Obese Japanese Patients with Stroke Have Higher Functional Recovery in Convalescent Rehabilitation Wards: A Retrospective Cohort Study

Improved trunk muscle quality in patients with stroke increases improvements in activities of daily living

BACKGROUND

This study aimed to determine whether an increased trunk muscle quality index (TMQI) is associated with activities of daily living (ADL) in patients ≥ 65 years of age with cerebral infarction in a convalescent rehabilitation ward.

METHODS

This retrospective observational study included patients aged ≥ 65 years who were admitted for post-stroke rehabilitation in Okinawa, Japan, between May 2018 and December 2022. The TMQI was calculated at admission and discharge using bioelectrical impedance analysis. Patients were divided into two groups based on the change in the TMQI during hospitalization: increase-in-TMQI and no-increase-in-TMQI groups. Multiple regression analysis was employed to explore the impact of increased TMQI on functional independence measure (FIM) -motor gain.

RESULTS

We included a total of 315 patients (79.1 ± 7.9 years of age, 51.7% men) in our analyses. Over half (165 [52.4%]) of the patients exhibited an increase in TMQI scores, and 150 (47.6%) patients did not exhibit an increase. No significant difference was observed in motor FIM score and motor FIM gain at admission and discharge between the groups with and without increased TMQI. Increased TMQI was independently associated with increased FIM-motor gain (adjusted R2 = 0.340 and R2 = 0.357, coefficient = 1.736, 95% confidence interval: 0.52-2.95, P = 0.005).

CONCLUSIONS

The results of this study suggest that increased TMQI has a positive effect on the recovery of physical function in patients with stroke. Further prospective studies are needed to elucidate the relationship between increased TMQI and ADL.

Mobility and self-care outcomes in patients with a bariatric comorbidity during inpatient rehabilitation

OBJECTIVE

First, we describe the characteristics and functional outcomes of obese and bariatric patients in an inpatient rehabilitation facility (IRF). Second, we assessed differences in functional outcomes for bariatric, obese, and standard weight body mass index (BMI) groups. Third, we explored whether these characteristics differ between time periods and diagnostic groups.

DESIGN

A retrospective study comparing electronic medical record data collected in 2016 and 2018, using a repeated cross-sectional cohort design.

SETTING

IRF.

PARTICIPANTS

Individuals ≥18 years of age diagnosed with brain injury, medical complexity, general neurology, orthopedic, spinal cord injury (SCI), and stroke. Participants grouped as standard (BMI <30 kg/m2), obese (BMI 30-39 kg/m2), and bariatric (BMI ≥40 kg/m2) weights. (N = 2015 in 2016, N = 2768 in 2018.) INTERVENTIONS: Patients received standard inpatient rehabilitation. In 2018, clinicians had access to new weight-appropriate equipment.

MAIN OUTCOME MEASURES

Discharge destination; length of stay (LOS) by BMI group and medical diagnoses; item-specific functional independence measure (FIM) change scores.

RESULTS

Sixty-four percent to 67% of all BMI groups achieved a home discharge. The bariatric BMI group had a longer LOS (21 days) than the standard or obese groups. There was a significant interaction in a linear regression analysis between diagnosis and LOS, where LOS was longer in medically complex patients with bariatric BMI (19.3 days compared to 16.1 days) but shorter in bariatric patients with SCI (20.6 days) compared to standard weight patients (26.2 days). In 2018, the bariatric BMI group had greater average FIM change scores for bathing, lower body dressing, toilet transfers, and bed transfers.

CONCLUSIONS

Patient BMI is associated with LOS in the IRF, although affected by diagnosis. Patients with higher BMIs can make changes in specific individual motor FIM items. For patients with bariatric BMIs, FIM change scores were higher in 2018, possibly due to the use of equipment and facilities designed for higher weight capacities.

Correlation between trunk function improvement and recovery of activities of daily living after stroke in older adult patients

OBJECTIVES

To examine the impact of improved trunk function on activities of daily living in stroke patients using the Functional Independence Measure (FIM).

METHODS

This retrospective observational study was conducted on patients aged ≥ 65 years who had cerebral infarction. Patients were divided into a group with improved trunk function and a group without trunk function improvement based on the difference between the calculated Functional Assessment for Control of Trunk (FACT) gain at discharge and admission.

RESULTS

Of the 218 patients (mean age, 79.5 ± 7.9 years; 56.9% were men) included, 110 patients had improved FACT scores. Multiple linear regression analysis revealed that the group with improved FACT scores had higher FIM gain (coefficient = 7.562, 95% confidence interval = 3.870-11.253, P < 0.001). Multivariate logistic regression showed that the factors associated with FACT score improvement were the Mini Nutritional Assessment Short-Form score at admission, National Institutes of Health Stroke Scale score at admission, FACT score at admission, length of hospital stay, and period of rehabilitation.

DISCUSSIONS

Improvement in trunk function suggests a positive correlation with the recovery of activities of daily living in patients with cerebral infarction. This relationship should be further validated through prospective observational studies.

Measures for Identifying Malnutrition in Geriatric Rehabilitation: A Scoping Review

Malnutrition is a common condition in geriatric rehabilitation settings; however, the accuracy and predictive validity of the measures to identify malnutrition have not been established. The current scoping review followed the Joanna Briggs Institute's evidence synthesis manual and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Extension for Scoping Reviews checklist. Literature published through September 2023 was searched using MEDLINE and CINAHL. The inclusion criteria selected studies reporting malnutrition measures, which include static body weight and weight loss. Identified tools were classified as nutritional screening tools, nutritional assessment tools, or diagnostic criteria. The domains of each tool/criterion and their accuracy and predictive validity were extracted. Fifty-six articles fulfilled the inclusion criteria, and six nutritional screening tools, three nutritional assessment tools, and three diagnostic criteria for malnutrition were identified. These measures consisted of various phenotypes, e.g., weight loss, causes such as inflammation/disease, and risk factors of malnutrition, e.g., functional impairment. The predictive validity of nutritional screening tools (n = 6) and malnutrition diagnostic criteria (n = 5) were inconsistently reported, whereas those for nutritional assessment tools were scarce (n = 1). These findings highlight the need to distinguish the functional impairment of nutritional origin from that of non-nutritional origin in nutritional assessment procedures, and the need to study the accuracy and the predictive validity of these measures in geriatric rehabilitation patients.

