Automated Video Analysis of Audio-Visual Approaches to Predict and Detect Mild Cognitive Impairment and Dementia in Older Adults.

BACKGROUND: Early identification of different stages of cognitive impairment is important to provide available intervention and timely care for the elderly. OBJECTIVE: This study aimed to examine the ability of the artificial intelligence (AI) technology to distinguish participants with mild cognitive impairment (MCI) from those with mild to moderate dementia based on automated video analysis. METHODS: A total of 95 participants were recruited (MCI, 41; mild to moderate dementia, 54). The videos were captured during the Short Portable Mental Status Questionnaire process; the visual and aural features were extracted using these videos. Deep learning models were subsequently constructed for the binary differentiation of MCI and mild to moderate dementia. Correlation analysis of the predicted Mini-Mental State Examination, Cognitive Abilities Screening Instrument scores, and ground truth was also performed. RESULTS: Deep learning models combining both the visual and aural features discriminated MCI from mild to moderate dementia with an area under the curve (AUC) of 77.0% and accuracy of 76.0%. The AUC and accuracy increased to 93.0% and 88.0%, respectively, when depression and anxiety were excluded. Significant moderate correlations were observed between the predicted cognitive function and ground truth, and the correlation was strong excluding depression and anxiety. Interestingly, female, but not male, exhibited a correlation. CONCLUSION: The study showed that video-based deep learning models can differentiate participants with MCI from those with mild to moderate dementia and can predict cognitive function. This approach may offer a cost-effective and easily applicable method for early detection of cognitive impairment.

The association of potentially inappropriate medications, polypharmacy and anticholinergic burden with readmission and emergency room revisit after discharge: A hospital-based retrospective cohort study.

AIMS: While certain drug-use indicators are known to be associated with clinical outcomes, the relationship is unclear for some highly prevalent conditions in in patients aged ≥65 years. We examine correlations between 3 drug-use indicators and postdischarge healthcare services use by older patients according to the presence of dementia, advanced age and frailty. METHODS: This retrospective cohort study analysed data collected from hospital electronic health records between April and December 2017. Potentially inappropriate medications (PIMs) and anticholinergic burden were assessed using the 2015 Beers Criteria and anticholinergic cognitive burden scale (ACBS) score. Minor and major polypharmacy were defined as the use of 5-9 and ≥10 drugs, respectively. Outcomes were set as emergency room revisits and readmissions at 1, 3 and 6 months postdischarge. The correlation between drug-use indicators and outcomes was analysed by multivariable logistic regression. RESULTS: The final cohort included 3061 patients for the analysis, and 2930, 2671 and 2560 patients were followed up to 1, 3 and 6 months after discharge. After controlling for confounders, all 3 drug-use indicators were significantly associated with readmission and emergency room revisits except for the relationship between PIMs and readmission within 6 months. These associations were significantly observed among patients without dementia, aged >80 years and with frailty. CONCLUSION: PIMs, polypharmacy and anticholinergic burden are common at discharge and correlate with future use of healthcare services. In older patients, the absence of dementia, advanced age and frailty should be given extra consideration with regard to medication safety.

Effect of socioeconomic status on survival in patients on the Diabetes Shared Care Program: Finding from a Taiwan nationwide cohort.

BACKGROUND: The Diabetes Shared Care Program (DSCP) is an integrated care model in Taiwan to improve the care quality of patients with diabetes. Socioeconomic status (SES) is one of the important factors affecting health, and it is confirmed as a predictor of various diseases and deaths.This study aimed to determine the relationship between survival rate and SES among patients who participated in the DSCP. METHODS: A cohort population-based study was conducted using the National Health Insurance Research Database of Taiwan from 2008 to 2013. The study subjects were type 2 diabetes. We defined individual SES and neighborhood SES by each patient's job category and household income, which were characterized as advantaged or disadvantaged. Then we compared the survival rates of SES groups by Cox proportional hazards model to adjust risk factors. RESULTS: This study included 16 614 patients with type 2 diabetes who participated in the DSCP program. The DSCP cohort showed a high hospitalization rate in low individual SES. In terms of 10-year overall survival, DSCP participants with high individual SES living in advantaged and disadvantaged neighborhoods had lower risk of mortality than those with low SES living in advantaged and disadvantaged neighborhoods, after adjustment for age and comorbidity. DSCP participants with low individual SES living in disadvantaged neighborhoods had no significant difference of mortality as those with low individual SES living in advantaged neighborhoods. CONCLUSION: In this study, we found that low individual SES, but not neighborhood SES, was associated with an increased mortality rate among DSCP participants.

Insomnia in older adult females is highly associated with metabolic syndrome.

PURPOSE: The aim of this study is to investigate the relationships between insomnia and metabolic syndrome among Taiwanese older adults. METHODS: This cross-sectional study enrolled participants aged over 60 years from outpatient clinics between July and September 2018. Demographic characteristics of all participants and questionnaire data for sleep duration, use of hypnotic agents, baseline activities of daily living, 5 items of the geriatric depression scale, comorbidities, medications, and risk of obstructive sleep apnea were obtained. Insomnia was defined by scores of questionnaires of the Chinese version of the Athens Insomnia Scale higher or equal to 6 points. Metabolic syndrome was diagnosed according to criteria of the National Cholesterol Education Program Adult Treatment Panel III. Multivariable forward stepwise logistic regression analysis was applied to investigate independent associations between insomnia and metabolic syndrome before and after stratifying by gender. RESULTS: Among the 336 participants (mean age 74.9 ± 8.5 years, female 49.1%), 63.1% participants had metabolic syndrome, with significantly higher prevalence among females than males (males 56.7%; females 69.7%). Participants with metabolic syndrome had higher rates of insomnia (34.0% vs. 21.8%, P = 0.018). The significant associations between insomnia and metabolic syndrome disappeared after adjusting for all covariates. However, insomnia was independently associated with metabolic syndrome in older females (adjusted OR 2.614, 95% CI 1.011-6.763, P = 0.048) after adjusting for all covariates. CONCLUSIONS: Insomnia is significantly associated with metabolic syndrome among older female adults. These findings suggest that gender may play a role in the pathogenesis of insomnia and metabolic syndrome in older adults.

Factors associated with insomnia in older adult outpatients vary by gender: a cross-sectional study.

BACKGROUND: Insomnia is a common sleep disturbance in older adults and is associated with many poor health outcomes. This study aimed to explore factors associated with insomnia in older adult outpatient clinics, and to further analyze the influence of gender on factors associated with insomnia. METHODS: This cross-sectional study was conducted in the outpatient clinics of a tertiary hospital in Southern Taiwan from July to September 2018. A total of 400 consecutive subjects aged 60 years or older were recruited. Insomnia was defined as a score of ≥6 points on the Athens Insomnia Scale (AIS). Socio-demographics, health behaviors and clinical data were collected by face-to-face interview. Multivariable logistic regression was adopted for statistical analysis of the entire sample and stratified by gender. RESULTS: Participants' mean age was 74.74 ± 8.54 years, and the majority (93%) had more than one chronic disease. The prevalence of insomnia accounted for 30% (120/400) of all subjects, with males 22.9% (46/201) and females 37.2% (74/199). Gender, appetite, exercise, depressive symptoms, and sleep-related conditions such as short sleep duration, sleeping pills usage, medium-high risk of obstructive sleep apnea (OSA) and restless leg syndrome (RLS) were factors associated with insomnia in older adults. Exercise, sleeping pills usage, and RLS were independently associated with insomnia only in men, while appetite and medium-high risk of OSA were associated with insomnia in women only. In addition, after further adjusting for covariates, prevalence of the insomnia-related symptoms such as sleep induction, total sleep duration, sleep quality and sleepiness during the day was significantly higher in females than in males. CONCLUSIONS: Insomnia symptoms are highly prevalent among older adults, predominantly females. Significant differences are found between genders in factors associated with insomnia and insomnia-related symptoms. Understanding gender differences may help clinicians to modify associated factors when managing older adults with insomnia.

Developing a predictive model for hospital-associated disability among older patients hospitalized for an acute illness: the HAD-FREE Score.

PURPOSE: To develop a predictive model to identify hospitalized older patients at risk of functional decline. METHODS: This retrospective cohort study recruited participants aged 65 years and over admitted to internal medicine wards of a tertiary medical center in Taiwan during May to October 2017 for developing predictive model (n = 1698) and those admitted during November to December 2017 for validation study (n = 530) of the model. Demographic data, geriatric assessments and hospital conditions (admission route and length of hospital stay) were collected for analysis. RESULTS: Overall, of the 1698 participants (mean age 75.8 ± 7.9 years, 60.9% male) enrolled in the development study, 20.1% had functional decline. Results of multivariate logistic regression showed that older age, hearing impairment, history of falls within one year, risk of malnutrition, physical restraint, admission via emergency department and hospital stay ≥ 5 days were independent predictive factors for decline. A scoring system, HAD-FREE Score, constructed from the above predictive factors ranged from 0 to 18 points and ≥ 6 points was chosen as the cut-off point. The area under the receiver operating characteristic analysis was 0.748 (95% confidence interval: 0.720-0.776), the sensitivity was 65.3% and the specificity was 71.3%. Validation of the HAD-FREE Score showed moderate discriminative ability in the validation study. CONCLUSION: A HAD-FREE Score developed from seven independent factors could predict functional decline with moderate discriminative ability and good validation. This scoring system can be the basis of an automatic dynamic tracking within the electronic medical record to identify those older patients at risk of functional decline during hospitalization.

Sarcopenia is independently associated with parietal atrophy in older adults.

INTRODUCTION: As populations age, sarcopenia becomes a major health problem among adults aged 65 years and older. However, little information is available about the relationship between sarcopenia and brain structure abnormalities. The objective of this study was to investigate associations between sarcopenia and brain atrophy in older adults and relationships with regional brain areas. METHODS: This prospective cohort study recruited 102 retirement community residents aged 65 years and older. All participants underwent gait speed measurement, handgrip strength measurement and muscle mass measurement by dual X-ray absorptiometry. Diagnosis of sarcopenia was made according to criteria of the Asian Working Group for Sarcopenia (AWGSOP). All patients underwent magnetic resonance imaging (MRI), and images were analysed for global cortical atrophy (GCA) (range 0-3), parietal atrophy (PA) (range 0-3) and medial temporal atrophy (MTA) (range 0-4). RESULTS: Among 102 older adult participants (81.4 ± 8.2 years), 47 (46.1%) were diagnosed with sarcopenia according to AWGSOP criteria. The sarcopenia group had more moderate to severe PA (Grade 2: 19.1% vs. 5.5%; grade 3:6.4% vs. 0%, P = 0.016) and GCA (Grade 2: 40.4% vs. 18.2%, P = 0.003) and a trend of more moderate to severe MTA (Grade 2: 46.8% vs. 30.9%; grade 3: 8.5% vs. 1.8%, P = 0.098) than the non-sarcopenia group. In univariate logistic regression, sarcopenia was significantly associated with PA (OR 5.94, 95% CI 1.56-22.60, P = 0.009), GCA (OR 3.05, 95% CI 1.24-7.51, P = 0.015), and MTA (OR 2.55, 95% CI 1.14-5.69, P = 0.023). In multivariable logistic regression analysis, sarcopenia was an independent risk factor for PA (adjusted OR 6.90, 95% CI 1.30-36.47, P = 0.023). After adjusting for all covariates, only age had a significant relationship with GCA (Adjusted OR 1.09, 95% CI 1.00-1.19, P = 0.044) and MTA (Adjusted OR 1.09, 95% CI 1.01-1.17, P = 0.022). CONCLUSIONS: This is the first study to explore associations between sarcopenia and global as well as regional brain atrophy in older adults. The sarcopenia group had higher rates of moderate to severe PA, GCA and MTA than the non-sarcopenia group. PA was significantly associated with sarcopenia in older adults. Further longitudinal studies are needed to address the mechanism and pathogenesis of brain atrophy and sarcopenia.

Effects of modified version of the Hospital Elder Life Program on post-discharge cognitive function and activities of daily living among older adults undergoing total knee arthroplasty.

OBJECTIVES: This study aimed to investigate the effects of a modified Hospital Elder Life Program (mHELP) on post-discharge cognition and physical function among older adults undergoing total knee arthroplasty (TKA), and to evaluate the incidence of postoperative delirium. DESIGN: Non-randomized intervention trial. SETTING AND PARTICIPANTS: A total of 140 patients aged 60 years and older scheduled for elective orthopedic surgery at our institution between August 2017 and December 2018 were included. METHODS: Ward-level stratification was used with one surgical ward receiving mHELP (intervention group), including orientation communication, early mobilization, vision/hearing impairment equipment, and dehydration prevention, and another ward providing usual care (control group). All participants were assigned to two surgical wards. Outcome measures were collected using MMSE telephone version (tMMSE), activities of daily living (ADL) and instrumental activities of daily living (IADL) instruments at 1, 6, and 12 months after discharge. Multiple linear regression analysis was used to measure effects of mHELP intervention on mean differences in tMMSE, ADL and IADL scores from baseline to 1-, 6- and 12-months. RESULTS: Effects of mHELP intervention significantly preserved cognitive function at 1 and 12 months, but not at 6 months, compared with controls, regardless of adjustments for confounders. However, no intervention effects were noted in ADL and IADL scores. Postoperative delirium in the whole cohort was 3.6 % (2.5 % in intervention group, 5.1 % in control group, P = 0.41). CONCLUSIONS: mHELP intervention preserves post-discharge cognitive function, but has no notable effect on ADL and IADL function in older adults undergoing elective TKA surgery.

