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Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Epidemiological Analysis and the Nomogram for Possible Risk Factors for Severe Microtia
Rui Guo1, Bingqing Wang1, Yue Wang1
1Department of Ear Reconstruction, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Thirty-three Badachu Road, Shijingshan District.
This study identified key risk factors for severe microtia, a congenital ear malformation. A predictive nomogram was developed to aid in individualized prevention strategies for microtia.
Area of Science:
- Medical Genetics
- Developmental Biology
- Public Health
Background:
- Microtia is a significant congenital malformation affecting external ear development.
- Understanding its epidemiologic characteristics and risk factors is crucial for prevention.
- This study focuses on severe microtia cases in China.
Purpose of the Study:
- To explore the epidemiologic features of severe microtia in China.
- To identify potential risk factors associated with severe microtia.
- To develop a predictive nomogram for severe microtia risk assessment.
Main Methods:
- Retrospective case study of 965 microtia patients (July 2014-July 2019).
- Data collection via questionnaires on potential risk factors.
- Statistical analysis using Chi-Square, Fisher tests, and multivariate logistic regression.
- Nomogram construction and validation using concordance index, calibration plots, and ROC curves.
Main Results:
- Severe microtia predominantly affects males (65.2%), is often unilateral (83.1%) and right-sided (52.0%), and frequently co-occurs with other malformations (40.6%).
- Associated risk factors include advanced maternal age, frequent miscarriages, viral infections, anemia, progesterone use, paternal alcohol consumption, and living area topography.
- A predictive nomogram demonstrated good performance (C-index = 0.755, validated C-index = 0.749).
Conclusions:
- The findings align with previous studies on microtia phenotypes.
- A validated nomogram provides a tool for scientific guidance in individualized microtia prevention.
- Identifying specific risk factors enables targeted public health interventions.
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