Impact of rehabilitation dose on body mass index change in older acute patients with stroke: a retrospective observational study

Background

It is established that a low body mass index (BMI) correlates with a diminished home discharge rate and a decline in activities of daily living (ADL) capacity among elderly stroke patients. Nevertheless, there exists a paucity of knowledge regarding strategies to mitigate BMI reduction during the acute phase. This investigation seeks to elucidate the impact of rehabilitation dose, as determined by both physical and occupational therapy, on BMI alterations, positing that a heightened rehabilitation dose could thwart BMI decline.

Methods

This retrospective, observational study was conducted in the stroke unit of a university hospital. Enrollees comprised individuals aged ≥65 years, hospitalized for stroke, and subsequently relocated to rehabilitation facilities between January 2019 and November 2020. The percentage change in BMI (%ΔBMI) was calculated based on BMI values at admission and discharge. Multivariate multiple regression analysis was employed to ascertain the influence of rehabilitation dose on %ΔBMI.

Results

A total of 187 patients were included in the analysis, of whom 94% experienced a reduction in BMI during acute hospitalization. Following adjustment for sociodemographic and clinical factors, multivariable analyzes revealed a positive association between rehabilitation dose and %ΔBMI (β = 0.338, p < 0.001).

Conclusion

The findings of this study suggest that, in the context of acute stroke treatment, an augmented rehabilitation dose is associated with a diminished decrease in BMI.

Role of age and sex in the association between BMI and functional limitations in stroke patients: Cross-sectional analysis in three European and US cohorts

BACKGROUND

A U- or J-shaped association between BMI and different post-stroke outcomes is suggested. Thus, the aim is to evaluate the association between BMI with ADL, IADL and mobility limitations in the ageing post-stroke population at different ages, as well as the differences in this association by sex.

METHODS

A total of 5,468 participants with stroke and 21,872 without stroke over 50 years of age were assessed for the number of limitations in basic or instrumental activities of daily living (ADL/IADL) as well as mobility tasks. The association between BMI at the interview (continuous time-dependent variable) and the level of limitations was assessed using a linear mixed model stratified by sex and stroke status.

RESULTS

The association between BMI and ADL/IADL and mobility limitations were found to be significant in both men and women regardless of stroke status (p<0.001 for all). The association differs between those who have suffered a stroke and those who have not (p<0.001 for all). In ADL/IADL limitations, men with stroke showed a transition from an inverted J-shape to a U-shape association with age. In women, the BMI showed a less pronounced association between BMI and ADL/IADL limitations compared to men but with similar trends. A effect of sex was observed in the association between BMI and mobility, with women with and without stroke showing a linear association that differed from the inverted J-shaped or U-shaped association of men.

CONCLUSION

Our results suggest that BMI is associated with limitations in ADL, IADL and mobility in stroke patients. In addition, this association differs between men and women and is also influenced by age.

A U-shaped relationship between body mass index and functional recovery in older Japanese stroke survivors undergoing hospital rehabilitation

OBJECTIVE

A relationship between body mass index and functional recovery in older survivors of stroke is unclear. Therefore, this study aimed to investigate the association of body mass index with post-stroke functional recovery in older Japanese stroke survivors undergoing hospital rehabilitation.

METHODS

This was a multicenter retrospective observational study of 757 older survivors of stroke, from six convalescent rehabilitation hospitals in Japan. The participants were classified into seven categories according to body mass index at admission. The measurements included outcomes of the absolute gain in the motor subscale of the Functional Independence Measure. Poor functional recovery was defined as gain < 17 points. Multivariate logistic regression analysis was performed to examine the impact of these body mass index categories on poor functional recovery.

RESULTS

The mean motor gains were highest in the 23.5-25.4 kg/m2 group (28.1 points), and lowest in the < 17.5 kg/m2 group (220.0 points). The results of the multivariate regression analyses (reference; 23.5-25.4 kg/m2 group) showed that the < 17.5 kg/m2 group (odds ratios 4.30; 95 % confidence intervals 2.09-8.87), the 17.5-19.4 kg/m2 group (1.99; 1.03-3.87), the 19.5-21.4 kg/m2 group (1.93; 1.05-3.54), and the ≥ 27.5 kg/m2 group (3.34; 1.33-8.42) were significantly associated with poor functional recovery, but not in the other groups.

CONCLUSIONS

Older survivors of stroke with high-normal weight had the most favorable functional recovery among the seven groups. Meanwhile, both low and extremely high body mass indexes were associated with poor functional recovery.

Relationship between initial nutritional status and functional independence measures at discharge in subacute stroke

OBJECTIVE

This retrospective study examined the association between nutritional status at admission and functional independence measure (FIM™) at discharge.

MATERIALS AND METHODS

This study included 205 patients, aged ≥ 65, discharged from a convalescent ward between April 2017 and March 2018. The primary outcome was discharge FIM^TM, and the secondary outcomes were the length of stay (LOS) and FIM efficiency. The explanatory variables included demographic data, stroke type, admission FIM^TM, body mass index (BMI), controlling nutritional status (CONUT), and Geriatric Nutritional Risk Index (GNRI). Patients were divided into three groups based on BMI and GNRI scores and four groups based on the CONUT score. Univariate and multiple regression analyses were performed to predict discharge FIM^TM. Kruskal-Wallis and Dunn's tests were also performed for intergroup comparisons.

RESULTS

In the univariate analyses, age, sex, onset-to-admission interval, admission FIM^TM, GNRI, and BMI (all factors were p<0.001) were significant explanatory variables for discharge FIM^TM. In the multiple linear regression analysis, admission FIM^TM, LOS, age, and onset-to-admission interval were significant explanatory variables (adjusted R² = 0.791; p<0.001). Although those with poor nutritional status required a longer hospital stay, they achieved the same FIM gain as those without poor nutritional status.

CONCLUSIONS

Nutritional status on admission did not affect the FIM^TM at discharge in the convalescent ward. Patients with subacute stroke require adequate rehabilitation regardless of their nutritional status.

