Change of hand sensation and function in patients with malignant lymphoma during early-stage vincristine chemotherapy: A single-center observational study.

This study aimed to investigate changes in hand sensation (finger tactile threshold and two-point discrimination) and function in patients with malignant lymphoma, particularly during the early stages of chemotherapy with vincristine. Eighteen patients with malignant lymphoma were enrolled in this study. Data on the Common Terminology Criteria for Adverse Events Version 4.0, the visual analog scale for hand numbness, the Semmes Weinstein monofilament test, static and moving two-point discrimination (2PD), grip strength, pinch strength, and the Purdue Pegboard test were collected at 3 time points: before the start of chemotherapy (T0), after the first cycle of chemotherapy (T1), and after the second cycle of chemotherapy (T2). No significant changes were observed in Semmes Weinstein monofilament test at T0, T1, or T2 in either hand. However, the static 2PD was significantly worse for the right ring, little, and left middle fingers, whereas the moving 2PD was significantly worse for the right ring, left index, middle, and ring fingers. Furthermore, the visual analog scale scores for hand numbness and left-hand grip strength worsened significantly. Right-hand grip strength, pinch strength of both hands, and Purdue Pegboard test showed no significant deterioration. Chemotherapy with vincristine may affect hand sensation and function in patients with malignant lymphoma by exacerbating finger 2PD and hand numbness. Additionally, during the early stages of vincristine chemotherapy, it is important to monitor for a decrease in grip strength specifically in the left hand.

Prediction of Walking Independence in Older Women with Vertebral Compression Fracture Using Phase Angle: A Preliminary Study Using Propensity Score.

Objectives: This study aimed to clarify whether phase angle can be a predictor of walking independence in older women with vertebral compression fractures (VCFs) and to determine a clinically usable cutoff value. Methods: We retrospectively assessed data of older women (n=59; median age, 83.0 years) with VCFs. Propensity score-matching and logistic regression were performed to examine the association between phase angle at admission and walking independence at discharge. The cutoff value for the phase angle at admission for predicting walking independence was calculated based on the receiver operating characteristic curve. Results: Thirty-one patients (52.5%) could walk independently at discharge. Thirty patients were extracted from the independent and non-independent groups according to the propensity score. After propensity score matching, there was no significant difference between the groups for age, medical history, knee extension strength, skeletal muscle mass index, mini nutritional assessment-short form score, or revised Hasegawa's dementia scale score. However, the phase angle of the independent group was significantly higher than that of the non-independent group (P<0.05). Logistic regression revealed that phase angle at admission was significantly associated with walking independence at discharge (odds ratio, 12.2; 95% confidence interval, 2.1-72.0; P<0.01). The area under the receiver operating characteristic curve was 0.868, and the calculated phase angle cutoff value was 3.55°. Conclusions: This study revealed that the phase angle can predict walking independence in older women with VCFs. The cutoff values for women calculated in this study can be used as a simple and objective predictive index of walking independence.

Is Phase Angle Useful in Screening for Sarcopenia in Patients with Hematologic Malignancies?

The purposes of this study were to investigate the relationship between sarcopenia and phase angle (PhA), and to examine whether PhA cutoff values can be used to identify sarcopenia in patients with hematologic malignancies. The study population comprised 108 patients with hematologic malignancies who were admitted for chemotherapy, and were undergoing rehabilitation for exercise therapy. The diagnostic criteria for sarcopenia were determined according to the Asian Working Group for Sarcopenia 2019. Muscle strength, endurance, and body composition (including PhA), were assessed. Logistic regression and receiver operating characteristic (ROC) curve analyses were performed to investigate associations between sarcopenia and PhA, and to determine cutoff values. Sarcopenia was found in 17.6% of the participants. PhA was significantly associated with sarcopenia (p < 0.01). The areas under the curve were 0.84 for the males and 0.87 for the females, and the cutoff values were 4.75° for the males (sensitivity 69%, specificity 83%) and 3.95° for the females (sensitivity 78%, specificity 85%). Our results suggest that PhA, which can be measured noninvasively, objectively, and rapidly, can be used as a screening tool for sarcopenia in patients with hematologic malignancies.

Structural Relationships Between Behavioral Problems, Sensory Processing Traits, and Sleep Among Preschoolers.

