Predictors of Dental Caries Increment in Schoolchildren: A Longitudinal Study of Salivary and Behavioral Risk Factors
Abstract
1. Introduction
2. Materials and Methods
2.1. Ethics
2.2. Location
2.3. Study Group
2.4. Questionnaire
2.5. Caries
2.6. Caries Increment
- : Index for child .
- : Index for the tooth .
- : Total number of teeth present at follow-up, for child .
- : Status of tooth at baseline , for child .
- : Status of tooth at follow-up , for child .
- : Indicator function, equaling 1 if the condition inside is true (tooth developed a new lesion), and 0 if false.
2.7. Saliva Flow Assessment
2.8. Bacteria Levels/Counts in Saliva
2.9. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| DCBS | Division de Ciencias Biologicas y de la Salud |
| ADHD medication | medications used to treat Attention-Deficit/Hyperactivity Disorder. |
| dmft | mean of decayed, missing and filled primary teeth |
| DMFT | means of decayed, missing and filled permanent teeth |
| pH | potential hydrogenated |
| SD | standard deviation |
| mL/min | milliliters per minute; |
| dmft/DMFT | addition of mean of decayed, missing and filled primary teeth and mean of decayed, missing and filled permanent teeth |
| OR | odds ratio |
References
- Machiulskiene, V.; Campus, G.; Carvalho, J.C.; Dige, I.; Ekstrand, K.R.; Jablonski-Momeni, A.; Maltz, M.; Manton, D.J.; Martignon, S.; Martinez-Mier, E.A.; et al. Terminology of Dental Caries and Dental Caries Management: Consensus Report of a Workshop Organized by ORCA and Cariology Research Group of IADR. Caries Res. 2020, 54, 7–14. [Google Scholar] [CrossRef] [PubMed]
- SIVEPAB Sistema de Vigilancia Epidemiológica de Patologías Bucales. Dirección General de Epidemiología. Secretaría de Salud | 28 de enero de. 2025. Available online: https://sersalud.cdmx.gob.mx/sspcdmx/Documentos/direccion/demp/Bolet%C3%ADn%20patolog%C3%ADas%20bucales/2024/BOLET%C3%8DN%20ANUAL%20SIVEPAB%202024.pdf (accessed on 16 November 2025).
- Curtis, A.M.; VanBuren, J.; Cavanaugh, J.E.; Warren, J.J.; Marshall, T.A.; Levy, S.M. Longitudinal associations between dental caries increment and risk factors in late childhood and adolescence. J. Public Health Dent. 2018, 78, 321–328. [Google Scholar] [CrossRef] [PubMed]
- Choi, A.; Dong, K.; Williams, E.; Pia, L.; Batagower, J.; Bending, P.; Shin, I.; Peters, D.I.; Kaspar, J.R. Human saliva modifies growth, biofilm architecture, and competitive behaviors of oral streptococci. mSphere 2024, 9, e0077123. [Google Scholar] [CrossRef] [PubMed]
- Chankanka, O.; Marshall, T.A.; Levy, S.M.; Cavanaugh, J.E.; Warren, J.J.; Broffitt, B.; Kolker, J.L. Mixed dentition cavitated caries increment and dietary intake frequencies. Paediatr. Dent. 2011, 33, 233–240. [Google Scholar] [PubMed] [PubMed Central]