The Applicability of the ESPEN and EASO-Defined Diagnostic Criteria for Sarcopenic Obesity in Japanese Patients after Stroke: Prevalence and Association with Outcomes

Sarcopenic obesity is of growing research and clinical interest; however, validated diagnostic criteria are lacking. We therefore aimed to examine the prevalence of sarcopenic obesity as diagnosed by the criteria recently proposed by the European Society for Clinical Nutrition and Metabolism (ESPEN) and the European Association for the Study of Obesity (EASO), and its association with outcomes among patients after stroke. This study was based on a cohort of 760 Japanese patients after stroke admitted to a post-acute rehabilitation hospital. Sarcopenic obesity was diagnosed at admission according to the ESPEN and EASO criteria using reference values specific to Asians. Outcomes included the motor domain of the functional independence measure (FIM-motor) and the food intake level scale (FILS) at discharge. Multivariate linear regression models were used to assess the associations between sarcopenic obesity and outcomes. Among 760 patients (median age, 73 years; 352 women and 408 men), sarcopenic obesity was diagnosed in 34 patients (4.5%; 5.4% of women and 4.1% of men). In multivariate analyses, sarcopenic obesity was independently and negatively associated with FIM-motor (β = −0.048, p = 0.031) and FILS at discharge (β = −0.095, p = 0.046) in women. In contrast, in men, sarcopenic obesity showed an independent negative association with FIM-motor at discharge (β = −0.117, p < 0.001) but no statistically significant association with FILS at discharge (β = −0.004, p = 0.323). In conclusion, the prevalence of sarcopenic obesity diagnosed by the ESPEN and EASO-defined criteria was as low as 4.5% among Japanese patients after stroke. Furthermore, sarcopenic obesity was negatively associated with improvements in activities of daily living and dysphagia.

The Impact of Body Mass Index Classification on Outcomes After Stroke Rehabilitation: A Retrospective Study

ABSTRACT

With improving stroke mortality rates, more individuals are living with the consequences of stroke. Obesity is a known risk factor for stroke, but its effect on functional outcomes poststroke is less clear. The aim of this study was to determine the association between body mass index classification (underweight, normal weight, overweight, and obese) and functional outcomes, as measured by Functional Independence Measure change, Functional Independence Measure efficiency, and rehabilitation length of stay after inpatient stroke rehabilitation. A retrospective cohort study of individuals with a diagnosis of stroke admitted to a high-intensity inpatient rehabilitation program was performed. Patients were divided into 4 groups based on body mass index category using normal body mass index as the reference. Overall, 34 individuals (4.5%) were classified as underweight, 303 (40.1%) had body mass indices within the normal range, 269 (35.6%) were overweight, and 149 (19.7%) were obese. Ischemic stroke was the most common stroke type across all body mass index categories. Patients in the overweight and obese groups tended to be younger. There were no statistically significant differences in rehabilitation length of stay, Functional Independence Measure change, or Functional Independence Measure efficiency with all groups demonstrating significant functional improvements. Based on these findings, patients admitted for inpatient rehabilitation after stroke can be expected to make similar functional improvements regardless of BMI class.

Relationship of body mass index on activities of daily living in hospitalized patients with chronic obstructive pulmonary disease

BACKGROUND

Weight loss and low lean body mass in patients with chronic obstructive pulmonary disease (COPD) are associated with increased mortality; however, the association between body mass index (BMI) and physical ability remains undetermined. We aimed to investigate the effect of BMI on activities of daily living (ADL) in hospitalized patients with COPD.

METHODS

We used the Japan Medical Data Center's hospital-based database to extract data on hospitalized patients aged ≥ 20 years admitted for COPD between April 2014 and December 2018. The primary outcome was the presence or absence of deterioration in the Barthel Index score for ADLs at discharge compared with that at admission. Secondary outcomes were the length of hospital stay, readmission within 30 days, and the number of drugs administered on admission.

RESULTS

We identified 6529 patients with COPD from the Diagnosis Procedure Combination database, of which 3476 were analyzed (excluded: n = 5, ages < 20 years; n = 3048, missing entries). Barthel Index scores tended to decline in patients with BMI < 18.5 kg/m² (odds ratio, OR: 2.030, p < 0.001) and Hugh-Jones grade 4 (OR: 1.79, p = 0.05) and grade 5 (OR: 2.15, p = 0.01), but not in the obese group (p = 0.598). The low-weight group had a significantly longer hospital stay (p < 0.001) at 14 (8-25) days with greater readmissions within 30 days (6.3%, p < 0.001).

CONCLUSION

Low BMI is associated with lower Barthel Index scores, longer hospital stays, requiring readmissions within 30 days of discharge.

Impaired Nutritional Condition After Stroke From the Hyperacute to the Chronic Phase: A Systematic Review and Meta-Analysis

Background

Malnutrition is common after stroke and can affect rehabilitation and healthcare costs. A comprehensive overview of stroke patients' nutritional condition from the hyperacute to the chronic phase is lacking. This systematic review aimed to investigate the prevalence of impaired nutritional condition (INC) across the continuum of care in specific phases after stroke.

Methods

CAB ABSTRACTS, Embase, MEDLINE, were used to collect studies published between 01-01-1999 and 26-08-2020. Primary and secondary outcomes were prevalence of INC and prevalence of malnutrition, respectively. Exploratory outcomes were prevalence of INC at follow-up, nutritional examination methods, prevalence of dysphagia, stroke severity, adverse events, and continent-specific prevalence of INC. A random-effects meta-analysis model was used to estimate the phase-specific pooled prevalence of INC and malnutrition.

Results

The dataset consisted of 78 study groups selected over a total of 1,244 identified records. The pooled prevalence of INC and malnutrition were 19% (95%CI:7–31) (N = 4) and 19% (95%CI:9–29) (N = 3), 34% (95%CI:25–43) (N = 34) and 26% (95%CI:18–35) (N = 29), 52% (95%CI:43–61) (N = 34) and 37% (95%CI:28–45) (N = 31), 21% (95%CI:12–31) (N = 3) and 11% (95%CI:0–24) (N = 3) and 72% (95%CI:41–100) (N = 3) and 30% (95%CI:0–76) (N = 2) in the hyperacute, acute, early subacute, late subacute, and chronic phase, respectively.

