Skip to main content
Acta Stomatologica Croatica logoLink to Acta Stomatologica Croatica
. 2021 Sep;55(3):308–315. doi: 10.15644/asc55/3/8

Streptococcus Mutans Infections in Infants and Related Maternal/Child Factors

Blerta Latifi-Xhemajli 1, Aida Rexhepi 1,, Jacques Veronneau 2, Teuta Kutllovci 1, Dafina Ahmeti 1, Shqiprim Bajrami 1
PMCID: PMC8514224  PMID: 34658377

Abstract

Objective

The aim of the study was to investigate the maternal-child S. mutans infection, mutual interaction and potential risk factors altering this interaction.

Material and methods

A total of 160 mothers who were paired with their children were recruited. Saliva from mothers and children was collected and S. mutans categorized levels were analyzed. A questionnaire was used to collect maternal and child conventional caries risk factors. A proportional odds regression model was used to investigate whether the level of infection of mothers would similarly affect the level of infection of their children, thus adjusting for other risk factors.

Results

The average age of mothers was 28.1 years and children had a median age of 5.1 months. Paired mother-child S. mutans cross-classification into non-infected and infected subjects showed no agreement in mutual contamination. Maternal infection of the child was highest when the mother was infected with 10>3 S. mutans/ml of saliva. The results obtained by the regression model showed that none of the potential risk factors influenced the level of infection in the child.

Conclusion

Mothers with a high S. mutans level increase the risk of S. mutans acquisition for her five- month- old child but no evidence was found that other maternal/child factors may influence this.

Keywords: MeSH terms: Dental Caries, Infectious Disease Vertical Transmission, Infant, Author keywords: Streptococcus Mutans, Caries Risk Factors, Transmission of Infection

Introduction

Dental caries is one of the most prevalent dental diseases which requires prevention as a first line approach, (1, 2) especially the form of caries known as early childhood caries (ECC) (3). In children younger than 3 years of age, any sign of smooth-surface caries is indicative of severe early childhood caries (S-ECC) (4).

The consequences of this early form of carious lesions include a higher risk of new carious lesions, an increased cost of dental treatment and time, emergency visits, an increased number of days with restricted activity, later caries in the permanent dentition and malocclusion (2, 5).

S. mutans is the main causative bacterium of human dental caries and plays an important role in etiology of ECC. Moreover, it is crucial in its initial phase (6, 7). The initiation of dental caries is preceded by the colonization of dentition by S. mutans, usually in early childhood (8). The early establishment of these bacteria in the mouth of human infants is mainly dependent on the maternal transmission of saliva (9). The higher the level of S. mutans in the maternal saliva, the more likely is the colonization of primary dentition by cariogenic bacteria (10). The earlier the colonization, the higher is the incidence of carious lesions (11).

This significant correlation between a high caries experience and high S. mutan’s counts has been demonstrated in studies (12, 13). Moreover, the delay of colonization by S. mutans is associated with a lower caries experiences in the future (14). The acquisition of S. mutants may occur very early, even before the teeth erupt (15). Key factors involved in the oral colonization of the cariogenic group of bacteria, S. mutants in young children, need to be studied further (16). Even though several previous studies have tried to document S. mutans mother-child transmission and the related factors, nevertheless, some essential aspects remain elusive (6). Specifically, previous studies (17-21) in this area of maternal S. mutans transmission have shown significant associations using different designs, but this needs further study. Several previous studies looked at qualitative transmission (strains), while our study reports detailed categorical quantitative correlation. The key threshold of S. mutans needed to initiate the caries process is 105 /ml of saliva, however, this needs to be studied further to see how it impacts a mother-child transmission, and more evidence is needed on vertical contamination (19). Another additional issue that needs clarifying is the specific factors affecting maternal-infant early S. mutans transmission. Previous studies (18-21) have explored some of the maternal and older child factors looking for the potential factors mediating S. mutans interaction. To our knowledge, no clinical study has looked into the mother-infant qualitative and quantitative S. mutans detailed interaction or explored specific potential factors that may have an impact on this transmission. Therefore, the aim of this study was to develop knowledge on the maternal-infant S. mutans transmission and identify new caries risk factors that may contribute to this transmission. This initiative is inspired by the medical strategies in ECC prevention such as controlling S. mutans colonization rather than mechanical approaches as suggested by Kohler (20)..

