Risk Factors In Older Patients Research Articles

Acute Appendicitis in the Elderly: A Nationwide Retrospective Analysis.

Background: Acute appendicitis (AA) in older individuals remains understudied. We aimed to assess AA characteristics in patients older than 60 years and evaluate the impact of comorbidities. Methods: This retrospective study analyzed data from the American National Inpatient Sample between 2016 and 2019 to compare AA characteristics in patients younger and older than 60 years. Results: Of the 538,400 patients included, 27.5% were older than 60 years. Younger patients had a higher appendectomy rate (p < 0.01), while the complicated appendicitis rate was higher in older patients. Superficial wound infection, systemic infection, and mortality rates were higher in older patients (p < 0.01). Risk factors for superficial wound infection in patients younger than 60 years included cerebrovascular disease, chronic kidney disease, hypertension, heart failure, and obesity, whereas only heart failure was a risk factor in older patients. Risk factors for systemic infection in young patients included hypertension, heart failure, obesity, and diabetes mellitus, while in older patients they included hypertension, heart failure, and obesity. Complicated appendicitis was not a risk factor for infections in either group. Conclusions: This study highlights a higher incidence of AA in older individuals than previously reported, with comorbidities posing differing risks for infections between age groups.

Stroke Events and Risk Factors in Older Patients with Moyamoya Disease

We aimed to comprehensively analyze the epidemiology, natural history, stroke events and their risk factors, and the RNF213 p.Arg4810Lys variant in older patients with moyamoya disease (MMD). We enrolled patients with MMD followed-up at our hospital between 2000 and 2023. Those who developed MMD at age ≥ 60 years or were diagnosed at a younger age and followed-up after age 60 years were included. Baseline characteristics, onset type, radiological features, and RNF213 p.Arg4810Lys variant status were investigated. Among 56 patients with 100 affected hemispheres, 62 were asymptomatic, 26 experienced ischemic onset, and 12 had hemorrhagic onset. A higher incidence of anterior choroidal artery (AchA) dilatation and lower proportion of favorable modified Rankin scale scores were detected in hemorrhagic onset, whereas greater prevalence of bypass surgery in ischemic onset. Of 76 asymptomatic hemispheres at the age of 60 years, subsequent stroke events occurred in 10 hemispheres, comprising eight hemorrhages and two ischemias. Risk factors for de novo hemorrhage in asymptomatic hemispheres included AchA dilatation and choroidal anastomosis. Comparison of the RNF213 p.Arg4810Lys variant status showed no significant differences in baseline characteristics, onset types, or imaging findings, except for a higher percentage of patients in the GA group with a family history of MMD. Hemorrhagic events were the most prevalent and prognostically deteriorating factors in older patients with MMD aged ≥60 years. AchA dilatation and choroidal anastomosis were predictors of de novo hemorrhage in asymptomatic nonsurgical hemispheres in older patients with MMD.

Association and Prognostic Value of Multidomain Frailty Defined by Cumulative Deficit and Phenotype Models in Patients With Heart Failure

BackgroundFrailty is associated with a poor prognosis in older patients with heart failure (HF). However, multidomain frailty assessment tools have not been established in patients with HF, and the association between the frailty phenotype and the deficit-accumulation frailty index in these patients is unclear. We aimed to understand this relationship and evaluate the prognostic value of the deficit-accumulation frailty index in older patients with HF. MethodsWe retrospectively analyzed FRAGILE-HF cohort, which consisted of prospectively registered hospitalized patients with HF aged ≥ 65 years. The frailty index was calculated using 34 health-related items. The physical, social, and cognitive domains of frailty were evaluated using a phenotypic approach. The primary endpoint was all-cause mortality. ResultsAmong 1027 patients with HF (median age, 81 years; male, 58.1%; median frailty index, 0.44), a higher frailty index was associated with a higher prevalence in all domains of cognitive, physical, and social frailty defined by the phenotype model. During the 2-year follow-up period, a higher frailty index was independently associated with all-cause death even after adjustment for Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score plus log B-type natriuretic peptide (per 0.1 increase: hazard ratio, 1.21; 95% confidence interval, 1.07-1.37; P = 0.002). The addition of the frailty index to the baseline model yielded statistically significant incremental prognostic value (net reclassification improvement, 0.165; 95% confidence interval, 0.012-0.318; P = 0.034). ConclusionsA higher frailty index was associated with a higher prevalence of all domains of frailty defined by the phenotype model and provided incremental prognostic information with pre-existing risk factors in older patients with HF.

