Caries Risk Assessment by a Cross-sectional Discrimination Model

Although the prevalence of dental caries is continuing to decline, it still affects a majority of the US population and can be a serious problem for those afflicted. The objective of this project was to develop and perfect a model for assessment of risk of dental caries onset in children. In the fir...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of dental research 1993-02, Vol.72 (2), p.529-537
Hauptverfasser: Leverett, D.H., Featherstone, J.D.B., Proskin, H.M., Adair, S.M., Eisenberg, A.D., Mundorff-Shrestha, S.A., Shields, C.P., Shaffer, C.L., Billings, R.J.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 537
container_issue 2
container_start_page 529
container_title Journal of dental research
container_volume 72
creator Leverett, D.H.
Featherstone, J.D.B.
Proskin, H.M.
Adair, S.M.
Eisenberg, A.D.
Mundorff-Shrestha, S.A.
Shields, C.P.
Shaffer, C.L.
Billings, R.J.
description Although the prevalence of dental caries is continuing to decline, it still affects a majority of the US population and can be a serious problem for those afflicted. The objective of this project was to develop and perfect a model for assessment of risk of dental caries onset in children. In the first study, reported herein, a set of clinical, microbiological, biochemical, and socio-demographic variables was identified that distinguished, with an acceptable level of sensitivity and specificity, between children who had no previous caries experience and children who had high caries levels. A total of 313 children-age 12-15 years, 140 from a fluoridated community and 173 from a fluoride-deficient community-was selected on the basis of previous caries experience, either zero DMFS or high DMFS (> 6 in the fluoridated or ≥ 8 in the fluoride-deficient community). Clinical exams for DMFS, dental fluorosis, and plaque were conducted. Stimulated whole saliva was collected for analysis of mutans streptococci, lactobacilli, total viable flora, and fluoride concentration. A questionnaire was used for collection of demographic data as well as information on prior fluoride exposure, dietary habits, and oral hygiene practices. By means of discriminant analyses, with use of seven key clinical and laboratory variables, it was possible for zero-DMFS subjects to e classified correctly (specificity) in 77.6% of cases in the fluoridated community and in 86.1% of cases in the fluoride-deficient community. High-caries subjects were classified as such (sensitivity) in 79.3% and 88.1% of cases, respectively.
doi_str_mv 10.1177/00220345930720021001
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_75555785</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_00220345930720021001</sage_id><sourcerecordid>75555785</sourcerecordid><originalsourceid>FETCH-LOGICAL-c410t-bba056b6c1a082f3f7d448437e925f826d20788c8dd7b3ae8c52306cbb91fa183</originalsourceid><addsrcrecordid>eNp9kMtOwzAQRS0EKqXwByB5xS7gZ-zsqFJeUhESgnVkOw5KyaN4kkX_HketWCFmM5qZM1dXF6FLSm4oVeqWEMYIFzLjRLE4UELoEZpTKURCZEaP0XxCkok5RWcAmwhkTPMZmmnBOJN0ju5yE2oP-K2GL7wE8ACt7wZsd9jgPPQACXg31H1nGryqwYW6rTszLfBLX_rmHJ1UpgF_cegL9PFw_54_JevXx-d8uU6coGRIrDVEpjZ11BDNKl6pUggtuPIZk5VmacmI0trpslSWG6-dZJykztqMVoZqvkDXe91t6L9HD0PRRje-aUzn-xEKJWMpLSMo9qCb3AdfFdvo2YRdQUkxBVf8FVx8uzroj7b15e_TIal4p_s7mE9fbPoxxETgf80fgIp07g</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>75555785</pqid></control><display><type>article</type><title>Caries Risk Assessment by a Cross-sectional Discrimination Model</title><source>MEDLINE</source><source>SAGE Journals</source><creator>Leverett, D.H. ; Featherstone, J.D.B. ; Proskin, H.M. ; Adair, S.M. ; Eisenberg, A.D. ; Mundorff-Shrestha, S.A. ; Shields, C.P. ; Shaffer, C.L. ; Billings, R.J.</creator><creatorcontrib>Leverett, D.H. ; Featherstone, J.D.B. ; Proskin, H.M. ; Adair, S.M. ; Eisenberg, A.D. ; Mundorff-Shrestha, S.A. ; Shields, C.P. ; Shaffer, C.L. ; Billings, R.J.