Abstract
Study design
Observational cohort study.
Objective
To investigate survival and life expectancy after NTSCI in Switzerland according to etiology.
Setting
Specialized rehabilitation centers in Switzerland.
Methods
Longitudinal data from the Swiss Spinal Cord Injury (SwiSCI) medical records study were used. Adjusted hazard ratios (HRs) and life expectancies were estimated using flexible parametric survival modeling.
Results
One thousand four hundred and fifty individuals were admitted to first rehabilitation for NTSCI between 1990 and 2011, contributing 6137 cumulative person-years at risk and 528 deaths. With reference to persons with a degenerative disc disorder, the HR for mortality in individuals with NTSCIs from infections was 1.42 (95% CI 0.99–2.04), while risk in those with NTSCIs from vascular disorders was 1.28 (95% CI 0.97–1.68). Mortality risk was most pronounced in individuals with NTSCIs from malignant neoplasms (HR 6.32, 95% CI 4.79–8.34). Exemplified for males with an attained age of 60 years, a malignant etiology was associated with 1.7 life years remaining (LYR), as compared to 10.1 LYR for non-malignant etiologies. Males with an attained age of 60 years and a degenerative disc etiology were estimated to have 12.9 LYR.
Conclusions
This study contributes an evidence base for risk factors of mortality after NTSCI, reducing a considerable knowledge gap in survival after NTSCI. Survival and life expectancy estimates were highly differential between etiological groups, indicating a need for a heterogeneous clinical approach and dynamic health-care provisions for this growing population.
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References
New PW, Marshall R. International spinal cord injury data sets for non-traumatic spinal cord injury. Spinal Cord. 2014;52:123–32.
New PW, Delafosse V. What to call spinal cord damage not due to trauma? Implications for literature searching. J Spinal Cord Med. 2012;35:89–95.
Hatch BB, Wood-Wentz CM, Therneau TM, Walker MG, Payne JM, Reeves RK. Factors predictive of survival and estimated years of life lost in the decade following nontraumatic and traumatic spinal cord injury. Spinal Cord. 2017;55:540–4.
New PW, Sundararajan V. Incidence of non-traumatic spinal cord injury in Victoria, Australia: a population-based study and literature review. Spinal Cord. 2008;46:406–11.
Craven BC, Balioussis C, Verrier M. The tipping point: perspectives on SCI rehabilitation service gaps in Canada. Int J Phys Med Rehabil. 2013;1:1–4.
Clark JM, Marshall R. Nature of the non-traumatic spinal cord injury literature: a systematic review. Top Spinal Cord Inj Rehabil. 2017;23:353–67.
New PW, Cripps RA, Bonne Lee B. Global maps of non-traumatic spinal cord injury epidemiology: towards a living data repository. Spinal Cord. 2014;52:97–109.
Chamberlain JD, Meier S, Mader L, von Groote PM, Brinkhof MW. Mortality and longevity after a spinal cord injury: systematic review and meta-analysis. Neuroepidemiology. 2015;44:182–98.
Biering-Sorensen F, DeVivo MJ, Charlifue S, Chen Y, New PW, Noonan V, et al. International spinal cord injury core data set (version 2.0)-including standardization of reporting. Spinal Cord. 2017;55:759–64.
Chamberlain JD, Gmunder HP, Hug K, Jordan X, Moser A, Schubert M, et al. Differential survival after traumatic spinal cord injury: evidence from a multi-center longitudinal cohort study in switzerland. Spinal Cord. 2018;56:920–930.
Post MW, Brinkhof MW, von Elm E, Boldt C, Brach M, Fekete C, et al. Design of the Swiss spinal cord injury cohort study. Am J Phys Med Rehabil. 2011;90 Suppl 2:S5–16.
Brinkhof MW, Fekete C, Chamberlain JD, Post MW, Gemperli A. Swiss national community survey on functioning after spinal cord injury: protocol, characteristics of participants and determinants of non-response. J Rehabil Med. 2016;48:120–30.
DeVivo MJ, Biering-Sorensen F, New P, Chen Y. Standardization of data analysis and reporting of results from the international spinal cord injury core data set. Spinal Cord. 2011;49:596–9.
Lesko CR, Edwards JK, Cole SR, Moore RD, Lau B. When to censor? Am J Epidemiol. 2018;187:623–32.
Roysten P, Lambert PC. Flexible parametric survival analysis using stata: beyond the Cox model. College Station, Texas: Stata Press; 2011.
