

The significant association between PD and the risk of COVID-19 is another key and pivotal finding of the current study: patients with PD were 54% at higher risk of COVID-19 acquisition than people with healthy periodontium. Essentially, the oral cavity, including gingival pocket epithelium, has been reported to be potentially high risk for SARS-CoV-2 infectious susceptibility, mediated by expression of angiotensin converting enzyme 2 [54, 55]. These results might be explained by the role of periopathogenic bacteria in initiating the expression of angiotensin converting enzyme, as already discussed above. A very recent evidence suggests that periodontal pockets and decayed teeth serve as reservoirs for SARS-CoV-2, making people more prone to COVID-19 [56]. In addition to being hiding areas, where the antibacterial action of the saliva and mouth rinses is not effective, the periodontally involved pockets have higher surface area than that of normal gingival sulcus, providing more opportunities for SARS-CoV-2 to bind and eventually infect more enzyme-expressing cells, in addition to acting as reservoirs for continuing infection, or recurring, or complicating the current infection leading to a more severe disease. However, these are still hypotheses and more research are required to elucidate these phenomena.

Worthy to note that the positive association of PD with the outcomes of COVID-19 was supported by all of the included studies except two studies by Larvin et al., which failed to do so [27, 28]. It must be acknowledged that these two studies involved relatively large sample sizes of COVID-19 patients. However, the exposure (periodontal status) was self-reported, a matter which raises a lot of doubts and reduces reliability of these two studies. Obviously, it is a clear shortcoming, and therefore the results might have not accurately reflected the periodontal status of the participants, and thus might have biased the results. Apart from the fact that the number of present and/or the missing teeth can be self-reported to a large extent of reliability, the other periodontal health outcomes and parameters cannot be reported by the patients precisely [57] . This, in turn, may explain the different results obtained by these two studies, a matter that must be acknowledged too. By contrast, except for Kamel et al. study, all other studies, which reported positive association of PD with the outcomes of COVID-19 ascertained the periodontal parameters objectively, either clinically or using radiographs.

Undoubtedly, the quality of the individual studies is a very determining factor that influences the quality of the overall evidence of any meta-analysis [58]. For this purpose, two reviewers evaluated independently the quality of all included studies using NOS, a very valid risk assessment tool. The results revealed relatively good quality of the included studies. Selection bias and self-reporting of the exposure (periodontal parameters) were the most frequently shortcomings, which cause biased results: recapitulating and reminding Larvin et al. studies mentioned above.

The present systematic review has many points that add to its strength and should be recognized. First, the study included a good number of studies with a relatively large sample size. Second, the studies were conducted in different geographical areas representing the world and thus substantiating its external validity. However, there are few limitations that should be highlighted. The main limitation is the heterogeneity among the included studies in many respects including: study design, the assessed periodontal parameters (exposure), COVID-19 parameters (outcome), setting of the included patients (hospitalized vs non-hospitalized patients), age of the participants, and many other confounders. The differences in methods of measurements of periodontal parameters represent a marked heterogeneity, being self-reported in a few studies, using radiographs in some studies, and clinical examination in the other studies. In particular, the self-reporting of periodontal status is an evident drawback of the present study that might have caused bias in the results. Furthermore, missing of some of the numerical data was an obvious obstacle that hindered including all studies in the quantitative analysis.

Conclusion

In conclusion, the present systematic review and meta-analysis suggests a significant association between poor periodontal health and poor COVID-19 outcomes. However, the results should be interpreted with caution given the marked heterogeneity across the included studies along with some methodological limitations in some of these studies. Hence, further large-scale prospective cohort studies with standardized methodologies are highly required to further elucidate the potential association between periodontal diseases and the risk of poor COVID-19 outcomes.

Availability of data and materials

All data generated or analyzed during this study are included in this published article.

Abbreviations

COVID-19:

Coronavirus Disease 2019

PD:

Periodontitis

ICU:

Intensive Care Unit

CI:

Confidence Interval

NOS:

Newcastle Ottawa Scale

OR:

Odds Ratio

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Acknowledgements

Open Access funding was provided by Qatar National Library.

Funding

No fund was received for this study.

Author information

Authors and Affiliations

  1. College of Dental Medicine, QU Health, Qatar University, Doha, Qatar

    Sadeq Ali Al-Maweri,Ā Faleh TamimiĀ &Ā Lamyia Anweigi

  2. Department of Restorative Dentistry, Faculty of Dentistry, University of Malaya, Federal Territory of Kuala Lumpur, Kuala Lumpur, Malaysia

    Mohammed Nasser AlhajjĀ &Ā Nosizana Mohd Salleh

  3. Department of Prosthodontics, Faculty of Dentistry, Thamar University, Dhamar, Yemen

    Mohammed Nasser Alhajj

  4. Department of Maxillofacial Surgery and Diagnostic Sciences, College of Dentistry, Jazan University, Jazan, Saudi Arabia

    Esam Halboub

  5. Department of Preventive Dental Sciences, College of Dentistry, Jazan University, Jazan, Saudi Arabia

    Mohammed Sultan Al-Akā€™hali

  6. Department of Preventive Dental Sciences, College of Dentistry, Taibah University, Al-Madinah Al-Munawwarah, Saudi Arabia

    Saba Kassim

  7. Al Khor Health Center, Primary Health Care Corporation, Doha, Qatar

    Saleem Abdulrab

  8. Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates

    Marwan Mansoor Ali Mohammed

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Contributions

Sadeq Al-Maweri: study concept, search strategy, drafting the manuscript; Mohammed Nasser Alhajj: data extraction, quality appraisal, data analysis, drafting the manuscript; Esam Halboub: concept of the study, critically revised and edited the paper; Faleh Tamimi: data extraction, quality appraisal, drafting the manuscript; Nosizana Mohd Salleh: concept of the study, critically revised and edited the paper; Mohammed Sultan Al-Akā€™hali: concept of the study, critically revised and edited the paper; Saba Kassim, Saleem Abdulrab, Lamyia Anweigi, and Marwan Mansoor Ali Mohammed, data curation, critically revised and edited the paper. All authors approved the final version.

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Correspondence to Sadeq Ali Al-Maweri.

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Supplementary Information

Additional file 1:Ā 

Table S1. Databases. Applied search strategy, and numbers of retrieved studies. Table S2. List of excluded studies and reason for exclusion.Ā 

Additional file 2:

Figure S1. Funnel plot for the included studies of the association between periodontal disease (PD) and severe COVID-19 symptoms. Figure 2. Funnel plot for the included studies of the association between periodontal disease (PD) and ICU admissions. Figure S3. Funnel plot for the included studies of the association between periodontal disease (PD) and mortality. Figure S4. Funnel plot for the included studies of the association between severe periodontal disease (PD) and COVID-19 symptoms. Figure S5. Funnel plot for the included studies of the association between severe periodontal disease (PD) and ICU admission. Figure S6. Funnel plot for the included studies of the association between severe periodontal disease (PD) and mortality rate. Figure S7. Funnel plot for the included studies of COVID-19 risk in relation to periodontal health status (PD vs. healthy).

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Al-Maweri, S.A., Alhajj, M.N., Halboub, E. et al. The impact of periodontal disease on the clinical outcomes of COVID-19: A systematic review and meta-analysis. BMC Oral Health 23, 658 (2023). https://doi.org/10.1186/s12903-023-03378-0

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Keywords

  • COVID-19 outcomes
  • Periodontal disease
  • Association
  • Systematic review

BMC Oral Health

ISSN: 1472-6831

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