Independent risk factors for depression in older adult patients receiving peritoneal dialysis for chronic kidney disease

BACKGROUND According to the trend of global population aging, the proportion of elderly patients with chronic kidney disease (CKD) is expected to increase. However, there are more than 20 million people in China with decompensated kidney function, of which 19.25% are elderly people. Therefore, special attention should be paid to the education years, sleep quality, anxiety status, comorbidities with diabetes, cardiovascular disease (CVD), and anemia as independent risk factors for depression in elderly CKD patients. This study explores the clinical mana-gement of elderly CKD patients that should address these risk factors to prevent depression and improve their prognosis. AIM To investigate depression risk factors in older patients receiving peritoneal dialysis, aiding future prevention of depression in these patients. METHODS This retrospective study included a primary study population of 170 patients with CKD who received peritoneal dialysis from January 2020 to December 2022. We assessed the patients’ mental status using the Beck Depression Inventory Score-II (BDI-II), Self-Rating Anxiety Scale (SAS), Anxiety Inventory Score, and the Pittsburgh Sleep Quality Index (PSQI). Logistic regression was employed to identify depression independent risk factors among these patients. RESULTS The non-depressed group had a significantly longer education period than the depressed group (P &lt; 0.05). The depressed group exhibited significantly higher mental status scores than the non-depressed group (P &lt; 0.001). Patients with diabetes mellitus (DM) or CVD had a higher probability of developing dep-ression. Patients with depression had significantly lower hemoglobin and albumin levels than patients without depression (P &lt; 0.05). Spearman correlation analysis of BDI-II scale scores, measuring depression, indicated positive correlations with BDI-II and SAS scores as risk factors for depression in patients with CKD. In contrast, years of education, hemoglobin levels, and peritoneal Kt/V were negatively correlated, serving as protective factors against depression. An analysis of variance for influences with significant differences in the univariate analysis revealed that years of schooling, BDI-II, SAS, PSQI, DM, CVD, and hemoglobin levels independently influenced depression in older patients with CKD. CONCLUSION Education, BDI-II, SAS, PSQI, DM, and CVD are independent risk factors for depression in older patients with CKD; therefore, post-treatment psychological monitoring of high-risk patients is crucial to prevent depression.

Vascular Schizophrenia-like Psychosis in Older Adults.

The aims of this study were to analyze prevalence and severity of vascular risk factors in older patients referred to our clinic due to onset of Very Late-Onset Schizophrenia-Like Psychosis (VLOSLP) and to create a specific phenotype based on pathophysiological insight rather than age of onset. In a longitudinal study, 103 (M = 39, F = 64; mean age of 80.32 ± 7.65 years) patients were evaluated with cognitive, neuropsychiatric, and functional assessment scales. Blood concentration of hemoglobin (Hb), mean corpuscular volume (MCV), platelets, total protein test (TPT), creatinine, azotemia, glycemia, total cholesterol (TC), triglycerides (TG), uric acid (UA), sodium (Na), potassium (K), chlorine (Cl), calcium (Ca), folate, vitamin B12 (Vit-B12), and homocysteine were measured. Presence/absence of tobacco use, alcohol consumption, psychoactive substance use, hypertension, hyperlipidemia, diabetes mellitus, and history of vascular disease were collected. Females were more apathetic than males (NPI-Apathy: p = 0.040). Males had a significantly higher level of Hb (p = 0.019) and UA (p = 0.001), and a lower level of platelets (p = 0.004) and Ca (p = 0.003), and used more tobacco (p = 0.046) and alcohol (p = 0.024) than females. Comparing patients < 80 and ≥80 years, we found differences in frequency of vascular risk factors among men (p = 0.027). In total, 102 patients were treated for psychosis (59.16% of them were using atypical antipsychotics). The results of this study could be useful for a progressive demonstration of the causal relationship between cardiac and cerebral vascular events and VLOSLP.

Stone-event-free survival after ureteroscopic lithotripsy by age: comparison between young and older patients.