Conclusion

INC and malnutrition are highly prevalent in all stages of stroke care. Since malnutrition has been shown to negatively affect clinical outcomes, mortality, and overall healthcare expenditure in stroke survivors, it is essential to examine and monitor the nutritional status of stroke patients throughout their care journey to guide and plan, timely nutritional support and dietary modification.

Goal setting for nutrition and body weight in rehabilitation nutrition: position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication)

The most important nutrition goals in rehabilitation nutrition are improving function and quality of life, and they are useful to set body weight goals to further improve these aspects. In this paper, we clarified our position, as the Japanese Association of Rehabilitation Nutrition, on body weight goal setting. Body weight goals should be SMART (Specific, Measurable, Achievable, Realistic/Relevant, and Timed). The standard amount of energy accumulation/deficit needed to gain/lose 1 kg body weight is 7500 kcal. In other words, if the nutrition goal is set at 1 kg body weight gain per month, daily energy accumulation can be calculated as approximately 250 kcal. It is necessary to reconcile the rehabilitation goal setting, the content, quantity, and quality of physical activity and exercise therapy, and the patient's general condition and intentions to set nutrition goals. Body weight goal setting is more variable than rehabilitation goal setting, and it is important to confirm the degree of achievement through rehabilitation nutrition monitoring.

Deep Learning-Based Functional Independence Measure Score Prediction After Stroke in Kaifukuki (Convalescent) Rehabilitation Ward Annexed to Acute Care Hospital

Introduction

Prediction models of functional independent measure (FIM) score after kaifukuki (convalescent) rehabilitation ward (KRW) are needed to decide the treatment strategies and save medical resources. Statistical models were reported, but their accuracies were not satisfactory. We made such prediction models using the deep learning (DL) framework, Prediction One (Sony Network Communications Inc., Tokyo, Japan).

Methods

Of the 559 consecutive stroke patients, 122 patients were transferred to our KRW. We divided our 122 patients’ data randomly into halves of training and validation datasets. Prediction One made three prediction models from the training dataset using (1) variables at the acute care ward admission, (2) those at the KRW admission, and (3) those combined (1) and (2). The models’ determination coefficients (R²), correlation coefficients (rs), and residuals were calculated using the validation dataset.

Results

Of the 122 patients, the median age was 71, length of stay (LOS) in acute care ward 23 (17-30) days, LOS in KRW 53 days, total FIM scores at the admission of KRW 85, those at discharge 108. The mean FIM gain and FIM efficiency were 19 and 0.417. All patients were discharged home. Model (1), (2), and (3)’s R² were 0.794, 0.970, and 0.972. Their mean residuals between the predicted and actual total FIM scores were -1.56±24.6, -4.49±17.1, and -2.69±15.7.

Conclusion

Our FIM gain and efficiency were better than national averages of FIM gain 17.1 and FIM efficiency 0.187. We made DL-based total FIM score prediction models, and their accuracies were superior to those of previous statistically calculated ones. The DL-based FIM score prediction models would save medical costs and perform efficient stroke and rehabilitation medicine.

Association Between Weight Loss and Activities of Daily Living in Obese and Overweight Patients after Stroke: A Cross-Sectional Study

OBJECTIVE

Whether weight loss during hospitalization is associated with improvement in activities of daily living (ADL) in overweight and obese stroke patients remains unclear. This study investigated the association between decreases in body mass index (BMI), fat-free mass (FFM), and fat mass (FM) and ADL improvement.

MATERIALS AND METHODS

In this cross-sectional study, we analyzed data of patients admitted to acute care hospitals with stroke. Patients were classified into two groups based on their change in BMI during their hospital stay (i.e. decreased or nondecreased group). To control and adjust for patient characteristics and confounders, we created an inverse probability-weighted (IPW) model using propensity scoring, which was used to compare the Functional Independence Measure Motor (FIM-M) efficacy between the two groups. We also compared FFM and FM between admission and discharge in each group.

RESULTS

A total of 556 patients were analyzed, among whom 391 (70.3%) had a decrease in BMI and 165 (29.7%) had a nondecrease. After IPW adjustment, efficiency of FIM-M was significantly higher in the nondecreased group as compared to that in the decreased group (median: 0.44 vs. 0.29, P < 0.001). FFM and FM were significantly decreased from admission to discharge in the decreased group, but there was no significanct difference observed in the nondecreased group. Preserving BMI during hospitalization was associated with a positive improvement in ADL in overweight and obese stroke patients undergoing rehabilitation.

CONCLUSIONS

Risks and benefits of weight loss should be balanced in nutritional care and rehabilitation for overweight and obese stroke patients.

Nutritional Supplements and Neuroprotective Diets and Their Potential Clinical Significance in Post-Stroke Rehabilitation

Nutrition and rehabilitation are crucial in post-stroke recovery, especially in the elderly. Since stroke is the leading cause of long-term disability, there is a need to promote special, individually tailored nutrition strategies targeting older patients with low motor ability. Chronic stroke survivors have higher risk of developing nutrition-related chronic diseases, such as sarcopenia, anemia, type 2 diabetes mellitus and osteoporosis. Moreover, reduced motor activity, cognitive impairment and depression might be aggravated by poor malnutrition status. Accumulated data suggest that nutritional supplements and neuroprotective diets can be associated with better effectiveness of post-stroke rehabilitation as well as brain recovery. Therefore, this review focuses on preventive strategies that can improve dietary intake and change dietary patterns. We highlight the importance of neuroprotective diets, the problem of dysphagia and the role of nutrition in rehabilitation. This article focuses on potential nutritional supplements and neuroprotective diets that may have an impact on functional recovery during and after rehabilitation. Moreover, a new approach to post-stroke neuroplasticity including the use of agents from marine sources such as fucoxanthin and tramiprosate as compounds that might be used as potential neuroprotectants with antioxidative and anti-inflammatory properties is introduced.

The obesity paradox may not lead to functional gains in stroke patients undergoing acute inpatient rehabilitation

INTRODUCTION

Obesity is a risk factor for many adverse health outcomes. However for some cardiac conditions and cancers, evidence of an "obesity paradox" seems to exist where an elevated body mass index (BMI) is linked to protective effects in mortality and functional outcomes. Within the stroke rehabilitation literature, there are conflicting findings on this phenomenon possibly due to unaccounted for variables, such as comorbid medical conditions.

OBJECTIVE

To investigate the association between BMI and functional gains made in acute inpatient stroke rehabilitation, and the effects of multiple confounding variables.

DESIGN

Retrospective cohort study.

SETTING

Tertiary academic hospital.

PATIENTS

Three hundred ninety-two adults following a recent ischemic (82%) or hemorrhagic (18%) stroke with a mean age 62.9 years.

INTERVENTIONS

Acute inpatient rehabilitation.

MAIN OUTCOME MEASURES

Functional Independence Measure (FIM) score and BMI.

RESULTS

A significant association was found between motor FIM score gains and elevated BMI when BMI was treated as a continuous variable (p < .05). However, this association disappeared when patient factors and comorbid conditions were taken into account and when BMI was conceptualized categorically (underweight [BMI <18.5], normal [BMI 18.5-24.9], overweight [BMI 25.0-29.9], obese [BMI 30.0-39.9], and severely obese [BMI ≥40.0]). Advanced age, higher motor function on admission, and a diagnosis of diabetes were all significantly associated with decreased motor FIM gains.

CONCLUSIONS

The results from this study provide insufficient evidence to support the "obesity paradox" once patient factors and comorbid conditions are taken into account. Diabetes was the single comorbidity tracked that showed a significant association with change in motor function (p = .01). Further studies might explore how the unique interventions of rehabilitation physicians and ancillary health professionals might mitigate the functional debility associated with diabetes and obesity in stroke patients.

Greater Quadriceps Muscle Mass at Post-Acute Care Admission is Associated with Better Swallowing Ability at Discharge among Adults with Stroke

OBJECTIVES

This study aimed to examine the relationship between muscle mass and intramuscular adipose tissue of the quadriceps at post-acute care admission and recovery of swallowing ability in patients with stroke.

DESIGN

Prospective study.

SETTING AND PARTICIPANTS

This study was hospital-based and included 62 inpatients with stroke.

METHODS

The primary outcome was swallowing ability at discharge. The swallowing ability was assessed using the Food Intake Level Scale (FILS). The FILS change was calculated by subtracting FILS at admission from FILS at discharge. Ultrasound images were acquired at admission using B-mode ultrasound imaging. Muscle mass and intramuscular adipose tissue of the quadriceps were assessed based on muscle thickness and echo intensity, respectively. The mean muscle thickness and echo intensity of the right and left quadriceps were used in the analysis. A multiple regression analysis was performed to identify the factors independently associated with the FILS at discharge and FILS change. The independent variables were the muscle thickness and echo intensity of the quadriceps, FILS at admission, age, sex, body mass index, days from stroke onset, C-reactive protein, updated Charlson comorbidity index, number of medications, unit number of rehabilitation therapy, and Barthel Index score at admission.

RESULTS

Muscle thickness of the quadriceps was significantly and independently associated with FILS at discharge (β = 0.27) and FILS change (β = 0.40). Echo intensity of the quadriceps was not significantly and independently associated with FILS at discharge (β = 0.22) and FILS change (β = 0.31).

CONCLUSIONS AND IMPLICATIONS

Our results indicated that greater quadriceps muscle mass at post-acute care admission was associated with better swallowing ability at discharge in patients with stroke. Assessing muscle mass of the quadriceps at admission is important for predicting recovery of swallowing ability and interventions for quadriceps muscle mass may be effective for improving swallowing ability of patients with stroke.

Higher BMI Confers a Long-Term Functional Status Advantage in Elderly New Zealand European Stroke Patients

OBJECTIVE

Obesity is a risk factor for ischaemic stroke but provides a survival advantage. The relationship between body mass index (BMI) and long-term function is less clear. The presence of an obesity paradox can inform clinical care and identify vulnerable patients who need additional support post-stroke.

MATERIALS AND METHODS

This study used linked health administrative data of a population based cohort of adult patients who experienced an ischaemic stroke between 2012 and 2017 in New Zealand. Patient demographics were obtained from the National Minimum Dataset (NMDS). BMI and Activities of Daily Living scores (ADLs) for the same patients were obtained from the International Resident Assessment Instrument (InterRAI™).

RESULTS

Linked data was obtained for 3731 patients. Ninety-five percent of the cohort were aged 65 or older and the average age of stroke was 84.5 years. The majority of patients (55%) identified as New Zealand European. Beta regression indicated BMI and European ethnicity were negatively associated with ADL score. Univariate analysis confirmed patients with underweight stroke had significantly higher ADL scores than other BMI categories (p<0.001), however functional status for patients with overweight and obesity were comparable. Further, Asian and Pacific Peoples had higher ADL scores than Europeans (p<0.05). A higher BMI was advantageous to all ADL subscores.

CONCLUSION

An abridged obesity paradox was evident in our cohort of stroke patients where a BMI in the overweight, but not obese range conferred a long-term functional status advantage. Collectively these results suggest underweight and non-European patients may require additional supportive clinical care post-stroke.

The impact of Body Mass Index on functional rehabilitation outcomes of working-age inpatients with stroke

BACKGROUND

Stroke is the most relevant cause of acquired persistent disability in adulthood. The relationship between patient's weight during rehabilitation and stroke functional outcome is controversial, previous research reported positive, negative and no effects, with scarce studies specifically addressing working-age patients.

AIM

To evaluate the association between Body Mass Index (BMI) and the functional progress of adult (<65 years) patients with stroke admitted to a rehabilitation hospital.

DESIGN

Retrospective observational cohort study.

SETTING

Inpatient rehabilitation center.

POPULATION

178 stroke patients (ischemic or hemorrhagic).

METHODS

Point-biserial and Spearman's correlations, multivariate linear regressions and analysis of covariance were used to describe differences in functional outcomes after adjusting for age, sex, severity, dysphagia, depression and BMI category. Functional Independence Measure (FIM), FIM gain, efficiency and effectiveness were assessed.