IMPORTANCE: An association between sensory processing difficulties and behavioral problems among children has been reported in previous studies. Sleep problems among children can lead to both externalizing and internalizing behavioral problems. However, the relationships between sensory processing and sleep among children are not well understood. OBJECTIVE: To develop a structural causal model (SCM) predicated on the hypothesis that sensory processing difficulties and sleep problems are closely related among preschoolers and may contribute to behavioral issues. DESIGN: Cross-sectional study. PARTICIPANTS: A total of 168 children ages 3-5 yr who were enrolled in a preschool or an accredited kindergarten (four facilities in total) in a Japanese prefecture participated in the analysis. OUTCOMES AND MEASURES: After gaining the cooperation of educators, we distributed the following items to the children's parents: an informed consent form, the Short Sensory Profile-Japanese version (SSP-J), the Japanese Sleep Questionnaire for Preschoolers (JSQ-P), and the Child Behavior Checklist for Ages 1.5-5. Through factor analysis of the SSP-J and the JSQ-P, we identified common factors. We developed an SCM using structural equation modeling. RESULTS: Four factors were identified by factor analysis: attention deficit, sensory sensitivity, sleep problems, and restless legs syndrome symptoms. The final structural equation modeling analysis had an acceptable goodness of fit (goodness-of-fit index = .862; root-mean-square error of approximation = .087). CONCLUSIONS AND RELEVANCE: The model suggests that sensory sensitivity and sleep difficulties may contribute to behavioral issues among preschoolers. Plain-Language Summary: The results of this study suggest that relationships exist between behavioral problems, sensory processing, and sleep among preschoolers. The authors developed a model that identified four common factors that contribute to behavioral issues among preschoolers: attention deficit, sensory sensitivity, sleep problems, and restless legs syndrome symptoms. Children's behavioral problems are an important consideration for occupational therapy practitioners working with preschoolers. Sensory processing and sleep must be accurately evaluated to address preschoolers' behavioral issues.

Impact of Sarcopenia on Outcome of Exercise Therapy in Older Non-Hodgkin Lymphoma Patients.

PURPOSE: The aim of this study was to investigate the effects of exercise therapy on physical function and quality of life (QOL) in older patients with non-Hodgkin lymphoma undergoing inpatient chemotherapy, including differences between patients with and without sarcopenia. METHODS: Thirty-one inpatients aged 70 years or older participated in this study. Grip and knee extensor strength, 6-minute walking test, body composition, nutritional status, fatigue and health-related QOL at admission and discharge were compared. In addition, the patients were classified into sarcopenic and non-sarcopenic groups, and a comparison between admission and discharge and 2-way ANOVA were performed. RESULTS: Overall, grip strength and skeletal muscle mass were significantly lower at discharge than at admission (P < .05); however, QOL significantly improved (P < .05). In the non-sarcopenia group, grip strength, right knee extension muscle strength, and skeletal muscle mass were all significantly lower at discharge than at admission (P < .05); however, this was not the case in the sarcopenia group. In terms of QOL, improvements were observed in different items in the non-sarcopenia and sarcopenia groups. There was a significant interaction between admission to discharge time period and sarcopenia regarding left grip strength, right knee extensor strength, and QOL. CONCLUSION: Exercise therapy is effective in improving QOL in older non-Hodgkin lymphoma patients undergoing inpatient chemotherapy. However, the effect of exercise therapy and optimal exercise load may differ between non-sarcopenia and sarcopenia patients. Therefore, it is necessary to consider exercise therapy in the future, taking into account the presence or absence of sarcopenia.

Balance Function Required for Bathing Independence in Patients with Stroke and Hip Fracture.

Objectives: Little attention has been paid to the relationship between balance function and bathing independence. This research aimed to determine the degree of balance function needed by patients with stroke and patients with hip fracture (hereinafter referred to as patients with stroke and hip fracture) to bathe independently. Methods: Retrospective data analysis was performed on 59 patients with hip fracture and 201 patients with stroke. Logistic regression was performed to determine whether bathing independence was associated with the Berg Balance Scale (BBS) in patients with stroke and hip fracture. A receiver operating characteristic curve was generated to calculate cutoff values. Results: The BBS was significantly associated with bathing independence in patients with stroke and hip fracture. The calculated BBS cutoff value was 48 points for those with stroke (sensitivity, 84.7%; specificity, 79.1%) and 43 points for those with hip fracture (sensitivity, 81.3%; specificity, 77.8%). Conclusions: Balance function was independently associated with bathing independence. The level of balance function required for bathing independence may be lower for patients with hip fracture than for those with stroke. This could be a simple and useful indicator for rehabilitation professionals to interpret BBS results when conducting bathing interventions.

