Fibular free flap necrosis after mandibular reconstruction surgery with osteoradionecrosis: Establishment and verification of an early warning model.
Abstract
[OBJECTIVE] Fibular free flap necrosis (FFFN) is the most common complication in patients with osteoradionecrosis (ORN) after mandibular reconstruction surgery. However, there are no effective forecasting tools at present. This research is aimed to establish and verify a nomogram model to predict the risk of FFFN after mandibular reconstruction surgery in ORN patients.
[METHODS] A total of 193 ORN patients with mandibular reconstruction using fibular free flap (150 cases in the model group and 43 cases in the validation group) were enrolled in this study. In the model group, the variables were optimized by lasso regression. Then the prediction model was established by binary logistic regression analysis, and the nomogram was drawn. The bootstrap self-sampling method was used for internal verification. Moreover, 43 cases in the validation group were used for external validation.
[RESULTS] The results of lasso regression and binary logistic regression analysis showed that the radiotherapy interval (≤2 years), trismus, diabetes, without deep venous anastomoses, and American society of anesthesiologists (ASA) III were the independent risk factors for FFFN after mandibular reconstruction surgery in ORNJ patients (P<0.05). Based on the above-mentioned risk factors, the nomogram model was established. The AUC values of the model group and the validation group were 0.936 and 0.964, respectively. The curve analysis showed that when the probability thresholds of the model group and the validation group were 5.699%∼98.229% and 0.413%∼99.721%, respectively. So the patient's clinical net profit rate was the highest.
[CONCLUSION] A nomogram combining the factors of radiotherapy interval (≤2 years), trismus, diabetes, without deep venous anastomoses, and ASA III provided a comparatively effective way to predict the risk of FFFN after mandibular reconstruction surgery in ORN patients, which has distinct applied clinical value.
[METHODS] A total of 193 ORN patients with mandibular reconstruction using fibular free flap (150 cases in the model group and 43 cases in the validation group) were enrolled in this study. In the model group, the variables were optimized by lasso regression. Then the prediction model was established by binary logistic regression analysis, and the nomogram was drawn. The bootstrap self-sampling method was used for internal verification. Moreover, 43 cases in the validation group were used for external validation.
[RESULTS] The results of lasso regression and binary logistic regression analysis showed that the radiotherapy interval (≤2 years), trismus, diabetes, without deep venous anastomoses, and American society of anesthesiologists (ASA) III were the independent risk factors for FFFN after mandibular reconstruction surgery in ORNJ patients (P<0.05). Based on the above-mentioned risk factors, the nomogram model was established. The AUC values of the model group and the validation group were 0.936 and 0.964, respectively. The curve analysis showed that when the probability thresholds of the model group and the validation group were 5.699%∼98.229% and 0.413%∼99.721%, respectively. So the patient's clinical net profit rate was the highest.
[CONCLUSION] A nomogram combining the factors of radiotherapy interval (≤2 years), trismus, diabetes, without deep venous anastomoses, and ASA III provided a comparatively effective way to predict the risk of FFFN after mandibular reconstruction surgery in ORN patients, which has distinct applied clinical value.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | free flap
|
피판재건술 | dict | 3 | |
| 합병증 | flap necrosis
|
괴사 | dict | 2 | |
| 해부 | flap
|
scispacy | 1 | ||
| 해부 | mandibular
|
scispacy | 1 | ||
| 합병증 | trismus
|
scispacy | 1 | ||
| 약물 | ASA
→ American society of anesthesiologists
|
C2346733
American Society of Anesthesiologists
|
scispacy | 1 | |
| 약물 | [OBJECTIVE] Fibular free flap necrosis
|
scispacy | 1 | ||
| 약물 | [CONCLUSION] A
|
scispacy | 1 | ||
| 약물 | ASA III
|
scispacy | 1 | ||
| 질환 | necrosis
|
C0027540
Necrosis
|
scispacy | 1 | |
| 질환 | osteoradionecrosis
|
C0029461
Osteoradionecrosis
|
scispacy | 1 | |
| 질환 | trismus
|
C0041105
Trismus
|
scispacy | 1 | |
| 질환 | diabetes
|
C0011847
Diabetes
|
scispacy | 1 | |
| 질환 | ORN patients
|
scispacy | 1 | ||
| 질환 | nomogram
|
scispacy | 1 | ||
| 기타 | Fibular
|
scispacy | 1 | ||
| 기타 | mandibular
|
scispacy | 1 | ||
| 기타 | FFFN
→ Fibular free flap necrosis
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 | ||
| 기타 | venous
|
scispacy | 1 | ||
| 기타 | patient
|
scispacy | 1 |
MeSH Terms
Humans; Osteoradionecrosis; Free Tissue Flaps; Male; Female; Nomograms; Mandibular Reconstruction; Middle Aged; Fibula; Risk Factors; Postoperative Complications; Necrosis; Aged; Adult; Retrospective Studies; Logistic Models
🔗 함께 등장하는 도메인
이 논문이 속한 카테고리와 같은 논문에서 자주 함께 다뤄지는 카테고리들
관련 논문
- Endodontic implications of hypercementosis: A systematic review of anatomical challenges and therapeutic strategies.
- Breast plastic surgery in perimenopausal and postmenopausal women: Menopause-informed counseling on screening, safety, and long-term breast health.
- Application of the SCIA-Pure Skin Perforator Flap in Bilateral Upper Eyelid Reconstruction: A Case Report and Review of the Literature.
- Free flap reconstruction of a cast-related pressure ulcer in a pediatric patient with spinal muscular atrophy.
- Characterization of Trimmed Nerve Morphology Using High-Resolution Imaging: Comparison of Three Surgical Instruments.