RESULTS

Participants were separated in 3 BMI categories: normal weight (47%), overweight (33%) and obese (20%). There were no significant differences between BMI categories in any functional outcome (total FIM [T-FIM], cognitive [C-FIM]), motor [M-FIM]) at discharge, admission, gain, efficiency or effectiveness. In regression models BMI (as continuous variable) was not significant predictor of T-FIM at discharge after adjusting for age, sex, severity, dysphagia, depression and ataxia (R²=0.4813), significant predictors were T-FIM at admission (β=0.528) and NIHSS (β=-0.208). M-FIM efficiency did not significantly differ by BMI subgroups, neither did C-FIM efficiency. Length of stay (LOS) and T-FIM effectiveness were associated for normal (r=0.33) and overweight (r=0.43), but not for obese. LOS and T-FIM efficiency were strongly negatively associated only for obese (r=-0.50).

CONCLUSIONS

FIM outcomes were not associated to BMI, nevertheless each BMI category when individually considered (normal weight, overweight or obese) was characterized by different associations involving FIM outcomes and clinical factors.

CLINICAL REHABILITATION IMPACT

In subacute post-stroke working-age patients undergoing rehabilitation, BMI was not associated to FIM outcomes (no obesity paradox was reported in this sample). Distinctive significant associations emerged within each BMI category, (supporting their characterization) such as length of stay and T-FIM effectiveness were associated for normal weight and overweight, but not for obese. Length of stay and T-FIM efficiency were strongly negatively associated only for obese.

Impact of Body Mass Index on Activities of Daily Living in Patients with Idiopathic Interstitial Pneumonias

In patients with idiopathic interstitial pneumonias, undernutrition has a profound effect on prognosis. However, whether body mass index affects the ability to perform activities of daily living as measured by the Barthel index in patients with idiopathic interstitial pneumonias remains unknown. Therefore, we examined the impact of body mass index on the activities of daily living in inpatients with idiopathic interstitial pneumonia. We used a database constructed by the Japan Medical Data Center. Data were extracted from 2774 inpatients from participating hospitals with a diagnosis of idiopathic interstitial pneumonia. Multiple regression analysis adjusted for confounding factors was performed to determine whether body mass index classification would be independently related to change in Barthel index during hospitalization. Underweight, normal weight, overweight, and obesity numbered 473 (19%), 1037 (41), 795 (31%), and 235 (9%), respectively. Multivariable analysis showed that being underweight was independently associated with a change in Barthel index during hospitalization of −2.95 (95% confidence interval −4.82 to −1.07) points lower than being normal weight. Approximately 20% of the patients with idiopathic interstitial pneumonias were underweight. Those who were underweight had decreased independence in activities of daily living during hospitalization.

Impact of malnutrition on post-stroke cognitive impairment in convalescent rehabilitation ward inpatients

PURPOSE

To investigate the relationship between malnutrition risk on admission and improvement in post-stroke cognitive impairment (PSCI).

METHODS

This retrospective cohort study included 90 patients with PSCI with a Mini-Mental State Examination (MMSE) score ≤ 23, who were admitted to a rehabilitation hospital between July 2013 and December 2015. We assessed the malnutrition risk using the Mini Nutritional Assessment-Short Form (MNA-SF) and cognitive improvement using the Functional Independence Measure cognitive subscale (cognitive FIM) gain. Participants were classified into the malnourished (MNA-SF score ≤ 7) and adequately nourished groups (≥ 8). The patients' age, modified Rankin Scale score, time to hospitalization, and length of stay were recorded. The relationship between nutritional status and cognitive FIM was determined using a multivariate regression model.

RESULTS

The study included 47 men and 43 women, with a mean age of 75.0 (standard deviation: 8.7) years. The number of patients in the malnourished and adequately nourished groups were 68 (75.6%) and 22 (24.4%), respectively. The median MMSE score was 19 (interquartile range 15-22), and the median cognitive FIM score at admission was 17 (interquartile range 11-21.8). Univariate analysis showed no significant difference in cognitive FIM gain between the malnourished and adequately nourished groups (P = 0.781). Multivariate regression analysis showed that the MNA-SF score (beta = 0.84, P = 0.009) and cognitive FIM at admission (beta = - 0.347, P < 0.001) were independently related to cognitive FIM gain.

CONCLUSION

Most patients with PSCI were malnourished; malnutrition on admission for rehabilitation was associated with poor improvement after PSCI.

Sarcopenic Obesity and Activities of Daily Living in Stroke Rehabilitation Patients: A Cross-Sectional Study

Reports investigating the relationship between sarcopenic obesity and activities of daily living in older patients with stroke were limited. This study aimed to examine the prevalence of sarcopenic obesity and its association with activities of daily living in older post-stroke patients in convalescent rehabilitation wards. This study was performed in older post-stroke patients admitted to convalescent rehabilitation wards between January 2017 and March 2019. Sarcopenia was diagnosed based on the skeletal muscle mass index and hand grip strength according to the criteria of the 2019 Asian Working Group for Sarcopenia. Obesity was diagnosed according to the body fat percentage; ≥27% in men, ≥38% in women. The primary outcome was the Functional Independence Measure (FIM) score upon admission, which was analyzed using multiple linear regression. In total, 376 participants (women 44%; mean age 77.5 years) were analyzed and classified as normal (22%), simple obesity (17%), sarcopenia without obesity (32%), and sarcopenic obesity (28%). The presence of sarcopenic obesity was independently associated with the FIM score (95% CI, -16.157 to -5.353), whereas simple obesity and sarcopenia without obesity were not. In conclusion, sarcopenic obesity was independently associated with lower activities of daily living capability in older patients with stroke.

A systematic review of the impact of obesity on stroke inpatient rehabilitation functional outcomes

BACKGROUND

Obesity is a known risk factor for stroke, but its impact on functional recovery is less clear. Understanding the effect of obesity on functional recovery during inpatient rehabilitation will aid clinicians in patient counselling and help administrators with program planning.

OBJECTIVE

To determine if obesity affects the functional outcomes of adults undergoing inpatient stroke rehabilitation.

METHODS

MEDLINE, Embase, CINAHL, and Cochrane databases were searched using the subject headings and text word terms for stroke, rehabilitation, and obesity. Two independent reviewers screened the articles against pre-defined eligibility criteria and extracted the data. Outcomes of interest included FIM, mRS, Fugl-Meyer Assessment of Sensorimotor Recovery after Stroke, and Barthel Index.

