Elevated antibody to D-alanyl lipoteichoic acid indicates caries experience associated with fluoride and gingival health
© Levine et al; licensee BioMed Central Ltd. 2002
Received: 12 October 2001
Accepted: 12 February 2002
Published: 12 February 2002
Acidogenic, acid-tolerant bacteria induce dental caries and require D-alanyl glycerol lipoteichoic acid (D-alanyl LTA) on their cell surface. Because fluoride inhibits acid-mediated enamel demineralization, an elevated antibody response to D-alanyl LTA may indicate subjects with more acidogenic bacteria and, therefore, an association of DMFT with fluoride exposure and gingival health not apparent in low responders.
Cluster analysis was used to identify low antibody content. Within low and high responders (control and test subjects), the number of teeth that were decayed missing and filled (DMFT), or decayed only (DT) were regressed against fluoride exposure in the water supply and from dentrifice use. The latter was determined from gingival health: prevalences of plaque (PL) and bleeding on probing (BOP), and mean pocket depth (PD). Age was measured as a possible confounding cofactor.
In 35 high responders, DMFT associated with length of exposure to fluoridated water (F score), PL and BOP (R2 = 0.51, p < 0.001), whereas in 67 low D-ala-IgG responders, DMFT associated with PL, age, and PD (R2 = 0.26, p < 0.001). BOP correlated strongly with number of 7 7 decayed teeth (DT) in 54 high responders (R2 = 0.57, p < 0.001), but poorly in 97 low responders (R2 = 0.12, p < 0.001). The strength of the PD association with DMFT, or of BOP with DT, in high responders significantly differed from that in low responders (p < 0.05).
Caries associates with gingival health and fluoridated water exposure in high D-alanyl LTA antibody responders.
Over the last 50 years, the widespread usage of fluoridated water and fluoridated dentrifices have been cited as major reasons for a decline in caries since the early 1970s , and for the appearance of a significant association between oral hygiene and caries experience [2–4]. An inverse relationship exists between salivary fluoride concentration and caries experience in the deciduous and permanent dentition , but fluoride concentration is excluded from most caries prediction models [6, 7]. Acids in bacterial plaques cause caries in pits, fissures and interdental regions of teeth, but they also enhance the inhibitory effect of fluoride on demineralization, confounding the ability to predict caries from the salivary fluoride concentration [8, 9].
The greater the consumption of dietary sucrose, the greater the fall in pH and fraction of acidogenic, acid tolerant bacteria in tooth adherent plaques [10, 11]. The number of these bacteria (mostly mutans streptococci and lactobacilli), and the fluoride content, discriminate between severe and mild caries in 12–15 year-old children [12, 13]. Acid-tolerant bacteria require D-alanyl glycerol lipoteichoic acid (D-alanyl LTA) in their membranes and cell surfaces . D-alanyl LTA is made by esterifying carboxyl-activated D-alanine to glycerol in membrane LTA by means of a D-alanyl-carrier enzyme, DCP . Strains of Streptococcus mutans in which DCP is inactive do not initiate growth at below pH 6.5 and make glycerol LTA without D-alanine . In the DCP active strains, soluble D-Alanyl LTA is extruded into culture fluid in vitro[16, 17] or plaque in vivo. The D-alanyl esters are stable at pH 6.0 at 37°C, but hydrolyze to free D-alanine and LTA with a half-life of 3.9 h at pH 8.0 . Healthy gingival sulci have a pH of 6.5 – 7.5 and inflamed sulci a pH of 7.5–8.5 .
About 30% of young adults have serum IgG antibodies that precipitate with D-alanyl LTA, but not with D-alanine-free LTA [17, 21]. It is likely that plaques induce these IgG antibodies from gingival sulci that contain more acid-tolerant bacteria. An elevated IgG antibody response to D-alanyl LTA may therefore indicate the subjects in whom an inhibitory effect of fluoride on caries is enhanced. The fluoride concentrations of plaque and saliva are related to whether the drinking water is fluoridated  and to oral hygiene, which nearly always involves using a fluoridated dentrifice. The aim of this study was therefore to determine whether elevated antibody responders to D-alanyl LTA show a association of DMFT with fluoride exposure and gingival health not apparent in low responders.
