Salivary Prevalence of Four Oral Pathogens in Postpartum Women in Northeast Romania: An Exploratory Cross-Sectional Study
Abstract
1. Introduction
1.1. Oral Health in Pregnancy: A Public Health Concern
1.2. Periodontal Pathogens and Adverse Pregnancy Outcomes
1.3. Dental Caries in Pregnancy and Rationale for a Targeted Salivary Panel
2. Materials and Methods
2.1. Study Design and Patient Cohort
2.2. DNA Extraction
2.3. Real-Time PCR Assay
2.4. Statistical Analysis
2.5. Ethical Considerations
3. Results
3.1. Real-Time PCR Results
3.2. Pathogen Detection by Sociodemographic, Obstetric, and Gynaecological Characteristics
3.3. Pathogen Detection by Oral Hygiene Behaviours, Periodontal Indicators, and Dental Caries Status
4. Discussion
4.1. Rationale for the Selected Bacterial Panel
4.2. Interpreting Bacterial Detection: Colonisation Versus Disease
4.3. Oral Bacteria and Pregnancy Outcomes
4.4. Clinical Oral Health Findings
4.5. Behavioural and Sociodemographic Factors
4.6. Comparison with Previous Studies: Methodological Considerations
4.7. Limitations
4.8. Implications for Future Study Design
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Pathogen | Detection n/N (%) | Ct Range (Min–Max) | Median Ct | Descriptive Note |
|---|---|---|---|---|
| P. gingivalis | 23/60 (38.3%) | 28.04–38.82 | 33.09 | Baseline prevalence 38.3%; informs future power calculations |
| S. mutans | 42/60 (70.0%) | 27.12–46.45 | 33.78 | Baseline prevalence 70.0%; most frequent variable pathogen |
| M. salivarium | 43/60 (71.7%) | 31.45–40.23 | 36.64 | Baseline prevalence 71.7%; novel estimate for this population |
| F. nucleatum | 60/60 (100.0%) | 25.13–35.43 | 30.77 | 100% detection; excluded from association analyses |
| Variable Pathogen Combination | n | % |
|---|---|---|
| All three variable pathogens (S. mutans + M. salivarium + P. gingivalis) | 9 | 15.0% |
| S. mutans + M. salivarium only | 18 | 30.0% |
| M. salivarium + P. gingivalis only | 8 | 13.3% |
| S. mutans + P. gingivalis only | 5 | 8.3% |
| S. mutans only | 10 | 16.7% |
| M. salivarium only | 8 | 13.3% |
| P. gingivalis only | 1 | 1.7% |
| F. nucleatum only (no variable pathogens) | 1 | 1.7% |
| Total | 60 | 100% |
| Characteristic | Total n (%) | S. mutans n (%) | P. gingivalis n (%) | M. salivarium n (%) | F. nucleatum n (%) | p-Value † |
|---|---|---|---|---|---|---|
| Distribution by age group (years) | S.m.: 0.536; P.g.: 0.186; M.s.: 0.910; F.n.: N/A | |||||
