Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis
Shuo Wu,1,2 Jiahong Lao,1 Feitong Jian1 1E.N.T. Department, the 3rd Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China; 2School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, People’s Republic of ChinaCorrespondence: Shuo Wu, E.N.T. Department, the 3rd A...
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Dove Medical Press
2024-02-01
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| Series: | Journal of Asthma and Allergy |
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| Online Access: | https://www.dovepress.com/analysis-of-the-construction-of-a-predictive-model-for-eosinophilic-ch-peer-reviewed-fulltext-article-JAA |
| _version_ | 1797279405428441088 |
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| author | Wu S Lao J Jian F |
| author_facet | Wu S Lao J Jian F |
| author_sort | Wu S |
| collection | DOAJ |
| description | Shuo Wu,1,2 Jiahong Lao,1 Feitong Jian1 1E.N.T. Department, the 3rd Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China; 2School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, People’s Republic of ChinaCorrespondence: Shuo Wu, E.N.T. Department, the 3rd Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China, Tel +86-20-85252239, Email wush68@sysu.edu.cnPurpose: This study aimed to determine indices to diagnose and predict eosinophilic chronic rhinosinusitis (ECRS) during the initial clinic visit.Patients and Methods: We retrospectively analyzed 116 patients with chronic rhinosinusitis who underwent endoscopic sinus surgery and were classified according to the postoperative pathological diagnosis. General data and various clinical indicators were analyzed, and indicators with statistically significant differences between groups were further incorporated into a multivariate logistic regression to establish a comprehensive prediction model. The receiver operating characteristic (ROC) curve was used to compare the two significant valuable single factors from previous studies, the difference in CT scores between the ethmoid sinus and the sum difference of the maxillary sinus (EM difference) and the absolute value of peripheral blood eosinophil (bEOS), with a comprehensive prediction model.Results: There were significant differences in history of allergic asthma (p < 0.001), visual analog scale (VAS) score (p=0.005), sino-nasal outcome test-22(SNOT-22) scale score (p=0.004), Lund-Mackay scale score (p=0.017), EM difference (p=0.002), percentage of bEOS (%)(p=0.001), and absolute value of bEOS (× 109/L) (p=0.000) between the two groups (p< 0.05). The history of allergic disease, VAS and bEOS were screened out and included in the comprehensive prediction model. The area under the curve (AUC) of the comprehensive prediction model (0.804)> the AUC of the absolute value of the bEOS (0.764)>the AUC of the EM difference (0.655). The AUC of the EM difference and the comprehensive prediction model were statistically different (P=0.025). There was no statistical difference between the absolute value of bEOS and the AUC of the comprehensive prediction model.Conclusion: The comprehensive prediction model covering the three aspects of allergic asthma history, VAS score, and bEOS count had the highest AUC compared to the other predictors and had good predictive power for the diagnosis of ECRS.Keywords: eosinophilic chronic rhinosinusitis, non-eosinophilic chronic rhinosinusitis, prediction model, the difference of the CT scores between the ethmoid sinus and maxillary sinus, European position paper on rhinosinusitis and nasal polyps 2020 |
| first_indexed | 2024-03-07T16:24:51Z |
| format | Article |
| id | doaj.art-982b965ce1144909a4428f6288b80fd6 |
| institution | Directory Open Access Journal |
| issn | 1178-6965 |
| language | English |
| last_indexed | 2024-03-07T16:24:51Z |
| publishDate | 2024-02-01 |
| publisher | Dove Medical Press |
| record_format | Article |
| series | Journal of Asthma and Allergy |
| spelling | doaj.art-982b965ce1144909a4428f6288b80fd62024-03-03T18:36:49ZengDove Medical PressJournal of Asthma and Allergy1178-69652024-02-01Volume 1713314190801Analysis of the Construction of a Predictive Model for Eosinophilic Chronic RhinosinusitisWu SLao JJian FShuo Wu,1,2 Jiahong Lao,1 Feitong Jian1 1E.N.T. Department, the 3rd Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China; 2School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, People’s Republic of ChinaCorrespondence: Shuo Wu, E.N.T. Department, the 3rd Affiliated Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China, Tel +86-20-85252239, Email wush68@sysu.edu.cnPurpose: This study aimed to determine indices to diagnose and predict eosinophilic chronic rhinosinusitis (ECRS) during the initial clinic visit.Patients and Methods: We retrospectively analyzed 116 patients with chronic rhinosinusitis who underwent endoscopic sinus surgery and were classified according to the postoperative pathological diagnosis. General data and various clinical indicators were analyzed, and indicators with statistically significant differences between groups were further incorporated into a multivariate logistic regression to establish a comprehensive prediction model. The receiver operating characteristic (ROC) curve was used to compare the two significant valuable single factors from previous studies, the difference in CT scores between the ethmoid sinus and the sum difference of the maxillary sinus (EM difference) and the absolute value of peripheral blood eosinophil (bEOS), with a comprehensive prediction model.Results: There were significant differences in history of allergic asthma (p < 0.001), visual analog scale (VAS) score (p=0.005), sino-nasal outcome test-22(SNOT-22) scale score (p=0.004), Lund-Mackay scale score (p=0.017), EM difference (p=0.002), percentage of bEOS (%)(p=0.001), and absolute value of bEOS (× 109/L) (p=0.000) between the two groups (p< 0.05). The history of allergic disease, VAS and bEOS were screened out and included in the comprehensive prediction model. The area under the curve (AUC) of the comprehensive prediction model (0.804)> the AUC of the absolute value of the bEOS (0.764)>the AUC of the EM difference (0.655). The AUC of the EM difference and the comprehensive prediction model were statistically different (P=0.025). There was no statistical difference between the absolute value of bEOS and the AUC of the comprehensive prediction model.Conclusion: The comprehensive prediction model covering the three aspects of allergic asthma history, VAS score, and bEOS count had the highest AUC compared to the other predictors and had good predictive power for the diagnosis of ECRS.Keywords: eosinophilic chronic rhinosinusitis, non-eosinophilic chronic rhinosinusitis, prediction model, the difference of the CT scores between the ethmoid sinus and maxillary sinus, European position paper on rhinosinusitis and nasal polyps 2020https://www.dovepress.com/analysis-of-the-construction-of-a-predictive-model-for-eosinophilic-ch-peer-reviewed-fulltext-article-JAAeosinophilic chronic rhinosinusitisnon-eosinophilic chronic rhinosinusitisprediction modelthe difference of the ct scores between the ethmoid sinus and maxillary sinuseuropean position paper on rhinosinusitis and nasal polyps 2020 |
| spellingShingle | Wu S Lao J Jian F Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis Journal of Asthma and Allergy eosinophilic chronic rhinosinusitis non-eosinophilic chronic rhinosinusitis prediction model the difference of the ct scores between the ethmoid sinus and maxillary sinus european position paper on rhinosinusitis and nasal polyps 2020 |
| title | Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis |
| title_full | Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis |
| title_fullStr | Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis |
| title_full_unstemmed | Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis |
| title_short | Analysis of the Construction of a Predictive Model for Eosinophilic Chronic Rhinosinusitis |
| title_sort | analysis of the construction of a predictive model for eosinophilic chronic rhinosinusitis |
| topic | eosinophilic chronic rhinosinusitis non-eosinophilic chronic rhinosinusitis prediction model the difference of the ct scores between the ethmoid sinus and maxillary sinus european position paper on rhinosinusitis and nasal polyps 2020 |
| url | https://www.dovepress.com/analysis-of-the-construction-of-a-predictive-model-for-eosinophilic-ch-peer-reviewed-fulltext-article-JAA |
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