Antibody was obtained from blood from four sources: 1) 105 dental students, 2) 147 patients seeking dental treatment, 3) 145 volunteer blood donors (volunteers), and 4) 37 siblings aged 5 through 25 from six Amish families. The dental students and patients were attending the University of Oklahoma Health Sciences Center between 1985 and 1988. The volunteers and Amish family members were attending centers elsewhere in the US at the same time. All subjects consented to provide blood for antibody analysis according to local Institutional Review Board procedures (see Acknowledgements). The student, patient and volunteer populations (397 subjects) were used to determine what IgG concentration constituted an elevated antibody response to D-alanyl LTA, to ensure that these antibodies were not unique to dental or Oklahoma populations and to examine whether the antibody concentration was sex or age-associated. The Amish family siblings were selected to determine the frequency of high antibody concentration in children and young adults. Each sibling had at least one parent high responder to increase the likelihood of exposure to an antibody-associated oral microbiota from birth.
The clinical study participants consisted of 87 dental students (88.4% male) and 64 patients (31.3% male) who were medically healthy. All had 18 or more natural teeth and were aged >22 and <38 years. Of these participants, 67 dental students and 35 patients provided information that permitted an estimate of exposure to fluoridated water: residence(s) from birth through age 14 in the 1980 Fluoridation Census. Subjects not using the public water supply, or resident outside of the US for more than 18 months, were excluded. Exposure to water fluoridation scored 1 for each of five 3-year age cohorts: 0–2, 3–5, 6–8, 9–11 and 12–14 to give a fluoride exposure score (F Score) of 0 (no exposure) to 5 (complete exposure) described previously .
Most dental students had mild caries and gingivitis and most patients had moderate to severe caries and gingivitis. Exceptionally healthy or exceptionally diseased subjects were therefore increased compared to a similar number of subjects obtained as a random sample. This wide distribution of clinical measurements provided more stable estimates (narrower confidence intervals) of regression coefficients (β) than would be obtained from a similar number from a random survey of the general population. Regression lines are more robust when a greater range of measurements is used .
Dental caries experience was the number of Decayed, Missing and Filled Teeth (DMFT), excluding third molars and teeth reported missing for other reasons. Decayed teeth (DT) were also enumerated separately from missing and filled teeth (MFT). DT indicates a combination of delay in seeking therapy and faster development of new cavities. Fluoridated dentrifice use is related to oral hygiene but not toothbrushing frequency in adults aged as in the present clinical study  and young enough to have likely used fluoridated dentrifices from early childhood. Sensitive staining for plaque accumulation  was therefore used with measures of gingivitis and pocket depth at the mesio-buccal, buccal, disto-lingual and lingual surfaces of the six teeth employed for the simplified oral hygiene index , substituting adjacent teeth as necessary (24 sites sampled).
Gingivitis was determined by whether a site bled within 30 sec of gentle probing, BOP [26, 27] and pocket depth by measuring the distance (mm) from the free gingival margin to the base of the sulcus or pocket. Finally, each subject was asked to suck an erythrosin tablet for 30 sec and the sites examined for stained plaque . For each subject, the mean prevalences of plaque (PL) and bleeding on probing (BOP), and the mean pocket depth (PD), were calculated across all sampled sites. The clinical measurements were made by two experienced clinicians who were calibrated for this study. The clinicians agreed strongly with respect to all measurements (correlation coefficients, r > 0.85; p < 0.001) except gingival bleeding index, for which a weaker correlation was noted (r = 0.60, p < 0.001). The data reported are the mean measurements from the clinical examiners.