Age-stroke related dysfunction interaction associated with home discharge of stroke inpatients in the rehabilitation ward.

The purpose of this study was to investigate whether interactions exist among cognitive and physical functions and activities of daily living (ADL) associated with home discharge of stroke patients in the rehabilitation ward. The subjects were 231 patients with a first stroke. Age, gender, affected side, the stroke impairment assessment set, ADL and discharge destination were collected from the medical record. Using a decision tree, a combination of variables that might have an interaction effect associated with home discharge was extracted. The existence of an interaction between the extracted variables was confirmed by logistic regression analysis. A combination of total score of the stroke impairment assessment set (≤27 points) and age (>76.5 years) at admission was extracted from the decision tree. As a result of the logistic regression analysis, this interaction term was significantly associated with home discharge. The findings of the present study suggest that there is an interaction between age and stroke-related dysfunction related to home discharge. Stroke patients aged over 76.5 years with the stroke impairment assessment set score of 27 or less at admission to the rehabilitation ward may need rehabilitation program considering the difficulty of home discharge.

Prediction tool for disability progression and mortality in older adults eligible for Japanese long-term care insurance: Koriyama study.

This study aims to create a simple model for predicting disability progression and death among older adults with Japanese long-term care insurance certification. This retrospective study analyzed the anonymized data provided by Koriyama City. The participants were 7706 older adults who were initially certified to be support levels 1 and 2 or care levels 1 and 2 for the purpose of obtaining Japanese long-term care insurance. The results of the certification questionnaire at the initial survey stage were used to create decision tree models intended to predict whether disability progression and death would occur within 1 year. In support levels 1 and 2, among those who scored both "daily decision making" item as other than "possible" and the "taking drugs" item as other than "independent," 64.7% had an adverse outcome. In care levels 1 and 2, among those who scored both the "shopping" item as "totally dependent" and the "defecation" item as other than "independent," 58.6% had an adverse outcome. The accuracy of classification of the decision trees were 61.1% in support levels 1and 2, and 61.7% in care levels 1 and 2. The overall accuracy of the decision tree is low, making it impractical to use it for all subjects. Nevertheless, based on the results of the 2 assessments in this study, the process of identifying a particular group of older adults at a high risk of an increased need for long-term care or possible death within a year is very simple and useful.

The effect of combined risk factors on breast cancer-related lymphedema: a study using decision trees.

BACKGROUND: The effect of combined risk factors on breast cancer-related lymphedema (BCRL) development has not yet been investigated. This study aimed to determine the combination of risk factors associated with BCRL development in patients who underwent breast cancer resection, including axillary lymph node dissection (ALND). METHODS: The participants included 129 women who were diagnosed with early-stage breast cancer and underwent breast cancer resection in this retrospective observational study. We performed a decision tree analysis to detect the combination of risk factors associated with BCRL development using age, body mass index (BMI), surgical side, mastectomy, the extent of ALND, and adjuvant therapy (chemotherapy, hormone therapy, and radiation therapy). RESULTS: Of the 129 participants, 11 (8.5%) developed BCRL. Postoperative chemotherapy was the optimal variable selected to classify patients who developed BCRL and those who did not. In participants with postoperative chemotherapy, the extent of ALND was selected as the second layer of the decision tree. When ALND was at level 3, BMI was selected as the third layer. We found that BCRL incidence was 44.4% in individuals with a BMI of 23.0 or higher. CONCLUSIONS: The combination of postoperative chemotherapy, level 3 ALND, and BMI of 23.0 or higher may further increase the risk of developing BCRL. The decision tree model will enable the identification of patients with a high risk of developing BCRL, and thus, preventive intervention, careful monitoring, and early treatment will be possible.

Physical function, nutritional status, and quality of life before and after chemotherapy in patients with malignant lymphoma.