We hypothesized that the specific factors determined for the study would have an impact on maternal-infant early S. mutans transmission.

Methods

Study design and participants

The study design was cross-sectional where maternal/child measurements for the number of S. mutans were performed once. Data collection lasted for a period of 7 months (04-10/2016). A recruitment of 160 voluntary participants was randomly generated from a principal sample of 300 mothers and their young children used for another study that had already been published based on our inclusive criteria (22). The study was carried out in the Main Family Medical Centre (MFMC) of Pristina, the capital of Kosovo. This specific site was considered for data collection since the patients visiting MFMC come from different backgrounds, thus representing a diverse sample for the study.

The inclusion criteria for the study were: if mothers were exposed to the study questionnaire and if the child in the study is under 12 months of age at the moment of saliva collection. The exclusion maternal criteria were receiving chemotherapy or radiotherapy, having a cognitive or physical handicap or having a child being over 12 months of age. Prior to the recruitment of participants, the study was approved by Pristina University Ethics Committee (Ethic Committee-Medical Faculty, University of Pristina, Ref. Nr. 1851) and all mothers who participated it the study gave their consent.

Study Variables:

The principal dependent variable was the child’s levels of S. mutans infection expressed by the categorical and recommended method associated with the commercial test Dentocult SM strip mutans count and as described by Jensen and Bratthall (23).

Bacterial counts were recorded as Colony Forming Units per milliliter (CFU/ml) of saliva. The numbers of bacterial colonies were graded as Class 0, 1, 2 and 3 according to the manufacturers’ scoring-card. Class 0: none detected; Class 1: <102 CFU/ml; Class 2: <103-4CFU/ml; Class 3: >10≥5 CFU/ml.

The principal independent variable was the mother’s levels of S. mutans expressed by the same test and method as their child. Other independent variables of interest were family socio -demographic, economic and behavioral data that were obtained through administrated questionnaires provided for mothers of the children that were being investigated. The information obtained from the mother was set at her level of education, on her last dental visit, knowledge on when to start tooth brushing of the child, on her frequency of daily brushing, on her own oral health perception and on her past caries experiences. The information obtained on the child was the presence or not of his/her teeth and the number of times he/she has been ill. The examiner was asked to observe the mother and to check the upper anterior teeth to see if there was any dental plaque or clinical changes relating to past or present caries experiences.

Collection of the variables: Saliva collection was carried out using the method by Dentocult SM stripmutans test (23) using a plastic strip. All samples of saliva were collected by a dentist or a PhD candidate. Maternal questionnaires were also administrated by the same examiner.

Data analysis: For each categorical and continuous variable of interest, the counts and percentages were reported, as well as the median and inter-quartile range (IQR=75th percentile–25th percentile). To investigate the association between maternal S. mutans infection and their child a S. mutans acquisition the McNemar’s test was used (24), and the kappa coefficient of agreement between the categories was calculated. Also the proportions of infected children within the cohort of infected mothers were compared. To investigate the marginal effect of the level of S. mutans infection in the mother on the outcome of the level of S. mutans infection in the child a regression model was used to take into account the ordinal nature of the coding for this outcome. The regression model was adjusted to take into account other risk factors of interest (Table 1), the proportional odds or cumulative logits. The results were reported as odds ratios (OR) with a 95% confidence interval (CI).

Table 1. Distribution for categorical mother/child demographic variables.

Categories n (%)
Mother mean age Years (26-31) 28.14
Child median age Months (4-12) 5.01
Mother level of education Graduated from high school or less? 73 (45.6%)
Graduated from College or University? 87 (54.4%)
Family income
(monthly)
Less than 500 € 77 (48.1%)
600-1,000 € 66 (41.3%)
1,000-3,000 € 17 (10.7%)

All statistical tests of the hypothesis were two-sided and performed at a significance level of 5%. All statistical analyses were done using the SAS software, version 9.3 (SAS Institute Inc., Cary, NC, USA) (25).

