Abstract
Background
Post-stroke fatigue (PSF) is one of the most common complications of stroke and has a negative impact on quality of life over time. Although several therapeutic approaches have been explored in the last decade, the risk factors responsible for the occurrence of PSF are still largely unknown.
Objective
The aim of this meta-analysis was to identify the risk factors contributing to PSF, especially clinical and social risk factors, which may help to prevent PSF.
Methods
A systematic literature search was performed with PubMed, EMBASE, Cochrane Library, and Web of Science databases from inception until April 2019. Only original studies measuring the association between potential risk factors and PSF were included. All relevant data the included studies were extracted by two independent reviewers using predefined data fields.
Results
Fourteen studies (n = 3933) were included in this meta-analysis. Female (OR = 1.39; p < 0.01), thalamus (OR = 1.76; p = 0.02), leucoaraiosis (OR = 1.73; p < 0.01), NIHSS score (OR = 1.16; p < 0.01), modified Rankin Scale (OR = 1.63; p < 0.01), depression (OR = 1.75; p < 0.01), and sleeping disturbances (OR = 2.01; p < 0.01) were all significantly associated with PSF. In the subgroup analysis, depression (OR = 2.75; p < 0.01) tended to be associated with Asian patients with PSF. For patients who had a stroke survive for more than half a year, PSF was more likely to occur in stroke survivors with depression (OR = 1.46; p < 0.01), anxiety (OR = 1.13; p < 0.01), or sleeping disturbances (OR = 1.98; p < 0.01).
Conclusion
Despite some limitations, this study first identified that female and depression conferred an increased susceptibility to PSF, regardless of whether in European or Asian populations. Risk factors associated with PSF included female, thalamic, leucoaraiosis, depression, sleeping disturbances, diabetes mellitus, and anxiety. This meta-analysis shows that chronic PSF appears to be largely attributable to patients with multiple comorbidities. It is necessary to strengthen the treatment for stroke-related complications and improve stroke patient care, which could help to reduce the incidence of PSF.
Trial registration
CRD42019128751
Similar content being viewed by others
References
Mukherjee D, Patil C (2011) Epidemiology and the global burden of stroke. World Neurosurg 76:S85–S90
Choi-Kwon S, Kim JS (2011) Poststroke fatigue: an emerging, critical issue in stroke medicine. Int J Stroke 6:328–336
Morley W, Jackson K, Mead GE (2005) Post-stroke fatigue: an important yet neglected symptom. Age Ageing 34:313–313
Ingles JL, Eskes GA, Phillips SJ (1999) Fatigue after stroke. Arch Phys Med Rehabil 80:173–178
Jaracz K, Mielcarek (2007) Clinical and psychological correlates of poststroke fatigue. Preliminary results. Neurol Neurochir Pol 41:36–43
Maaijwee NAMM, Arntz RM, Rutten-Jacobs LCA et al. Post-stroke fatigue and its association with poor functional outcome after stroke in young adults[J]. Journal of Neurology, Neurosurgery & Psychiatry, 2014:jnnp-2014-308784
Annoni J, Staub F, Bogousslavsky J, Brioschi AJNS (2008), Frequency, characterisation and therapies of fatigue after stroke. 29:244–246
Jaracz K, Mielcarek L, Kozubski W (2007) Clinical and psychological correlates of poststroke fatigue. Preliminary results [J] 41(1):36–43
De Groot MH, Phillips SJ, Eskes GA (2003) Fatigue associated with stroke and other neurologic conditions: implications for stroke rehabilitation[J]. Arch Phys Med Rehabil 84(11):1714–1720
