TY - JOUR
T1 - Clustering Analysis of Partial Tooth Loss Patterns and Their Association With Cardiovascular Health Using a Japanese Claims Database
AU - Miyano, Takashi
AU - Kusama, Taro
AU - Hoshi-Harada, Manami
AU - Osaka, Ken
AU - Takeuchi, Kenji
N1 - Publisher Copyright:
© 2025 The Author(s).
PY - 2026/2
Y1 - 2026/2
N2 - Objective Cardiovascular health (CVH), defined by the American Heart Association, aims to reduce cardiovascular disease (CVD) deaths and improve overall health. Poor oral health, including tooth loss, is increasingly linked to higher CVD risk. However, the effects of specific partial tooth loss patterns on CVH remain unclear. This study aimed to identify clinically relevant tooth loss patterns and evaluate their association with CVH in a large Japanese population. Design Retrospective cohort study. Setting and Participants Health insurance claims data were obtained from the JMDC database between 2016 and 2019. The study included 215,750 adults aged 40–75 years who had at least 20 remaining teeth and underwent both dental and general health examinations. Methods CVH scores were calculated based on 4 behavioral metrics [smoking status, body mass index (BMI), physical activity, and dietary habits] and 3 biological metrics (blood pressure, fasting glucose, and total cholesterol), following American Heart Association guidelines. K-median clustering was applied to identify patterns of partial tooth loss. Associations between tooth loss patterns and CVH scores were analyzed using fixed-effects models, including sex-stratified analyses. Results Six distinct partial tooth loss patterns were identified, including maxillary and mandibular molar loss, unilateral molar loss, and minor anterior tooth loss. Compared with individuals with all 28 teeth, those with partial tooth loss exhibited significantly lower CVH scores. The greatest reduction was observed in the maxillary molar loss group (β = −0.28; 95% CI, 0.34 to −0.22). Sex-stratified analyses showed that the associations were stronger in women than in men. Partial tooth loss was more strongly associated with behavioral metrics, particularly BMI and dietary habits, than with biological metrics. Conclusions and Implications Specific partial tooth loss patterns, especially molar loss, were associated with poorer CVH scores. These findings underscore the importance of preserving molar occlusion and integrating dental and cardiovascular prevention.
AB - Objective Cardiovascular health (CVH), defined by the American Heart Association, aims to reduce cardiovascular disease (CVD) deaths and improve overall health. Poor oral health, including tooth loss, is increasingly linked to higher CVD risk. However, the effects of specific partial tooth loss patterns on CVH remain unclear. This study aimed to identify clinically relevant tooth loss patterns and evaluate their association with CVH in a large Japanese population. Design Retrospective cohort study. Setting and Participants Health insurance claims data were obtained from the JMDC database between 2016 and 2019. The study included 215,750 adults aged 40–75 years who had at least 20 remaining teeth and underwent both dental and general health examinations. Methods CVH scores were calculated based on 4 behavioral metrics [smoking status, body mass index (BMI), physical activity, and dietary habits] and 3 biological metrics (blood pressure, fasting glucose, and total cholesterol), following American Heart Association guidelines. K-median clustering was applied to identify patterns of partial tooth loss. Associations between tooth loss patterns and CVH scores were analyzed using fixed-effects models, including sex-stratified analyses. Results Six distinct partial tooth loss patterns were identified, including maxillary and mandibular molar loss, unilateral molar loss, and minor anterior tooth loss. Compared with individuals with all 28 teeth, those with partial tooth loss exhibited significantly lower CVH scores. The greatest reduction was observed in the maxillary molar loss group (β = −0.28; 95% CI, 0.34 to −0.22). Sex-stratified analyses showed that the associations were stronger in women than in men. Partial tooth loss was more strongly associated with behavioral metrics, particularly BMI and dietary habits, than with biological metrics. Conclusions and Implications Specific partial tooth loss patterns, especially molar loss, were associated with poorer CVH scores. These findings underscore the importance of preserving molar occlusion and integrating dental and cardiovascular prevention.
KW - big data
KW - cardiovascular disease(s)
KW - deep learning/machine learning
KW - Oral hygiene
KW - risk factor(s)
UR - https://www.scopus.com/pages/publications/105026284359
U2 - 10.1016/j.jamda.2025.106046
DO - 10.1016/j.jamda.2025.106046
M3 - Article
C2 - 41435883
AN - SCOPUS:105026284359
SN - 1525-8610
VL - 27
JO - Journal of the American Medical Directors Association
JF - Journal of the American Medical Directors Association
IS - 2
M1 - 106046
ER -