| 18–22 | 2 (3.3%) | 2 (3.3%) | 0 (0.0%) | 1 (1.7%) | 2 (3.3%) | |
| 23–27 | 21 (35.0%) | 13 (21.7%) | 11 (18.3%) | 15 (25.0%) | 21 (35.0%) | |
| 28–32 | 16 (26.7%) | 13 (21.7%) | 3 (5.0%) | 11 (18.3%) | 16 (26.7%) | |
| 33–37 | 15 (25.0%) | 9 (15.0%) | 7 (11.7%) | 12 (20.0%) | 15 (25.0%) | |
| 38–42 | 4 (6.7%) | 3 (5.0%) | 2 (3.3%) | 3 (5.0%) | 4 (6.7%) | |
| 48–49 | 2 (3.3%) | 2 (3.3%) | 0 (0.0%) | 1 (1.7%) | 2 (3.3%) | |
| Distribution by educational attainment | S.m.: 0.648; P.g.: 0.220; M.s.: 0.661; F.n.: N/A | |||||
| Primary education | 2 (3.3%) | 1 (1.7%) | 1 (1.7%) | 2 (3.3%) | 2 (3.3%) | |
| High school | 21 (35.0%) | 16 (26.7%) | 11 (18.3%) | 15 (25.0%) | 21 (35.0%) | |
| University | 37 (61.7%) | 25 (41.7%) | 11 (18.3%) | 26 (43.3%) | 37 (61.7%) | |
| Distribution by marital status | S.m.: 0.686; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| Unmarried | 8 (13.3%) | 5 (8.3%) | 3 (5.0%) | 6 (10.0%) | 8 (13.3%) | |
| Married | 52 (86.7%) | 37 (61.7%) | 20 (33.3%) | 37 (61.7%) | 52 (86.7%) | |
| Distribution by area of residence | S.m.: 0.773; P.g.: 0.281; M.s.: 0.777; F.n.: N/A | |||||
| Rural | 23 (38.3%) | 17 (28.3%) | 11 (18.3%) | 16 (26.7%) | 23 (38.3%) | |
| Urban | 37 (61.7%) | 25 (41.7%) | 12 (20.0%) | 27 (45.0%) | 37 (61.7%) | |
| Distribution by socioeconomic status | S.m.: 0.703; P.g.: 0.825; M.s.: 0.260; F.n.: N/A | |||||
| Low | 38 (63.3%) | 28 (46.7%) | 14 (23.3%) | 25 (41.7%) | 38 (63.3%) | |
| Medium | 16 (26.7%) | 10 (16.7%) | 6 (10.0%) | 14 (23.3%) | 16 (26.7%) | |
| High | 6 (10.0%) | 4 (6.7%) | 3 (5.0%) | 4 (6.7%) | 6 (10.0%) | |
| Gestational age | S.m.: 0.328; P.g.: 0.801; M.s.: 0.787; F.n.: N/A | |||||
| <32 weeks | 2 (3.3%) | 2 (3.3%) | 1 (1.7%) | 1 (1.7%) | 2 (3.3%) | |
| 32–36 weeks | 11 (18.3%) | 6 (10.0%) | 5 (8.3%) | 8 (13.3%) | 11 (18.3%) | |
| ≥37 weeks | 47 (78.3%) | 34 (56.7%) | 17 (28.3%) | 34 (56.7%) | 47 (78.3%) | |
| Previous pregnancies | S.m.: 0.591; P.g.: 0.080; M.s.: 0.449; F.n.: N/A | |||||
| 0 | 33 (55.0%) | 24 (40.0%) | 9 (15.0%) | 23 (38.3%) | 33 (55.0%) | |
| 1 | 18 (30.0%) | 13 (21.7%) | 8 (13.3%) | 12 (20.0%) | 18 (30.0%) | |
| ≥ 2 | 9 (15.0%) | 5 (8.3%) | 6 (10.0%) | 8 (13.3%) | 9 (15.0%) | |
| Mode of delivery | S.m.: 0.573; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| Vaginal | 24 (40.0%) | 18 (30.0%) | 9 (15.0%) | 17 (28.3%) | 24 (40.0%) | |
| Caesarean section | 36 (60.0%) | 24 (40.0%) | 14 (23.3%) | 26 (43.3%) | 36 (60.0%) | |