RESULTS

Seven studies from five countries with a total of 3070 participants were included. There was significant heterogeneity among the studies in the BMI cut-off points and functional outcome measures used. Two studies found a positive association between obesity and functional outcome, two studies found no association, and three studies reported a negative relationship.

CONCLUSIONS

No conclusions could be drawn regarding whether the functional outcome of adults undergoing inpatient stroke rehabilitation differ between individuals with and without obesity.

Body mass index and recovery of activities of daily living in older patients with femoral fracture: An analysis of a national inpatient database in Japan

OBJECTIVE

To evaluate the effects of body mass index (BMI) on recovery of activities of daily living (ADL) in older Asian patients with femoral fracture registered in a nationwide inpatient database in Japan.

METHODS

We retrospectively analyzed data of patients aged ≥65 years with acute femoral fracture between April 2014 and November 2017 in the Diagnosis Procedure Combination database. Patients were classified into the following categories based on BMI (kg/m²): underweight (<18.5); normal weight (18.5-22.9); overweight (23-27.4); obese (≥27.5); and missing data. Demographic data included age, sex, type of fracture, comorbidities, and Barthel Index (BI). The primary outcome was BI at discharge and secondary outcomes were the overall complication rate and discharge to home.

RESULTS

In total, data for 13,348 patients were extracted from the database, of whom 80.3 % were female. At discharge, underweight patients had lower BI than overweight or obese patients. In multivariable analysis, underweight and missing BMI data were associated with lower BI at discharge (partial regression coefficients -2.324 and -5.763, respectively). In contrast, overweight and obese were correlated with higher BI (3.080 and 5.732, respectively). Underweight was independently associated with a higher overall complication rate (odds ratio 1.195) and a lower rate of discharge to home (odds ratio 0.865).

CONCLUSIONS

Underweight was associated with poorer performance in ADL, higher risk of complications, and lower rate of discharge to home in older Asian patients with femoral fracture. Overweight and obese had positive effects on ADL.

Association Between Body Mass Index and Results of Rehabilitation in Patients After Stroke: A 3-Month Observational Follow-Up Study

Background

We assessed the relationship between body mass index and results of rehabilitation in stroke patients.

Material/Methods

The study was carried out at the Clinical Rehabilitation Ward with Early Neurological Rehabilitation Unit at the Clinical Hospital. The examinations were performed 3 times. Based on inclusion and exclusion criteria, 128 subjects were qualified for the first examination, the second examination involved 114 subjects, and 100 stroke patients participated in the third examination. Body mass was examined with an accuracy of 0.1 kg, using a Tanita MC–780 MA body composition analyser. Body mass index (BMI) was calculated for all of the subjects. Effects of rehabilitation were assessed with the Barthel index and Ashworth scale.

Results

Higher functional status in daily life, measured with the Barthel scale, was found in patients with normal body mass, compared to the overweight and obese subjects (examination I, II, and II). Exam I showed that before rehabilitation the overweight patients obtained significantly higher results in assessment of upper limbs, based on the Ashworth scale (mean=0.35±0.54) compared to the obese patients (mean=0.03±0.32) and those with normal body weight (mean=0.24±0.75).

Conclusions

Following hospital-based rehabilitation, patients with normal body mass achieved greater functional efficiency. The findings also show a trend towards normalization of BMI. The positive effect of rehabilitation was sustained for 3 months (Exam III), which may contribute to decreased risk of cardiovascular diseases and complications such as stroke.

Energy Intake at Admission for Improving Activities of Daily Living and Nutritional Status among Convalescent Stroke Patients

Our aim was to clarify the nutritional status and energy intake needed for activities of daily living (ADL) improvement among convalescent stroke patients. This retrospective cohort study of stroke patients used data from the Japan Rehabilitation Nutrition Database. Mean energy intake per ideal body weight was 26 kcal/kg/day at 1 week after hospitalization. Patients were divided into two groups according to energy intake: ≥26 kcal/kg/day (high) and <26 kcal/kg/day (low). ADL was evaluated using Functional Independence Measure (FIM), and nutritional status was evaluated using the mini nutritional assessment short form score. We created an inverse probability weighted (IPW) model using propensity scoring to control and adjust for patient characteristics and confounders at the time of admission. The analysis included 290 patients aged 78.1 ± 7.8 years. There were 165 patients with high energy intake and 125 patients with low energy intake. FIM score was significantly higher in the high group compared with the low group (median 113 vs 71, P <0.001). FIM efficiency was also higher in the high group (median 0.31 vs 0.22, P <0.001). FIM efficiency was significantly higher in the high energy intake group than in the low energy intake group after adjustment by IPW (median 0.31 vs 0.25, P = 0.011). Nutritional status improvement was also higher in the high energy intake group after adjustment by IPW (60.6% vs 45.2%, P <0.001). High energy intake was associated with higher FIM efficiency and nutritional status improvement at discharge among convalescent stroke patients.

Relationship between nutritional status and improved ADL in individuals with cervical spinal cord injury in a convalescent rehabilitation ward

STUDY DESIGN

Retrospective cohort study.

OBJECTIVES

To investigate the relationship of nutritional status with improvement of activities of daily living in individuals with cervical spinal cord injury.

SETTING

A convalescent rehabilitation ward at the Toyama Prefectural Rehabilitation Hospital and Support Center for Children with Disabilities in Japan.

METHODS

This retrospective analysis investigated adults (age ≥20 years) with cervical spinal cord injury who were consecutively admitted to a convalescent rehabilitation ward between 2006 and 2015. Data of 154 patients were analyzed. Nutritional status was evaluated using the Subjective Global Assessment (SGA; 3 groups: well-nourished, suspected of being malnourished or moderately malnourished, severely malnourished) and body mass index (BMI; 3 groups: underweight, standard, and overweight and obese). The main outcome was functional independence measure (FIM) efficiency. Multiple regression analysis was performed to investigate the relationship of SGA and BMI to FIM efficiency.

