The risk of incomplete functional recovery and sustained disability in patients treated in an integrated stroke unit
Abstract
Objective – to identify factors that are associated with incomplete functional recovery or sustained disability in patients managed at a Comprehensive Stroke Unit (CSU).
Materials and methods. We included 764 patients (41.7 % of women) aged from 20 to 95 years (median – 66 years, interquartile interval 57–75 years), who were in period from 2010 to 2018 admitted to our Stroke Center (SC) operating as a CSU. Upon admission all participants were examined by a Neurologist. Work-up and treatment were in line with recommendations of clinical guidelines. Ischemic stroke was diagnosed in 80.5 % of the patients, hemorrhagic stroke – in 19.5 %. Univariate and multivariate analyses were performed. The functional state was assessed using a modified Rankin scale (MRS). We The considered that the desired outcome was achieved if, at the time of discharge from the hospital, the initial MRS score decreased by ≥ 2 or reached ≤ 2.
Results. The baseline NIHSS score ranged from 0 to 39 (median – 10, interquartile interval 6–17). 17.5 % of patients were admitted to our SC in the 1st day, 19.0 % – between 2 and 7 days, 7.5 % –
between 8 and 14 days, 14.7 % – between 15 and 30 days, 10.3 % – between 31 and 60 days,
13.0 % – between 61 and 180 days, and 18.0 % – later than 180 days after the stroke onset. According to the univariate analysis, the risk of not achieving the desired outcome was associated with many factors: stroke type and subtype, the patient’s age, time delay before SC admission, the initial severity of stroke, cognitive impairment, limitations of mobility and ADLs, the presence and severity of certain types of neurological deficit, in addition to certain vascular risk factors (atrial fibrillation, smo-
king) and signs of inflammation (increased erythrocyte sedimentation rate and C-reactive protein) on admission. Multivariate analysis revealed 4 independent predictors that are strongly associated with the lack of the desired functional outcome: patient age (odds ratio (OR) – 1.03, on average, for each additional year), initial stroke severity (after adjustment to the rest of factors, OR – 1.05, on average, for each additional point of the baseline NIHSS score), global disability on admission (OR – 2.3, on average for each point of the initial MRS score) and the time from stroke onset to the SC admission (compared with a shorter delay, OR – 3.3–4.2, if the patient was hospitalized between 15 and 180 days from the onset, OR – 9.2 if admitted later than 6 months after the onset). The area under the curve of operational characteristics – 0.92 (95 % CI 0.89–0.94) proved the excellent quality of the prediction model and the strong link of this set of factors to the risk of incomplete functional recovery at the time of discharge.
Conclusions. According to the results of univariate analysis, the risk of incomplete functional recovery and sustained disability after treatment is associated with a wide range of factors, such as stroke type and subtype, severity of neurological and cognitive deficit, activities limitations, certain risk factors and laboratory abnormalities. Multivariate analysis identified 4 independent predictors of sustained disability, which may help us better predict the length of stay and the outcome of treatment.
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References
GBD 2016 Causes of Death Collaborators. Global, regional, and national age-sex specific mortality for 264 causes of death, 1980–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017 Sep 16; 390(10100):1151-210. doi: https://doi.org/10.1016/S0140-6736(17)32152-9.
GBD 2016 DALYs and HALE Collaborators. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the global burden of disease study 2016. Lancet. 2017 Sep 16; 390(10100):1260-344. doi: https://doi.org/10.1016/S0140-6736(17)32130-X.
Feigin VL, Norrving B, Mensah GA. Global Burden of Stroke. Circ Res. 2017 Feb 3;120(3):439-48. doi: 10.1161/CIRCRESAHA.116.308413.
Béjot Y, Bailly H, Durier J, Giroud M. Epidemiology of stroke in Europe and trends for the 21st century. PresseMed. 2016 Dec;45(12 Pt 2):e391-8. doi: 10.1016/j.lpm.2016.10.003.
Wolfe CDA. The impact of stroke. Br Med Bull. 2000; 56:275-86.
Wahlgren N, Ahmed N, Davalos A, et al. Thrombolysis with alteplase for acute ischaemic stroke in the Safe Implementation of Thrombolysis in Stroke-Monitoring Study (SITS-MOST): an observational study. Lancet. 2007; 369:275-82.
Olesen J, Leonardi M. The burden of brain diseases in Europe. Eur J Neurol. 2003;10:471-7.
Carmo JF, Morelato RL, Pinto HP, Oliveira ERA. Disability after stroke: a systematic review. Fisioter Mov, Curitiba. 2015 Apr-June;28(2):407-18. doi: http://dx.doi.org.10.1590/0103-5150.028.002.AR02
Rankin J. Cerebral vascular accidents in patients over the age of 60. II. Prognosis. Scott Med J. 1957;2:200-15.
De Hann R, Limburg M, Bossuyt P, van der Meulen J, Aaronson N. The clinical meaning of Rankin ‘Handicap’ grade after stroke. Stroke 1995 Nov;26(11):2027-30.
