Postoperative Delirium (POD) is the most common complication following surgery among older adults, and has been consistently associated with increased mortality and morbidity, cognitive decline, and loss of independence, as well as markedly increased health-care costs. The development of new tools to identify individuals at high risk for POD could guide clinical decision-making and enable targeted interventions to potentially decrease delirium incidence and POD-related complications. In this study, we used machine learning techniques to evaluate whether baseline (pre-operative) cognitive function and resting-state electroencephalography could be used to identify patients at risk for POD. Pre-operative resting-state EEGs and the Montreal Cognitive Assessment (MoCA) were collected from 85 patients (age = 73 ± 6.4 years) undergoing elective surgery, 12 of whom subsequently developed POD. The model with the highest f1-score for predicting delirium, a linear-discriminant analysis (LDA) model incorporating MoCA scores and occipital alpha-band EEG features, was subsequently validated in an independent, prospective cohort of 51 older adults (age ≥ 60) undergoing elective surgery, 6 of whom developed POD. The LDA-based model, with a total of 7 features, was able to predict POD with area under the receiver operating characteristic curve, specificity and accuracy all >90%, and sensitivity > 80%, in the validation cohort. Notably, models incorporating both resting-state EEG and MoCA scores outperformed those including either EEG or MoCA alone. While requiring prospective validation in larger cohorts, these results suggest that prediction of POD with high accuracy may be feasible in clinical settings using simple and widely available clinical tools.
Publications
2024
OBJECTIVES: The outcomes of carotid revascularization in patients with prior carotid artery stenting remain understudied. Prior research has not reported the outcomes after Transcarotid artery revascularization (TCAR) in patients with previous carotid artery stenting. In this study, we compared the peri-operative outcomes of TCAR, tfCAS and CEA in patients with prior ipsilateral CAS using the VQI.
METHODS: Using the Vascular Quality Initiative data from 2016 to 2023, we identified patients who underwent TCAR, tfCAS, or CEA following prior ipsilateral carotid artery stenting. We included covariates such as age, race, sex, BMI, comorbidities (hypertension, diabetes, prior CAD, prior CABG/PCI, CHF, renal dysfunction, smoking, COPD, anemia), symptom status, urgency, ipsilateral stenosis, and contralateral occlusion into a regression model to compute propensity scores for treatment assignment. We then used the propensity scores for inverse probability-weighting and weighted logistic regression to compare in-hospital stroke, in-hospital death, stroke/death, postoperative myocardial infarction (MI), stroke/death/MI, 30-day mortality and cranial nerve injury (CNI) following TCAR, tfCAS, and CEA. We also analyzed trends in the proportions of patients undergoing the three revascularization procedures over time using Cochrane-Armitage trend testing.
RESULTS: We identified 2,137 patients undergoing revascularization following prior ipsilateral carotid stenting: 668 TCAR patients (31%), 1128 tfCAS patients (53%) and 341 CEA patients (16%). In asymptomatic patients, TCAR was associated with a lower yet not statistically significant in-hospital stroke/death than tfCAS (TCAR vs tfCAS: 0.7% vs 2.0%,aOR:0.33[0.11-1.05]; p=0.06), and similar odds of stroke/death with CEA (TCAR vs CEA: 0.7% vs 0.9%,aOR:0.80[0.16-3.98]; p=0.8). Compared with CEA, TCAR was associated with lower odds of post-operative MI (0.1% vs 14%,aOR:0.02[0.00-0.10]; p<0.001), stroke/death/MI (0.8% vs 15%,aOR:0.05[0.01-0.25]; p<0.001), and CNI (0.1% vs 3.8%,aOR:0.04[0.00-0.30]; p=0.002) in this patient population. In symptomatic patients, TCAR had an unacceptably elevated in-hospital stroke/death rate of 5.1% with lower rates of CNI than CEA. We also found an increasing trend in the proportion of patients undergoing TCAR following prior ipsilateral carotid stenting (2016 to 2023: 14% to 41%), with a relative decrease in proportions of tfCAS (61% to 45%) and CEA (25% to 14%) (p<.001).