This study investigates the efficacy of and gender differences in exercise therapy in patients with malignant lymphoma undergoing chemotherapy. Twenty-six patients (13 men, 13 women) received physical therapy (based on the Borg Scale 13) during hospitalization. Physical function was measured using grip and knee extension strength, 6-minute walking distance, and body composition; nutritional status assessed via Mini Nutritional Assessment (MNA®); and serum albumin levels analyzed. Fatigue was evaluated using the Brief Fatigue Inventory, and health-related quality of life was assessed with the Medical Outcome Study 36-Item Short-Form Health Survey (SF-36v2). The analysis of all patients indicated that the right grip strength, skeletal muscle mass, skeletal muscle index, and leg muscle mass significantly decreased, whereas the serum albumin level, MNA® score, and scores of many items of the SF-36v2 significantly increased after chemotherapy. In a gender-specific analysis, only men showed significant declines in the skeletal muscle mass and skeletal muscle index, and improvement in the MNA® score after chemotherapy. In the SF-36v2, there were significant improvements in general health and physical component summary scores among men, and general health and mental component summary scores among women. Exercise therapy at a Borg Scale intensity of 13 may not prevent muscle mass decline in patients with malignant lymphoma, especially male patients. In addition, this study revealed that there is a gender difference in the effect of exercise therapy on quality of life. Thus, gender should be considered in exercise therapy for patients with malignant lymphoma.

Effects of tissue plasminogen activator on medium-term functional independence: A propensity score-matched analysis.

This study revealed the effects of tissue plasminogen activator (tPA) on medium-term functional independence in patients with stroke. We retrospectively examined 240 patients from April 2016 to March 2019 and selected 68 who met our criteria. After adjusting the functional status at the onset by propensity score matching, the functional independence measure (FIM) on admission to and discharge from the convalescent rehabilitation wards was compared between the groups classified by the presence or absence of tPA. Twelve pairs were derived by propensity score matching. Upon admission to the convalescent rehabilitation ward, the median score of the FIM was significantly higher in the tPA group than in the non-tPA group (P = .028). Patients in the tPA group had higher median FIM scores at discharge than those in the non-tPA group (P = .060). The difference in the independence level of activities of daily living (ADL) between the groups with and without tPA may gradually decrease with continuous inpatient rehabilitation. However, the tPA group tended to have high levels of independence in ADL at the time of discharge.

Relationship between Activities of Daily Living of Home-Based Rehabilitation Users and Caregiver Burden-Induced Depression: A Retrospective Study.

This study was aimed at determining the cutoff values of activities of daily living (ADL) and the combination of related factors associated with high caregiver burden that induces depression among caregivers. The study participants included 50 pairs of home-based rehabilitation users and their primary caregivers. They were classified into two groups: high-burden and low-burden groups according to the short version of the Japanese version of the Zarit Caregiver Burden Interview score of ≥13 or ≤12, respectively. The cutoff values of ADL and the combination of related factors associated with high caregiver burden were examined using the receiver operating characteristic curve and decision tree analyses. The cutoff value associated with high caregiver burden was 5 points for the controlling bladder item of the Barthel index (BI) (sensitivity: 90%, specificity: 70%). Regarding the decision tree, the controlling bladder item of BI (≤5 or 10 points) was selected as the first layer and the recipient's age (≤78 or ≥79 years) as the second layer. High caregiver burden was identified in 85.7% of the caregivers in whom the score of controlling bladder of BI was ≤5 points and the patient was aged ≤78 years. A score of ≤5 points for the controlling bladder item of BI along with young recipient age was associated with high caregiver burden that induces depression among caregivers. This approach is useful to identify caregivers with high caregiver burden who are at risk for depression.

Cutoff Value for a Nutritional Indicator Related to Gait Independence in Elderly Fracture Patients: A Preliminary Study.

OBJECTIVE: Previous studies have reported the relationship between nutritional status and gait independence in elderly fracture patients. However, the degree to which nutritional indicators are related to gait independence is unclear. The purpose of this study is to calculate a cutoff value for a nutritional indicator related to gait independence in patients with hip and vertebral compression fractures. METHOD: This study included 69 patients (33 hip fracture, 36 vertebral compression fracture) who underwent rehabilitation at a convalescent rehabilitation ward. The relationships between nutritional indexes (Mini-Nutritional Assessment-Short Form [MNAⓇ-SF] and skeletal muscle mass index [SMI] ) at admission and gait independence at discharge were analyzed using logistic regression. In addition, receiver operating characteristic analysis was performed to calculate a cutoff value that predicts gait independence. RESULTS: Among the nutritional indicators used in this study, only MNAⓇ-SF was significantly able to predict gait independence at discharge, and this association was maintained, even after adjustment for confounders. The calculated MNAⓇ-SF cutoff values were 5.5 (sensitivity 100%, specificity 46.3%) and 7.5 points (sensitivity 67.9%, specificity 78.0%). CONCLUSION: This study suggests that MNAⓇ-SF may be an index for predicting gait independence in patients with hip or vertebral compression fractures in the convalescent rehabilitation ward. The cutoff values calculated in this study were simple and useful index for physical therapists to interpret the results of MNAⓇ-SF.

