Cargando…

Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country

The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/...

Descripción completa

Detalles Bibliográficos
Autores principales: López-Gómez, Sandra Aremy, González-López, Blanca Silvia, Scougall-Vilchis, Rogelio José, Márquez-Corona, María de Lourdes, Minaya-Sánchez, Mirna, Navarrete-Hernández, José de Jesús, de la Rosa-Santillana, Rubén, Acuña-González, Gladys Remigia, Pontigo-Loyola, América Patricia, Villalobos-Rodelo, Juan José, Medina-Solís, Carlo Eduardo, Maupomé, Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819279/
https://www.ncbi.nlm.nih.gov/pubmed/36612540
http://dx.doi.org/10.3390/ijerph20010218
_version_ 1784865188655136768
author López-Gómez, Sandra Aremy
González-López, Blanca Silvia
Scougall-Vilchis, Rogelio José
Márquez-Corona, María de Lourdes
Minaya-Sánchez, Mirna
Navarrete-Hernández, José de Jesús
de la Rosa-Santillana, Rubén
Acuña-González, Gladys Remigia
Pontigo-Loyola, América Patricia
Villalobos-Rodelo, Juan José
Medina-Solís, Carlo Eduardo
Maupomé, Gerardo
author_facet López-Gómez, Sandra Aremy
González-López, Blanca Silvia
Scougall-Vilchis, Rogelio José
Márquez-Corona, María de Lourdes
Minaya-Sánchez, Mirna
Navarrete-Hernández, José de Jesús
de la Rosa-Santillana, Rubén
Acuña-González, Gladys Remigia
Pontigo-Loyola, América Patricia
Villalobos-Rodelo, Juan José
Medina-Solís, Carlo Eduardo
Maupomé, Gerardo
author_sort López-Gómez, Sandra Aremy
collection PubMed
description The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/dental records of adults who sought care at the triage/intake dental clinics of a public university. The dependent variable was self-report of a previous diagnosis of T2DM made by a physician. Several socio-demographic and socioeconomic covariates were included, as well as others related to oral and general health. A multivariate binary logistic regression model was generated. We subsequently calculated well-known statistical measures employed to evaluate discrimination (classification) using an (adjusted) multivariate logistic regression model (goodness-of-fit test). The average age of patients was 42.5 ± 16.1 years old and the majority were female (64.1%). The prevalence of T2DM was 10.7% (95%CI = 9.7–11.8). In the final multivariate model, the variables associated (p < 0.05) with the presence of T2DM were older age (40 to 59 years old, OR = 2.00; 60 to 95 years old, OR = 2.78), having any type of health insurance (OR = 2.33), having high blood pressure (OR = 1.70), being obese (OR = 1.41), and having a functional dentition (OR = 0.68). Although the global fit of the model and the calibration tests were adequate, the sensitivity (0.0%) and positive predictive (0.0%) values were not. The specificity (100%) and negative predictive (89.3%) values, as well as the correctly classified (89.3%) value, were adequate. The area under the ROC curve, close to 0.70, was modest. In conclusion, a prevalence of T2DM of 10.7% in this sample of Mexican adults seeking dental care was similar to national figures. Clinical (blood pressure, BMI and functional dentition), demographic (age), and socioeconomic (health insurance) variables were found to be associated with T2DM. The dental setting could be appropriate for implementing preventive actions focused on identifying and helping to reduce the burden of T2DM in the population.
format Online
Article
Text
id pubmed-9819279
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98192792023-01-07 Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country López-Gómez, Sandra Aremy González-López, Blanca Silvia Scougall-Vilchis, Rogelio José Márquez-Corona, María de Lourdes Minaya-Sánchez, Mirna Navarrete-Hernández, José de Jesús de la Rosa-Santillana, Rubén Acuña-González, Gladys Remigia Pontigo-Loyola, América Patricia Villalobos-Rodelo, Juan José Medina-Solís, Carlo Eduardo Maupomé, Gerardo Int J Environ Res Public Health Article The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/dental records of adults who sought care at the triage/intake dental clinics of a public university. The dependent variable was self-report of a previous diagnosis of T2DM made by a physician. Several socio-demographic and socioeconomic covariates were included, as well as others related to oral and general health. A multivariate binary logistic regression model was generated. We subsequently calculated well-known statistical measures employed to evaluate discrimination (classification) using an (adjusted) multivariate logistic regression model (goodness-of-fit test). The average age of patients was 42.5 ± 16.1 years old and the majority were female (64.1%). The prevalence of T2DM was 10.7% (95%CI = 9.7–11.8). In the final multivariate model, the variables associated (p < 0.05) with the presence of T2DM were older age (40 to 59 years old, OR = 2.00; 60 to 95 years old, OR = 2.78), having any type of health insurance (OR = 2.33), having high blood pressure (OR = 1.70), being obese (OR = 1.41), and having a functional dentition (OR = 0.68). Although the global fit of the model and the calibration tests were adequate, the sensitivity (0.0%) and positive predictive (0.0%) values were not. The specificity (100%) and negative predictive (89.3%) values, as well as the correctly classified (89.3%) value, were adequate. The area under the ROC curve, close to 0.70, was modest. In conclusion, a prevalence of T2DM of 10.7% in this sample of Mexican adults seeking dental care was similar to national figures. Clinical (blood pressure, BMI and functional dentition), demographic (age), and socioeconomic (health insurance) variables were found to be associated with T2DM. The dental setting could be appropriate for implementing preventive actions focused on identifying and helping to reduce the burden of T2DM in the population. MDPI 2022-12-23 /pmc/articles/PMC9819279/ /pubmed/36612540 http://dx.doi.org/10.3390/ijerph20010218 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
López-Gómez, Sandra Aremy
González-López, Blanca Silvia
Scougall-Vilchis, Rogelio José
Márquez-Corona, María de Lourdes
Minaya-Sánchez, Mirna
Navarrete-Hernández, José de Jesús
de la Rosa-Santillana, Rubén
Acuña-González, Gladys Remigia
Pontigo-Loyola, América Patricia
Villalobos-Rodelo, Juan José
Medina-Solís, Carlo Eduardo
Maupomé, Gerardo
Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title_full Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title_fullStr Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title_full_unstemmed Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title_short Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
title_sort factors associated with self-report of type 2 diabetes mellitus in adults seeking dental care in a developing country
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819279/
https://www.ncbi.nlm.nih.gov/pubmed/36612540
http://dx.doi.org/10.3390/ijerph20010218
work_keys_str_mv AT lopezgomezsandraaremy factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT gonzalezlopezblancasilvia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT scougallvilchisrogeliojose factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT marquezcoronamariadelourdes factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT minayasanchezmirna factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT navarretehernandezjosedejesus factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT delarosasantillanaruben factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT acunagonzalezgladysremigia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT pontigoloyolaamericapatricia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT villalobosrodelojuanjose factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT medinasoliscarloeduardo factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry
AT maupomegerardo factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry