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Liu Y, Li T, Ding L, Cai Z, Nie S. A predictive model for social participation of middle-aged and older adult stroke survivors: the China Health and Retirement Longitudinal Study. Front Public Health 2024; 11:1271294. [PMID: 38283296 PMCID: PMC10810982 DOI: 10.3389/fpubh.2023.1271294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 12/29/2023] [Indexed: 01/30/2024] Open
Abstract
Objective This study aims to develop and validate a prediction model for evaluating the social participation in the community middle-aged and older adult stroke survivors. Methods The predictive model is based on data from the China Health and Retirement Longitudinal Study (CHARLS), which focused on individuals aged 45 years or older. The study utilized subjects from the CHARLS 2015 and 2018 wave, eighteen factors including socio-demographic variables, behavioral and health status, mental health parameters, were analyzed in this study. To ensure the reliability of the model, the study cohort was randomly split into a training set (70%) and a validation set (30%). The Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis was used to identify the most effective predictors of the model through a 10-fold cross-validation. The logistic regression model was employed to investigate the factors associated with social participation in stroke patients. A nomogram was constructed to develop a prediction model. Calibration curves were used to assess the accuracy of the nomogram model. The model's performance was evaluated using the area under the curve (AUC) and decision curve analysis (DCA). Result A total of 1,239 subjects with stroke from the CHARLS database collected in 2013 and 2015 wave were eligible in the final analysis. Out of these, 539 (43.5%) subjects had social participation. The model considered nineteen factors, the LASSO regression selected eleven factors, including age, gender, residence type, education level, pension, insurance, financial dependence, physical function (PF), self-reported healthy,cognition and satisfaction in the prediction model. These factors were used to construct the nomogram model, which showed a certain extent good concordance and accuracy. The AUC values of training and internal validation sets were 0.669 (95%CI 0.631-0.707) and 0.635 (95% CI 0.573-0.698), respectively. Hosmer-Lemeshow test values were p = 0.588 and p = 0.563. Calibration curves showed agreement between the nomogram model and actual observations. ROC and DCA indicated that the nomogram had predictive performance. Conclusion The nomogram constructed in this study can be used to evaluate the probability of social participation in middle-aged individuals and identify those who may have low social participation after experiencing a stroke.
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Affiliation(s)
- Yan Liu
- Department of Nursing, Renmin Hospital of Wuhan University, Wuhan, China
| | - Tian Li
- Department of Coronary Heart Disease, Renmin Hospital of Wuhan University, Wuhan, China
| | - Linlin Ding
- School of Nursing, Hubei University of Chinese Medicine, Wuhan, China
| | - ZhongXiang Cai
- Department of Nursing, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shuke Nie
- Department of Neurology, Renmin Hospital of Wuhan University, Wuhan, China
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Rahmatian A, Karbasfrushan A, Modara F. Relationship Between Pain and Disability Among Stroke Patients. Anesth Pain Med 2023; 13:e136330. [PMID: 38021327 PMCID: PMC10664167 DOI: 10.5812/aapm-136330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/08/2023] [Accepted: 04/12/2023] [Indexed: 12/01/2023] Open
Abstract
Background Stroke is prevalent in Iran, and its complications can decline patients' quality of life and psychological state. Objectives This study aimed to investigate the relationship between pain following stroke (PFS) and disability in stroke patients. Methods The current case-control study was conducted on 184 stroke patients (92 cases and 92 controls). Data collection tools included a demographic questionnaire, the Visual Analog Scale (VAS), and the Disabilities of the Arm Shoulder and Hand (DASH) questionnaire. Based on the medical files of all patients with stroke, eligible ones were invited to participate in the study via phone calls. The collected data were then analyzed. Results The disability rate was higher in the case group of patients with a history of hemorrhagic stroke, smoking, stroke, and diabetes (P < 0.05). The mean ± SD age was 72.45 (11.54). Also, the level of disability in patients increased with age (P = 0.000). The mean ± SD disability score was 78.63 (6.92) in patients with PFS and 54.9 (10.87) in patients without PFS. Also, R = 0.795 and R2= 0.631 indicated the significance of disability severity in patients with PFS. Conclusions The prevalence of disability was higher in patients with higher PFS levels. Hence, drug interventions or rehabilitation programs can be used to reduce the disability of stroke patients.
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Affiliation(s)
- Aryoobarzan Rahmatian
- School of Medicine, Shahid Mostafa Khomaeini Hospital, Ilam University of Medical Sciences, Ilam, Iran
| | - Ali Karbasfrushan
- Department of Anesthesiology, School of Medicine, Imam Khomeini Hospital, Imam Reza Hospital, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Farhad Modara
- School of Medicine, Shahid Mostafa Khomaeini Hospital, Ilam University of Medical Sciences, Ilam, Iran
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Tynterova A, Perepelitsa S, Golubev A. Personalized Neurophysiological and Neuropsychological Assessment of Patients with Left and Right Hemispheric Damage in Acute Ischemic Stroke. Brain Sci 2022; 12:brainsci12050554. [PMID: 35624940 PMCID: PMC9139366 DOI: 10.3390/brainsci12050554] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/12/2022] [Accepted: 04/23/2022] [Indexed: 02/04/2023] Open
Abstract
The leading factors of post-stroke disability are motor disorders and cognitive dysfunctions. The aim of the study was to identify and provide a rationale for the variable early cognitive dysfunction in right and left hemispheric damage in patients with acute stroke. The study included 80 patients diagnosed with ischemic stroke. All patients were assessed for cognitive status, depression, fatigue and anxiety. For objectification, the method of evoked potentials (P300) and neuroimaging were used. Our findings revealed distinguishing features of cognitive dysfunction and identified a combination of the most informative markers characteristic of right and left hemispheric damage in patients with acute ischemic stroke. In patients with damage to the left hemisphere, a predominance of dysregulation syndrome (decrease in executive function and attention) was revealed, accompanied by various disorders such as severe anxiety and fatigue. The causes of this cognitive dysfunction may be directly related to stroke (damage to subcortical structures), as well as to a preexisting reduction in higher mental functions associated with age and vascular conditions. Cognitive impairments in patients with lesions of the right hemisphere were characterized by polymorphism and observed in the mental praxis, speech (with predominant semantic component) and abstract thinking domains. They are closely linked to each other and are more related to the lateralization of the lesion and preexisting neurodegeneration than to the localization of the ischemic lesion. The study of P300-evoked potentials is a good tool for confirming cognitive dysfunction. The latent period of the P300 wave is more sensitive to neurodegeneration, while the amplitude factor characterizes vascular pathology to a greater extent. The results of the study provide a rationale for a comprehensive assessment of lateralization, stroke localization, underlying diseases, neurophysiological parameters and identified cognitive impairments when developing a plan of rehabilitation and neuropsychological measures aimed at cognitive and emotional recovery of patients both in the acute phase of ischemic stroke and when selecting further personalized rehabilitation programs.
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Affiliation(s)
- Anastasia Tynterova
- Immanuel Kant Baltic Federal University, 14 Alexander Nevsky St., 236041 Kaliningrad, Kaliningrad Oblast, Russia;
- Correspondence:
| | - Svetlana Perepelitsa
- Immanuel Kant Baltic Federal University, 14 Alexander Nevsky St., 236041 Kaliningrad, Kaliningrad Oblast, Russia;
- V. A. Negovsky Research Institute of General Reanimatology, Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, 25 Petrovka Str., Build. 2, 107031 Moscow, Moskovskaya Oblast, Russia;
| | - Arкady Golubev
- V. A. Negovsky Research Institute of General Reanimatology, Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, 25 Petrovka Str., Build. 2, 107031 Moscow, Moskovskaya Oblast, Russia;
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Ryan NP, Greenham M, Gordon AL, Ditchfield M, Coleman L, Cooper A, Crowe L, Hunt RW, Monagle P, Mackay MT, Anderson V. Social Cognitive Dysfunction Following Pediatric Arterial Ischemic Stroke: Evidence From a Prospective Cohort Study. Stroke 2021; 52:1609-1617. [PMID: 33827249 DOI: 10.1161/strokeaha.120.032955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Nicholas P Ryan
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,School of Psychology, Deakin University, Geelong, Australia (N.P.R.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.)
| | - Mardee Greenham
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.)
| | - Anne L Gordon
- Paediatric Neuroscience Department, Evelina London Children's Hospital, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom (A.L.G.).,Department of Population Health Sciences, Kings College London, United Kingdom (A.L.G.)
| | - Michael Ditchfield
- Paediatric Imaging, Monash Children's Hospital, Melbourne, Australia (M.D.).,Department of Radiology and Paediatrics, Monash University, Melbourne, Australia (M.D.)
| | - Lee Coleman
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Medical Imaging (L.C.), The Royal Children's Hospital, Melbourne, Australia
| | - Anna Cooper
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.)
| | - Louise Crowe
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.)
| | - Rod W Hunt
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.).,Department of Neonatal Medicine (R.W.H.), The Royal Children's Hospital, Melbourne, Australia
| | - Paul Monagle
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.).,Department of Haematology (P.M.), The Royal Children's Hospital, Melbourne, Australia
| | - Mark T Mackay
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.).,Department of Neurology (M.T.M.), The Royal Children's Hospital, Melbourne, Australia
| | - Vicki Anderson
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia (N.P.R., M.G., L.C., A.C, L.C., R.W.H., P.M., M.T.M., V.A.).,Department of Paediatrics, The University of Melbourne, Australia (N.P.R., A.C., R.W.H., P.M., M.T.M., V.A.).,Department of Psychology (V.A.), The Royal Children's Hospital, Melbourne, Australia
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Khramov VV, Kogaeva KP, Arkhipova LU, Alekseeva VO, Lukyanova MI. Effectiveness of post-stroke social rehabilitation in patients with moderate impairments. BULLETIN OF RUSSIAN STATE MEDICAL UNIVERSITY 2021. [DOI: 10.24075/brsmu.2021.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The importance of post-stroke rehabilitation cannot be overestimated. The aim of this study was to assess the effectiveness of a standardized post-stroke rehabilitation program for patients with moderate impairments. A total of 122 stroke survivors participated in the study. Group 1 (the comparison group) consisted of 59 patients undergoing standard rehabilitation. Group 2 (the main group) consisted of 63 patients participating in a specially designed social rehabilitation program. The functional, cognitive, psychological and emotional states and the level of social activity were monitored for 6 months. Group 2 demonstrated more pronounced improvement than group 1 after 6 months of follow-up, confirmed by higher Rivermead (p = 0.011) and SS-QOL (p < 0.05) scores and lower DASH and Beck scores (p = 0.015 and p < 0.001, respectively). In both groups, MMSE (cognitive function) scores slightly increased, but the differences between the groups were insignificant. The proposed post-stroke rehabilitation program is effective in helping patients regain their independence and improve social adaptation. The scales and scores used in the study, especially DASH and SS-QOL, are sensitive to changes in the functional state of stroke survivors with moderate impairments.
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Affiliation(s)
- VV Khramov
- Saratov State Medical University, Saratov, Russia
| | - KP Kogaeva
- Saratov State Medical University, Saratov, Russia
| | - LU Arkhipova
- Saratov State Medical University, Saratov, Russia
| | - VO Alekseeva
- Saratov State Medical University, Saratov, Russia
| | - MI Lukyanova
- Saratov State Medical University, Saratov, Russia
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O'Connell K, Marsh AA, Edwards DF, Dromerick AW, Seydell-Greenwald A. Emotion recognition impairments and social well-being following right-hemisphere stroke. Neuropsychol Rehabil 2021; 32:1337-1355. [PMID: 33615994 PMCID: PMC8379297 DOI: 10.1080/09602011.2021.1888756] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Accurately recognizing and responding to the emotions of others is essential for proper social communication and helps bind strong relationships that are particularly important for stroke survivors. Emotion recognition typically engages cortical areas that are predominantly right-lateralized including superior temporal and inferior frontal gyri - regions frequently impacted by right-hemisphere stroke. Since prior work already links right-hemisphere stroke to deficits in emotion recognition, this research aims to extend these findings to determine whether impaired emotion recognition after right-hemisphere stroke is associated with worse social well-being outcomes. Eighteen right-hemisphere stroke patients (≥6 months post-stroke) and 21 neurologically healthy controls completed a multimodal emotion recognition test (Geneva Emotion Recognition Test - Short) and reported engagement in social/non-social activities and levels of social support. Right-hemisphere stroke was associated with worse emotion recognition accuracy, though not all patients exhibited impairment. In line with hypotheses, emotion recognition impairments were associated with greater loss of social activities after stroke, an effect that could not be attributed to stroke severity or loss of non-social activities. Impairments were also linked to reduced patient-reported social support. Results implicate emotion recognition difficulties as a potential antecedent of social withdrawal after stroke and warrant future research to test emotion recognition training post-stroke.
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Affiliation(s)
- Katherine O'Connell
- Interdisciplinary Program in Neuroscience, Georgetown University, Washington, DC, USA
| | - Abigail A Marsh
- Department of Psychology, Georgetown University, Washington, DC, USA
| | - Dorothy Farrar Edwards
- Department of Kinesiology and Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Alexander W Dromerick
- MedStar National Rehabilitation Hospital, Washington, DC, USA.,Center for Brain Plasticity and Recovery, Georgetown University Medical Center, Washington, DC, USA
| | - Anna Seydell-Greenwald
- Center for Brain Plasticity and Recovery, Georgetown University Medical Center, Washington, DC, USA
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Maggio MG, Maresca G, Stagnitti MC, Anchesi S, Casella C, Pajno V, De Luca R, Manuli A, Calabrò RS. Social cognition in patients with acquired brain lesions: An overview on an under-reported problem. APPLIED NEUROPSYCHOLOGY-ADULT 2020; 29:419-431. [PMID: 32301351 DOI: 10.1080/23279095.2020.1753058] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Social cognition (SC) consists of mental representations of interpersonal relationships, which are used flexibly by the individual to promote functional social behaviors and achieve the goals. SC is a multidimensional construct and is supported by the activity of distributed neural networks in which different cortical and subcortical regions of the brain are involved. The review aims to evaluate the current literature on SC taking into account how it is compromised in acquired brain injury. Studies performed between 2010 and 2019 and fulfilling the selected criteria were searched on PubMed, Scopus, Cochrane and Web of Sciences databases. Impairment of SC is a neglected but common consequence of ABI, often leading to disordered interpersonal functioning and poor regulation of personal behavior with impaired social adaptation and quality of life of both the patient and his/her family. This review supports the idea that SC could have an important role in the management of neurological patients by both clinicians and caregivers.
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