The aim of this study is to examine stone-event-free survival after ureteroscopic lithotripsy (URSL) and risk factors for stone events by age. We retrospectively collected data of all URSL cases at our institution from 2008 to 2021. A total of 1334 cases were included and divided into young (< 65years, 792 cases), young-old (65-74years, 316 cases), old-old (75-84years, 172 cases), and oldest-old (≥ 85years, 54 cases) groups. Patient characteristics, surgical outcomes, and postoperative stone events were evaluated. The stone-event-free survival and risk factors were compared between young and older groups. Overall, 214 (16.0%) cases developed stone events during a mean follow-up period of 763days and the 2-year, 5-year, and 8-year stone-event-free survival rates were 84.5%, 72.2%, and 57.2%, respectively. The numbers of stone events in young, young-old, old-old, oldest-old groups were 133 (16.8%), 53 (16.8%), 21 (12.2%), and 7 (13.0%), respectively. No significant differences were found in stone-event-free survival between the young group and each of the older groups. Residual fragment > 4mm and stone burden ≥ 15mm were common risk factors in both young and older groups. Especially in older patients, preoperative stenting, which was most often performed to treat obstructive pyelonephritis, was the third risk factor. In conclusion, stone-event-free survival after URSL was comparable between young and older patients. Residual fragment > 4mm and stone burden ≥ 15mm were common risk factors in both groups. Preoperative stenting was an additional risk factor in older patients, suggesting that urinary tract infection may influence stone events.

Analysis of Anticholinergic Drug-Induced Urinary Retention and Risk Factors in Older Patients

Na Young Ku, Jae Yeon Yu, Da Som Jeong, Soo Kyung Lee, Ji Yun Woo, Hye Lim Ahn, Eyn Young Kwon and Jin Suk Kang. J. Kor. Soc. Health-syst. Pharm. 2023;40:72-86. https://doi.org/10.32429/jkshp.2023.40.1.003

Holistic Assessment of Quality of Life Predicts Survival in Older Patients with Bladder Cancer

ObjectiveTo determine if clustering methods can use a holistic assessment of health-related quality-of-life after bladder cancer diagnosis to predict survival outcomes independent of clinical characteristics. In the United States, an estimated 81,180 cases of bladder cancer will be diagnosed in 2022. We aim to help address the knowledge gap concerning the impact of patient functional status on outcomes. Materials And MethodsThis is a cross-sectional, retrospective cohort study of patients in the End Results-Medicare Health Outcomes Survey Registry. Age and 36-Item Short Form Survey (SF-36) responses were used as K-means inputs to identify homogenous clusters of older patients with bladder cancer. We analyzed the association between the identified clusters, patient and disease characteristics, and outcomes. We used Cox proportional hazard regression to compare overall survival. ResultsWe identified 5 homogenous clusters that exhibited differences in patient characteristics and survival. There was no significant difference in cancer stage or surgery type among the clusters. The Cox proportional hazard regression demonstrated significant associations of cluster with gender, age, education, marital status, smoking status, type of surgery, and cancer stage on overall survival. Cluster independently predicted overall survival. ConclusionUsing unsupervised machine learning, we identified clusters of patients with bladder cancer who had similar mental and physical function scores. Cluster grouping suggests that patients’ mental and physical function may not be based on disease or treatment. There are significant survival differences between all clusters, demonstrating that a holistic assessment of patient-reported health-related quality-of-life has the potential to predict survival and possible modifiable risk factors in older patients with bladder cancer.

Risk of pre-existing hyponatremia and mortality in patients with traumatic brain injury across age groups

Traumatic brain injurySodiumClinical outcomes.

Falls among older patients with total knee arthroplasty

IntroductionFew studies have attempted to identify the prevalence of falls after TKA and their risk factors in older patients. The purpose of this study was to explore the prevalence of falls in patients with TKA as well as sociodemographic and medical factors that increase the risk of falling in older patients. MethodsOne-hundred-eighty-seven older patients aged 65 and older, who had undergone TKA, were retrospectively interviewed within a year from hospitalization. ResultsOf the 187 patients who underwent TKA in the last year, 26.7% sustained a fall. The mean time after TKA was eight months. This study reveals that older patients with a higher number of comorbidities, a higher number of medications, and suffering from depression, are at a higher risk of falls following TKA. ConclusionThe prevalence of falls was 26.7% following TKA. Older patients with a higher number of comorbidities, who take a higher number of medications, and suffer from depression, are at a higher risk of falling following TKA. Level of evidenceIV, retrospective cohort study.