D-alanyl LTA, but not D-alanine-free LTA, is present in culture filtrates of Streptococcus mutans GS5 . Bacteria were grown at 37°C in trypticase soy broth to late stationary phase (96 h), when the maximal amount of antigen is extruded into the culture fluid . After centrifugation to remove the bacteria, culture fluid (10 1) was concentrated 20-fold over a YM10 Diaflo Membrane filter (Amicon Corp., Beverley, MA). D-Alanyl LTA in the concentrate was detected by immunoelectrophoresis, using a standard human serum identified previously . D-Alanine-free LTA does not react with this serum IgG [17, 18, 21]. The D-alanyl LTA was purified by passing the concentrated culture fluid over a 90 × 2.5 cm Sephacryl column in 0.4 M NaCl buffered with 0.05 M sodium acetate pH 5. Antigen in the fractions was collected. After equilibrating with 5 mM sodium acetate buffer pH 5.0, it bound to a short Sephacryl S-200 and eluted by adding 14 mM NaCl as described previously .
Measuring antibody content and determining high and low responders
IgG antibody content was measured by enzyme-immunoassay employing a Fast Assay Screening Test System at room temperature . Pegs protruding from a lid were placed over a 96-well plate or trough containing 14 ml of 10 μg/ml D-alanyl LTA in acetate buffer pH 5 for 2 h (Becton Dickinson, Lincoln Park, NJ). The pegs were blocked with 14 ml of phosphate buffered saline (PBS) pH 7.0 in 1.0% Tween-20 and immersed in wells containing 0.1 ml serum. After overnight incubation, excess IgG antibody from the serum was washed away by thrice transferring the pegs to troughs containing 14 ml of PBS containing 0.05 % Tween 20 (PBS-Tween) for 5 min each time. The pegs were then immersed for 2 h in a trough containing 14 ml of anti-human IgG F(ab'2) fragment conjugated to alkaline phosphatase in PBS-Tween and developed with nitrophenyl phosphate (Sigma Chemical Co. St Louis, MO).
The amount of IgG antibody to D-alanyl LTA varies with no obvious cutoff (Fig. 2). However, the sera containing precipitating antibody should tend to have high IgG antibody contents. The IgG antibody measurements were alternatively divided into clusters, using the unweighted pair group method with arithmetic averages  and NT-SYS, a package of multivariate statistical computer programs . A low response supremum was obtained by taking the antilog of the mean IgG content of the non-precipitating sera plus one standard deviation, or the antilog of the highest IgG content of the cluster grouping containing the least antibody.
Age decile cohorts for determining changes in fraction of high antibody responders
aNumber in Cohort
A multiple linear regression procedure was utilized to examine the relationship of caries (DMFT) with age, F score, and measures of gingival health obtained in this study: PL, BOP, and PD. The regression on DMFT was used: 1) to estimate the partial regression coefficients (β coefficients) within the high and low antibody response group; 2) to test each β coefficient for significance after accounting for the effects of the other four variables; and 3) to examine for significant differences in β coefficients between the antibody response groups. A β coefficient is interpreted as the change in disease response (DMFT) per unit change in one of the independent variables after adjusting for all the other independent variables in the model. Within each antibody response group, the multiple regression coefficient (R2) provided an estimate of the proportion of variance in DMFT explained by the combination of variables tested. Stepwise regression then identified the best estimate of the variance in DMFT that was explained by multiple variables in the separate and combined high and low responder groups. These multiple regression analyses were repeated using gingivitis (BOP) as the dependent variable and OHPI, PD, DT and MFT and age as independent variables. All of the clinically examined subjects were included because F score was not an independent variable for BOP.
To ensure that obtained relationships were robust, influential points (outliers) were identified using a statistic (DFFITS) which measured the change in coefficients caused by removing the data for each subject. If this change exceeded 2√(p/n), where p was the number of independent variables and n the number of samples , the point was influential. Repeating the regressions with all the influential points removed determined the degree to which these points had affected the results.
