Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study
Up to now, there are no relevant studies on prognostic factors of cervical mucinous adenocarcinoma. Therefore, we explored the prognostic factors for cervical mucinous adenocarcinoma, and established and validated the prognostic model using the SEER database. We selected the independent factors thro...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2023-12-01
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| Series: | Journal of Obstetrics and Gynaecology |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1080/01443615.2022.2153027 |
| _version_ | 1797685672109146112 |
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| author | Yiping Hao Qingqing Liu Ruowen Li Zhonghao Mao Nan Jiang Bingyu Wang Wenjing Zhang Baoxia Cui |
| author_facet | Yiping Hao Qingqing Liu Ruowen Li Zhonghao Mao Nan Jiang Bingyu Wang Wenjing Zhang Baoxia Cui |
| author_sort | Yiping Hao |
| collection | DOAJ |
| description | Up to now, there are no relevant studies on prognostic factors of cervical mucinous adenocarcinoma. Therefore, we explored the prognostic factors for cervical mucinous adenocarcinoma, and established and validated the prognostic model using the SEER database. We selected the independent factors through univariate and multivariate analyses. LASSO regression analysis was conducted to identify potential risk factors. In conjunction with LASSO and multivariate analysis, the nomogram incorporated three variables, including age, tumour size, and AJCC stage for OS. The c-index was 0.794 and 0.831 in development and validated cohorts, indicating that this prediction model showed adequate discriminative ability in the development cohort. Besides, calibration curves showed good concordance for the development cohort, as well as the validation cohort. We constructed a first-of-its-kind nomogram to predict cervical mucinous adenocarcinomas OS and it showed better performance than AJCC and FIGO stages. Patients with cervical mucinous adenocarcinoma might benefit from using this model to develop tailored treatments.IMPACT STATEMENT What is already known on this subject? Cervical cancer has a variety of pathological types. The biological behaviour of each type is different, and the prognosis is quite different. What do the results of this study add? We analysed and explored the relevant factors affecting the prognosis of cervical mucinous adenocarcinoma. What are the implications of these findings for clinical practice and/or further research? Through the analysis of the SEER dataset, the prognostic factors affecting cervical mucinous adenocarcinoma were identified, and the first predictive model was created to predict the prognosis to help doctors develop individualised treatment plans and follow-up plans. |
| first_indexed | 2024-03-12T00:48:24Z |
| format | Article |
| id | doaj.art-9e9b223c13744213977dee7a77f9e925 |
| institution | Directory Open Access Journal |
| issn | 0144-3615 1364-6893 |
| language | English |
| last_indexed | 2024-03-12T00:48:24Z |
| publishDate | 2023-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Journal of Obstetrics and Gynaecology |
| spelling | doaj.art-9e9b223c13744213977dee7a77f9e9252023-09-14T15:29:13ZengTaylor & Francis GroupJournal of Obstetrics and Gynaecology0144-36151364-68932023-12-0143110.1080/01443615.2022.21530272153027Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based studyYiping Hao0Qingqing Liu1Ruowen Li2Zhonghao Mao3Nan Jiang4Bingyu Wang5Wenjing Zhang6Baoxia Cui7Department of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityDepartment of Obstetrics and Gynecology, Qilu Hospital of Shandong UniversityUp to now, there are no relevant studies on prognostic factors of cervical mucinous adenocarcinoma. Therefore, we explored the prognostic factors for cervical mucinous adenocarcinoma, and established and validated the prognostic model using the SEER database. We selected the independent factors through univariate and multivariate analyses. LASSO regression analysis was conducted to identify potential risk factors. In conjunction with LASSO and multivariate analysis, the nomogram incorporated three variables, including age, tumour size, and AJCC stage for OS. The c-index was 0.794 and 0.831 in development and validated cohorts, indicating that this prediction model showed adequate discriminative ability in the development cohort. Besides, calibration curves showed good concordance for the development cohort, as well as the validation cohort. We constructed a first-of-its-kind nomogram to predict cervical mucinous adenocarcinomas OS and it showed better performance than AJCC and FIGO stages. Patients with cervical mucinous adenocarcinoma might benefit from using this model to develop tailored treatments.IMPACT STATEMENT What is already known on this subject? Cervical cancer has a variety of pathological types. The biological behaviour of each type is different, and the prognosis is quite different. What do the results of this study add? We analysed and explored the relevant factors affecting the prognosis of cervical mucinous adenocarcinoma. What are the implications of these findings for clinical practice and/or further research? Through the analysis of the SEER dataset, the prognostic factors affecting cervical mucinous adenocarcinoma were identified, and the first predictive model was created to predict the prognosis to help doctors develop individualised treatment plans and follow-up plans.http://dx.doi.org/10.1080/01443615.2022.2153027nomogramcervical mucinous adenocarcinomaoverall survivalseerprognosis |
| spellingShingle | Yiping Hao Qingqing Liu Ruowen Li Zhonghao Mao Nan Jiang Bingyu Wang Wenjing Zhang Baoxia Cui Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study Journal of Obstetrics and Gynaecology nomogram cervical mucinous adenocarcinoma overall survival seer prognosis |
| title | Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study |
| title_full | Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study |
| title_fullStr | Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study |
| title_full_unstemmed | Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study |
| title_short | Analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram: a SEER-based study |
| title_sort | analysis of prognostic factors for cervical mucinous adenocarcinoma and establishment and validation a nomogram a seer based study |
| topic | nomogram cervical mucinous adenocarcinoma overall survival seer prognosis |
| url | http://dx.doi.org/10.1080/01443615.2022.2153027 |
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