| Ruptured membranes | S.m.: 1.000; P.g.: 0.419; M.s.: 1.000; F.n.: N/A | |||||
| No | 36 (60.0%) | 25 (41.7%) | 12 (20.0%) | 26 (43.3%) | 36 (60.0%) | |
| Yes | 24 (40.0%) | 17 (28.3%) | 11 (18.3%) | 17 (28.3%) | 24 (40.0%) | |
| History of abnormal Pap smear results | S.m.: 0.547; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| Normal | 57 (95.0%) | 39 (65.0%) | 22 (36.7%) | 41 (68.3%) | 57 (95.0%) | |
| Abnormal (ASC-US/LSIL/HSIL) | 3 (5.0%) | 3 (5.0%) | 1 (1.7%) | 2 (3.3%) | 3 (5.0%) | |
| History of HPV testing | S.m.: 0.300; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| Negative | 59 (98.3%) | 42 (70.0%) | 23 (38.3%) | 42 (70.0%) | 59 (98.3%) | |
| Positive | 1 (1.7%) | 0 (0.0%) | 0 (0.0%) | 1 (1.7%) | 1 (1.7%) | |
| Vaginal secretion—specific microorganisms | S.m.: 0.910; P.g.: 0.421; M.s.: 0.904; F.n.: N/A | |||||
| Negative | 43 (71.7%) | 30 (50.0%) | 15 (25.0%) | 31 (51.7%) | 43 (71.7%) | |
| E. coli | 4 (6.7%) | 3 (5.0%) | 1 (1.7%) | 3 (5.0%) | 4 (6.7%) | |
| Candida spp. | 12 (20.0%) | 8 (13.3%) | 6 (10.0%) | 8 (13.3%) | 12 (20.0%) | |
| E. coli + Candida spp. | 1 (1.7%) | 1 (1.7%) | 1 (1.7%) | 1 (1.7%) | 1 (1.7%) | |
| Systemic comorbidities | S.m.: 0.520; P.g.: 0.123; M.s.: 0.737; F.n.: N/A | |||||
| None | 46 (76.7%) | 31 (51.7%) | 15 (25.0%) | 32 (53.3%) | 46 (76.7%) | |
| Any comorbidity 1 | 14 (23.3%) | 11 (18.3%) | 8 (13.3%) | 11 (18.3%) | 14 (23.3%) |
| Characteristic | Total n (%) | S. mutans n (%) | P. gingivalis n (%) | M. salivarium n (%) | F. nucleatum n (%) | p-Value † |
|---|---|---|---|---|---|---|
| Oral hygiene frequency | S.m.: 0.281; P.g.: 0.376; M.s.: 0.784; F.n.: N/A | |||||
| Once daily | 21 (35.0%) | 17 (28.3%) | 6 (10.0%) | 14 (23.3%) | 21 (35.0%) | |
| Twice daily | 34 (56.7%) | 21 (35.0%) | 14 (23.3%) | 25 (41.7%) | 34 (56.7%) | |
| After each meal | 5 (8.3%) | 4 (6.7%) | 3 (5.0%) | 4 (6.7%) | 5 (8.3%) | |
| Perceived importance of oral hygiene | S.m.: 1.000; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 4 (6.7%) | 3 (5.0%) | 1 (1.7%) | 3 (5.0%) | 4 (6.7%) | |
| Yes | 56 (93.3%) | 39 (65.0%) | 22 (36.7%) | 40 (66.7%) | 56 (93.3%) | |
| Type of toothpaste | S.m.: 0.631; P.g.: 1.000; M.s.: 0.616; F.n.: N/A | |||||
| Therapeutic | 5 (8.3%) | 3 (5.0%) | 2 (3.3%) | 3 (5.0%) | 5 (8.3%) | |
| Cosmetic | 55 (91.7%) | 39 (65.0%) | 21 (35.0%) | 40 (66.7%) | 55 (91.7%) | |