Hemodynamic changes in the right ventrolateral prefrontal cortex relate to the psychological mood profile.

Previous reports indicate that the right ventrolateral prefrontal cortex (VLPFC) is involved in emotional regulation. However, most such studies were performed under unphysiological conditions, like the administration of transcranial direct current or repetitive transcranial magnetic stimulation. We have shown that the right VLPFC is stimulated by an acute bout of daily activity, such as cleaning. Here, we investigated the relationship between the right VLPFC and mood changes using this system. Fourteen young adults vacuumed a floor as a cleaning task and kept a standing position as a control task on separate days. The oxyhemoglobin (oxy-Hb) and deoxy-hemoglobin (deoxy-Hb) signals of the prefrontal cortex were measured during the tasks. The mood scale scores of Profile of Mood States 2nd edition (POMS) and Two-Dimensional Mood Scale (TDMS) were measured before and after both tasks. The differences in subscale scores between pre- and post-tasks in both scales were calculated as ΔPOMS and ΔTDMS. The cleaning task significantly increased the oxy-Hb signal in the bilateral VLPFC and right frontopolar, but did not affect the deoxy-Hb signals. The control task significantly decreased the oxy-Hb signal in some brain regions. The Confusion-Bewilderment score in POMS changed after the cleaning task. Importantly, the oxy-Hb signal in the right VLPFC was negatively correlated with the ΔPOMS Confusion-Bewilderment score. The activity of the right VLPFC stimulated by the cleaning task might have a correlation with the Confusion-Bewilderment mood state.

Performing One-Session Cognitive Stimulation to Interact with Patients with Dementia in a Hospital for Mood Improvement: A Retrospective Single-Arm Cohort Study.

Developing support and an environment for patients with dementia in hospitals is important. This study aims to assess the immediate effect of one-session cognitive stimulation intervention on the mood of patients with dementia in a hospital as preliminary evidence. This study included 33 female patients. The cognitive stimulation intervention was conducted in the day room of the hospital ward by two occupational therapists. The patients participated in one or more sessions. The cognitive stimulation intervention was designed to discuss current affairs that implicitly stimulate memory, executive function, and language skills, according to the cognitive stimulation definition. Outcomes were evaluated using a two-dimensional mood scale. The primary outcome was pleasure. The before and after session scores for the first session and the average score before and after each session at multiple times were compared. The patients' pleasure showed significant improvements in both analyses. These results may indicate that one-session Cognitive stimulation intervention in a hospital effectively improves a mood of pleasure immediately. This study is the first report to provide preliminary evidence on the beneficial alterations of mood after one-session cognitive stimulation intervention for patients with dementia in hospitals. Cognitive stimulation intervention may be an effective non-pharmacotherapy for these patients.

Effect of life-space mobility on subjective well-being in aged home-based rehabilitation users with different levels of independence in activities of daily living.

[Purpose] The relationship between quality of life and life-space mobility in community-dwelling older adults has recently been reported. The present study aimed to elucidate this relationship in home-based rehabilitation users with limited life-space mobility and loss of independence in activities of daily living. [Participants and Methods] The study population comprised 33 home-based rehabilitation users. The participants were expected to have a wide range of the level of independence in activities of daily living; therefore, they were categorized into three groups according to the Barthel Index score: independent (95-100 points), moderately disabled (90-65 points), and severely disabled (60-0 points) groups. We examined the relationships among the Philadelphia Geriatric Center Morale Scale, Life-Space Assessment, and Barthel Index scores and age. [Results] We detected a strong positive correlation between the Philadelphia Geriatric Center Morale Scale and Life-Space Assessment scores in the independent group; however, no significant correlations were observed in the moderately and severely disabled groups. [Conclusion] Our findings suggest a relationship between subjective well-being and life-space mobility in home-based rehabilitation users who are mostly independent in activities of daily living. However, owing to the small sample size and characteristics of the scales used in this study, further studies are warranted to verify these results.

Impact of Sensory Impairment on Improvement of Upper-limb Function in Patients under 75 Years of Age with Subacute Stroke: A Preliminary Study.

