Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence
Xujie Xi,* Zhaoli Fu,* Tianwen Liu,* Yanfeng Lin, Wenbin Wu, Jianmin Li, Ming Luo, Beiping Zhang Department of Spleen and Stomach Diseases, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, People’s Republic of China*Th...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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Dove Medical Press
2021-11-01
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| Series: | Risk Management and Healthcare Policy |
| Subjects: | |
| Online Access: | https://www.dovepress.com/establishment-and-verification-of-scoring-system-for-colorectal-adenom-peer-reviewed-fulltext-article-RMHP |
| _version_ | 1819015352050253824 |
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| author | Xi X Fu Z Liu T Lin Y Wu W Li J Luo M Zhang B |
| author_facet | Xi X Fu Z Liu T Lin Y Wu W Li J Luo M Zhang B |
| author_sort | Xi X |
| collection | DOAJ |
| description | Xujie Xi,* Zhaoli Fu,* Tianwen Liu,* Yanfeng Lin, Wenbin Wu, Jianmin Li, Ming Luo, Beiping Zhang Department of Spleen and Stomach Diseases, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Beiping ZhangDepartment of Spleen and Stomach Diseases, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, No. 111 Dade Road, Yuexiu District, Guangzhou, 510120, Guangdong Province, People’s Republic of ChinaTel +86-13602762766Email beipingzhang@21cn.comObjective: The purpose of this study was to establish and verify a risk-scoring system for colorectal adenoma recurrence.Methods: A total of 359 patients with colorectal adenoma who underwent polypectomy from October 2017 to December 2018 were included in this retrospective study. Information including taking traditional Chinese medicine, demographic characteristics, adenoma characteristics were collected. The patients will review the colonoscopy one year after surgery. The patients were divided into a modeling cohort (216 cases) and a model validation cohort (143 cases) according to the ratio of 6:4. Modeling and model verification were performed by logistic regression, ROC curve, nomogram (calibration chart) and other methods.Results: After adjusting for confounding factors by logistic regression, it was found that taking Chinese medicine, the number, size, site, pathological type and morphology of adenoma were independent influencing factors for the recurrence of colorectal adenoma. The area under the ROC curve (AUC) in the model validation cohort of established risk scoring system was 0.771 (95% CI: 0.694– 0.847), indicating that there was good consistency.Conclusion: The established risk prediction model of colorectal adenoma recurrence and its risk scoring system performed well and had high predictive value.Keywords: colorectal adenoma, recurrence, prediction model, risk scoring system |
| first_indexed | 2024-12-21T02:30:22Z |
| format | Article |
| id | doaj.art-c6a5ff0afede432bb9fbff011afda51d |
| institution | Directory Open Access Journal |
| issn | 1179-1594 |
| language | English |
| last_indexed | 2024-12-21T02:30:22Z |
| publishDate | 2021-11-01 |
| publisher | Dove Medical Press |
| record_format | Article |
| series | Risk Management and Healthcare Policy |
| spelling | doaj.art-c6a5ff0afede432bb9fbff011afda51d2022-12-21T19:18:57ZengDove Medical PressRisk Management and Healthcare Policy1179-15942021-11-01Volume 144545455270399Establishment and Verification of Scoring System for Colorectal Adenoma RecurrenceXi XFu ZLiu TLin YWu WLi JLuo MZhang BXujie Xi,* Zhaoli Fu,* Tianwen Liu,* Yanfeng Lin, Wenbin Wu, Jianmin Li, Ming Luo, Beiping Zhang Department of Spleen and Stomach Diseases, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Beiping ZhangDepartment of Spleen and Stomach Diseases, The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, No. 111 Dade Road, Yuexiu District, Guangzhou, 510120, Guangdong Province, People’s Republic of ChinaTel +86-13602762766Email beipingzhang@21cn.comObjective: The purpose of this study was to establish and verify a risk-scoring system for colorectal adenoma recurrence.Methods: A total of 359 patients with colorectal adenoma who underwent polypectomy from October 2017 to December 2018 were included in this retrospective study. Information including taking traditional Chinese medicine, demographic characteristics, adenoma characteristics were collected. The patients will review the colonoscopy one year after surgery. The patients were divided into a modeling cohort (216 cases) and a model validation cohort (143 cases) according to the ratio of 6:4. Modeling and model verification were performed by logistic regression, ROC curve, nomogram (calibration chart) and other methods.Results: After adjusting for confounding factors by logistic regression, it was found that taking Chinese medicine, the number, size, site, pathological type and morphology of adenoma were independent influencing factors for the recurrence of colorectal adenoma. The area under the ROC curve (AUC) in the model validation cohort of established risk scoring system was 0.771 (95% CI: 0.694– 0.847), indicating that there was good consistency.Conclusion: The established risk prediction model of colorectal adenoma recurrence and its risk scoring system performed well and had high predictive value.Keywords: colorectal adenoma, recurrence, prediction model, risk scoring systemhttps://www.dovepress.com/establishment-and-verification-of-scoring-system-for-colorectal-adenom-peer-reviewed-fulltext-article-RMHPcolorectal adenomarecurrenceprediction modelrisk scoring system |
| spellingShingle | Xi X Fu Z Liu T Lin Y Wu W Li J Luo M Zhang B Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence Risk Management and Healthcare Policy colorectal adenoma recurrence prediction model risk scoring system |
| title | Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence |
| title_full | Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence |
| title_fullStr | Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence |
| title_full_unstemmed | Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence |
| title_short | Establishment and Verification of Scoring System for Colorectal Adenoma Recurrence |
| title_sort | establishment and verification of scoring system for colorectal adenoma recurrence |
| topic | colorectal adenoma recurrence prediction model risk scoring system |
| url | https://www.dovepress.com/establishment-and-verification-of-scoring-system-for-colorectal-adenom-peer-reviewed-fulltext-article-RMHP |
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