Jann B. Splitting time-span records with categorical time-varying covariates. Stata J. 2004;4:221–2.
Lambert PC, Roysten P. Further development of flexible parametric models for survival analysis. Stata J. 2009;9:265–90.
Royston P, Parmar MK. Restricted mean survival time: an alternative to the hazard ratio for the design and analysis of randomized trials with a time-to-event outcome. BMC Med Res Methodol. 2013;13:152.
Spratt M, Carpenter J, Sterne JA, Carlin JB, Heron J, Henderson J, et al. Strategies for multiple imputation in longitudinal studies. Am J Epidemiol. 2010;172:478–87.
Fortin CD, Voth J, Jaglal SB, Craven BC. Inpatient rehabilitation outcomes in patients with malignant spinal cord compression compared to other non-traumatic spinal cord injury: a population based study. J Spinal Cord Med. 2015;38:754–64.
New PW, Jackson T. The costs and adverse events associated with hospitalization of patients with spinal cord injury in Victoria, Australia. Spine (Phila Pa 1976). 2010;35:796–802.
New PW, Guilcher SJT, Jaglal SB, Biering-Sorensen F, Noonan VK, Ho C. Trends, challenges, and opportunities regarding research in non-traumatic spinal cord dysfunction. Top Spinal Cord Inj Rehabil. 2017;23:313–23.
Mak KS. Incidence and treatment patterns in hospitalizations for malignant spinal cord compression in the united states, 1998-2006. INJROBP. 2010;80:824–831.
Guilcher SJ, Parsons D, Craven BC, Jaglal SB, Verrier M. Developing quality of care indicators for patients with traumatic and non-traumatic spinal cord injury (SCI): a feasibility study using administrative health data. J Spinal Cord Med. 2015;38:765–76.
New PW. Non-traumatic spinal cord injury: what is the ideal setting for rehabilitation? Aust Health Rev. 2006;30:353–61.
Chamberlain JD, Ronca E, Brinkhof MW. Estimating the incidence of traumatic spinal cord injuries in switzerland: using administrative data to identify potential coverage error in a cohort study. Swiss Med Wkly. 2017;147:1–16.
Ronen J, Goldin D, Bluvshtein V, Fishel B, Gelernter I, Catz A. Survival after nontraumatic spinal cord lesions in Israel. Arch Phys Med Rehabil. 2004;85:1499–502.
Austin PC. An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivar Behav Res. 2011;46:399–424.
Acknowledgements
This study has been financed in the framework of the Swiss Spinal Cord Injury Cohort Study (SwiSCI, www.swisci.ch), supported by the Swiss Paraplegic Foundation. The members of the SwiSCI Steering Committee are: Xavier Jordan, Bertrand Léger (Clinique Romande de Réadaptation, Sion); Michael Baumberger, Hans Peter Gmünder (Swiss Paraplegic Center, Nottwil); Armin Curt, Martin Schubert (University Clinic Balgrist, Zürich); Margret Hund-Georgiadis, Kerstin Hug (REHAB Basel, Basel); Thomas Troger (Swiss Paraplegic Association, Nottwil); Daniel Joggi (Swiss Paraplegic Foundation, Nottwil); Hardy Landolt (Representative of persons with SCI, Glarus); Nadja Münzel (Parahelp, Nottwil); Mirjam Brach, Gerold Stucki (Swiss Paraplegic Research, Nottwil); Christine Fekete (SwiSCI Coordination Group at Swiss Paraplegic Research, Nottwil). JDC was supported by a grant from the Swiss National Science Foundation (Grant #166603 - http://p3.snf.ch/project-166603).
Author contributions
AB and MWGB were responsible for designing and planning the conceptual framework of the present study. MWGP and JDC further provided statistical support in addition to contributing critical feedback on the manuscript. HPG, KH, XJ, and MS provided clinical support, feedback on the manuscript, and support in data collection at their respective clinics. AB was responsible for data analysis, interpretation, and development of the present manuscript.
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Buzzell, A., Chamberlain, J.D., Gmünder, H.P. et al. Survival after non-traumatic spinal cord injury: evidence from a population-based rehabilitation cohort in Switzerland. Spinal Cord 57, 267–275 (2019). https://doi.org/10.1038/s41393-018-0212-x
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DOI: https://doi.org/10.1038/s41393-018-0212-x
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