Duncan F, Wu S, Mead GE (2012) Frequency and natural history of fatigue after stroke: a systematic review of longitudinal studies. J Psychosom Res 73:18–27
Lerdal A, Bakken LN, Kouwenhoven SE, Pedersen G, Kirkevold M, Finset A, Kim HS (2009) Poststroke fatigue--a review. J Pain Symptom Manag 38:928–949
White JH (2012) Exploring the experience of post-stroke fatigue in community dwelling stroke survivors: a prospective qualitative study. Disabil Rehabil 34:1376–1384
Glader E-L, Stegmayr B, Asplund K (2002) Poststroke fatigue: a 2-year follow-up study of stroke patients in Sweden. Stroke 33:1327–1333
Nadarajah M, Goh H-T (2015) Post-stroke fatigue: a review on prevalence, correlates, measurement, and management. Top Stroke Rehabil 22:208–220
Ponchel A, Bombois S, Bordet R, Henon HJSR (2015) Factors associated with poststroke fatigue: a systematic review. Stroke Res Treat 347920–347920
Tang W-K, Lu J-Y, Mok V, Ungvari GS, Wong K-S (2011) Is fatigue associated with suicidality in stroke? Arch Phys Med Rehabil 92:1336–1338
Cumming TB, Packer M, Kramer SF, English C (2016) The prevalence of fatigue after stroke: a systematic review and meta-analysis. Int J Stroke 11:968–977
Tang WK, Chen YK, Liang HJ, Chu WC, Mok VC, Ungvari GS, Wong KS (2014) Subcortical white matter infarcts predict 1-year outcome of fatigue in stroke. BMC Neurol 14:234–234
Blaauw E, Arensman E, Kraaij V, Winkel FW, Bout R (2002) Traumatic life events and suicide risk among jail inmates: the influence of types of events, time period and significant others. J Trauma Stress 15:9–16
Moos RH, Brennan PL, Schutte KK, Moos BS (2006) Older adults' coping with negative life events: common processes of managing health, interpersonal, and financial/work stressors. Int J Aging Hum Dev 62:39–59
Wu S, Mead G, Macleod M, Chalder T (2015) Model of understanding fatigue after stroke. Stroke 46:893–898
van Eijsden HM, van de Port IGL, Visser-Meily JMA, Kwakkel G (2012) Poststroke fatigue: who is at risk for an increase in fatigue? Stroke Research and Treatment 2012:1–8
van de Port IGL, Kwakkel G, Schepers VPM, Heinemans CTI, Lindeman E (2007) Is fatigue an independent factor associated with activities of daily living, instrumental activities of daily living and health-related quality of life in chronic stroke? Cerebrovasc Dis 23:40–45
Barker-Collo S, Feigin VL, Dudley M (2007) Post stroke fatigue--where is the evidence to guide practice? N Z Med J 120:U2780
Sarfo FS, Berchie P, Singh A (2019) et al. Prevalence, trajectory, and predictors of poststroke fatigue among Ghanaians[J]. Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association 28(5):1353–1361
Naess H, Lunde L, Brogger J, Waje-Andreassen U (2012) Fatigue among stroke patients on long-term follow-up. The Bergen Stroke Study J Neurol Sci 312:138–141
Tang WK, Liang HJ, Chen YK, Chu WCW, Abrigo J, Mok VCT, Ungvari GS, Wong KS (2013) Poststroke fatigue is associated with caudate infarcts. J Neurol Sci 324:131–135
Hinkle JL, Becker KJ, Kim JS, Choi-Kwon S, Saban KL, McNair N, Mead GE (2017) Poststroke fatigue: emerging evidence and approaches to management: a scientific statement for healthcare professionals from the American Heart Association. Stroke 48:e159–e170
Mantero V, Scaccabarozzi C, Aliprandi A, Sangalli D, Rifino N, Filizzolo M, Russo C, Bolognini N, et al. (2020), NIHSS as predictor of clinical outcome at 6 months in patients with intracerebral hemorrhage. 41:717-719
Schepers VPM, Vissermeily A, Ketelaar M, Lindeman EJAoPM, Rehabilitation (2006), Poststroke fatigue : course and its relation to personal and stroke-related factors 87:184–188