OBJECTIVES: The aim of this study was to investigate whether an interaction exists between sensory impairment and age with respect to the recovery of upper-limb function in patients with subacute stroke. METHODS: This retrospective observational study included 83 patients recovering from subacute stroke in a rehabilitation hospital ward. The recovery of upper-limb function in four groups classified by age and sensory impairment were compared using analysis of covariance. Furthermore, multiple regression analysis was performed with recovery of upper-limb function as the dependent variable and with binarized sensory impairment and binarized age and their interaction term as the independent variables. RESULTS: The estimated marginal means of upper-limb recovery were significantly higher in the non-late elderly (≤74 years) without sensory impairment group than in the other three groups. No significant differences were observed among the following three groups: the non-late elderly with sensory impairment, the late elderly (≥75 years) without sensory impairment, and the late elderly with sensory impairment. In multiple regression analysis, the interaction term between sensory impairment and age was significantly associated with improvement in upper-limb function (ß=0.16, P <0.05). Age alone was significant, but sensory impairment alone was not significant. CONCLUSIONS: Sensory impairment in patients with subacute stroke affects the recovery of upper-limb function as a result of age interactions.

Physical therapy for multiple myeloma patients with severely hindered daily living activities due to bone lesions: a report of two cases.

[Purpose] Physical therapy for patients with multiple myeloma requires appropriate exercise intensity and risk management due to osteolytic lesions. However, the optimal strategy for setting exercise intensity remains unclear. We report cases in which physical therapy was performed using the Borg scale and the Common Terminology Criteria for Adverse Events v4.0 as indicators of improvement in the performance of activities of daily living without causing adverse events. [Participants and Methods] Two patients with multiple myeloma, whose performance status was 4, underwent resistance training of the upper and lower limbs and activities of daily living practice in stages according to their functional status. Each exercise was performed for 20 to 40 minutes twice a day for 6 days a week. The exercise intensity was set to 13 on the Borg scale as a guide, and the allowable bone pain was up to Grade 1 according to Common Terminology Criteria for Adverse Events v4.0. [Results] No adverse events occurred in either patient, and the performance status improved to 1 or 2. Subsequently, autologous peripheral hematopoietic stem cell transplantation was performed. [Conclusion] Physical therapy with exercise intensity set to 13 on the Borg scale and Grade 1 per Common Terminology Criteria for Adverse Events v4.0 may safely improve the performance of activities of daily living of patients with multiple myeloma.

Weight Loss Intervention before Cord Blood Transplantation in an Obese Patient with Acute Myeloid Leukemia: A Case Study.

BACKGROUND: A severely obese woman (39.8 kg/m2) with relapsed acute myeloid leukemia was admitted to our hospital to undergo salvage chemotherapy followed by cord blood transplantation (CBT). CASE: During the salvage chemotherapy period, a 70-day weight loss program addressing diet and exercise was administered. After the 70-day intervention, the patient's body weight and body fat mass had decreased (8.6% and 15.0%, respectively) without any adverse events. The number of available cord blood units with total nucleated cells per body weight greater than 2 × 107/kg was zero at admission and two after weight loss; therefore, CBT could be performed. DISCUSSION: Considering this case, we suggest that a weight loss program combining exercise and nutrition therapy may help patients scheduled for hematopoietic stem cell transplantation by focusing on risk management.

Interactions of Cognitive and Physical Functions Associated with Toilet Independence in Stroke Patients.

OBJECTIVES: The purpose of this study was to clarify the interaction among cognitive and physical functions associated with toilet independence in stroke patients. MATERIALS AND METHODS: We retrospectively examined 125 stroke patients. We performed decision tree analysis to detect the interaction associated with toilet independent using assessment of motor function on the affected side, muscle strength on unaffected side, trunk function, neglect, motivation, and cognitive function. The interactions detected via decision tree confirmed the existence and influence using logistic regression. RESULTS: The verticality test of the Stroke Impairment Assessment Set (3 or ≤2 points) was selected at the first level, and the Revised Hasegawa's dementia scale (≥19 or ≤18 points) and age (≥70 or ≤69 y) were selected at the second level of decision tree. Interaction terms created by these factors were significantly associated with toilet independence after adjusting for the independent influence of each factor using logistic regression. CONCLUSIONS: Our results show an interaction of trunk and cognitive functions or trunk function and age associated with toilet independence. The probability of toilet independence dramatically changes if two factors of each interaction were satisfied in stroke patients.