CONCLUSIONS: In asymptomatic patients with prior ipsilateral carotid artery stenting, TCAR was associated with lower odds of in-hospital stroke/death compared with tfCAS, with comparable stroke/death but lower postoperative MI and CNI rates compared with CEA. In symptomatic patients, TCAR was associated with unacceptably elevated in-hospital stroke/death rates. In line with the post-procedure outcomes, there has been a steady increase in the proportion of patients with prior ipsilateral stenting undergoing TCAR over time.
People with HIV (PWH) are disproportionately affected by cardiovascular disease (CVD). Psycho-behavioral therapies are capable of targeting the pathophysiology underlying HIV-CVD comorbidity. This study synthesized findings from randomized controlled trials (RCTs) of psycho-behavioral therapies for reducing CVD risk among PWH following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Inclusion criteria were: (1) utilized an RCT design, (2) evaluated a cognitive-behavioral or mindfulness-based therapy, (3) sampled adults (age ≥18 years) with HIV, (4) measured a behavioral (e.g., diet) or biological (e.g., immune functioning) CVD risk factor, and (5) published in an English-language peer-reviewed journal. Electronic searches were conducted in six databases (e.g., MEDLINE) using controlled vocabulary and free-text synonyms for HIV, psycho-behavioral therapy, and CVD risk. Data were independently extracted with consensus reached. Outcomes were immune activation, tobacco-smoking, stress, inflammation, and physical activity from 33 studies. There were stronger effects for psycho-behavioral interventions compared to controls on CD4 (Hedge's g=0.262, 95% Confidence Interval [CI]=0.127, 0.396) and tobacco-smoking abstinence (Hedge's g=0.537, 95% CI=0.215, 0.86). There were no differences or insufficient data for stress, inflammation, or physical activity. No eligible studies examined psycho-behavioral interventions on blood pressure, lipids, or weight in PWH. There is increasing importance to further invest in broader CVD risk reduction effort for PWH that include psycho-behavioral intervention strategies.
BACKGROUND: Whether cognitive and functional recovery in skilled nursing facilities (SNF) following hospitalization differs by delirium and Alzheimer's disease related dementias (ADRD) has not been examined.
OBJECTIVE: To compare change in cognition and function among short-stay SNF patients with delirium, ADRD, or both.
DESIGN: Retrospective cohort study using claims data from 2011 to 2013.
SETTING: Centers for Medicare and Medicaid certified SNFs.
PARTICIPANTS: A total of 740,838 older adults newly admitted to a short-stay SNF without prevalent ADRD who had at least two assessments of cognition and function.
MEASUREMENTS: Incident delirium was measured by the Minimum Data Set (MDS) Confusion Assessment Method and ICD-9 codes, and incident ADRD by ICD-9 codes and MDS diagnoses. Cognitive improvement was a better or maximum score on the MDS Brief Interview for Mental Status, and functional recovery was a better or maximum score on the MDS Activities of Daily Living Scale.
RESULTS: Within 30 days of SNF admission, the rate of cognitive improvement in patients with both delirium/ADRD was half that of patients with neither delirium/ADRD (HR = 0.45, 95% CI:0.43, 0.46). The ADRD-only and delirium-only groups also were 43% less likely to have improved cognition or function compared to those with neither delirium/ADRD (HR = 0.57, 95% CI:0.56, 0.58 and HR = 0.57, 95% CI:0.55, 0.60, respectively). Functional improvement was less likely in patients with both delirium/ADRD, as well (HR = 0.85, 95% CI:0.83, 0.87). The ADRD only and delirium only groups were also less likely to improve in function (HR = 0.93, 95% CI:0.92, 0.94 and HR = 0.92, 95% CI:0.90, 0.93, respectively) compared to those with neither delirium/ADRD.
CONCLUSIONS: Among older adults without dementia admitted to SNF for post-acute care following hospitalization, a positive screen for delirium and a new diagnosis of ADRD, within 7 days of SNF admission, were both significantly associated with worse cognitive and functional recovery. Patients with both delirium and new ADRD had the worst cognitive and functional recovery.