</creatorcontrib><description>Although the prevalence of dental caries is continuing to decline, it still affects a majority of the US population and can be a serious problem for those afflicted. The objective of this project was to develop and perfect a model for assessment of risk of dental caries onset in children. In the first study, reported herein, a set of clinical, microbiological, biochemical, and socio-demographic variables was identified that distinguished, with an acceptable level of sensitivity and specificity, between children who had no previous caries experience and children who had high caries levels. A total of 313 children-age 12-15 years, 140 from a fluoridated community and 173 from a fluoride-deficient community-was selected on the basis of previous caries experience, either zero DMFS or high DMFS (&gt; 6 in the fluoridated or ≥ 8 in the fluoride-deficient community). Clinical exams for DMFS, dental fluorosis, and plaque were conducted. Stimulated whole saliva was collected for analysis of mutans streptococci, lactobacilli, total viable flora, and fluoride concentration. A questionnaire was used for collection of demographic data as well as information on prior fluoride exposure, dietary habits, and oral hygiene practices. By means of discriminant analyses, with use of seven key clinical and laboratory variables, it was possible for zero-DMFS subjects to e classified correctly (specificity) in 77.6% of cases in the fluoridated community and in 86.1% of cases in the fluoride-deficient community. High-caries subjects were classified as such (sensitivity) in 79.3% and 88.1% of cases, respectively.</description><identifier>ISSN: 0022-0345</identifier><identifier>EISSN: 1544-0591</identifier><identifier>DOI: 10.1177/00220345930720021001</identifier><identifier>PMID: 8423251</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Adolescent ; Analysis of Variance ; Bottle Feeding - statistics &amp; numerical data ; Chi-Square Distribution ; Child ; Cross-Sectional Studies ; Dental Caries - epidemiology ; Dental Caries Susceptibility ; Dental Plaque Index ; Dentistry ; Discriminant Analysis ; DMF Index ; Feasibility Studies ; Female ; Fluoridation ; Fluorides - analysis ; Fluorides - therapeutic use ; Fluorosis, Dental - epidemiology ; Forecasting ; Humans ; Lactobacillus - isolation &amp; purification ; Male ; Models, Statistical ; New Hampshire - epidemiology ; New York - epidemiology ; Predictive Value of Tests ; Research Design ; Risk Factors ; Saliva - chemistry ; Saliva - microbiology ; Sensitivity and Specificity ; Streptococcus mutans - isolation &amp; purification ; Surveys and Questionnaires</subject><ispartof>Journal of dental research, 1993-02, Vol.72 (2), p.529-537</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c410t-bba056b6c1a082f3f7d448437e925f826d20788c8dd7b3ae8c52306cbb91fa183</citedby><cites>FETCH-LOGICAL-c410t-bba056b6c1a082f3f7d448437e925f826d20788c8dd7b3ae8c52306cbb91fa183</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/00220345930720021001$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/00220345930720021001$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,776,780,21798,27901,27902,43597,43598</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/8423251$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Leverett, D.H.</creatorcontrib><creatorcontrib>Featherstone, J.D.B.</creatorcontrib><creatorcontrib>Proskin, H.M.</creatorcontrib><creatorcontrib>Adair, S.M.</creatorcontrib><creatorcontrib>Eisenberg, A.D.</creatorcontrib><creatorcontrib>Mundorff-Shrestha, S.A.</creatorcontrib><creatorcontrib>Shields, C.P.</creatorcontrib><creatorcontrib>Shaffer, C.L.</creatorcontrib><creatorcontrib>Billings, R.J.</creatorcontrib><title>Caries Risk Assessment by a Cross-sectional Discrimination Model</title><title>Journal of dental research</title><addtitle>J Dent Res</addtitle><description>Although the prevalence of dental caries is continuing to decline, it still affects a majority of the US population and can be a serious problem for those afflicted. The objective of this project was to develop and perfect a model for assessment of risk of dental caries onset in children. In the first study, reported herein, a set of clinical, microbiological, biochemical, and socio-demographic variables was identified that distinguished, with an acceptable level of sensitivity and specificity, between children who had no previous caries experience and children who had high caries levels. A total of 313 children-age 12-15 years, 140 from a fluoridated community and 173 from a fluoride-deficient community-was selected on the basis of previous caries experience, either zero DMFS or high DMFS (&gt; 6 in the fluoridated or ≥ 8 in the fluoride-deficient community). Clinical exams for DMFS, dental fluorosis, and plaque were conducted. Stimulated whole saliva was collected for analysis of mutans streptococci, lactobacilli, total viable flora, and fluoride concentration. A questionnaire was used for collection of demographic data as well as information on prior fluoride exposure, dietary habits, and oral hygiene practices. By means of discriminant analyses, with use of seven key clinical and laboratory variables, it was possible for zero-DMFS subjects to e classified correctly (specificity) in 77.6% of cases in the fluoridated community and in 86.1% of cases in the fluoride-deficient community. High-caries subjects were classified as such (sensitivity) in 79.3% and 88.1% of cases, respectively.