The Trend of Aggressive Treatments in End-of-Life Care for Older People With Dementia After a Policy Change in Taiwan.

OBJECTIVES: We evaluated the trend of end-of-life healthcare utilization and life-sustaining interventions for older adults with dementia 3 to 4 years after the change in hospice policy. DESIGN: Population-based retrospective cohort study. SETTING AND PARTICIPANTS: We used the National Health Insurance Research database of enrolled patients ≥65 years of age diagnosed with dementia who died in 2010-2013 (n = 2062). METHODS: Aggressive treatments, including healthcare utilization and life-sustaining interventions, were recorded within 6 months of death. Aggressive healthcare utilization included ≥1 emergency department visits, ≥1 hospitalizations, >14 days of hospitalization, intensive care unit admission, and death in an acute care hospital. Life-sustaining interventions were enteral tube, artificial nutrition, blood transfusion, hemodialysis, invasive ventilation, and cardiopulmonary resuscitation. RESULTS: Compared with 2010‒2012, 2013 rates significantly decreased for all measures (P < .001). Composite scores of healthcare utilization and life-sustaining treatments in 2013 were significantly lower than for 2010‒2012, after controlling for confounding variables (both P < .001). CONCLUSIONS AND IMPLICATIONS: Older patients with dementia had a trend of reduced healthcare utilization and fewer life-sustaining treatments near the end of life from 2010 to 2013 after a policy change.

Barthel Index, but not Lawton and Brody instrumental activities of daily living scale associated with Sarcopenia among older men in a veterans' home in southern Taiwan.

BACKGROUND: Older adults are more likely to experience the disorder of skeletal muscles. OBJECTIVE: This study aimed to examine the prevalence of sarcopenia using the diagnostic procedures of sarcopenia recommended by the Asian Working Group for Sarcopenia in 2019. The association of sarcopenia with physical activity and other factors was also explored. METHODS: A cross-sectional study was designed. The sample came from a veterans' home in southern Taiwan during the months of July-September 2018. Sarcopenia was diagnosed according to the Asian Working Group for Sarcopenia (AWGS) criteria in 2019. Skeletal muscle mass and grip strength were determined using bioelectrical impedance analysis and a digital dynamometer, respectively. The walking speed for a 6-m distance was also measured. Furthermore, the Barthel Index (BI), Lawton and Brody Instrumental Activities of Daily Living scales (IADL), mini-mental state examination (MMSE), and body mass index (BMI) were also collected. RESULTS: Overall, 139 men with a mean age of 84.3 years (± 10.3 years) were analyzed. According to the recommendation of the AWGS in 2019, the prevalence of sarcopenia was 66.9% (n = 93), whereas 55.4% (n = 77) of men were determined to have severe sarcopenia. After adjusting for age, BMI (OR 0.63, 95% CI 0.53-0.75, p < 0.001] and BI scale score [odds ratio (OR) 0.96, 95% confidence interval (CI) 0.93-0.99, p = 0.011) were significantly associated with sarcopenia, but the mini-mental state examination and Lawton and Brody IADL scales scores not. CONCLUSION: A high prevalence of sarcopenia was evident in this study sample. The impaired score of the BMI and BI were risk factors of sarcopenia. Health providers should pay more attention to residents who have these risk factors, so possible stratagem or intervention can be figured out to improve their health status.

A national study on long-term osteoporosis therapy and risk of recurrent fractures in patients with hip fracture.

