Development of a risk prediction model of pneumothorax in percutaneous computed tomography guided transthoracic needle lung biopsy
- PMID: 33955169
- DOI: 10.1111/1754-9485.13187
Development of a risk prediction model of pneumothorax in percutaneous computed tomography guided transthoracic needle lung biopsy
Abstract
Introduction: To retrospectively evaluate the incidence of and the risk factors for pneumothorax and intercostal catheter insertion (ICC) after CT-guided lung biopsy and to generate a risk prediction model for developing a pneumothorax and requiring an ICC.
Methods: 255 CT-guided lung biopsies performed for 249 lesions in 249 patients from August 2014 to August 2019 were retrospectively analysed using multivariate logistic regression analysis. Risk prediction models were established using backward stepwise variable selection and likelihood ratio tests and were internally validated using split-sample methods.
Results: The overall incidence of pneumothorax was 30.2% (77/255). ICC insertion was required for 8.32% (21/255) of all procedures. The significant independent risk factors for pneumothorax were lesions not in contact with pleura (P < 0.001), a shorter skin-to-pleura distance (P = 0.01), the needle crossing a fissure (P = 0.004) and emphysema (P = 0.01); those for ICC insertion for pneumothorax were a needle through emphysema (P < 0.001) and lesions in the upper lobe (P = 0.017). AUC of the predictive models for pneumothorax and ICC insertion were 0.800 (95% CI: 0.745-0.856) and 0.859 (95% CI: 0.779-0.939) respectively. Upon internal validation, AUC of the testing sets of pneumothorax and ICC insertion were 0.769 and 0.822 on average respectively.
Conclusion: The complication rates of pneumothorax and ICC insertion after CT-guided lung biopsy at our institution are comparable to results from previously reported studies. This study provides highly accurate risk prediction models of pneumothorax and ICC insertion for patients undergoing CT-guided lung biopsies.
Keywords: CT-guided lung biopsy; intercostal catheter; pneumothorax; risk factor; risk prediction model.
© 2021 The Royal Australian and New Zealand College of Radiologists.
Similar articles
-
Predictors of pneumothorax and chest drainage after percutaneous CT-guided lung biopsy: A prospective study.Eur Radiol. 2021 Jun;31(6):4243-4252. doi: 10.1007/s00330-020-07449-6. Epub 2020 Dec 22. Eur Radiol. 2021. PMID: 33354745
-
Validation of Risk Prediction Models for Pneumothorax and Intercostal Catheter Insertion Following CT-Guided Lung Biopsy.J Med Imaging Radiat Oncol. 2025 Mar;69(2):162-168. doi: 10.1111/1754-9485.13827. Epub 2024 Dec 27. J Med Imaging Radiat Oncol. 2025. PMID: 39729600
-
Impact of radiomics features, pulmonary emphysema score and muscle mass on the rate of pneumothorax and chest tube insertion in CT-guided lung biopsies.Respir Res. 2024 Aug 22;25(1):320. doi: 10.1186/s12931-024-02936-6. Respir Res. 2024. PMID: 39174980 Free PMC article.
-
Efficacy of needle tract embolization using gelfoam in reducing incidence of pneumothorax in CT-guided transthoracic lung biopsies: a systematic review and meta-analysis.Br J Radiol. 2025 Feb 1;98(1166):194-200. doi: 10.1093/bjr/tqae228. Br J Radiol. 2025. PMID: 39607776
-
Complication rates of CT-guided transthoracic lung biopsy: meta-analysis.Eur Radiol. 2017 Jan;27(1):138-148. doi: 10.1007/s00330-016-4357-8. Epub 2016 Apr 23. Eur Radiol. 2017. PMID: 27108299 Free PMC article. Review.
Cited by
-
Pneumothorax and pulmonary hemorrhage after C-arm cone-beam computed tomography-guided percutaneous transthoracic lung biopsy: incidence, clinical significance, and correlation.BMC Pulm Med. 2024 Jan 13;24(1):33. doi: 10.1186/s12890-023-02822-9. BMC Pulm Med. 2024. PMID: 38218792 Free PMC article.
-
The risk of immediate pneumothorax after CT-guided lung needle biopsy: pleural tail sign as a novel factor.Quant Imaging Med Surg. 2023 Feb 1;13(2):707-719. doi: 10.21037/qims-22-474. Epub 2022 Dec 5. Quant Imaging Med Surg. 2023. PMID: 36819288 Free PMC article.
-
Development and validation of a prediction model of pneumothorax after CT-guided coaxial core needle lung biopsy.Quant Imaging Med Surg. 2022 Dec;12(12):5404-5419. doi: 10.21037/qims-22-176. Quant Imaging Med Surg. 2022. PMID: 36465829 Free PMC article.
-
Development and validation of a risk nomogram predicting pneumothorax requiring chest tube placement post-percutaneous CT-guided lung biopsy.BMC Med Imaging. 2025 Jul 1;25(1):220. doi: 10.1186/s12880-025-01794-y. BMC Med Imaging. 2025. PMID: 40597819 Free PMC article.
References
-
- Zhao Y, Wang X, Wang Y, Zhu Z. Logistic regression analysis and a risk prediction model of pneumothorax after CT-guided needle biopsy. J Thorac Dis. 2017; 9: 4750-7.
-
- Anzidei M, Sacconi B, Fraioli F et al. Development of a prediction model and risk score for procedure-related complications in patients undergoing percutaneous computed tomography-guided lung biopsy. Eur J Cardiothorac Surg 2015; e1-6.
-
- Wang S, Tu J, Chen W. Development and Validation of a Prediction Pneumothorax Model in CT-Guided Transthoracic Needle Biopsy for Solitary Pulmonary Nodule. Biomed Res Int. 2019; 2019: 7857310.
-
- Covey AM, Gandhi R, Brody LA, Getrajdman G, Thaler HT, Brown KT. Factors associated with pneumothorax and pneumothorax requiring treatment after percutaneous lung biopsy in 443 consecutive patients. J Vasc Interv Radiol. 2004; 15: 479-83.
-
- Nakamura M, Yoshizako T, Koyama S, Kitagaki H. Risk factors influencing chest tube placement among patients with pneumothorax because of CT-guided needle biopsy of the lung. J Med Imaging Radiat Oncol. 2011; 55: 474-8.
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