Mead GE, Graham C, Dorman P (2011) Fatigue after stroke: baseline predictors and influence on survival. Analysis of data from UK patients recruited in the international stroke trial. PLoS ONE 6:e16988
Shi Y, Yang D, Zeng Y, Wu W (2017) Risk factors for post-stroke depression: a meta-analysis. Front Aging Neurosci 9:218–218
Jørgensen TSH, Wium-Andersen IK, Wium-Andersen MK, Jørgensen MB, Prescott E, Maartensson S, Kragh-Andersen P, Osler M (2016) Incidence of depression after stroke, and associated risk factors and mortality outcomes, in a large cohort of Danish patients. JAMA Psychiatry 73:1032–1040
Delva M, Delva I (2017) Neuroimaging characteristics and post-stroke fatigue within the FIRST 6 months after ischemic strokes. Georgian Med News 10:91–95
Staub F, Bogousslavsky, JJCD (2001), Fatigue after stroke: a major but neglected issue 12:75–81
Liu Y, Gong P, Sun H, Zhang S, Zhou J, Zhang YJNS (2019), Leukoaraiosis is associated with poor outcomes after successful recanalization for large vessel occlusion stroke 40:585–591
Wu S, Barugh A, Macleod M, Mead G (2014) Psychological associations of poststroke fatigue: a systematic review and meta-analysis. Stroke 45:1778–1783
Chen K, Marsh EB (2018) Chronic post-stroke fatigue: it may no longer be about the stroke itself. Clin Neurol Neurosurg 174:192–197
Donnellan C, Werring D (2020) Cognitive impairment before and after intracerebral haemorrhage: a systematic review. Neurol Sci 41(3):509–527
Tang WK, Liu XX, Chen YK, Abrigo J, Chu WCW, Mok VCT, Ungvari GS, Wong KS (2014) Cerebral microbleeds and fatigue in stroke. Eur Neurol 71:213–216
Ponchel A, Labreuche J, Bombois S, Delmaire C, Bordet R, Henon H (2016) Influence of medication on fatigue six months after stroke. Stroke Res Treat 2016:2410921
Chen YK, Qu JF, Xiao WM, Li WY, Weng HY, Li W, Liu YL, Luo GP, Fang XW, Ungvari GS, Xiang YT (2015) Poststroke fatigue: risk factors and its effect on functional status and health-related quality of life. Int J Stroke 10(4):506–512
Feigin VL, Barker-Collo S, Parag V, Hackett ML, Kerse N, Barber PA, Theadom A, Krishnamurthi R, Auckland Regional Community Stroke Study Group (2012) Prevalence and predictors of 6-month fatigue in patients with ischemic stroke: a population-based stroke incidence study in Auckland, New Zealand, 2002–2003. Stroke 43(10):2604–2609
Snaphaan L, van der Werf S, de Leeuw FE (2011) Time course and risk factors of post-stroke fatigue: a prospective cohort study. Eur J Neurol 18:611–617
Appelros P (2006) Prevalence and predictors of pain and fatigue after stroke: a population-based study. Int J Rehabil Res 29:329–333
Acknowledgments
We thank Xiangfei Li for helping to review the full-text articles for eligibility.
Funding
This work was supported by the Zhuweifeng Guangdong Provincial Famous Chinese Medicine Studio Construction Project (Guangdong Chinese Medicine Office 2018(5)), 2020 Major Project of Science and Technology Project of Guangdong Province Traditional Chinese Medicine Bureau (20203015), and Science and technology development plan of Shandong Province (2017G006021).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(PDF 1251 kb)
Rights and permissions
About this article
Cite this article
Zhang, S., Cheng, S., Zhang, Z. et al. Related risk factors associated with post-stroke fatigue: a systematic review and meta-analysis. Neurol Sci 42, 1463–1471 (2021). https://doi.org/10.1007/s10072-020-04633-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10072-020-04633-w