INTRODUCTION: Hair cortisol concentration (HCC) is a biomarker of long-term stress. Higher HCC is associated with higher adiposity in adults; however, associations are not well characterized in adolescents.
OBJECTIVE: To examine cross-sectional associations of HCC with adiposity in late adolescence.
METHODS: Amongst 336 non-Hispanic White participants (48.5% female, mean 17.7 years) in Project Viva, we used multivariable linear regression models, overall and sex-stratified, to estimate associations of HCC with body mass index (BMI), bioelectric impedance (BIA) percent body fat, waist circumference (WC) and dual X-ray absorptiometry-measured percent and total fat or trunk fat mass. We adjusted models for age and known predictors of adiposity.
RESULTS: Median (interquartile range) HCC was 2.1 pm/mg (1.0-4.5) and mean (SD) BMI was 23.1 kg/m2 (3.9), BIA %body fat 20.2% (9.9) and WC 80.6 cm (10.9). In adjusted models, higher HCC (per doubling) was associated with higher BMI (β = 0.19 kg/m2; 95%CI 0.00, 0.37) and BIA percent body fat (β = 0.41%; 95%CI 0.04, 0.77). We observed no evidence of effect modification by sex.
CONCLUSIONS: Higher HCC was associated with greater adiposity in late adolescence. Further research is needed to disentangle the relationship between HCC and adolescent adiposity, including the temporal direction of the relationship and sex-specific associations.
IMPORTANCE: Many older women are screened for breast cancer beyond guideline-recommended thresholds. Messaging holds promise to reduce overscreening.
OBJECTIVE: To investigate the effect of a message on older women's support for and intentions of stopping breast cancer screening.
DESIGN, SETTING, AND PARTICIPANTS: A 2-wave randomized clinical online survey trial using a nationally representative online panel was performed from May 12 to June 19, 2023. Women 65 years or older without breast cancer were eligible to participate.
INTERVENTION: A pilot-tested breast cancer screening cessation message delivered to a hypothetical older woman with serious illnesses and functional impairment. The message was described as from 1 of 3 sources (clinician, news story, or family member). Participants were randomized into 4 groups: no message (group 1 [control]), a single message from a clinician at wave 1 and no message at wave 2 (group 2), a message from a news story (wave 1) and a clinician (wave 2) (group 3), and a message from a family member (wave 1) and a clinician (wave 2) (group 4).
MAIN OUTCOMES AND MEASURES: Support for stopping screening in the hypothetical older woman (primary) and screening intentions for oneself (secondary) were assessed on 7-point scales, with higher values indicating stronger support for and intentions to stop screening. Means were compared using analysis of variance. The message effect on screening intentions among participants 75 years or older and those with life expectancy of less than 10 years were also explored.
RESULTS: A total of 3051 women participated in wave 1 of the trial. The mean (SD) age was 72.8 (5.9) years; 272 (8.9%) were non-Hispanic Black and 2506 (82.1%) were non-Hispanic White. Of these women, 2796 (91.6%) completed wave 2. Group 2 had significantly higher support for screening cessation in the hypothetical patient at wave 2 (mean score, 3.14 [95% CI, 2.99-3.29]) compared with group 1 (mean score, 2.68 [95% CI, 2.54-2.82]; P < .001). The effect was even stronger in group 3 (mean score, 4.23 [95% CI, 4.09-4.38]) and group 4 (mean score, 4.12 [95% CI, 3.97-4.27]) compared with both groups 1 and 2 (all P < .001). Message effects on self-screening intentions followed a similar pattern, with larger effects among participants 75 years or older or with limited life expectancy.
CONCLUSIONS AND RELEVANCE: In this randomized clinical trial, a breast cancer screening cessation message significantly increased older women's support for and intentions of screening cessation. The strongest effects were observed when the message was delivered over time from multiple sources. Future work needs to engage potential message sources to examine the feasibility and acceptability of multilevel messaging strategies and their effect on screening behavior.
TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT05821023.
