Frailty Is a Better Predictor than Age of Mortality and Perioperative Complications after Surgery for Degenerative Cervical Myelopathy: An Analysis of 41,369 Patients from the NSQIP Database 2010-2018

被引:94
作者
Wilson, Jamie R. F. [1 ,2 ,3 ]
Badhiwala, Jetan H. [2 ,3 ]
Moghaddamjou, Ali [2 ,3 ]
Yee, Albert [2 ]
Wilson, Jefferson R. [2 ]
Fehlings, Michael G. [2 ,3 ]
机构
[1] Univ Nebraska Med Ctr, Nebraska Med Ctr, Omaha, NE 68198 USA
[2] Univ Toronto, Dept Surg, Spine Program, Toronto, ON M5T 2S8, Canada
[3] Univ Hlth Network, Toronto Western Hosp, Krembil Neurosci Ctr, Div Neurosurg, Toronto, ON M5T 2S8, Canada
关键词
degenerative cervical myelopathy; frailty; age; mortality; complications; SPONDYLOTIC MYELOPATHY; SURGICAL DECOMPRESSION; INDEX; OUTCOMES; EPIDEMIOLOGY; POPULATION; MANAGEMENT; ANTERIOR; DISEASE;
D O I
10.3390/jcm9113491
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The ability of frailty compared to age alone to predict adverse events in the surgical management of Degenerative Cervical Myelopathy (DCM) has not been defined in the literature. Methods: 41,369 patients with a diagnosis of DCM undergoing surgery were collected from the National Surgical Quality Improvement Program (NSQIP) Database 2010-2018. Univariate analysis for each measure of frailty (modified frailty index 11- and 5-point; MFI-11, MFI-5), modified Charlson Co-morbidity index and ASA grade) were calculated for the following outcomes: mortality, major complication, unplanned reoperation, unplanned readmission, length of hospital stay, and discharge to a non-home destination. Multivariable modeling of age and frailty with a base model was performed to define the discriminative ability of each measure. Results: Age and frailty have a significant effect on all outcomes, but the MFI-5 has the largest effect size. Increasing frailty correlated significantly with the risk of perioperative adverse events, longer hospital stay, and risk of a non-home discharge destination. Multivariable modeling incorporating MFI-5 with age and the base model had a robust predictive value (0.85). MFI-5 had a high categorical assessment correlation with a MFI-11 of 0.988 (p < 0.001). Conclusions and Relevance: Measures of frailty have a greater effect size and a higher discriminative value to predict adverse events than age alone. MFI-5 categorical assessment is essentially equivalent to the MFI-11 score for DCM patients. A multivariable model using MFI-5 provides an accurate predictive tool that has important clinical applications.
引用
收藏
页数:15
相关论文
共 38 条
[1]   Impact of Frailty on Outcomes in Patients Undergoing Open Abdominal Aortic Aneurysm Repair [J].
Al Shakarchi, Julien ;
Fairhead, Jack ;
Rajagopalan, Sriram ;
Pherwani, Arun ;
Jaipersad, Anthony .
ANNALS OF VASCULAR SURGERY, 2020, 67 :100-104
[2]   Patient phenotypes associated with outcome following surgery for mild degenerative cervical myelopathy: a principal component regression analysis [J].
Badhiwala, Jetan H. ;
Witiw, Christopher D. ;
Nassiri, Farshad ;
Jaja, Blessing N. R. ;
Akbar, Muhammad A. ;
Mansouri, Alireza ;
Merali, Zamir ;
Ibrahim, George M. ;
Wilson, Jefferson R. ;
Fehlings, Michael G. .
SPINE JOURNAL, 2018, 18 (12) :2220-2231
[3]   Efficacy and Safety of Surgery for Mild Degenerative Cervical Myelopathy: Results of the AOSpine North America and International Prospective Multicenter Studies [J].
Badhiwala, Jetan H. ;
Witiw, Christopher D. ;
Nassiri, Farshad ;
Akbar, Muhammad A. ;
Mansouri, Alireza ;
Wilson, Jefferson R. ;
Fehlings, Michael G. .
NEUROSURGERY, 2019, 84 (04) :890-896
[4]   Effect of Frailty on Outcome after Traumatic Spinal Cord Injury [J].
Banaszek, Dan ;
Inglis, Tom ;
Marion, Travis E. ;
Charest-Morin, Raphaele ;
Moskven, Eryck ;
Rivers, Carly S. ;
Kurban, Dilnur ;
Flexman, Alana M. ;
Ailon, Tamir ;
Dea, Nicolas ;
Kwon, Brian K. ;
Paquette, Scott ;
Fisher, Charles G. ;
Dvorak, Marcel F. ;
Street, John T. .