- Spatafora, G.; Li, Y.; He, X.; Cowan, A.; Tanner, A.C.R. The Evolving Microbiome of Dental Caries. Microorganisms 2024, 12, 121. [Google Scholar] [CrossRef]
- World Health Organization. Oral Health Surveys: Basic Methods, 5th ed.; World Health Organization: Geneva, Switzerland, 2013. [Google Scholar]
- Ericson, D.; Bratthall, D. Simplified method to estimate salivary buffer capacity. Scand. J. Den. Res. 1989, 97, 405–407. [Google Scholar] [CrossRef] [PubMed]
- Jensen, B.; Bratthall, D. A new method for the estimation of mutans streptococci in human saliva. J. Dent. Res. 1989, 68, 468–471. [Google Scholar] [CrossRef] [PubMed]
- van Houte, J. Microbiological predictors of caries risk. Adv. Dent. Res. 1993, 7, 87–96. [Google Scholar] [CrossRef] [PubMed]
- Kumar, S.; Tadakamadla, J.; Johnson, N.W. Effect of Toothbrushing Frequency on Increment and Increment of Dental Caries: A Systematic Review and Meta-Analysis. J. Dent. Res. 2016, 95, 1230–1236. [Google Scholar] [CrossRef] [PubMed]
- Warren, J.J.; Van Buren, J.M.; Levy, S.M.; Marshall, T.A.; Cavanaugh, J.E.; Curtis, A.M.; Kolker, J.L.; Weber-Gasparoni, K. Dental caries clusters among adolescents. Community Dent. Oral Epidemiol. 2017, 45, 538–544. [Google Scholar] [CrossRef] [PubMed]
- Brusius, C.D.; Alves, L.S.; Maltz, M. Association between toothbrushing frequency and dental caries and tooth loss in adolescents: A cohort study. Braz. Oral Res. 2023, 37, e127. [Google Scholar] [CrossRef] [PubMed]
- Wu, L.; Lo, E.C.M.; McGrath, C.; Wong, M.C.M.; Ho, S.M.Y.; Gao, X. Motivational interviewing for caries prevention in adolescents: A randomized controlled trial. Clin. Oral Investig. 2022, 26, 585–594. [Google Scholar] [CrossRef] [PubMed]
- Axelsson, P.; Nyström, B.; Lindhe, J. The long-term effect of a plaque control program on tooth mortality, caries and periodontal disease in adults. Results after 30 years of maintenance. J. Clin. Periodontol. 2004, 31, 749–757. [Google Scholar] [CrossRef] [PubMed]
- Mallineni, S.K.; Alassaf, A.; Almulhim, B.; Alghamdi, S. Influence of Tooth Brushing and Previous Dental Visits on Dental Caries Status among Saudi Arabian Children. Children 2023, 10, 471. [Google Scholar] [CrossRef]
- Caufield, P.W.; Schön, C.N.; Saraithong, P.; Li, Y.; Argimón, S. Oral Lactobacilli and Dental Caries: A Model for Niche Adaptation in Humans. J. Dent. Res. 2015, 94, 110S–118S. [Google Scholar] [CrossRef] [PubMed]
- Opydo-Szymaczek, J.; Torlińska-Walkowiak, N.; Maćkowiak, K.; Mizgier, M.; Pacholak, K.; Olejnik-Schmidt, A.; Schmidt, M.; Śniatała, R. Supragingival plaque microbiota and caries risk factors among children with mixed dentition. BMC Oral Health 2025, 25, 791. [Google Scholar] [CrossRef] [PubMed]