</description><subject>Adolescent</subject><subject>Analysis of Variance</subject><subject>Bottle Feeding - statistics &amp; numerical data</subject><subject>Chi-Square Distribution</subject><subject>Child</subject><subject>Cross-Sectional Studies</subject><subject>Dental Caries - epidemiology</subject><subject>Dental Caries Susceptibility</subject><subject>Dental Plaque Index</subject><subject>Dentistry</subject><subject>Discriminant Analysis</subject><subject>DMF Index</subject><subject>Feasibility Studies</subject><subject>Female</subject><subject>Fluoridation</subject><subject>Fluorides - analysis</subject><subject>Fluorides - therapeutic use</subject><subject>Fluorosis, Dental - epidemiology</subject><subject>Forecasting</subject><subject>Humans</subject><subject>Lactobacillus - isolation &amp; purification</subject><subject>Male</subject><subject>Models, Statistical</subject><subject>New Hampshire - epidemiology</subject><subject>New York - epidemiology</subject><subject>Predictive Value of Tests</subject><subject>Research Design</subject><subject>Risk Factors</subject><subject>Saliva - chemistry</subject><subject>Saliva - microbiology</subject><subject>Sensitivity and Specificity</subject><subject>Streptococcus mutans - isolation &amp; purification</subject><subject>Surveys and Questionnaires</subject><issn>0022-0345</issn><issn>1544-0591</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1993</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMtOwzAQRS0EKqXwByB5xS7gZ-zsqFJeUhESgnVkOw5KyaN4kkX_HketWCFmM5qZM1dXF6FLSm4oVeqWEMYIFzLjRLE4UELoEZpTKURCZEaP0XxCkok5RWcAmwhkTPMZmmnBOJN0ju5yE2oP-K2GL7wE8ACt7wZsd9jgPPQACXg31H1nGryqwYW6rTszLfBLX_rmHJ1UpgF_cegL9PFw_54_JevXx-d8uU6coGRIrDVEpjZ11BDNKl6pUggtuPIZk5VmacmI0trpslSWG6-dZJykztqMVoZqvkDXe91t6L9HD0PRRje-aUzn-xEKJWMpLSMo9qCb3AdfFdvo2YRdQUkxBVf8FVx8uzroj7b15e_TIal4p_s7mE9fbPoxxETgf80fgIp07g</recordid><startdate>19930201</startdate><enddate>19930201</enddate><creator>Leverett, D.H.</creator><creator>Featherstone, J.D.B.</creator><creator>Proskin, H.M.</creator><creator>Adair, S.M.</creator><creator>Eisenberg, A.D.</creator><creator>Mundorff-Shrestha, S.A.</creator><creator>Shields, C.P.</creator><creator>Shaffer, C.L.</creator><creator>Billings, R.J.</creator><general>SAGE Publications</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>19930201</creationdate><title>Caries Risk Assessment by a Cross-sectional Discrimination Model</title><author>Leverett, D.H. ; Featherstone, J.D.B. ; Proskin, H.M. ; Adair, S.M. ; Eisenberg, A.D. ; Mundorff-Shrestha, S.A. ; Shields, C.P. ; Shaffer, C.L. ; Billings, R.J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c410t-bba056b6c1a082f3f7d448437e925f826d20788c8dd7b3ae8c52306cbb91fa183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1993</creationdate><topic>Adolescent</topic><topic>Analysis of Variance</topic><topic>Bottle Feeding - statistics &amp; numerical data</topic><topic>Chi-Square Distribution</topic><topic>Child</topic><topic>Cross-Sectional Studies</topic><topic>Dental Caries - epidemiology</topic><topic>Dental Caries Susceptibility</topic><topic>Dental Plaque Index</topic><topic>Dentistry</topic><topic>Discriminant Analysis</topic><topic>DMF Index</topic><topic>Feasibility Studies</topic><topic>Female</topic><topic>Fluoridation</topic><topic>Fluorides - analysis</topic><topic>Fluorides - therapeutic use</topic><topic>Fluorosis, Dental - epidemiology</topic><topic>Forecasting</topic><topic>Humans</topic><topic>Lactobacillus - isolation &amp; purification</topic><topic>Male</topic><topic>Models, Statistical</topic><topic>New Hampshire - epidemiology</topic><topic>New York - epidemiology</topic><topic>Predictive Value of Tests</topic><topic>Research Design</topic><topic>Risk Factors</topic><topic>Saliva - chemistry</topic><topic>Saliva - microbiology</topic><topic>Sensitivity and Specificity</topic><topic>Streptococcus mutans - isolation &amp; purification</topic><topic>Surveys and Questionnaires</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Leverett, D.H.