Results

The study included 160 mother/child pairs. The median age of the mothers was 28.0 years (IQR 26-31) and the median of the children was 5 months (IQR 4-12, in that last case, due to a skewed distribution, we used median instead mean). The results showed that more than half of the mothers (54.4%) had graduated from university and almost half of them (48%) had a low family income. Almost all mothers were infected by S. mutans (150/160, 93.8%). The rate of infection for the infants was 70.6% (113/160).

A cross-classification was performed for the mother-child dyad for the presence of infection (Table 2). It was found that children of infected mothers would not necessarily be infected and that children of non-infected mothers would also be non-infected, i.e. the off-diagonal counts were not very small (McNemar’s test p<0.0001). This result was validated by a very small kappa coefficient 0.04. However, in the group of infected mothers, the proportion of infected children was 71.3% (107/150), with a 95% CI (64.1%, 78.6%) (Test for proportion, Z=5.23, p< 0.0001). The proportions were not significantly different in the group of non-infected mothers.

Table 2. Mother-child dyads according to infection status.

Child P-value
Mother No Yes Totals <0.0001*
No 4 6 10
Yes 43 107 150
Totals 47 123 160

* McNemar’s test

When the level of infection of the mother/child dyad is considered, a cross-classification shows the same level of infection (class 1-102) present in 22 of the mother/child dyads. This shows that there is a very low correlation between the level of infection categories on the mother/child dyad (McNemar’s test, p< 0.0001; weighted kappa = 0.05).

We then performed an additional analysis and obtained the results from a proportional odds regression model, which was later used to investigate whether the level of infection of the mother would similarly affect the level of infection of their children, adjusting for other factors. The results showed that none of the risk factors influenced the child’s level of infection.

Discussion

The results of this study have shown that 70.6% of the young children were infected by S. mutans. Similar results were obtained in a study conducted by Damle et al. (2016) (25), 77.3% of young children were found to have S. mutans, up to 30% of the 3-month-old children were infected, whereas children who were 6 months old had an infection rate which increased to 60%. On the contrary, other studies have shown different results for S. mutans infection; in children 6-18 months old the infection rate was found to be 27%, 30% and 53% (26). S. mutans can be found at early ages: Milgrom et al. (27) found the prevalence to be 53% in 6 to 12-month-old children, although Karn et al. found the prevalence in 15-month-olds was 60% (28).

The high level of S. mutans infection was also found to be present in mothers who were included in the study. The result of 93.8% of infected mothers with bacteria shows a very high rate of infection. Li et al. (2000) also reported a high level of infection of 87.5% among mothers (29), whereas in a pilot study (n=10) S. mutans was found in all mothers (23).

One of the study objectives was to report on S. mutans infection in infants taking into consideration the level of maternal infection. The results illustrate a true dose-response between the high maternal S. mutans infection rate, 103–105 organisms per milliliter of saliva, and the subsequent child S. mutans colonization rate (63.7%), whereas in low maternal S. mutans infection, 0-102 organisms per milliliter of saliva, only 36.2% of children had a S. mutans infection. From the literature review, no studies were found which investigated the mutual S. mutans levels of infection in mother and child at such a young age. A previous comparable study by Berkowitz et al. (1981) in children who were 10-16 months old found that the frequency of infant infection was approximately nine times greater when maternal salivary levels exceeded 105 organisms per ml (30).

When only the qualitative presence or absence of mother-child infection was taken into consideration, it was found that in the group of infected mothers the proportion of infected children was 71.3% (107/150). This showed that not all infants of infected mothers would also be infected and also not all infants of non-infected mothers would also be non-infected. When the intensity quantitative level of mutual S. mutans infection is considered, from reported associated frequencies (Table 2) or categories (Table 3), a significant linear correlation construction was not found between both distributions. Previous studies on older children (31, 32) confirmed a quantitative correlation. In general, S. mutans infections in children either by primary sources (33) or time expression (14, 33) have been reported as very varied. This may explain why no symmetric S. mutans distribution was found. Also, other studies have depicted that S. mutans is readily acquired from nonmaternal sources in certain populations (34).

Table 3 S. mutans child infection associated to mothers one.