- Veenman, F.; van Dijk, A.; Arredondo, A.; Medina-Gomez, C.; Wolvius, E.; Rivadeneira, F.; Àlvarez, G.; Blanc, V.; Kragt, L. Oral microbiota of adolescents with dental caries: A systematic review. Arch. Oral Biol. 2024, 161, 105933. [Google Scholar] [CrossRef] [PubMed]
- Frese, C.; Reissfelder, L.S.; Kilian, S.; Felten, A.; Laurisch, L.; Schoilew, K.; Boutin, S. Can the Acid-formation Potential of Saliva Detect a Caries-related Shift in the Oral Microbiome? Oral Health Prev. Dent. 2022, 20, 51–60. [Google Scholar] [CrossRef] [PubMed]
- Mazurel, D.; Brandt, B.W.; Boomsma, M.; Crielaard, W.; Lagerweij, M.; Exterkate, R.A.M.; Deng, D.M. Streptococcus mutans and Caries: A Systematic Review and Meta-Analysis. J. Dent. Res. 2025, 104, 594–603. [Google Scholar] [CrossRef] [PubMed]
- Lee, E.; Park, S.; Um, S.; Kim, S.; Lee, J.; Jang, J.; Jeong, H.O.; Shin, J.; Kang, J.; Lee, S.; et al. Microbiome of Saliva and Plaque in Children According to Age and Dental Caries Experience. Diagnostics 2021, 11, 1324. [Google Scholar] [CrossRef]
- Korona-Glowniak, I.; Skawinska-Bednarczyk, A.; Wrobel, R.; Pietrak, J.; Tkacz-Ciebiera, I.; Maslanko-Switala, M.; Krawczyk, D.; Bakiera, A.; Borek, A.; Malm, A.; et al. Streptococcus sobrinus as a Predominant Oral Bacteria Related to the Occurrence of Dental Caries in Polish Children at 12 Years Old. Int. J. Environ. Res. Public Health 2022, 19, 15005. [Google Scholar] [CrossRef]
- Pitts, N.B.; Twetman, S.; Fisher, J.; Marsh, P.D. Understanding dental caries as a non-communicable disease. Br. Dent. J. 2021, 231, 749–753. [Google Scholar] [CrossRef] [PubMed]
- Wang, Y.; Zhang, Y.; Pan, T.; Lin, H.; Zhou, Y. Metabolic differences of the oral microbiome related to dental caries—A pilot study. Arch. Oral Biol. 2022, 141, 105471. [Google Scholar] [CrossRef] [PubMed]
- Batchelor, P.A.; Sheiham, A. The distribution of burden of dental caries in schoolchildren: A critique of the high-risk caries prevention strategy for populations. BMC Oral Health 2006, 6, 3. [Google Scholar] [CrossRef] [PubMed]
- Kusama, T.; Todoriki, H.; Osaka, K.; Aida, J. Majority of New Onset of Dental Caries Occurred from Caries-Free Students: A Longitudinal Study in Primary School Students. Int. J. Environ. Res. Public Health 2020, 17, 8476. [Google Scholar] [CrossRef]
- Sánchez-Pérez, L.; Irigoyen-Camacho, M.E.; Molina-Frechero, N.; Zepeda-Zepeda, M. Fissure Depth and Caries Increment in First Permanent Molars: A Five-Year Follow-Up Study in Schoolchildren. Int. J. Environ. Res. Public Health 2019, 16, 3550. [Google Scholar] [CrossRef]
- Bagramian, R.A.; Garcia-Godoy, F.; Volpe, A.R. The global increase in dental caries. A pending public health crisis. Am. J. Dent. 2009, 22, 3–8. [Google Scholar] [PubMed]