Comorbidities as Risk Factors for Severe Disease in Hospitalized Elderly COVID-19 Patients by Different Age-Groups in Japan

Introduction: Old age is an independent risk factor (RF) for severe COVID-19; evidence for clinico-epidemiological characteristics among elderly COVID-19 patients is scarce. We aimed to analyze clinical and epidemiological characteristics and comorbidities associated with COVID-19 inpatients in age-stratified populations of an elderly COVID-19 cohort. Methods: We conducted a retrospective cohort study, using nationwide registry data of COVID-19 patients hospitalized before October 31, 2020 (major information entered in the registry as of December 28, 2020). Participants were divided by age according to the Japan Geriatrics Society and the Japan Gerontological Society: pre-old (65–74 years), old (75–89 years), and super-old (≥90 years). Multivariable logistic regression (MLR) analyses were conducted to identify stratified risk and relationships with comorbidities associated with worse outcomes in different age-groups of elderly patients. Demographics and supportive care were evaluated by category. Results: Data of 4,701 patients from 444 hospitals were included. Most patients (79.3%) had at least one comorbidity; the proportion of patients with hypertension was high in all categories. The proportion of patients with dementia, cardiovascular disease, and cerebrovascular disease increased with age. The percentage of patients who underwent invasive mechanical ventilation/extracorporeal membrane oxygenation was lower in the super-old group. In total, 11.5% of patients died (5.3%, pre-old; 15.2%, old; and 22.4%, super-old). MLR showed that the risk of critical illness differed among age-groups. Male sex was a significant RF in all ages. Collagen disease, moderate to severe renal disorder, and dialysis were significant RFs in older patients, while hematological malignancies and metastatic tumors were more important RFs for severe disease in relatively younger patients. Most of the RFs for critical illnesses were associated with death. Conclusion: Differences in the epidemiological and clinical characteristics among the different age-groups were found.

The association of polypharmacy with functional decline in elderly patients undergoing cardiac surgery.

Identifying preoperative risk factors in older patients becomes more important to reduce adverse functional outcome. This study investigated the association between preoperative medication use and functional decline in elderly cardiac surgery patients and compared polypharmacy as a preoperative screening tool to a clinical frailty assessment. This sub-study of the Anaesthesia Geriatric Evaluation study included 518 patients aged ≥70 years undergoing elective cardiac surgery. The primary outcome was functional decline, defined as a worse health-related quality of life or disability 1 year after surgery. The association between polypharmacy (i.e. ≥5 prescriptions and <10 prescriptions) or excessive polypharmacy (i.e. ≥10 prescriptions) and functional decline was investigated using multivariable Poisson regression. Discrimination, calibration and reclassification indices were used to compare preoperative screening tools for patient selection. Functional decline was reported in 284 patients (55%) and preoperative polypharmacy and excessive polypharmacy showed higher risks (adjusted relative risk 1.57, 95% confidence interval [CI] 1.23-1.98 and 1.93, 95% CI 1.48-2.50, respectively). Besides cardiovascular medication, proton-pump inhibitors and central nervous system medication were significantly associated with functional decline. Discrimination between models with polypharmacy or frailty was similar (area under the curve 0.67, 95% CI 0.61-0.72). The net reclassification index improved when including polypharmacy to the basic model (17%, 95% CI 0.06-0.27). Polypharmacy is associated with functional decline in elderly cardiac surgery patients. A preoperative medication review is easily performed and could be used as screening tool to identify patients at risk for adverse outcome after cardiac surgery.

Perioperative outcomes of the Geriatric Assessment and Medical Preoperative Screening (GrAMPS) program pilot for older hernia patients: does chronological age predict outcomes?