Kwon S, Hartzema AG, Duncan PW, Min-Lai S. Disability measures in stroke: relationship among the Barthel Index, the Functional Independence Measure, and the Modified Rankin Scale. Stroke. 2004 Apr;35(4):918-23.
Quinn TJ, Dawson J, Walters MR, Lees KR. Exploring the reliability of the modified Rankin Scale. Stroke. 2009;40:762-6.
Kwakkel G, Lannin NA, Borschmann K, et al. Standardized measurement of sensorimotor recovery in stroke trials: Consensus-based core recommendations from the Stroke Recovery and Rehabilitation Roundtable. Int J Stroke. 2017 Jul;12(5):451-61. doi: 10.1177/1747493017711813.
Kasner SE. Clinical interpretation and use of stroke scales. Lancet. Neurol. 2006 Jul;5(7):603-12.
Quinn TJ, Dawson J, Walters MR, Lees KR. Functional outcome measures in contemporary stroke trials. Int J Stroke. 2009 Jun;4(3):200-5. doi: 10.1111/j.1747-4949.2009.00271.x.
Balu S. Differences in psychometric properties, cut-off scores, and outcomes between the Barthel Index and Modified Rankin Scale in pharmacotherapy-based stroke trials: systematic literature review. Curr Med Res Opin. 2009 Jun;25(6):1329-41. doi: 10.1185/03007990902875877.
Quinn TJ, Dawson J, Walters MR, Lees KR. Reliability of the modified Rankin Scale: a systematic review. Stroke. 2009 Oct;40(10):3393-5. doi: 10.1161/STROKEAHA.109.557256.
Dromerick AW, Edwards DF, Diringer MN. Sensitivity to changes in disability after stroke: a comparison of four scales useful in clinical trials. J Rehabil Res Dev. 2003 Jan-Feb;40(1):1-8.
Huybrechts KF, Caro JJ, Xenakis JJ, Vemmos KN. The prognostic value of the modified Rankin Scale score for long-term survival after first-ever stroke. Cerebrovasc Dis. 2008;26(4):381-7. doi: 10.1159/000151678.
Lai SM, Duncan PW. Stroke recovery profile and the Modified Rankin assessment. Neuroepidemiology. 2001 Feb;20(1):26-30.
Weimar C, Kurth T, Kraywinkel K, et al. Assessment of functioning and disability after ischemic stroke. Stroke. 2002; 33:2053-9.
Guliaieva M, Flomin Y, Gulyayev D. Stroke Center at “Oberig” Clinic: 5 years of effective fight against stroke (Ukrainian). Sudynni Zahvoriuvannya Holovnoho Mozku (Ukrainian). 2015; 3-4:54-56.
Petrie A, Sabin C. Medical Statistics at a Glance. 3rd ed. Oxford, UK: Wiley-Blackwell, 2009. 180 p.
Hurjanov VG, Lyakh YE, Pariy VD, et al. Biostatistics Manual. Medical Research Analysis in EZR (R–statistics) (Ukrainian). Kyiv: Vistka, 2018. 208 p.
De Haan EH, Nys GM, Van Zandvoort MJV. Cognitive function following stroke and vascular cognitive impairment. Curr Opin Neurol. 2006 Dec;19(6):559-64.
Teasel R, McRae M, Foley N, Bhardwaj A. The incidence and consequences of falls in stroke patients during inpatient rehabilitation: factors associated with high risk. Arch Phys Med Rehab. 2002;83:329-33.
Whyte EM, Mulsant BH. Post-stroke depression: epidemiology, pathophysiology, and biological treatment. Biol Psychiatry. 2002;52;253-64.
Barak S, Duncan PW. Issues in selecting outcome measures to assess functional recovery after stroke. Neuro Rx. 2006 Oct;3(4):505-24.
Hallevi H, Albright KC, Martin-Schild SB, Barreto AD, Morales MM, Bornstein N; VISTA investigators. Recovery after ischemic stroke: criteria for good outcome by level of disability at day 7. Cerebrovasc Dis. 2009;28(4):341-8. doi: 10.1159/000229552.
Hardie K, Hankey GJ, Jamrozik K, Broadhurst RJ, Anderson C. Ten-year risk of first recurrent stroke and disability after first-ever stroke in the Perth Community Stroke Study. Stroke. 2004;35(3):731-5.
Starosta M, Redlicka J, Brzeziański M, Niwald M, Miller E. [Brain stroke – risk of disability and possibilities of improvment in motor and cognitive functioning]. [Article in Polish] Pol Merkur Lekarski. 2016 Jul 29;41(241):39-42.
Yang Y, Shi YZ, Zhang N, et al. The disability rate of 5-year post-stroke and its correlation factors: A national survey in China. PLoS One. 2016 Nov 8;11(11):e0165341. doi: 10.1371/journal.pone.0165341.
Petrea RE, Beiser AS, Seshadri S, et al. Gender differences in stroke incidence and poststroke disability in the Framingham heart study. Stroke. 2009;40(4):1032-7.

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