- Doméjean, S.; Banerjee, A.; Featherstone, J.D.B. Caries risk/susceptibility assessment: Its value in minimum intervention oral healthcare. Br. Dent. J. 2017, 223, 191–197. [Google Scholar] [CrossRef] [PubMed]

| Clinical Risk Markers | Median | Mean (SD) |
|---|---|---|
| Age | 8 | 8.3 (1.1) |
| Sugar intake in foods/meals per day | 4 | 3.8 (0.8) |
| Daily brushing (F− toothpaste) | 3 | 2.4 (0.8) |
| dmft | 6.5 | 4.8 (3.3) |
| DMFT | 0 | 0.6 (1.1) |
| dmf/DMFT | 7 | 5.1 (3.9) |
| Salivary risk markers | n | % |
| Unstimulated salivary flow rate (mL/min) | 0.5 | 0.7 (0.7) |
| Stimulated salivary flow rate (mL/min) | 2.0 | 1.9 (0.9) |
| Buffer capacity | n | % |
| High | 50 | 42.4 |
| Medium | 45 | 38.1 |
| Low | 23 | 19.5 |
| Bacterial risk markers | n | % |
| S. mutans | ||
| <105 | 92 | 77.9 |
| ≥105 | 26 | 22.0 |
| Lactobacillus sp. | ||
| <105 | 48 | 40.6 |
| ≥105 | 70 | 59.3 |
| Clinical Risk Markers | Years-Old | ||||
|---|---|---|---|---|---|
| 7 n = 31 | 8 n = 38 | 9 n = 29 | 10 n = 20 | ||
| Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | p value * | |
| Sugar intake foods/meals per day | 4.1 (0.8) a | 3.6 (0.8) ab | 3.5 (0.6) b | 3.9 (0.9) ab | 0.0238 |
| Daily brushing | 2.5 (0.7) | 2.5 (0.6) | 2.5 (0.8) | 2.3 (0.9) | 0.5801 |
| dmft | 4.6 (3.3) | 5.1 (3.4) | 4.3 (3.4) | 5.1 (3.4) | 0.8125 |
| DMFT | 0.3 (0.8) | 0.5 (1.1) | 0.9 (1.2) | 0.6 (1.2) | 0.2108 |
| dmf/DMFT | 4.9 (3.2) | 5.6 (3.7) | 5.2 (4.2) | 4.2 (4.4) | 0.6343 |
| Salivary risk markers | |||||
| Unstimulated salivary flow rate (mL/min) | 0.6 (0.3) | 0.8 (1.1) | 0.6 (0.5) | 0.6 (0.4) | 0.1949 |
| Stimulated salivary flow rate (mL/min) | 1.7 (0.7) | 1.8 (0.8) | 1.9 (0.9) | 2.2 (1.1) | 0.3159 |
| Buffer capacity | % | % | % | % | p value ** |
| High | 9.3 | 11.0 | 13.6 | 8.5 | 0.3785 |
| Medium | 9.3 | 15.3 | 8.5 | 5.1 | |
| Low | 7.6 | 5.9 | 2.6 | 3.4 | |
| Bacterial risk markers | p value * | ||||
| S. mutans | % | % | % | % | |
| <105 | 22.0 | 24.6 | 17.8 | 13.6 | 0.7391 |
| ≥105 | 4.2 | 7.6 | 6.9 | 3.4 | |
| Lactobacillus sp. | |||||
| <105 | 8.4 | 16.1 | 11.9 | 7.6 | 0.4731 |
| ≥105 | 17.8 | 16.1 | 12.7 | 9.3 | |
| Caries Risk Variables | Caries Free n = 39 | Filled Teeth n = 40 | Caries Active n = 39 | p Value * |
|---|---|---|---|---|
| Mean/SD | Mean/SD | Mean/SD | ||
| Age | 8.5 (1.1) a | 7.9 (0.9) b | 8.5 (1.0) a | <0.0142 |
| Sugar intake foods/meals per day | 3.6 (0.8) a | 3.9 (0.7) a | 3.8 (0.9) a | 0.3097 |
| Daily brushing | 2.4 (0.8) a | 2.7 (0.5) a | 2.3 (0.8) a | 0.0588 |
| dmft initial | 0 c | 6.2 (1.8) b | 7.4 (0.5) a | <0.0001 |
| dmft final | 0.7 (1.5) b | 5.1 (1.9) a | 5.2 (2.1) a | <0.0001 |
| DMFT initial | 0 b | 0.8 (1.2) a | 0.9 (1.3) a | <0.0004 |
| DMFT final | 0.2 (0.7) b | 1.0 (1.3) a | 1.4 (0.3) a | <0.0001 |
| dmf/DMFT Initial | 0 c | 7.0 (2.3) b | 8.2 (1.4) a | <0.0001 |