| Toothbrush replacement frequency | S.m.: 0.263; P.g.: 0.973; M.s.: 0.739; F.n.: N/A | |||||
| Monthly | 12 (20.0%) | 9 (15.0%) | 5 (8.3%) | 8 (13.3%) | 12 (20.0%) | |
| Every 3 months | 41 (68.3%) | 26 (43.3%) | 15 (25.0%) | 31 (51.7%) | 41 (68.3%) | |
| Every 6 months | 5 (8.3%) | 5 (8.3%) | 2 (3.3%) | 3 (5.0%) | 5 (8.3%) | |
| Once a year | 2 (3.3%) | 2 (3.3%) | 1 (1.7%) | 1 (1.7%) | 2 (3.3%) | |
| Time since last dental visit | S.m.: 0.693; P.g.: 0.384; M.s.: 0.726; F.n.: N/A | |||||
| <1 month | 4 (6.7%) | 3 (5.0%) | 0 (0.0%) | 2 (3.3%) | 4 (6.7%) | |
| 1–3 months | 3 (5.0%) | 3 (5.0%) | 2 (3.3%) | 2 (3.3%) | 3 (5.0%) | |
| 3–6 months | 9 (15.0%) | 5 (8.3%) | 3 (5.0%) | 6 (10.0%) | 9 (15.0%) | |
| 6–12 months | 17 (28.3%) | 12 (20.0%) | 8 (13.3%) | 14 (23.3%) | 17 (28.3%) | |
| >1 year | 27 (45.0%) | 19 (31.7%) | 10 (16.7%) | 19 (31.7%) | 27 (45.0%) | |
| Smoking status | S.m.: 0.207; P.g.: 0.765; M.s.: 0.120; F.n.: N/A | |||||
| Non-smoker | 44 (73.3%) | 33 (55.0%) | 16 (26.7%) | 29 (48.3%) | 44 (73.3%) | |
| Smoker | 16 (26.7%) | 9 (15.0%) | 7 (11.7%) | 14 (23.3%) | 16 (26.7%) | |
| Dental caries status | S.m.: 0.754; P.g.: 0.544; M.s.: 1.000; F.n.: N/A | |||||
| No | 15 (25.0%) | 10 (16.7%) | 7 (11.7%) | 11 (18.3%) | 15 (25.0%) | |
| Yes | 45 (75.0%) | 32 (53.3%) | 16 (26.7%) | 32 (53.3%) | 45 (75.0%) | |
| Gingival bleeding during brushing | S.m.: 0.529; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 16 (26.7%) | 10 (16.7%) | 6 (10.0%) | 12 (20.0%) | 16 (26.7%) | |
| Yes | 44 (73.3%) | 32 (53.3%) | 17 (28.3%) | 31 (51.7%) | 44 (73.3%) | |
| Tooth mobility | S.m.: 0.227; P.g.: 0.778; M.s.: 0.219; F.n.: N/A | |||||
| No | 41 (68.3%) | 31 (51.7%) | 15 (25.0%) | 27 (45.0%) | 41 (68.3%) | |
| Yes | 19 (31.7%) | 11 (18.3%) | 8 (13.3%) | 16 (26.7%) | 19 (31.7%) | |
| Dental status: natural teeth present | S.m.: 1.000; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 1 (1.7%) | 1 (1.7%) | 0 (0.0%) | 1 (1.7%) | 1 (1.7%) | |
| Yes | 59 (98.3%) | 41 (68.3%) | 23 (38.3%) | 42 (70.0%) | 59 (98.3%) | |
| Dental implant status | S.m.: 0.478; P.g.: 0.306; M.s.: 0.265; F.n.: N/A | |||||
| No | 49 (81.7%) | 33 (55.0%) | 17 (28.3%) | 37 (61.7%) | 49 (81.7%) | |
| Yes | 11 (18.3%) | 9 (15.0%) | 6 (10.0%) | 6 (10.0%) | 11 (18.3%) | |
| Presence of orthodontic appliance | S.m.: 0.348; P.g.: 0.777; M.s.: 0.209; F.n.: N/A | |||||
| No | 43 (71.7%) | 32 (53.3%) | 16 (26.7%) | 33 (55.0%) | 43 (71.7%) | |
