External validation of a nomogram predicting risk of bleeding control interventions after high-grade renal trauma: The Multi-institutional Genito-Urinary Trauma Study

被引:7
|
作者
Keihani, Sorena [1 ]
Wang, Sherry S. [2 ]
Joyce, Ryan P. [3 ]
Rogers, Douglas M. [2 ]
Gross, Joel A. [3 ]
Nocera, Alexander P. [4 ]
Selph, J. Patrick [4 ]
Fang, Elisa [5 ]
Hagedorn, Judith C. [5 ]
Voelzke, Bryan B. [6 ]
Rezaee, Michael E. [7 ]
Moses, Rachel A. [7 ]
Arya, Chirag S. [8 ]
Sensenig, Rachel L. [8 ]
Glavin, Katie [9 ]
Broghammer, Joshua A. [9 ]
Higgins, Margaret M. [10 ]
Gupta, Shubham [11 ]
Castillejo Becerra, Clara M. [12 ]
Baradaran, Nima [12 ]
Zhang, Chong [13 ]
Presson, Angela P. [13 ]
Nirula, Raminder [14 ]
Myers, Jeremy B. [1 ]
机构
[1] Univ Utah, Sch Med, Dept Surg, Div Urol, 30 N 1900 E, Salt Lake City, UT 84132 USA
[2] Univ Utah, Sch Med, Dept Radiol, Salt Lake City, UT 84132 USA
[3] Univ Washington, Harborview Med Ctr, Dept Radiol, 325 9Th Ave, Seattle, WA 98104 USA
[4] Univ Alabama Birmingham, Dept Urol, Birmingham, AL USA
[5] Univ Washington, Harborview Med Ctr, Dept Urol, 325 9Th Ave, Seattle, WA 98104 USA
[6] Spokane Urol, Spokane, WA USA
[7] Dartmouth Hitchcock Med Ctr, Dept Surg, Urol Sect, Lebanon, NH 03766 USA
[8] Cooper Univ Hosp, Div Trauma, Dept Surg, Camden, NJ USA
[9] Univ Kansas, Med Ctr, Kansas City, KS 66103 USA
[10] Univ Kentucky, Dept Urol, Lexington, KY USA
[11] Case Western Reserve Univ, Dept Urol, Cleveland, OH 44106 USA
[12] Ohio State Univ, Wexner Med Ctr, Dept Urol, Columbus, OH 43210 USA
[13] Univ Utah, Dept Internal Med, Div Epidemiol, Salt Lake City, UT 84112 USA
[14] Univ Utah, Dept Surg, Div Gen Surg, Salt Lake City, UT 84132 USA
基金
美国国家卫生研究院;
关键词
Renal trauma; nephrectomy; nomograms; conservative treatment; computed tomography;
D O I
10.1097/TA.0000000000002987
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
BACKGROUND Renal trauma grading has a limited ability to distinguish patients who will need intervention after high-grade renal trauma (HGRT). A nomogram incorporating both clinical and radiologic factors has been previously developed to predict bleeding control interventions after HGRT. We aimed to externally validate this nomogram using multicenter data from level 1 trauma centers. METHODS We gathered data from seven level 1 trauma centers. Patients with available initial computed tomography (CT) scans were included. Each CT scan was reviewed by two radiologists blinded to the intervention data. Nomogram variables included trauma mechanism, hypotension/shock, concomitant injuries, vascular contrast extravasation (VCE), pararenal hematoma extension, and hematoma rim distance (HRD). Mixed-effect logistic regression was used to assess the associations between the predictors and bleeding intervention. The prediction accuracy of the nomogram was assessed using the area under the receiver operating characteristic curve and its 95% confidence interval (CI). RESULTS Overall, 569 HGRT patients were included for external validation. Injury mechanism was blunt in 89%. Using initial CT scans, 14% had VCE and median HRD was 1.7 (0.9-2.6) cm. Overall, 12% underwent bleeding control interventions including 34 angioembolizations and 24 nephrectomies. In the multivariable analysis, presence of VCE was associated with a threefold increase in the odds of bleeding interventions (odds ratio, 3.06; 95% CI, 1.44-6.50). Every centimeter increase in HRD was associated with 66% increase in odds of bleeding interventions. External validation of the model provided excellent discrimination in predicting bleeding interventions with an area under the curve of 0.88 (95% CI, 0.84-0.92). CONCLUSION Our results reinforce the importance of radiologic findings such as VCE and hematoma characteristics in predicting bleeding control interventions after renal trauma. The prediction accuracy of the proposed nomogram remains high using external data. These variables can help to better risk stratify high-grade renal injuries.
引用
收藏
页码:249 / 256
页数:8
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