OBJECTIVE: The study aimed to evaluate the impact of osteoporosis (OP) medication persistence on subsequent fractures and all-cause mortality in patients with hip fracture. METHODS: In this retrospective cohort study, we included patients aged ≥ 40 years with fragility hip fracture from the Taiwan's National Health Insurance Research Database. OP medication persistence was categorized as yes (≥ 12 months) or no (< 12 months). A multivariate Cox proportional hazard model was used to evaluate the association between OP medication persistence and recurrent fractures (including hip, vertebral, and upper and lower limb fractures) and all-cause mortality. RESULTS: A total of 946 patients were included in the study (86.5 % of them aged ≥ 65 years) and 210 patients persistently received OP medications. Persistent OP medication use was associated with lower fracture risk (adjusted hazard ratio [aHR] = 0.64; 95 % CI = 0.41-0.99; P = .043) in the follow-up period. The strongest predictors for all-cause mortality were age ≥ 80 years (HR = 5.68, 95 % CI = 1.36-23.64, P = .017), male sex (HR = 1.55; 95 % CI = 1.18-2.03; P = .002), and Charlson Comorbidity Index ≥ 3 (aHR = 1.56; 95 % CI = 1.07-2.27; P = .022). Kaplan-Meier curves showed a lower cumulative incidence of recurrent fractures in the persistent group than that in the non-persistent group (P = .028). CONCLUSION: Persistent OP medication use was associated with a lower risk of recurrent fractures but not with mortality in patients with hip fracture.

Synergistic effect of low handgrip strength and malnutrition on 4-year all-cause mortality in older males: A prospective longitudinal cohort study.

BACKGROUND: No studies have yet examined the interrelationship of malnutrition and low handgrip strength in terms of mortality. The aim of the present study was to evaluate the potential synergistic effects of malnutrition and low handgrip strength on mortality among older adults living in a retirement community. METHODS: This prospective longitudinal cohort study recruited subjects aged 65 years and over from a veterans care home in Taiwan in 2013. Nutritional status was assessed using the Mini-Nutritional Assessment-Short Form (MNA-SF, malnutrition was MNA-SF<12); muscle strength was measured by handgrip strength (low handgrip strength was handgrip strength <26 kg). The Kaplan-Meier method with the log-rank test was used to estimate survival differences between groups and Cox proportional regression model was used to estimate the adjusted difference in 4-year all-cause mortality between groups. RESULTS: Recruited for the present study were 333 male participants (mean age 85.4 ± 5.7 years). Of these, 50.2% had malnutrition and 54.7% had low handgrip strength. Compared with subjects with no malnutrition and low handgrip strength, those with malnutrition had significantly greater risk of 4-year all-cause mortality (adjusted hazards ratio: 2.05, 95% confident interval [CI]: 1.04-4.01); hazard ratio increased to 3.41 (95% CI 1.93-6.04) for those with both malnutrition and low handgrip strength. CONCLUSIONS: Malnutrition was an independent risk factor for 4-year all-cause mortality and low handgrip strength with malnutrition synergistically increased the mortality risk. Further study is needed to confirm the effectiveness of integrated programs to assist those at risk.

Association of cognitive impairment, depressive symptoms and sarcopenia among healthy older men in the veterans retirement community in southern Taiwan: a cross-sectional study.

AIM: To evaluate the association of cognitive impairment, depressive mood and sarcopenia among older men living in the veterans retirement community in southern Taiwan METHODS: This cross-sectional study recruited 353 men aged 65 years and older. In addition to demographic characteristics, all participants were measured for gait speed, handgrip strength and muscle mass by using bioelectrical impedance analysis (BIA). The diagnosis of sarcopenia was made according to the European Working Group on Sarcopenia in Older People criteria. Slow walking speed was defined as ≤ 0.8 meter/second. Low muscle strength was defined as the handgrip strength less than 22.5 kg which was adjusted according to Taiwanese norms. A height-adjusted muscle mass of 8.87 kg/m2 from a previous Taiwanese study was defined as low muscle mass. Cognitive function was evaluated by the Mini-Mental State Examination (MMSE), and the Geriatric Depression Scale-15 (GDS-15) was used for screening of depressive symptoms. RESULTS: Among the 353 participants (mean age 82.7 ± 5.3 years), 30.9% (109/353) were classified as sarcopenic. Multivariate logistic regression showed that sarcopenia was independently associated with cognitive impairment (adjusted OR 3.03, 95% CI 1.63-5.65, P < 0.001) and depressive symptoms (adjusted OR 2.25, 95% CI 1.03-4.89, P = 0.04). CONCLUSIONS: Sarcopenia was significantly associated with cognitive impairment and depressive symptoms among otherwise healthy older men living in the veterans retirement community. Further outcome study is required to explore the interrelationship of cognition, depressive symptoms and sarcopenia in older adults.