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
来源
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
相关论文
共 50 条
  • [31] Optimal timing of delayed excretory phase computed tomography scan for diagnosis of urinary extravasation after high-grade renal trauma
    Keihani, Sorena
    Putbrese, Bryn E.
    Rogers, Douglas M.
    Patel, Darshan P.
    Stoddard, Gregory J.
    Hotaling, James M.
    Nirula, Raminder
    Luo-Owen, Xian
    Mukherjee, Kaushik
    Morris, Bradley J.
    Majercik, Sarah
    Piotrowski, Joshua
    Dodgion, Christopher M.
    Schwartz, Ian
    Elliott, Sean P.
    DeSoucy, Erik S.
    Zakaluzny, Scott
    Sherwood, Brenton G.
    Erickson, Bradley A.
    Baradaran, Nima
    Breyer, Benjamin N.
    Fick, Cameron N.
    Smith, Brian P.
    Okafor, Barbara U.
    Askari, Reza
    Miller, Brandi
    Santucci, Richard A.
    Carrick, Matthew M.
    Kocik, Jurek F.
    Hewitt, Timothy
    Burks, Frank N.
    Heilbrun, Marta E.
    Myers, Jeremy B.
    JOURNAL OF TRAUMA AND ACUTE CARE SURGERY, 2019, 86 (02): : 274 - 281
  • [32] Validation of a nomogram for predicting the risk of lymphedema following contemporary treatment for breast cancer: a large multi-institutional study (KROG 20-05)
    Byun, Hwa Kyung
    Kim, Jae Sik
    Chang, Jee Suk
    Cho, Yeona
    Ahn, Sung-Ja
    Yoon, Jung Han
    Kim, Haeyoung
    Kim, Nalee
    Choi, Euncheol
    Park, Hyeli
    Kim, Kyubo
    Park, Shin-Hyung
    Rim, Chai Hong
    Choi, Hoon Sik
    Oh, Yoon Kyeong
    Lee, Ik Jae
    Shin, Kyung Hwan
    Kim, Yong Bae
    BREAST CANCER RESEARCH AND TREATMENT, 2022, 192 (03) : 553 - 561
  • [33] Validation of a nomogram for predicting the risk of lymphedema following contemporary treatment for breast cancer: a large multi-institutional study (KROG 20-05)
    Hwa Kyung Byun
    Jae Sik Kim
    Jee Suk Chang
    Yeona Cho
    Sung-Ja Ahn
    Jung Han Yoon
    Haeyoung Kim
    Nalee Kim
    Euncheol Choi
    Hyeli Park
    Kyubo Kim
    Shin-Hyung Park
    Chai Hong Rim
    Hoon Sik Choi
    Yoon Kyeong Oh
    Ik Jae Lee
    Kyung Hwan Shin
    Yong Bae Kim
    Breast Cancer Research and Treatment, 2022, 192 : 553 - 561
  • [34] Validation of the predictive model for operative intervention after blunt abdominal trauma in children with equivocal computed tomography findings: a multi-institutional study
    Lamoshi, Abdulraouf
    Lay, Raymond
    Wakeman, Derek
    Edwards, Mary
    Wallenstein, Kim
    Fabiano, Tiffany
    Singh, Zorawar
    Zipkin, Jacob
    Park, Soyun
    Yu, Jihnhee
    Chess, Mitchell
    Vali, Kaveh
    PEDIATRIC SURGERY INTERNATIONAL, 2024, 40 (01)
  • [35] A Multi-Institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-Grade Dysplasia in Intraductal Papillary Mucinous Neoplasms
    Al Efishat, Mohammad
    Attiyeh, Marc
    Lokshin, Anna
    Wolfgang, Christopher L.
    D'Angelica, Michael I.
    DeMatteo, Ronald P.
    Kingham, Peter
    Jarnagin, William R.
    Fernandez-del Castillo, Carlos
    Allen, Peter J.
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2016, 223 (04) : S138 - S138
  • [36] NEPHRECTOMY IS NOT ASSOCIATED WITH INCREASED RISK OF MORTALITY OR ACUTE KIDNEY INJURY AFTER HIGH-GRADE RENAL TRAUMA: A PROPENSITY SCORE ANALYSIS OF THE TRAUMA QUALITY IMPROVEMENT PROGRAM (TQIP)
    McCormick, Benjamin
    Horns, Joshua
    Das, Rupam
    Paudel, Niraj
    Hanson, Heidi
    Myers, Jeremy
    JOURNAL OF UROLOGY, 2021, 206 : E539 - E539
  • [37] Nephrectomy Is Not Associated with Increased Risk of Mortality or Acute Kidney Injury after High-Grade Renal Trauma: A Propensity Score Analysis of the Trauma Quality Improvement Program (TQIP)
    McCormick, Benjamin J.
    Horns, Joshua J.
    Das, Rupam
    Paudel, Niraj
    Hanson, Heidi A.
    McCrum, Marta
    Nirula, Raminder
    Myers, Jeremy B.
    JOURNAL OF UROLOGY, 2022, 207 (02): : 401 - 406
  • [38] External evaluation of the Briganti nomogram predicting lymph node invasion in patients with very-low to high risk prostate cancer: A retrospective multi-institutional cohort study in Japan
    Sugihara, Naoya
    Hashine, Katsuyoshi
    Yamashita, Natsumi
    Tachou, Takatoshi
    Kan, Masaharu
    Oka, Akihiro
    Takeda, Hajime
    Miura, Noriyoshi
    Miyauchi, Yuki
    Saika, Takashi
    INTERNATIONAL JOURNAL OF UROLOGY, 2022, 29 : 154 - 154
  • [39] High-Grade T1 on Re-Transurethral Resection after Initial High-Grade T1 Confers Worse Oncological Outcomes: Results of a Multi-Institutional Study
    Ferro, Matteo
    Vartolomei, Mihai Dorin
    Cantiello, Francesco
    Lucarelli, Giuseppe
    Di Stasi, Savino M.
    Hurle, Rodolfo
    Guazzoni, Giorgio
    Busetto, Gian Maria
    De Berardinis, Ettore
    Damiano, Rocco
    Perdona, Sisto
    Borghesi, Marco
    Schiavina, Riccardo
    Almeida, Gilberto L.
    Bove, Pierluigi
    Lima, Estevao
    Grimaldi, Giovanni
    Autorino, Riccardo
    Crisan, Nicolae
    Abu Farhan, Abdal Rahman
    Verze, Paolo
    Battaglia, Michele
    Serretta, Vincenzo
    Russo, Giorgio Ivan
    Morgia, Giuseppe
    Musi, Gennaro
    de Cobelli, Ottavio
    Mirone, Vincenzo
    Shariat, Shahrokh F.
    UROLOGIA INTERNATIONALIS, 2018, 101 (01) : 7 - 15
  • [40] Nephrectomy Is Not Associated with Increased Risk of Mortality or Acute Kidney Injury after High-Grade Renal Trauma: A Propensity Score Analysis of the Trauma Quality Improvement Program (TQIP). Letter.
    Fujino, Keiko
    Shindo, Tetsuya
    Hinotsu, Shiro
    Masumori, Naoya
    JOURNAL OF UROLOGY, 2022, 208 (04): : 791 - 791