Mother
S.mutans
levels
Child s. mutans levels in CFU/ml of saliva Total
0 102 103-4 10≥5
0 4 1 4 1 10 (6.2%)
102 14 22 8 4 48 (30.0%)
103-4 18 20 12 4 54 (33.7%)
10≥5 11 23 5 9 48 (30.0%)
Total 47(29.4%) 66(41.2) 29(18.1%) 18(12.1%) 160

Another objective of the study was to assess S. mutans infection between the mother and her infant in detail and to evaluate the potential risk factors that may impact on this. It is documented that S. mutans from either the mother or caregiver is the main source for early child acquisition (32). The most potential ECC and S. mutans transmission risk factors are partially documented from previous studies: maternal socio-demographic and economic status, oral hygiene practices (35), maternal clinical observations and caries experiences (16, 35) child dietary behaviors (18, 20, 36, 37) teeth eruptive timing, breast-feeding duration (29) child enamel defect and low birth weights (36, 37) and child sex (36). Therefore distinctive or complementized factors of previous studies based on our review were selected considering notably the age of participants. The factors studied were from maternal demographic, behavior, knowledge and clinical observation collections and child illness episodes. The starting point was first exposure to tooth brushing and tooth presence.

The limitation of our study was a relatively small sample size. The high costs of laboratory analysis and tests were unaffordable; hence we could not include a greater number of participants in the study.

Conclusion

None of the factors analyzed influenced the impact of maternal infection on their child’s S. mutans outcome. Regarding the evaluation of potential factors, a proportional regressive model was used to document whether the maternal S. mutans levels of infection would similarly change their child’s degree of infection, thus adjusting for other risk factors that were collected.

Footnotes

Funding

This study was not funded from any grant. All expenses were covered by the authors, but this did not have a role in the design of the study.

Conflict of Interests
The authors declare that they have no competing interests related to this paper.