</creatorcontrib><creatorcontrib>Featherstone, J.D.B.</creatorcontrib><creatorcontrib>Proskin, H.M.</creatorcontrib><creatorcontrib>Adair, S.M.</creatorcontrib><creatorcontrib>Eisenberg, A.D.</creatorcontrib><creatorcontrib>Mundorff-Shrestha, S.A.</creatorcontrib><creatorcontrib>Shields, C.P.</creatorcontrib><creatorcontrib>Shaffer, C.L.</creatorcontrib><creatorcontrib>Billings, R.J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of dental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Leverett, D.H.</au><au>Featherstone, J.D.B.</au><au>Proskin, H.M.</au><au>Adair, S.M.</au><au>Eisenberg, A.D.</au><au>Mundorff-Shrestha, S.A.</au><au>Shields, C.P.</au><au>Shaffer, C.L.</au><au>Billings, R.J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Caries Risk Assessment by a Cross-sectional Discrimination Model</atitle><jtitle>Journal of dental research</jtitle><addtitle>J Dent Res</addtitle><date>1993-02-01</date><risdate>1993</risdate><volume>72</volume><issue>2</issue><spage>529</spage><epage>537</epage><pages>529-537</pages><issn>0022-0345</issn><eissn>1544-0591</eissn><abstract>Although the prevalence of dental caries is continuing to decline, it still affects a majority of the US population and can be a serious problem for those afflicted. The objective of this project was to develop and perfect a model for assessment of risk of dental caries onset in children. In the first study, reported herein, a set of clinical, microbiological, biochemical, and socio-demographic variables was identified that distinguished, with an acceptable level of sensitivity and specificity, between children who had no previous caries experience and children who had high caries levels. A total of 313 children-age 12-15 years, 140 from a fluoridated community and 173 from a fluoride-deficient community-was selected on the basis of previous caries experience, either zero DMFS or high DMFS (&gt; 6 in the fluoridated or ≥ 8 in the fluoride-deficient community). Clinical exams for DMFS, dental fluorosis, and plaque were conducted. Stimulated whole saliva was collected for analysis of mutans streptococci, lactobacilli, total viable flora, and fluoride concentration. A questionnaire was used for collection of demographic data as well as information on prior fluoride exposure, dietary habits, and oral hygiene practices. By means of discriminant analyses, with use of seven key clinical and laboratory variables, it was possible for zero-DMFS subjects to e classified correctly (specificity) in 77.6% of cases in the fluoridated community and in 86.1% of cases in the fluoride-deficient community. High-caries subjects were classified as such (sensitivity) in 79.3% and 88.1% of cases, respectively.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>8423251</pmid><doi>10.1177/00220345930720021001</doi><tpages>9</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0022-0345
ispartof Journal of dental research, 1993-02, Vol.72 (2), p.529-537
issn 0022-0345
1544-0591
language eng
recordid cdi_proquest_miscellaneous_75555785
source MEDLINE; SAGE Journals
subjects Adolescent
Analysis of Variance
Bottle Feeding - statistics & numerical data
Chi-Square Distribution
Child
Cross-Sectional Studies
Dental Caries - epidemiology
Dental Caries Susceptibility
Dental Plaque Index
Dentistry
Discriminant Analysis
DMF Index
Feasibility Studies
Female
Fluoridation
Fluorides - analysis
Fluorides - therapeutic use
Fluorosis, Dental - epidemiology
Forecasting
Humans
Lactobacillus - isolation & purification
Male
Models, Statistical
New Hampshire - epidemiology
New York - epidemiology
Predictive Value of Tests
Research Design
Risk Factors
Saliva - chemistry
Saliva - microbiology
Sensitivity and Specificity
Streptococcus mutans - isolation & purification
Surveys and Questionnaires
title Caries Risk Assessment by a Cross-sectional Discrimination Model
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-12T06%3A24%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Caries%20Risk%20Assessment%20by%20a%20Cross-sectional%20Discrimination%20Model&rft.jtitle=Journal%20of%20dental%20research&rft.au=Leverett,%20D.H.&rft.date=1993-02-01&rft.volume=72&rft.issue=2&rft.spage=529&rft.epage=537&rft.pages=529-537&rft.issn=0022-0345&rft.eissn=1544-0591&rft_id=info:doi/10.1177/00220345930720021001&rft_dat=%3Cproquest_cross%3E75555785%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=75555785&rft_id=info:pmid/8423251&rft_sage_id=10.1177_00220345930720021001&rfr_iscdi=true