Definition of high antibody response
IgG antibodies were initially detected in sera irrespective of whether D-alanyl LTA was immunoprecipitated. Excluding the Amish family group, there were 288 subjects whose sera failed to immunoprecipitate antigen (detected by immunoelectrophoresis). The mean IgG antibody concentration (log ng/ml) was 3.19 (0.64 standard deviation, s.d.) compared with 4.25 (0.57 s.d.) for 109 subjects whose sera did precipitate antigen ('t' test p <10-6). High responders therefore had a log antibody content (ng/ml) that exceeded the mean plus standard deviation of non-precipitating serum (log ng IgG /ml >3.83). However, low IgG concentrations formed a cluster whose supremum (log ng IgG antibody/ml) was 3.861, which corresponds to 7.26 μg/ml (left side of Fig. 2). Subjects were therefore classified as low responders if their log IgG antibody content exceeded 3.86 rather than 3.83. The odds ratio for a serum from a high antibody responder immunoprecipitating D-alanyl LTA was 14 times greater than for a low responder.
High antibody response, age and gender
Age of siblings from 6 families with at least one high responder parent
bMean age (s.d)c
Fraction of high antibody responders in or not in the clinical study.
% high responders
Dental students in clinical studya
Patients in clinical studya
Same-age subjects not in clinical study
Other subjects not in clinical studyc
Association of DMFT with gingival health and fluoride in high and low responders
Changes in the equality of the partial β coefficients for association of tested variables withcaries severity in high and/or low respondersa.
High responders bn = 35
Low responders n = 67
Difference (Hi – Low)
Stepwise regression confirmed the similar associations of DMFT with plaque prevalence in both high and low IgG antibody responders, but significant associations with only F score and BOP prevalence in high responders and with only PD and age in low responders. In high responders, DMFT increased as plaque and BOP prevalences increased and fell as fluoride exposure increased. The equation obtained was: DMFT = 4.60 + 0.28 PL + 0.39BOP - 0.88FScore (R2 = 0.51, F statistic = 10.75, p < 0.0001). By contrast, in low responders, DMFT increased with plaque prevalence, pocket depth and age. The equation was: DMFT = -13.37 + 4.58 PD + 0.27 Age + 0.30 PL (R2 = 0.26, F statistic = 7.41, p < 0.0003). Within each equation, the constant and the respective β coefficients were significant (p < 0.05), except for the β coefficient of age in low responders (p = 0.062). High responders receiving fluoridated drinking water for all 14 years of childhood (F score = 5), had a significantly lower DMFT than those never receiving fluoridated water (F score = O): DMFT = 7.50 ± 4.52 (s.d.) vs 11.60 ± 4.06 (s.d.); 't' test p < 0.04. This was not true of low responders in whom the difference between F score 5 and F score 0 was not significant (DMFT = 9.33 ± 5.72 vs 12.07 ± 5.85; 't' test p = 0.14).
When antibody was ignored in stepwise regression (control), DMFT increased with age, PL and BOP, and decreased with F score: DMFT = -2.11 + 0.17 Age + 0.25 PL + 0.27 BOP - 0.39 FScore (R2 = 0.29, F statistic = 6.62, p < 0.0001). PL and BOP were individually significant. F Score and age were borderline, p = 0.09 and 0.14 respectively, and PD was not significant, being entirely replaced with age. Despite the subjects increasing to 102 (from 35 or 67) the strength of association was similar to that of low responders only.
Association of DT with gingivitis in high and low responders
Changes in the equality of the partial β coefficients for association of tested variables withgingivitis (BOP) in high and/or low responders.
High responders n = 54
Low responders n = 97
Difference (Hi – Low)
Influential points (outliers), whose presence might have affected the strength and significance of these complex regression analyses, were identified in five low responders and two high responders. When these subjects were omitted, the respective regression coefficients or their significance were little changed, indicating that the different, partial, linear regression coefficients in high or low responders were not artifacts of influential or outlying points.