References

  • 1.Chandak S, Bhardwaj A, Pimpale J, Chandwani M. Comparative evaluation of the efficacy of fluoride varnish and casein phosphopeptide–Amorphous calcium phosphate in reducing Streptococcus mutans counts in dental plaque of children: An in vivo study. J Int Soc Prev Community Dent. 2016. September-October;6(5):423–9. 10.4103/2231-0762.192936 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Ximena ACB, Andrés SM, Sandra GO. Differences in Caries Status and Risk Factors among Privileged and Unprivileged Children in Colombia. Acta Stomatol Croat. 2018. December;52(4):330–9. 10.15644/asc52/4/7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Schroth RJ, Star L. Prevalence and risk factors of caregiver reported severe early childhood caries in Manitoba First Nations children: results from the RHS Phase 2 (2008–2010). Int J Circumpolar Health. 2013;72:1–10. 10.3402/ijch.v72i0.21167 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.American Academy of Pediatric Dentistry. Policy on early childhood caries (ECC): Classifications, consequences, and preventive strategies. The Reference Manual of Pediatric Dentistry. Chicago: American Academy of Pediatric Dentistry, 2020:79-81. [Google Scholar]
  • 5.Corrêa-Faria P, Freire CM, de Abreu G, Bönecker M, Costa LR. Impact of untreated dental caries severity on the quality of life of preschool children and their families: a cross- sectional study. Qual Life Res. 2018. December;27(12):3191–8. 10.1007/s11136-018-1966-5 [DOI] [PubMed] [Google Scholar]
  • 6.Subramaniam P, Revathy S. Streptococcus Mutans Strains in Mother-Child Pairs of Children with Early Childhood Caries. J Clin Pediatr Dent. 2019;43(4):252–6. 10.17796/1053-4625-43.4.5 [DOI] [PubMed] [Google Scholar]
  • 7.Agnello M, Cen L, Mittermuller B, Huang A, Chaichanasakul Tran N, Shi WHX, et al. Microbiome Associated with Severe Caries in Canadian First Nations Children. J Dent Res. 2017. November;96(12):1378–85. 10.1177/0022034517718819 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Li Y. TA. Effect of Antimicrobial Interventions on the Oral Microbiota Associated with Early Childhood Caries. Pediatr Dent. 2015. May-June;37(3):226–44. [PMC free article] [PubMed] [Google Scholar]
  • 9.Finlayson TL, Ramos-Gomez FJ. Prenatal Maternal Factors, Intergenerational Transmission of Disease, and Child Oral Health Outcomes. Dent Clin North Am. 2017. July;61(3):483–518. 10.1016/j.cden.2017.02.001 [DOI] [PubMed] [Google Scholar]
  • 10.Priyadarshini HR, Fernandes B. Association between maternal - child levels of salivary Mutans Streptococci and early childhood caries. Dent Res J (Isfahan). 2013. November;10(6):728–31. [PMC free article] [PubMed] [Google Scholar]
  • 11.Laitala M, Isokangas P, Söderling E, Pienihäkkinen K. A cohort study on the association of early mutans streptococci colonisation and dental decay. Caries Res. 2012;46(3):228–33. 10.1159/000337303 [DOI] [PubMed] [Google Scholar]
  • 12.Ghazal TS, Childers NK, Carter KD, Caplan DJ, Warren JJ, Cavanaugh JE, et al. Mutans Streptococci and Dental Caries: A New Statistical Modeling Approach. Caries Res. 2018;52(3):246–52. 10.1159/000486103 [DOI] [PubMed] [Google Scholar]
  • 13.Edelstein BL, Smaldone A. Very High Salivary Streptococcus Mutans Predicts Caries Progression in Young Children. Pediatr Dent. 2016;38(4):325–30. [PubMed] [Google Scholar]
  • 14.Kishi M, Kishi K, Ohara-Nemoto Y. Relationship of quantitative salivary levels of Streptococcus mutans and S. sobrinus in mothers to caries status and colonization of mutans streptococci in plaque in their 2.5-year-old children. Community Dent Oral Epidemiol. 2009. June;37(3):241–9. 10.1111/j.1600-0528.2009.00472.x [DOI] [PubMed] [Google Scholar]
  • 15.Plonka KA, Barnett AG, Walsh LJ, Holcombe TH, Seow WK. Mutans streptococci and lactobacilli colonization in predentate children from the neonatal period to seven months of age. Caries Res. 2012;46(3):213–20. 10.1159/000337353 [DOI] [PubMed] [Google Scholar]
  • 16.Law V, Townsend G. Factors influencing oral colonization of mutans streptococci in young children. Aust Dent J. 2007. June;52(2):93–100, quiz 159. 10.1111/j.1834-7819.2007.tb00471.x [DOI] [PubMed] [Google Scholar]
  • 17.Köhler B. Intrafamilial levels of Streptococcus mutans and some aspects of the bacterial transmission. Scand J Dent Res. 1978. January;86(1):35–42. 10.1111/j.1600-0722.1978.tb00605.x [DOI] [PubMed] [Google Scholar]
  • 18.Brown JP, Junner C, Liew V. A study of Streptococcus mutans levels in both infants with bottle caries and their mothers. Aust Dent J. 1985. April;30(2):96–8. 10.1111/j.1834-7819.1985.tb05350.x [DOI] [PubMed] [Google Scholar]