The Geriatric Assessment and Medical Preoperative Screening (GrAMPS) program was an initial attempt to understand and to define the prevalence of age-related risk factors in older patients undergoing elective ventral hernia repair (VHR) or inguinal hernia repair (IHR). Preliminary analysis found significant rates of previously unrecognized objective cognitive dysfunction, multimorbidity and polypharmacy. We now examine whether chronological age as a sole risk factor can predict a patient's perioperative outcomes, and if traditional risk calculators that rely heavily on chronological age can accurately capture a patient's true risk. This was a retrospective secondary analysis of the previously reported GrAMPS trial enrolling patients 60years and older with a planned elective repair of a ventral or inguinal hernia. The rates of key postoperative outcomes were compared between various cohorts stratified by chronological age. Previously validated risk screening calculators [Charlson Comorbidity Index (CCI), National Surgical Quality Improvement Program (NSQIP)] were compared between cohorts. In total, 55 (78.6%) of the 70 patients enrolled in GrAMPS underwent operative intervention by May 2021, including 26 VHR and 29 IHRs. Cohorts stratified by chronological age had similar rates of key perioperative wound and age-related outcomes including readmissions, postoperative complications, non-home discharges, and length of stay. Additionally, while the commonly used risk calculators, CCI and NSQIP, consistently predicted worse outcomes for older hernia patients (stratified by both median age and age-tertiles), screening positive on these risk assessments were not actually predictive of a greater incidence of postoperative complications. Chronological age does not accurately predict worse adverse postoperative complications in older hernia patients. Additionally, traditional risk screening calculators that rely heavily on age to risk stratify may not accurately capture a patient's true surgical risk. Surgeons should continue to explore nuanced patient risk assessments that more accurately capture age-related risk factors to better individualize perioperative risk.

Risk Factors and Characteristics of Adverse Reactions Associated with the Use of Beta-Lactam Antibiotics in Older Patients

The frequency of adverse drug reactions (ADRs) in older patients is approximately 11.0%, according to scientific literature. Antibiotics are the third largest group (19.5%) of medicinal products in terms of ADR frequency in geriatric patients. Beta-lactam antibiotics are the empiric treatment of choice for older outpatients and inpatients with community-acquired pneumonia. The mortality in this group of patients accounts for 85% of the overall mortality from community-acquired pneumonia. The aim of the study was to analyse scientific data on risk factors and characteristics of adverse drug reactions associated with the use of beta-lactam antibiotics in older patients. Specificity of ADRs to beta-lactam antibiotics in this group of patients is due to age-related changes in pharmacokinetics and pharmacodynamics as well as polymorbidity and polypharmacy. The analysis of scientific literature demonstrated that there have not been so many pharmacoepidemiological studies in this group of patients, and their results have been inconsistent. The frequency, causes, and clinical manifestations of ADRs in geriatric patients are diverse and differ considerably from those in younger patients. Of the most widely used antibiotics, ceftriaxone and cefaclor exhibited a statistically lower risk of ADRs in older patients than in younger patients. At the same time, ceftriaxone was associated with a relatively higher frequency of serious ADRs in older patients as compared to younger patients, whereas the frequency of serious ADRs was lower with cefaclor. The likelihood of nephrotoxic, neurotoxic, and hepatotoxic ADRs associated with the use of beta-lactam antibiotics is becoming more and more obvious but it is still underestimated in clinical and geriatric practice. Safety monitoring, therapeutic drug monitoring with due consideration of ADR risk factors in older patients, and inclusion of older patients in clinical trials of antimicrobial drugs, would improve efficacy and safety of antibiotic treatment.

Falls in older adults after hospitalization for acute myocardial infarction.

After hospitalization for acute myocardial infarction (AMI), older adults may be at increased risk for falls due to deconditioning, new medications, and worsening health status. Our primary objective was to identify risk factors for falls after AMI hospitalization among adults over age 75. We used data from the Comprehensive Evaluation of Risk Factors in Older Patients with AMI (SILVER-AMI) study, a prospective cohort study of 3041 adults age 75 and older hospitalized with AMI at 94 community and academic medical centers across the United States. In-person interviews and physical assessments, as well as medical record review, were performed to collect demographic, clinical, functional, and psychosocial data. Falls were self-reported in telephone interviews and medically serious falls (those associated with emergency department use or hospitalization) were determined by medical record adjudication. Backward selection was used to identify predictors of fall risk in logistic regression analysis. A total of 554 (21.6%) participants reported a fall and 191 (6.4%) had a medically serious fall within 6 months of discharge. Factors independently associated with self-reported falls included impaired mobility, prior fall history, longer hospital stay, visual impairment, and weak grip. Factors independently associated with medically serious falls included older age, polypharmacy, impaired functional mobility, prior fall history, and living alone. Among older patients hospitalized for AMI, falls are common in the 6 months following discharge and associated with demographic, functional, and clinical factors that are readily identifiable. Fall risk should be considered in post-AMI clinical decision-making and interventions to prevent falls should be evaluated.