BACKGROUND: Approximately one-half of all adults with HIV experience chronic pain. Needed are nonpharmacological approaches to improve pain management in this population.
METHODS: For this study, we conducted in-depth qualitative interviews (n = 20) with thirteen adults with HIV and 7 HIV care providers regarding their perceptions of Tai Chi for chronic pain management. The interviews were audio recorded, transcribed, double-coded, and analyzed using applied thematic analysis.
RESULTS: HIV patients had limited prior exposure to Tai Chi and had not previously considered this practice for pain management. However, after viewing a brief video demonstration of Tai Chi, patients recognized potential benefits, including relaxation, stress reduction, and pain lessening. Patients were surprised by the gentle nature of Tai Chi and expressed enthusiasm to learn more about Tai Chi. HIV healthcare providers similarly had limited knowledge of Tai Chi for pain management. HIV care providers shared several helpful insights on the potential implementation of Tai Chi with this population.
CONCLUSIONS: Adults with HIV and healthcare providers were optimistic that Tai Chi would reduce stress and ease chronic pain. These data suggest that Tai Chi would be of interest to HIV patients and care providers as a novel pain management strategy.
INTRODUCTION: Sentinel lymph node biopsy reduces morbidity in patients with clinically node-positive breast cancer who achieve axillary pathologic complete response following neoadjuvant therapy (NACT). De-escalation trials primarily addressed cN1 disease, with underrepresentation of cN2 disease. This study evaluates the role of de-escalation in patients with cN2 breast cancer.
METHODS: A retrospective analysis of the National Cancer Database (2013-2020) included women over 18 with T1-2 invasive breast cancer and clinical N2 disease who received NACT followed by ALND or SLNB then ALND. The primary outcome was pathologic nodal status post-NACT.
RESULTS: Of 5852 cN2 patients treated, 18.15 % achieved ypN0, 0.97 % had isolated tumor cells, 19.14 % were ypN1, 49.64 % were ypN2, and 12.20 % were ypN3 following NACT. Achieving ypN0 was associated with pCR in the breast, HER2-positive and triple-negative receptor status, cT2 tumors, and younger age.
CONCLUSION: Despite some patients with cN2 disease achieving ypN0, most exhibited residual axillary disease post-NACT. These findings indicate that axillary de-escalation may not be feasible for most patients with cN2 disease, underscoring the importance of meticulous patient selection and assessment.
OBJECTIVES: Pre-sleep stress or hyperarousal is a known key etiological component in insomnia disorder. Despite this, physiological alterations during the sleep onset are not well-understood. In particular, insomnia and obstructive sleep apnea (OSA) are highly prevalent co-morbid conditions, where autonomic regulation may be altered. We aimed to characterize heart rate variability (HRV) during sleep onset as a potential measure of pre-sleep hyperarousal.
METHODS: We described the profile of pre-sleep HRV measures and explore autonomic differences in participants with self-reported insomnia disorder (with no OSA, n = 69; with mild OSA, n = 70; with moderate or severe OSA, n = 66), compared to normal sleep controls (n = 123). Heart rate data during the sleep onset process were extracted for HRV analyses.
RESULTS: During the sleep onset process, compared to normal sleep controls, participants with insomnia had altered HRV, indicated by higher heart rate (p = 0.004), lower SDNN (p = 0.003), reduced pNN20 (p < 0.001) and pNN50 (p = 0.010) and lower powers (p < 0.001). Participants with insomnia and moderate/severe OSA may have further deteriorated HRV outcomes compared to no/mild OSA patients with insomnia but differences were not significant. Insomnia itself was associated with significantly higher heart rate, lower pNN20, and lower high frequency power even after adjustment for age, gender, BMI and OSA severity.
CONCLUSIONS: Participants with insomnia had lower vagal activity during the sleep onset period, which may be compounded by OSA, reflected in higher heart rates and lower HRV. These altered heart rate dynamics may serve as a physiological biomarker for insomnia during bedtime wakefulness, or as a potential tool to evaluate the efficacy of behavioral interventions which target bedtime stress.