This study has demonstrated that IgG antibodies to D-alanyl LTA are widespread in US adults. The fraction of high responders was essentially constant from early adulthood through middle age, but reduced in children (<15 years) and old age (>55 years). Within the adults (ages 15–55 years) a change from low to high response or vice versa was found unlikely from repeated measurements over 2–6 months. A similar lack of change in this IgG antibody concentration was reported 2–3 months after an additional 26 similarly aged patients had received oral hygiene therapy in another study . Finally, the family studies established that a high antibody response was probably induced during the mid-teenage years. In order to apply the results of this study to children and young teenagers, longitudinal studies of the antibody response in relation to age and the clinical measurements in this study may need to be undertaken.
Despite few investigations of caries risk in 22–38 year old subjects compared with a younger or older group , the association of DMFT with PL in this study agrees with that obtained from 35 year old Norwegians . Plaque (simplified oral hygiene index measurement) accounted for 15% of the variance in number of decayed/filled teeth surfaces in that study, and for 19% of the DMFT variance within all 151 clinically examined subjects in this study (ignoring age, antibody and all other variables). Other studies have shown that the amount of fluoride applied from dentrifices is measured better from oral hygiene or plaque accumulation, as in this study, and not from the reported frequency of dentrifice use [2, 3]. Finally, because subjects aged more than 38 are unlikely to have used fluoridated toothpastes until later in life, they were omitted to avoid confounding the results.
The rationale behind this study was that acidic plaque environments increase the amount of D-alanyl LTA and promote its immunogenicity. Accordingly, caries-protection by fluoride in the water supply and dentrifices was strong in high IgG antibody responders, accounting for just over 50% of the variance in DMFT. In addition, gingivitis (BOP prevalence) associated strongly and significantly with the number of decayed (untreated) teeth, suggesting that preventing gingivitis increased fluoride exposure from dentrifices and reduced the number of decayed teeth. Increased exposure to fluoridated water, and dentrifices associated with good gingival health, may result in fluoride inhibiting enamel remineralization at the acidic plaque pH likely present in high responders.
In low responders, the fewer antibodies to D-alanyl LTA suggest less colonization by acid-tolerant bacteria and a weaker cariogenic attack. DMFT associated with age, as reported for other subjects whose sera did not precipitate D-alanyl LTA , and also with pocket depth. An increase in pocket depth is caused by periodontopathic bacteria that associate with an alkaline environment in the sulci over many years  and a microbiota that is neither acidic nor acid-tolerant . The coefficient of DMFT association with PD in low responders therefore differed significantly from high responders within whom F score and gingival health were stronger covariates.
An increased mutans streptococcal challenge accompanying low plaque pH (high antibody response to D-alanyl LTA) allows much of the variation in caries experience to be controlled by water fluoridation and by the use of fluoridated dentrifices associated with maintaining oral health. High IgG antibody responders are therefore better protected from caries in an optimally fluoridated environment. The concept that fluoride protects better from caries in a low pH environment  was recently used to explain why there is a poor association between caries experience and pH fall after a 10% sucrose rinse . In low responders, increased fluoride exposure from dentriflce use to maintain oral health, or from water fluoridation, associate relatively poorly with caries experience. Although this study has indicated that the IgG antibodies to D-alanyl LTA do not become elevated until after age 17, when much caries may have already developed, they may be elevated to a lower level in children who eventually become high responders. The D-alanyl LTA antibody response is not detectable in saliva (unpublished studies), but it can be measured from only a thumb-prick of blood. Longitudinal studies of the D-alanyl LTA response in children could improve current efforts to predict caries susceptibility by relating it to fluoride or the fluoride ion product for fluoroapatite in saliva and the pH change after a sucrose rinse [5, 12, 13, 33].
This investigation was largely supported by USPHS Research Grant 1R01 DE-06740 from the National Institute of Dental Research, National Institutes of Health, Bethesda. We sincerely thank Dr. W. Bias, Immunogenetics Laboratory, Johns Hopkins University, Baltimore and Dr. F. Bach, Immunobiology Research Center, University of Minnesota Medical School, Minneapolis for donations of human serum from their patients; E. Carter and D. LeFlore for technical assistance; S. Pitts, J. Chowning and Dr. A. Cucchiara, Computing Center, University of Oklahoma Health Sciences Center, for computing assistance; Drs. R. Reynolds, M. Martin and L. Coggins Dept. of Oral Diagnosis for clinical assistance.