JOURNAL OF NEUROTRAUMA, 2020, 37 (06) :839-845
[5]   Frailty and sarcopenia do not predict adverse events in an elderly population undergoing non-complex primary elective surgery for degenerative conditions of the lumbar spine [J].
Charest-Morin, Raphaele ;
Street, John ;
Roughead, Taren ;
Zhang, Honglin ;
Ailon, Tamir ;
Boyd, Michael ;
Dvorak, Marcel ;
Kwon, Brian ;
Paquette, Scott ;
Dea, Nicolas ;
Fisher, Charles G. ;
Flexman, Alana M. .
SPINE JOURNAL, 2018, 18 (02) :245-254
[6]   RE-CODE DCM (REsearch Objectives and Common Data Elements for Degenerative Cervical Myelopathy): A Consensus Process to Improve Research Efficiency in DCM, Through Establishment of a Standardized Dataset for Clinical Research and the Definition of the Research Priorities [J].
Davies, Benjamin M. ;
Khan, Danyal Z. ;
Mowforth, Oliver D. ;
McNair, Angus G. K. ;
Gronlund, Toto ;
Kolias, Angelos G. ;
Tetreault, Lindsay ;
Starkey, Michelle L. ;
Sadler, Iwan ;
Sarewitz, Ellen ;
Houlton, Delphine ;
Carter, Julia ;
Kalsi-Ryan, Sukhvinder ;
Aarabi, Bizhan ;
Kwon, Brian K. ;
Kurpad, Shekar N. ;
Harrop, James ;
Wilson, Jefferson R. ;
Grossman, Robert ;
Curt, Armin ;
Fehlings, Michael G. ;
Kotter, Mark R. N. .
GLOBAL SPINE JOURNAL, 2019, 9 :65S-76S
[7]   Methylprednisolone for the Treatment of Patients with Acute Spinal Cord Injuries: A Systematic Review and Meta-Analysis [J].
Evaniew, Nathan ;
Belley-Cote, Emilie P. ;
Fallah, Nader ;
Noonan, Vanessa K. ;
Rivers, Carly S. ;
Dvorak, Marcel F. .
JOURNAL OF NEUROTRAUMA, 2016, 33 (05) :468-481
[8]   A Clinical Practice Guideline for the Management of Patients With Degenerative Cervical Myelopathy: Recommendations for Patients With Mild, Moderate, and Severe Disease and Nonmyelopathic Patients With Evidence of Cord Compression [J].
Fehlings, Michael G. ;
Tetreault, Lindsay A. ;
Riew, K. Daniel ;
Middleton, James W. ;
Aarabi, Bizhan ;
Arnold, Paul M. ;
Brodke, Darrel S. ;
Burns, Anthony S. ;
Carette, Simon ;
Chen, Robert ;
Chiba, Kazuhiro ;
Dettori, Joseph R. ;
Furlan, Julio C. ;
Harrop, James S. ;
Holly, Langston T. ;
Kalsi-Ryan, Sukhvinder ;
Kotter, Mark ;
Kwon, Brian K. ;
Martin, Allan R. ;
Milligan, James ;
Nakashima, Hiroaki ;
Nagoshi, Narihito ;
Rhee, John ;
Singh, Anoushka ;
Skelly, Andrea C. ;
Sodhi, Sumeet ;
Wilson, Jefferson R. ;
Yee, Albert ;
Wang, Jeffrey C. .
GLOBAL SPINE JOURNAL, 2017, 7 :70S-83S
[9]   The Aging of the Global Population: The Changing Epidemiology of Disease and Spinal Disorders INTRODUCTION [J].
Fehlings, Michael G. ;
Tetreault, Lindsay ;
Nater, Anick ;
Choma, Ted ;
Harrop, James ;
Mroz, Tom ;
Santaguida, Carlo ;
Smith, Justin S. .
NEUROSURGERY, 2015, 77 :S1-S5
[10]   A Global Perspective on the Outcomes of Surgical Decompression in Patients With Cervical Spondylotic Myelopathy [J].
Fehlings, Michael G. ;
Ibrahim, Ahmed ;
Tetreault, Lindsay ;
Albanese, Vincenzo ;
Alvarado, Manuel ;
Arnold, Paul ;
Barbagallo, Giuseppe ;
Bartels, Ronald ;
Bolger, Ciaran ;
Defino, Helton ;
Kale, Shashank ;
Massicotte, Eric ;
Moraes, Osmar ;
Scerrati, Massimo ;
Tan, Gamaliel ;
Tanaka, Masato ;
Toyone, Tomoaki ;
Yukawa, Yasutsugu ;
Zhou, Qiang ;
Zileli, Mehmet ;
Kopjar, Branko .
SPINE, 2015, 40 (17) :1322-1328