Geriatric assessment and medical preoperative screening (GrAMPS) program for older hernia patients.

The incidence of older adults undergoing inguinal and ventral hernia repairs is increasing. Older adults are disproportionately affected by age-related risk factors, which are often under-recognized and may adversely affect surgical outcomes. These age-related risk factors often termed "geriatric syndromes," include multimorbidity, frailty, cognitive impairment, depression, obesity, functional impairment, polypharmacy, and poor subjective health. The aim of this study was to identify the prevalence of age-related risk factors in older patients undergoing elective hernia repair. Patients aged 60years or older with a planned elective surgical repair of a ventral or inguinal hernia were prospectively enrolled in a clinic. Subjects completed several validated screening tools for geriatric syndromes. Seventy patients completed preoperative assessments (mean age: 68.5years). In total, 24 (34.3%) screened positive for previously unrecognized objective cognitive impairment (Mini-Cog) and 33 (47.1%) for a subjective memory concern. Sixty patients (85.7%) met criteria for polypharmacy. Additionally, 48 (68.6%) screened positive for either pre-frailty (37, 52.9%) or frailty (11, 15.7%), and 66 (94.3%) had multimorbidity. Twenty-five (35.7%) patients self-rated their health as "poor" or "fair," and 18 (25.7%) patients endorsed some functional impairment. There is a high prevalence of age-related risk factors in older patients undergoing elective hernia repair. Further, these factors are often unrecognized and underappreciated despite their potential to significantly impact informed consent and shared decision making. Additional study is required to define the impact of these age-related risk factors on surgical outcomes, which will inform preoperative risk assessment and optimization through modifiable risk reduction.

Risk factors for cage retropulsion after transforaminal lumbar interbody fusion in older patients

BackgroundTo investigate the incidence of cage retropulsion (CR) following transforaminal lumbar interbody fusion (TLIF) and the associated risk factors in older patients with lumbar disorders.MethodsBetween January 2015 and December 2017, 1,880 older patients (aged >60 years) who underwent open TLIF were preliminarily enrolled in this retrospective study. The patients’ medical records were reviewed, and the risk factors potentially associated with CR were analyzed.ResultsA total of 1,662 patients (692 males and 970 females, with an average age of 68.7±5.2 years) who met the eligibility criteria were finally enrolled in this study. Following TLIF, 29 older patients (1.74%) developed CR including 12 patients with spinal stenosis, 7 patients with degenerative spondylolisthesis, 5 patients had degenerative disc diseases, 3 patients had surgical history, and 2 patients suffered isthmic spondylolisthesis. Of the 29 patients, 21 patients suffered lower back pain and/or sciatica (72.4%), while 8 patients were asymptomatic (27.6%). In multivariate analysis, screw loosening [odds ratio (OR) =7.315; 95% confidence interval (CI): 3.4–15.7] and endplate injury (OR =4.947; 95% CI: 2.3–10.6) were found to be independently associated with CR in older patients after TLIF.ConclusionsThe incidence of CR following TLIF in older patients is 1.74%. Screw loosening and endplate injury are risk factors for CR in older patients with TLIF.

Risk Model for Decline in Activities of Daily Living Among Older Adults Hospitalized With Acute Myocardial Infarction: The SILVER-AMI Study.