| Yes | 17 (28.3%) | 10 (16.7%) | 7 (11.7%) | 10 (16.7%) | 17 (28.3%) | |
| Oral hygiene frequency | S.m.: 0.281; P.g.: 0.376; M.s.: 0.784; F.n.: N/A | |||||
| Once daily | 21 (35.0%) | 17 (28.3%) | 6 (10.0%) | 14 (23.3%) | 21 (35.0%) | |
| Twice daily | 34 (56.7%) | 21 (35.0%) | 14 (23.3%) | 25 (41.7%) | 34 (56.7%) | |
| After each meal | 5 (8.3%) | 4 (6.7%) | 3 (5.0%) | 4 (6.7%) | 5 (8.3%) | |
| Perceived importance of oral hygiene | S.m.: 1.000; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 4 (6.7%) | 3 (5.0%) | 1 (1.7%) | 3 (5.0%) | 4 (6.7%) | |
| Yes | 56 (93.3%) | 39 (65.0%) | 22 (36.7%) | 40 (66.7%) | 56 (93.3%) | |
| Type of toothpaste | S.m.: 0.631; P.g.: 1.000; M.s.: 0.616; F.n.: N/A | |||||
| Therapeutic | 5 (8.3%) | 3 (5.0%) | 2 (3.3%) | 3 (5.0%) | 5 (8.3%) | |
| Cosmetic | 55 (91.7%) | 39 (65.0%) | 21 (35.0%) | 40 (66.7%) | 55 (91.7%) | |
| Toothbrush replacement frequency | S.m.: 0.263; P.g.: 0.973; M.s.: 0.739; F.n.: N/A | |||||
| Monthly | 12 (20.0%) | 9 (15.0%) | 5 (8.3%) | 8 (13.3%) | 12 (20.0%) | |
| Every 3 months | 41 (68.3%) | 26 (43.3%) | 15 (25.0%) | 31 (51.7%) | 41 (68.3%) | |
| Every 6 months | 5 (8.3%) | 5 (8.3%) | 2 (3.3%) | 3 (5.0%) | 5 (8.3%) | |
| Once a year | 2 (3.3%) | 2 (3.3%) | 1 (1.7%) | 1 (1.7%) | 2 (3.3%) | |
| Time since last dental visit | S.m.: 0.693; P.g.: 0.384; M.s.: 0.726; F.n.: N/A | |||||
| <1 month | 4 (6.7%) | 3 (5.0%) | 0 (0.0%) | 2 (3.3%) | 4 (6.7%) | |
| 1–3 months | 3 (5.0%) | 3 (5.0%) | 2 (3.3%) | 2 (3.3%) | 3 (5.0%) | |
| 3–6 months | 9 (15.0%) | 5 (8.3%) | 3 (5.0%) | 6 (10.0%) | 9 (15.0%) | |
| 6–12 months | 17 (28.3%) | 12 (20.0%) | 8 (13.3%) | 14 (23.3%) | 17 (28.3%) | |
| >1 year | 27 (45.0%) | 19 (31.7%) | 10 (16.7%) | 19 (31.7%) | 27 (45.0%) | |
| Smoking status | S.m.: 0.207; P.g.: 0.765; M.s.: 0.120; F.n.: N/A | |||||
| Non-smoker | 44 (73.3%) | 33 (55.0%) | 16 (26.7%) | 29 (48.3%) | 44 (73.3%) | |
| Smoker | 16 (26.7%) | 9 (15.0%) | 7 (11.7%) | 14 (23.3%) | 16 (26.7%) | |
| Dental caries status | S.m.: 0.754; P.g.: 0.544; M.s.: 1.000; F.n.: N/A | |||||
| No | 15 (25.0%) | 10 (16.7%) | 7 (11.7%) | 11 (18.3%) | 15 (25.0%) | |
| Yes | 45 (75.0%) | 32 (53.3%) | 16 (26.7%) | 32 (53.3%) | 45 (75.0%) | |
| Gingival bleeding during brushing | S.m.: 0.529; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 16 (26.7%) | 10 (16.7%) | 6 (10.0%) | 12 (20.0%) | 16 (26.7%) | |
| Yes | 44 (73.3%) | 32 (53.3%) | 17 (28.3%) | 31 (51.7%) | 44 (73.3%) | |