RESULTS

FIM efficiency was significantly higher in the well-nourished group based on the SGA than in the two groups with malnutrition (P = .007: 0.32 vs. 0.26 vs. 0.10). Multivariate regression analysis revealed that FIM efficiency was similar in the underweight and standard group, but was significantly higher in the overweight and obese group (P = .006: 0.20 vs. 0.21 vs. 0.31).

CONCLUSIONS

SGA and BMI on admission may be independently associated with FIM efficiency in patients with cervical spinal cord injury.

Impact of Body Mass Index on Activities of Daily Living in Inpatients with Acute Heart Failure

OBJECTIVES

To investigate the impact of body mass index on activities of daily living in inpatients with acute heart failure.

DESIGN

A retrospective cohort study.

SETTING

A hospital-based database contains Diagnosis Procedure Combination survey data from 100 participating acute-care hospitals.

PARTICIPANTS

11,301 inpatients aged 20 year or older who were admitted to the participating hospitals with a diagnosis of acute heart failure.

MEASUREMENTS

The Barthel Index score at discharge and hospital death.

RESULTS

The number of patients with a body mass index of <18.5 kg/m2 (underweight), 18.5-22.9 kg/m2 (low-normal weight), 23.0-24.9 kg/m2 (high-normal weight), 25.0-29.9 kg/m2 (overweight), and ≥30.0 kg/m2 (obesity) were 1689 (15%), 4715 (42%), 1809 (16%), 2306 (20%), and 782 (7%), respectively. Median Barthel Index scores at admission and discharge were 65 and 100, respectively. Hospital death occurred in 101 (0.9%) patients. Lower body mass index was associated with lower Barthel Index score at discharge and higher mortality. Multivariable analysis adjusted for body mass index, age, sex, New York Heart Association classification, Barthel Index score at admission, the updated Charlson Comorbidity Index, length of hospital stay, number of drugs administered, and rehabilitation during hospitalization revealed that body mass index was independently associated with Barthel Index score at discharge (beta: 0.354; 95% confidence interval: 0.248-0.461) and hospital death (odds ratio: 0.926, 95% confidence interval: 0.877-0.978).

CONCLUSION

Overweight and obese inpatients showed greater independence in activities of daily living at discharge and lower rates of mortality, indicating the obesity paradox. A combination of rehabilitation and improved nutrition seems to be important in underweight patients with acute heart failure.

Obesity and stroke: Can we translate from rodents to patients?

Obesity is a risk factor for stroke and is consequently one of the most common co-morbidities found in patients. There is therefore an identified need to model co-morbidities preclinically to allow better translation from bench to bedside. In preclinical studies, both diet-induced and genetically obese rodents have worse stroke outcome, characterised by increased ischaemic damage and an altered inflammatory response. However, clinical studies have reported an 'obesity paradox' in stroke, characterised by reduced mortality and morbidity in obese patients. We discuss the potential reasons why the preclinical and clinical studies may not agree, and review the mechanisms identified in preclinical studies through which obesity may affects stroke outcome. We suggest inflammation plays a central role in this relationship, as obesity features increases in inflammatory mediators such as C-reactive protein and interleukin-6, and chronic inflammation has been linked to worse stroke risk and outcome.

Combination of Low Body Mass Index and Low Serum Albumin Level Leads to Poor Functional Recovery in Stroke Patients

BACKGROUND

Nutritional status is associated with the functional recovery of stroke patients. This study aimed to examine the influence of the combination of body mass index (BMI) and serum albumin level on functional recovery in subacute stroke patients.

METHODS

This retrospective cohort study included 259 subacute stroke patients (mean age 68.9 ± 12.3 years). Patients were categorized into 4 groups according to their BMI and serum albumin level: group 1, low BMI (<18.5 kg/m²) and low serum albumin level (<3.5 g/dL); group 2, low BMI and high serum albumin level (≥3.5 g/dL); group 3, normal weight (≥18.5 kg/m²) and low serum albumin level; and group 4, normal weight and high serum albumin level. The outcome variable was the motor subscale of the Functional Independence Measure (M-FIM) effectiveness. We defined the first quartile of M-FIM effectiveness as poor functional recovery. Multivariate logistic regression analysis was performed to examine the influence of the combination of BMI and serum albumin level on poor functional recovery.

RESULTS

Multivariate logistic regression analysis adjusted for baseline characteristics (reference, group 4) showed that group 1 was mostly associated with a significant risk of poor functional recovery (odds ratio, 4.13; 95% confidence interval, 1.53-11.15).

CONCLUSIONS

Our results suggested that the combination of low BMI and low serum albumin level was more significantly associated with poor functional recovery in subacute stroke patients than either factor alone. The combination of BMI and serum albumin level should be taken into account when predicting functional recovery in subacute stroke patients.

Age, Body Mass Index, and White Blood Cell Count Predict the Resumption of Oral Intake in Subacute Stroke Patients

OBJECTIVE

To identify the predictors for the resumption of oral feeding at discharge among tube feeding-dependent stroke patients admitted to rehabilitation wards.

MATERIALS AND METHODS

This study was a retrospective analysis of 107 stroke patients (mean age, 72.1 years) dependent on tube feeds at admission to a rehabilitation ward. Data analyzed included demographic information, severity of impairments, functional independence, body mass index, nutritional and inflammatory laboratory markers at admission, and videofluoroscopic examination findings, if conducted. The variables were compared between the groups with and without resumption of oral intake. The predictive factors for resumption of oral intake were analyzed by using a stepwise multiple logistic regression model.

RESULTS

At discharge, 69.2% (74 of 107) of the patients resumed oral intake. There were significant differences in age, the Functional Independence Measure, body mass index, serum albumin, C-reactive protein, white blood cell count, and duration of stroke onset at admission between the 2 groups. Multiple logistic regression analysis identified age (odds ratio [OR] .55; 95% confidence interval [CI] .31-.95), body mass index (OR 1.34; 95% CI 1.12-1.60), and white blood cell count (OR .76; 95% CI .60-.97) as significant predictors for the resumption of oral intake in these patients.

CONCLUSION

Older age, lower body mass index, and higher white blood cell count were significant independent negative predictors for the resumption of oral feeding among stroke patients dependent on tube feeding at admission to rehabilitation wards.