BackgroundFunctional decline (ie, a decrement in ability to perform everyday activities necessary to live independently) is common after acute myocardial infarction (AMI) and associated with poor long‐term outcomes; yet, we do not have a tool to identify older AMI survivors at risk for this important patient‐centered outcome.Methods and ResultsWe used data from the prospective SILVER‐AMI (Comprehensive Evaluation of Risk Factors in Older Patients With Acute Myocardial Infarction) study of 3041 patients with AMI, aged ≥75 years, recruited from 94 US hospitals. Participants were assessed during hospitalization and at 6 months to collect data on demographics, geriatric impairments, psychosocial factors, and activities of daily living. Clinical variables were abstracted from the medical record. Functional decline was defined as a decrement in ability to independently perform essential activities of daily living (ie, bathing, dressing, transferring, and ambulation) from baseline to 6 months postdischarge. The mean age of the sample was 82±5 years; 57% were men, 90% were White, and 13% reported activity of daily living decline at 6 months postdischarge. The model identified older age, longer hospital stay, mobility impairment during hospitalization, preadmission physical activity, and depression as risk factors for decline. Revascularization during AMI hospitalization and ability to walk a quarter mile before AMI were associated with decreased risk. Model discrimination (c=0.78) and calibration were good.ConclusionsWe identified a parsimonious model that predicts risk of activity of daily living decline among older patients with AMI. This tool may aid in identifying older patients with AMI who may benefit from restorative therapies to optimize function after AMI.

Presentation, Treatment, and Outcomes of the Oldest-Old Patients with Acute Myocardial Infarction: The SILVER-AMI Study

BackgroundOldest-old patients (≥85 years) constitute half the acute myocardial infarction hospitalizations among older adults and more commonly have atypical presentation, under-treatment, and functional impairments. Yet this group has not been well characterized. We characterized differences in presentation, functional impairments, treatments, health status, and mortality among middle-old (75–84 years) and oldest-old patients with myocardial infarction. MethodsWe analyzed data from the ComprehenSIVe Evaluation of Risk Factors in Older Patients with AMI (SILVER-AMI) study that enrolled 3041 patients ≥75 years of age from 94 hospitals across the US between 2013 and 2016. We performed Cox proportional hazards regression to examine the association between the oldest-old (n = 831) and middle-old (n = 2210) age categories with postdischarge 6-month case fatality rate adjusting for sociodemographic and clinical variables, and mobility impairment. ResultsThe oldest-old were less likely to present with chest pain (52.7% vs 57.7%) as their primary symptom or to receive coronary revascularization (58.1% vs 71.8) (P < .01 for both). The oldest-old were more likely to have functional impairments and had higher 6-month mortality compared with the middle-old patients (hazard ratio 1.78, 95% confidence interval, 1.39-2.28). This association was substantially attenuated after adjusting for mobility impairment (hazard ratio 1.29, confidence interval, 0.99-1.68). ConclusionsThere is considerable heterogeneity in presentation, treatment, and outcomes among older patients with myocardial infarction. Mobility impairment, a marker for frailty, modifies the association between advanced age and treatments as well as outcomes.

Complexity and Non-Linearity of Cardiovascular Risk Factors in Older Patients With Multimorbidity and Reduced Renal Function

The aim of this study was to reveal the complex pathophysiology network that may underly associations between chronic kidney disease (CKD), defined with mildly to moderately decreased renal function, and increased CV risk. For this purpose, we used a set of parameters indicating biochemical disorders, known to be associated with CKD. This set of parameters was taken from the larger dataset, where clinical characteristics of older patients with multimorbidity (the existence of two or more chronic diseases at the same person) and mildly to moderately decreased renal function, have been described with multiple parameters. On the selected set of parameters, we applied Machine Learning (ML) methods, to demonstrate relationships between the parameters. We used SMOreg algorithm for developing regression model. At first, we applied the SMOreg algorithm on the dataset to predict C-reactive protein (CRP) and then we used same algorithm to discover pairwise nonlinear relationships between variables such as Age-fglu, Chol-HTC and HB-FE, Age-Homcis, Clear-Homcis, Homcis-TG, CRP-TG. The assessment of non-linear relationships among multiple parameters indicating confounding factors of renal function decline, in older people with multimorbidity, has revealed the close associations between insulin resistance and serum albumin and homocystein levels. Several hypotheses are arising from these study with the potential to facilitate research on the concept of the reverse epidemiology. Although this analytical approach is far from being sufficient to provide the full understanding of the relationships between cardiovascular risk factors and decreased renal function, in older population, by means of the reverse epidemiology, this study emphasizes a need for more integrated and dynamical approaches, when assessing these factors.