- Marthaler TM, O.Mullane DM, Vibric C, Moller DM: Symposium report. The prevalence of dental caries in Europe 1990–1995. Caries Res. 1996, 30: 237-255.View ArticlePubMedGoogle Scholar
- Bellini HT, Arneberg P, von der Fehr FR: Oral hygiene and caries, a review. Acta Odontol Scand. 1981, 39: 257-265.View ArticlePubMedGoogle Scholar
- Bjertness E: The importance of oral hygiene on variation in dental caries in adults. Acta Odontol Scand. 1991, 49: 97-102.View ArticlePubMedGoogle Scholar
- Ogaard B, Seppa L, Rolla G: Relationship between oral hygiene and approximal caries in 15-year-old Norwegians. Caries Res. 1994, 28: 297-300.View ArticlePubMedGoogle Scholar
- Toumba KJ, Curzon MEJ: Fluoride concentrations in saliva related to dental caries prevalence in primary teeth. Eur J Paed Dent. 2001, 2: 15-19.Google Scholar
- Disney JA, Stamm JW, Graves RC, Abernathy JR, Bohannan HM, Zack DD: Description and preliminary results of a caries risk assessment model. In: Risk assessment in dentistry. Edited by: Bader JD. 1990, Chapel Hill, N.C, University of North Carolina Dental Ecology, 204-214.Google Scholar
- Powell LV: Caries prediction: a review of the literature. Comm Dent Oral Epidemiol. 1998, 26: 361-371.View ArticleGoogle Scholar
- Margolis HC, Moreno EC: Composition and cariogenic potential of dental plaque fluid. Crit Rev Oral Biol Med. 1994, 5: 1-25.PubMedGoogle Scholar
- Jenkins GN: Review of fluoride research since 1959. Archs Oral Biol. 1999, 44: 985-992. 10.1016/S0003-9969(99)00110-7.View ArticleGoogle Scholar
- Marsh PD: Host defenses and microbial homeostasis: role of microbial interactions. Dent Res. 1989, 68: 1567-1575.Google Scholar
- Sansone C, Van Houte J, Joshipura K, Kent R, Margolis HC: The association of mutans streptococci and non-mutans streptococci capable of acidogenesis at a low pH with dental caries on enamel and root surfaces. Dent Res. 1993, 72: 508-516.View ArticleGoogle Scholar
- Eisenberg AD, Mundorff SA, Featherstone JD, Leverett DH, Adair SM, Billings RJ, Proskin HM: Associations of microbiological factors and plaque index with caries prevalence and water fluoridation status. Oral Microbiol Immunol. 1991, 6: 139-145.View ArticlePubMedGoogle Scholar
- Leverett DH, Proskin HM, Featherstone JD, Adair SM, Eisenberg AD, Mundorff SA, Shrestha CP, Shields CL, Shaffer CL, Billings RJ: Caries risk assessment in a longitudinal discrimination study. J Dent Res. 1993, 72: 538-543.View ArticlePubMedGoogle Scholar
- Boyd DA, Cvitkovitch DG, Bleiweis A, Kiriukhin MY, Debabov DV, Neuhaus FC, Hamilton IR: Defects in D-alanyl-lipoteichoic acid synthesis in Streptococcus mutans results in acid sensitivity. J Bacteriol. 2000, 182: 6055-6065. 10.1128/JB.182.21.6055-6065.2000.View ArticlePubMedPubMed CentralGoogle Scholar
- Clemans DL, Kolenbrander PE, Bebrabov DV, Zhang Q, Lunsford RD, Sakone H, Whittaker CJ, Heaton M, Neuhaus FC: Insertional inactivation of genes responsible for the D-alanylation of lipoteichoic acid in Streptococcus gordonii DL1 (challis) affects intrageneric coaggregations. Infect Immun. 1999, 67: 2464-2474.PubMedPubMed CentralGoogle Scholar
