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©The Author(s) 2023. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Diabetes. Dec 15, 2023; 14(12): 1793-1802
Published online Dec 15, 2023. doi: 10.4239/wjd.v14.i12.1793
Published online Dec 15, 2023. doi: 10.4239/wjd.v14.i12.1793
Establishment of models to predict factors influencing periodontitis in patients with type 2 diabetes mellitus
Hong-Miao Xu, Department of Stomatology, The First People’s Hospital of Wenling, Taizhou 317500, Zhejiang Province, China
Xuan-Jiang Shen, Jia Liu, Department of Stomatology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou 318000, Zhejiang Province, China
Author contributions: Xu HM designed the study and collected the data; Shen XJ analyzed the data; Liu J provided administrative support; and all authors have approved the manuscript.
Institutional review board statement: The study was reviewed and approved by the First People’s Hospital of Wenling (approval No. KY-2023-2035-01).
Informed consent statement: Informed consent was waived due to the retrospective nature of this study.
Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article.
Data sharing statement: The datasets used in this study can be obtained from the corresponding author upon reasonable request.
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Jia Liu, MM, Attending Doctor, Department of Stomatology, Taizhou Central Hospital (Taizhou University Hospital), No. 999 Donghai Avenue, Jiaojiang District, Taizhou 318000, Zhejiang Province, China. liujia_861217@163.com
Received: August 8, 2023
Peer-review started: August 8, 2023
First decision: September 29, 2023
Revised: October 20, 2023
Accepted: November 27, 2023
Article in press: November 27, 2023
Published online: December 15, 2023
Processing time: 128 Days and 7.1 Hours
Peer-review started: August 8, 2023
First decision: September 29, 2023
Revised: October 20, 2023
Accepted: November 27, 2023
Article in press: November 27, 2023
Published online: December 15, 2023
Processing time: 128 Days and 7.1 Hours
Core Tip
Core Tip: With the rapid increase in the number of patients with type 2 diabetes mellitus (T2DM), the number of cases complicated by periodontitis has also increased. Without timely intervention, periodontitis can lead to tooth loosening and loss, and a decline in oral function, reducing patient quality of life. We retrospectively analyzed the data of 300 patients with T2DM to determine the factors influencing periodontitis. Random forest and logistic regression models were constructed to provide a theoretical basis for predicting periodontitis in patients with T2DM.