Mathematical Modeling of Obstetric Variables: Influence of COVID-19, Periodontal Disease and Dental Care During Pregnancy

<b>Background:</b> Systemic inflammatory factors may be altered by periodontitis and/or COVID-19, potentially increasing the risk of adverse pregnancy outcomes, a relationship that remains unclear. <b>Objective:</b> This study aimed to identify associations between periodontitis and COVID-19 during pregnancy, evaluating the influence of dental care on obstetric variables through set theory and probability. <b>Methods:</b> A quantitative, cross-sectional, and correlational study was conducted in two phases. The first phase analyzed 156 medical records from 5 institutions, including gynecological and periodontal data; the second phase examined 104 records from a single institution selected for data completeness (2020-2021). Descriptive statistics, bivariate analysis, chi-square tests, and odds ratios were applied. Set operations (union, intersection) and relative probabilities were calculated using R and Excel. Sets represented dental care, dental disease, COVID-19 diagnosis, gestational age, neonatal weight, and complications. <b>Results:</b> In Phase 1, 37% of pregnant women were COVID-19-positive, 44% vaccinated, 51.9% underwent cesarean section, and 5.12% had periodontitis. In Phase 2, 76 pregnant women did not receive dental care, while 28 did; among them, 6 were COVID-19-positive. Mean neonatal weight ranged from 2336 g (dental care) to 2271 g (no dental care). COVID-19-positive pregnant women showed fewer complications and a higher proportion of normal-weight neonates. Gingivitis was the most frequent periodontal condition (75%). No statistically significant differences were observed between the analyzed sets. Conclusions: no direct relationship was found between periodontitis and neonatal weight in COVID-19-positive cases. Dental care did not influence maternal-fetal outcomes. The methodology provides an innovative framework for clinical analysis through mathematical abstraction.

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Journal
Biomedicines
Published
2025-11-28
DOI
https://doi.org/10.3390/biomedicines13122919
Primary Topic
Oral microbiology and periodontitis research
Type
article
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article

Mathematical Modeling of Obstetric Variables: Influence of COVID-19, Periodontal Disease and Dental Care During Pregnancy

Nelly S. Roa, Catalina Correa, Juliana Velosa Porras, Javier Mauricio Mora Méndez et al.
Biomedicines
Oral microbiology and periodontitis research
article

Mathematical Modeling of Obstetric Variables: Influence of COVID-19, Periodontal Disease and Dental Care During Pregnancy

Nelly S. Roa, Catalina Correa, Juliana Velosa Porras, Javier Mauricio Mora Méndez, Francina María Escobar Arregocés, Signed Prieto, Jessian Louis Munoz, Jairo Javier Jattin Balcázar, Olga L. Ospina, Katherine Reyes, Catalina Latorre Uriza, Pablo Fernández Rojas, Leonardo Bonilla Cortés, Laura C Ortiz
article en

Abstract

<b>Background:</b> Systemic inflammatory factors may be altered by periodontitis and/or COVID-19, potentially increasing the risk of adverse pregnancy outcomes, a relationship that remains unclear. <b>Objective:</b> This study aimed to identify associations between periodontitis and COVID-19 during pregnancy, evaluating the influence of dental care on obstetric variables through set theory and probability. <b>Methods:</b> A quantitative, cross-sectional, and correlational study was conducted in two phases. The first phase analyzed 156 medical records from 5 institutions, including gynecological and periodontal data; the second phase examined 104 records from a single institution selected for data completeness (2020-2021). Descriptive statistics, bivariate analysis, chi-square tests, and odds ratios were applied. Set operations (union, intersection) and relative probabilities were calculated using R and Excel. Sets represented dental care, dental disease, COVID-19 diagnosis, gestational age, neonatal weight, and complications. <b>Results:</b> In Phase 1, 37% of pregnant women were COVID-19-positive, 44% vaccinated, 51.9% underwent cesarean section, and 5.12% had periodontitis. In Phase 2, 76 pregnant women did not receive dental care, while 28 did; among them, 6 were COVID-19-positive. Mean neonatal weight ranged from 2336 g (dental care) to 2271 g (no dental care). COVID-19-positive pregnant women showed fewer complications and a higher proportion of normal-weight neonates. Gingivitis was the most frequent periodontal condition (75%). No statistically significant differences were observed between the analyzed sets. Conclusions: no direct relationship was found between periodontitis and neonatal weight in COVID-19-positive cases. Dental care did not influence maternal-fetal outcomes. The methodology provides an innovative framework for clinical analysis through mathematical abstraction.

BiomedicinesVol. 13(12)
Rafael Advanced Defense Systems (Israel) (IL), Pontificia Universidad Javeriana (CO), National Indigenous Organization of Colombia (CO), Federación Colombiana de Obstetricia y Ginecología (CO), Secretaría de Salud de Bogotá (CO)
Openalex Percentile: Top 57%
Oral microbiology and periodontitis research
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