| dmf/DMFT Final | 0.6 (1.4) b | 5.2 (2.5) a | 4.5 (2.9) a | <0.0001 |
| DMFT increment | 0.2 (0.7) a | 0.2 (0.4) a | 0.6 (1.4) a | 0.0827 |
| Salivary risk markers | ||||
| Unstimulated salivary flow rate (mL/min) | 0.6 (0.4) a | 0.8 (1.1) ab | 0.6 (0.3) a | 0.0129 |
| Stimulated salivary flow rate (mL/min) | 2.0 (0.9) a | 1.9 (0.9) a | 1.7 (0.8) a | 0.3759 |
| Buffer capacity | % | % | % | p value ** |
| High | 17.8 | 13.6 | 11.2 | 0.2065 |
| Medium | 9.3 | 11.9 | 17.0 | |
| Low | 5.9 | 8.5 | 5.1 | |
| Bacterial risk markers | ||||
| S. mutans | % | % | % | |
| <105 | 28.0 | 23.7 | 26.8 | 0.2817 |
| ≥105 | 5.1 | 10.2 | 6.8 | |
| Lactobacillus sp. | ||||
| <105 | 17.8 | 15.3 | 11.0 | 0.1873 |
| ≥105 | 15.4 | 18.6 | 23.1 | |
| Variable | Crude OR [95% CI] | Crude p-Value | Adjusted OR [95% CI] | Adjusted p-Value |
|---|---|---|---|---|
| Sugar intake in foods/meals per day (1) | 0.87 [0.54–1.43] | 0.592 | 0.70 [0.40–1.21] | 0.201 |
| Daily toothbrushing (2) | 2.28 [1.02–5.07] | 0.044 | 2.77 [1.13–6.83] | 0.026 |
| Unstimulated salivary flow rate (3) | 0.75 [0.33–1.71] | 0.489 | 0.61 [0.19–1.96] | 0.409 |
| S. mutans(4) | 2.15 [0.80–5.77] | 0.128 | 3.38 [1.01–11.39] | 0.050 |
| Lactobacillus sp. (5) | 2.27 [0.99–5.22] | 0.053 | 2.91 [1.12–7.59] | 0.029 |
| Age | 0.78 [0.47–1.07] | 0.486 | 0.73 [0.47–1.13] | 0.153 |
| Group (6) | ||||
| Filled teeth | 1.74 [0.67–4.56] | 0.259 | 1.39 [0.43–4.46] | 0.578 |
| Caries active | 1.14 [0.42–3.10] | 0.799 | 0.78 [0.25–2.39] | 0.658 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Sánchez-Pérez, L.; Sáenz Martínez, L.P.; Molina Frechero, N.; Zepeda-Zepeda, M.A.; Irigoyen-Camacho, M.E. Predictors of Dental Caries Increment in Schoolchildren: A Longitudinal Study of Salivary and Behavioral Risk Factors. Dent. J. 2026, 14, 382. https://doi.org/10.3390/dj14060382
Sánchez-Pérez L, Sáenz Martínez LP, Molina Frechero N, Zepeda-Zepeda MA, Irigoyen-Camacho ME. Predictors of Dental Caries Increment in Schoolchildren: A Longitudinal Study of Salivary and Behavioral Risk Factors. Dentistry Journal. 2026; 14(6):382. https://doi.org/10.3390/dj14060382
Chicago/Turabian StyleSánchez-Pérez, Leonor, Laura Patricia Sáenz Martínez, Nelly Molina Frechero, Marco Antonio Zepeda-Zepeda, and María Esther Irigoyen-Camacho. 2026. "Predictors of Dental Caries Increment in Schoolchildren: A Longitudinal Study of Salivary and Behavioral Risk Factors" Dentistry Journal 14, no. 6: 382. https://doi.org/10.3390/dj14060382
APA StyleSánchez-Pérez, L., Sáenz Martínez, L. P., Molina Frechero, N., Zepeda-Zepeda, M. A., & Irigoyen-Camacho, M. E. (2026). Predictors of Dental Caries Increment in Schoolchildren: A Longitudinal Study of Salivary and Behavioral Risk Factors. Dentistry Journal, 14(6), 382. https://doi.org/10.3390/dj14060382