  • 19.Aaltonen AS, Tenovuo J. Association between mother-infant salivary contacts and caries resistance in children: a cohort study. Pediatr Dent. 1994. March-April;16(2):110–6. [PubMed] [Google Scholar]
  • 20.Thorild I, Lindau-Jonson B, Twetman S. Prevalence of salivary streptococcus mutans in mothers and in their preschool children. Int J Paediatr Dent. 2002. January;12(1):2–7. [PubMed] [Google Scholar]
  • 21.Cheon K, Wiener HW, Whiddon J, Momeni SS, Ruby JD, Cutter GR, et al. Characteristics of Streptococcus mutans genotypes and dental caries in children. Eur J Oral Sci. 2013. June;121(3 Pt 1):148–55. 10.1111/eos.12044 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Latifi-Xhemajli B, Veronnéau J, Begzati A, Bytyci A, Kutlovci T, Rexhepi A. Association between salivary level of intection with Streptococcus mutans/Lactobacilli and caries-risk factors in mothers. Eur J Paediatr Dent. 2016. March;17(1):70–4. [PubMed] [Google Scholar]
  • 23.Jensen B. A new method for the estimation of mutans streptococci in human saliva. J Dent Res. 1989. March;68(3):468–71. 10.1177/00220345890680030601 [DOI] [PubMed] [Google Scholar]
  • 24.Stokes M, Koch G. Categorical Data Analysis Using the SAS System, ed. r.e. Cary. 2012, NC: SAS Institute Inc. [Google Scholar]
  • 25.Damle SG, Garg S, Dhindsa A, Beniwal V, Loomba A, Chatterjee S. Transmission of mutans streptococci in mother-child pairs. Indian J Med Res. 2016. August;144(2):264–70. 10.4103/0971-5916.195042 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Douglass JM, Tinanoff N. Association of Mutans Streptococci Between Caregivers and Their Children. Pediatr Dent. 2008. September-October;30(5):375–87. [PubMed] [Google Scholar]
  • 27.Milgrom P, Weinsten P, Tanner ACR, Manibusan L, Bruss J. Dental caries and its relationship to bacterial infection, hypoplasia, diet, and oral hygiene in 6-to 36-month-old children. Community Dent Oral Epidemiol. 2000. August;28(4):295–306. 10.1034/j.1600-0528.2000.280408.x [DOI] [PubMed] [Google Scholar]
  • 28.Karn TA, O’Sullivan DM. Colonization of Mutans Streptoccocci in 8-to 15-month-old Children. J Public Health Dent. 1998. Summer;58(3):248–9. 10.1111/j.1752-7325.1998.tb03001.x [DOI] [PubMed] [Google Scholar]
  • 29.Li Y, Wang W, Caufield PW. The Fidelity of Mutans Streptococci Transmission and Caries Status Correlate with Breast-Feeding Experience among Chinese Families. Caries Res. 2000. March-April;34(2):123–32. 10.1159/000016579 [DOI] [PubMed] [Google Scholar]
  • 30.Berkowitz RJ, Turner J, Green P. Maternal salivary levels of Strep Mutans and primary oral infection of infants. Arch Oral Biol. 1981;26(2):147–9. 10.1016/0003-9969(81)90086-8 [DOI] [PubMed] [Google Scholar]
  • 31.Pannu P, Tewari A, Gauba K, Sujlana A, Gambhir RS. Correlation between mutans streptococci counts of parents and their children residing in Chandigarh, India. J Clin Exp Dent. 2014. July 1;6(3):e250–4. 10.4317/jced.51372 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Lapirattanakul J, Nomura R, Hamada S, Nakagawa I, Ooshima T. Demonstration of mother-to-child transmission of Streptococuss mutans using multilocus sequence typing. Caries Res. 2008;42(6):466–74. 10.1159/000170588 [DOI] [PubMed] [Google Scholar]
  • 33.Avasare T, Qian F, Marshall T, Weber-Gasparoni K, Drake D. Longitudinal Study Assessing Factors Associated with Mutans Streptococci Acquisition in Infants and Toddlers. Oral Health Prev Dent. 2017;15(6):543–8. [DOI] [PubMed] [Google Scholar]
  • 34.de Soet JJ, Buijs JF, van Loveren C, de Graaff J, Prahl-Andersen B. Transmission of mutans streptococci between mothers and children with cleft lip and/or palate. Cleft Palate Craniofac J. 1998. September;35(5):460–4. 10.1597/1545-1569_1998_035_0460_tomsbm_2.3.co_2 [DOI] [PubMed] [Google Scholar]
  • 35.Wan AKL, Purdie DM, Bird PS, Walsh LJ, Tudehope DI. Oral colonization of streptococcus mutans in six-month-old predentate infants. J Dent Res. 2001. December;80(12):2060–5. 10.1177/00220345010800120701 [DOI] [PubMed] [Google Scholar]
  • 36.Kizilci E, Ozalp N, Ayca DY. Vertical and Horizontal Transmission of Streptococcus Mutans and Effective Factors: An In Vivo Study. J Adv Oral Res. 2020;2(11):172–9. [Google Scholar]
  • 37.Zhou Y, Zhi QH, Tao Y, Qiu RM, Lin HC. Factors associated with colonization of Streptococcus mutans in 8- to 32-month-old children: a cohort study. Aust Dent J. 2013. December;58(4):507–13. 10.1111/adj.12113 [DOI] [PubMed] [Google Scholar]

Articles from Acta Stomatologica Croatica are provided here courtesy of University of Zagreb: School of Dental Medicine

RESOURCES