Modeling Time-to-Recurrence of Chronic Rhinosinusitis Following Endoscopic Sinus Surgery Using Cox Proportional Hazards Regression at Abubakar Tafawa Balewa University Teaching Hospital, Bauchi State, Nigeria

Author

Adamu Ali, A. Abdulkadir, M. Bawa, A. Abubakar, S. Abdullahi, Z. Bala


Abstract

 This retrospective cohort study examined CRS recurrence following endoscopic sinus surgery (ESS) in 46 patients at ATBUTH, Bauchi State, Nigeria, over five years. Recurrence occurred in 13 patients (28.26%; 95% CI 17.32%–42.55%). Among 41 patients with complete survival data, recurrence-free survival declined from 100% at 6 months to 65.36% at 36 months and remained at that level through 60 months; median recurrence-free survival was not reached. No demographic, clinical, radiological, or laboratory factor was a statistically significant predictor of recurrence in univariate or multivariable Cox models (all p > 0.05). AERD (adjusted HR 2.497), smoking (adjusted HR 2.239), and IgE (adjusted HR 2.257; p = 0.059 in the parametric model) showed non-significant elevated hazard estimates. With 10 covariates and only 13 events (~1.3 events per variable), the model was substantially underpowered, so the null findings reflect limited statistical precision rather than evidence of no effect. The Cox model performed marginally better than the flexible parametric model (MSE 0.1791 vs 0.2004; lower AIC and BIC), and the proportional hazards assumption was not violated. The authors conclude that ESS yields favourable outcomes for most patients but recurrence affects roughly three in ten, and that AERD, smoking, and IgE warrant investigation in larger, adequately powered multicentre studies.


Keywords

Chronic Rhinosinusitis, Endoscopic Sinus Surgery, Recurrence, Survival Analysis, Cox Proportional Hazards



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References


Chen, F., Liu, Y., & colleagues. (2025). Impact of sinus CT severity score on the outcomes of endoscopic sinus surgery in eosinophilic CRSwNP. The Laryngoscope, 135(3), 1021–1028.

DeConde, A. S., & Smith, T. L. (2017). Classification of chronic rhinosinusitis Working toward personalized diagnosis. Otolaryngologic Clinics of North America, 50(1), 1–12. https://doi.org/10.1016/j.otc.2016.08.003 

Idris, B. M., Moi, I. M., Abubakar, B. M., Magaji, A., Zamo, A. B., Zaki, A. I., ... & Mohammed, B. (2026). Prevalence of Malaria Parasites and Predisposing Factors Among Children (5-10YRS) Attending Federal University of Health Science Teaching Hospital Azare, Bauchi State, Nigeria. BIMA JOURNAL OF SCIENCE AND TECHNOLOGY GOMBE, 10(2), 514-525.

Kikuhe, J. N., Kalere, E. M., Makata, C. M., & Kabuyaya, M. K. (2025). Management of a giant antrochoanal polyp in a resource-limited setting from the Democratic Republic of Congo and advocacy for global health equity: A case report. Journal of Medical Case Reports, 19, Article 13256. https://doi.org/10.1186/s13256-025-05643-y 

Kikuhe, J. N., Kalere, E. M., Makata, C. M., & Kabuyaya, M. K. (2025). Management of a giant antrochoanal polyp in a resource-limited setting from the Democratic Republic of Congo and advocacy for global health equity: a case report. Journal of Medical Case Reports, 20(1), 28.

Ma, R., Lu, Z., Zhu, J., Bai, Y., & Wang, X. (2025). Development and validation of a nomogram model for the prediction of recurrence after endoscopic sinus surgery in patients with chronic rhinosinusitis with nasal polyps. Frontiers in Surgery, 12, Article 1581417. https://doi.org/10.3389/fsurg.2025.1581417 

Ma, Z., Li, Z., Cao, J., Sun, J., Huang, S., Zhou, Q., & Li, B. (2024). What eliminates the chance for cure: a multi-center evaluation on 10-year follow-up of gallbladder cancer after surgical resection. Annals of medicine, 56(1), 2402072.

Mbaye, A., Ngoie, N. K., Thiam, N. F., Ndiaye, C., Ahmed, H., Sylla, I. A. S., ... & Tall, A. (2026). Evaluation of the Management of Chronic Rhinosinusitis at the National University Hospital Center of Fann 5-Year Review. Otolaryngology and Head & Neck Surgery, 15, 93-100.

Ngamdu, Y. B., Adamu, A., Kirfi, A. M., Edem, K. P., Abubakar, A., Shirama, Y. B., Adebola, S. N., & Ahmad, B. M. (2023). Factors affecting the outcome of endoscopic sinus surgery: Our experience in a resource-constraint setting. D Y Patil Journal of Health Sciences, 11(2), 86–91.

Nuhu, U. A., Alkali, N. H., Hassan, H. F., Garba, M., Abdulrauf, T., Ibrahim, A., ... & Ogunniyi, A. O. (2025). Prevalence of epilepsy and the epilepsy treatment gap in Bauchi, Northeast Nigeria: a cross-sectional study of two communities. BMJ open, 15(11), e104270.

Ogunleye, O. G. B., & Nwaorgu, O. G. B. (2019). [Title of article not fully retrievable from available search results]. International Archives of Otorhinolaryngology, 23(2), 152–156.

Omer, G. L., Sasindran, V., Sara, M., Boskani, S. W., Merza, A. M., Hussein, O., ... & Abdullah, A. S. (2025). Benign Lesions of Maxillary Sinus. In Maxillary Sinus: A Comprehensive Guide: Anatomy, Pathologies, and Therapeutic Approaches (pp. 117-193). Cham: Springer Nature Switzerland.

Saleh, S. K., Saleh, A. G., Mohamed, T. A., Hendy, M. M., Farahat, M. S., Boushra, S. T., ... & Saleh, R. K. (2026). Mesopancreas excision in pancreatic ductal adenocarcinoma: recurrence patterns—a single-arm descriptive study. World Journal of Surgical Oncology.

Tomassen, P., Vandeplas, G., Van Zele, T., Cardell, L.-O., Arebro, J., Olze, H., Förster-Ruhrmann, U., Kowalski, M. L., Olszewska-Ziąber, A., Holtappels, G., De Ruyck, N., Wang, X., Van Drunen, C., Mullol, J., Hellings, P., Hox, V., Toskala, E., Scadding, G., Lund, V., … Bachert, C. (2016). Inflammatory endotypes of chronic rhinosinusitis based on cluster analysis of biomarkers. Journal of Allergy and Clinical Immunology, 137(5), 1449–1456.e4. https://doi.org/10.1016/j.jaci.2015.12.1324

 

 

 

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