| Tooth mobility | S.m.: 0.227; P.g.: 0.778; M.s.: 0.219; F.n.: N/A | |||||
| No | 41 (68.3%) | 31 (51.7%) | 15 (25.0%) | 27 (45.0%) | 41 (68.3%) | |
| Yes | 19 (31.7%) | 11 (18.3%) | 8 (13.3%) | 16 (26.7%) | 19 (31.7%) | |
| Dental status: natural teeth present | S.m.: 1.000; P.g.: 1.000; M.s.: 1.000; F.n.: N/A | |||||
| No | 1 (1.7%) | 1 (1.7%) | 0 (0.0%) | 1 (1.7%) | 1 (1.7%) | |
| Yes | 59 (98.3%) | 41 (68.3%) | 23 (38.3%) | 42 (70.0%) | 59 (98.3%) | |
| Dental implant status | S.m.: 0.478; P.g.: 0.306; M.s.: 0.265; F.n.: N/A | |||||
| No | 49 (81.7%) | 33 (55.0%) | 17 (28.3%) | 37 (61.7%) | 49 (81.7%) | |
| Yes | 11 (18.3%) | 9 (15.0%) | 6 (10.0%) | 6 (10.0%) | 11 (18.3%) | |
| Presence of orthodontic appliance | S.m.: 0.348; P.g.: 0.777; M.s.: 0.209; F.n.: N/A | |||||
| No | 43 (71.7%) | 32 (53.3%) | 16 (26.7%) | 33 (55.0%) | 43 (71.7%) | |
| Yes | 17 (28.3%) | 10 (16.7%) | 7 (11.7%) | 10 (16.7%) | 17 (28.3%) |
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Nichitean, G.; Cosovanu, E.T.; Bejan, O.; Ionescu, S.; Ivanov, D.; Damian, C.; Socolov, D.; Grigore, M.; Dimitriu, C.D.; Foia, C.; et al. Salivary Prevalence of Four Oral Pathogens in Postpartum Women in Northeast Romania: An Exploratory Cross-Sectional Study. Pathogens 2026, 15, 507. https://doi.org/10.3390/pathogens15050507
Nichitean G, Cosovanu ET, Bejan O, Ionescu S, Ivanov D, Damian C, Socolov D, Grigore M, Dimitriu CD, Foia C, et al. Salivary Prevalence of Four Oral Pathogens in Postpartum Women in Northeast Romania: An Exploratory Cross-Sectional Study. Pathogens. 2026; 15(5):507. https://doi.org/10.3390/pathogens15050507
Chicago/Turabian StyleNichitean, Giorgio, Elena Teona Cosovanu, Oana Bejan, Silvia Ionescu, Doina Ivanov, Costin Damian, Demetra Socolov, Mihaela Grigore, Cristina Daniela Dimitriu, Cezar Foia, and et al. 2026. "Salivary Prevalence of Four Oral Pathogens in Postpartum Women in Northeast Romania: An Exploratory Cross-Sectional Study" Pathogens 15, no. 5: 507. https://doi.org/10.3390/pathogens15050507
APA StyleNichitean, G., Cosovanu, E. T., Bejan, O., Ionescu, S., Ivanov, D., Damian, C., Socolov, D., Grigore, M., Dimitriu, C. D., Foia, C., Luchian, I., Tatarciuc, D., Caruntu, I. D., Iancu, L. S., & Ursu, R. G. (2026). Salivary Prevalence of Four Oral Pathogens in Postpartum Women in Northeast Romania: An Exploratory Cross-Sectional Study. Pathogens, 15(5), 507. https://doi.org/10.3390/pathogens15050507