- Levine M: Naturally occurring human serum precipitins specific for D-alanyl esters of glycerol teichoic acid. Mol Immunol. 1982, 19: 133-142. 10.1016/0161-5890(82)90255-3.View ArticlePubMedGoogle Scholar
- Levine M, Movafagh BF: D-Alanyl substituted glycerol lipoteichoic acid in culture fluids of Streptococcus mutans GS-5 and BHT. Infect Immun. 1984, 46: 870-872.PubMedPubMed CentralGoogle Scholar
- Levine M, Bush CM: Human serum precipitins to human dental plaque and oral bacteria. Archs Oral Biol. 1981, 26: 117-122. 10.1016/0003-9969(81)90080-7.View ArticleGoogle Scholar
- Childs WC, Neuhaus FC: Biosynthesis of D-alanyl-lipoteichoic acid: characterization of ester-linked D-alanine in the in vitro-synthesized product. J Bacteriol. 1980, 143: 293-301.PubMedPubMed CentralGoogle Scholar
- Bickel M, Munoz JL, Giovannini P: Acid-base properties of human gingival crevicular fluid. J Dent Res. 1985, 64: 1218-1220.View ArticlePubMedGoogle Scholar
- Levine M, Brumley RL, Burks TS: Defined antibody responses in humans: a preliminary quantitation. In: Advances in gene technology: molecular biology of the immune system. Edited by: Streilein JW, Ahmad F, Black S, Blomberg B, Voellmy R. 1985, Cambridge, UK, ICSU Press, 227-228.Google Scholar
- Levine M, Parker DE, Stober JA: Human serum precipitins to oral bacteria related to dental caries. Archs Oral Biol. 1984, 29: 191-194. 10.1016/0003-9969(84)90053-0.View ArticleGoogle Scholar
- Dunn OJ, Clark VA: Applied statistics: analysis of variance and regression. New York, John Wiley & Sons. 1974Google Scholar
- Podshadley AG, Haley JV: A method for evaluating oral hygiene performance. Pub Health Rep. 1968, 83: 259-264.View ArticleGoogle Scholar
- Stallard RD, Volpe AR, Orban JE, King WJ: The effect of an anti-microbial mouth rinse on dental plaque, calculus and gingivitis. J Periodontol. 1969, 40: 683-694.View ArticlePubMedGoogle Scholar
- Ainamo J, Bay I: Problems and proposals for recording gingivitis and plaque. Int Dent. 1975, 25: 229-235.Google Scholar
- Ciancio SG: Current status of indices of gingivitis. J Clin Periodontol. 1986, 13: 375-378.View ArticlePubMedGoogle Scholar
- Levine M, Brumley RL: Fast ELISA for measuring serum antibody responses. J Immunol Meth. 1989, 119: 211-215. 10.1016/0022-1759(89)90398-0.View ArticleGoogle Scholar
- Sneath PHA, Sokal RR: Numerical taxonomy. San Francisco, CA, W. H. Freeman Co. 1973Google Scholar
- Rohlf FJ, Kishpaugh J, Kirk D: Numerical Taxonomy Systems of Multivariate Statistical Programs. Stonybrook, NY, SUNY Press. 1979Google Scholar
- Belsley DA, Kuh E, Welsch RE: Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. New York, J. Wiley and Sons. 1980Google Scholar
- Levine M, Ronda-Lapolla S, Owen WL, Socransky SS: Antibody-based diagnostic for 'refractory' periodontitis. J Clin Periodontol. 2002, 29:Google Scholar
- Dong YM, Pearce EI, Yoe L, Larsen MJ, Gao XJ, Wang JD: Plaque pH and associated parameters in relation to caries. Caries Res. 1999, 33: 428-36. 10.1159/000016547.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1472-6831/2/2/prepub
This article is published under license to BioMed Central Ltd. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original URL.