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1.
Article in English | MEDLINE | ID: mdl-38960807

ABSTRACT

OBJECTIVES: This work was designed to evaluate maximum platelet contractile force and thrombus area before and after cardiopulmonary bypass (CPB) in pediatric patients having congenital heart disease (CHD) surgery using a microfluidic device. DESIGN: A prospective cohort study was designed. SETTING: The work took place at an academic medical center. PARTICIPANTS: Twenty pediatric CHD patients ≤8 years of age with expected CPB time >30 minutes were enrolled. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Blood was collected at baseline and post-CPB. Maximum platelet contractile force and thrombus area were evaluated in vitro using a microfluidic device (ATLAS PST). Post-CPB samples were supplemented with recombinant von Willebrand factor (rVWF) to explore the impact on contractile force and thrombus area. At baseline, the maximum thrombus area was 0.06 (0.05, 0.07), and the maximum force was 123.3 nN (68.4, 299.5). Linear mixed-effects regression models showed that the maximum thrombus area was larger post-CPB and post-CPB + rVWF compared with pre-CPB (estimated coefficient [Est] = 0.04, p = 0.002; Est = 0.09, p < 0.001, respectively). The maximum thrombus area was also larger post-CPB + rVWF compared with post-CPB (Est = 0.04, p = 0.001). Force was higher post-CPB + rVWF compared with pre-CPB (Est = 173.32, p = 0.044). CONCLUSIONS: In pediatric CHD patients, microfluidic testing demonstrated that platelet thrombus area increased slightly after CPB, while platelet contractile force did not change. In vitro addition of rVWF further increased thrombus area, suggesting augmentation of primary hemostasis. Microfluidic assessment of platelet contractile force and thrombus area in pediatric CHD patients appears feasible and can demonstrate changes after CPB. Further studies are needed to determine its accuracy, clinical utility, and normal values for pediatric patients.

2.
J Cardiothorac Vasc Anesth ; 38(8): 1699-1706, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38876810

ABSTRACT

OBJECTIVE: To explore the association between intraoperative methadone use, postoperative pain, and opioid consumption after coronary artery bypass grafting (CABG) surgery. DESIGN: Retrospective cohort study. SETTING: Single academic medical center. PARTICIPANTS: Patients undergoing isolated CABG over a 5-year period. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Demographic data, comorbidities, and intraoperative anesthetic medications were recorded. Primary study outcomes were average and maximum pain scores and morphine milligram equivalent consumption on the first 2 postoperative days (PODs). Linear mixed-effects regression models were used to examine the effect of intraoperative methadone use on study outcomes. Among 1,338 patients, 78.6% received intraoperative methadone (0.2 mg/kg). Patients who did not receive methadone had higher average (estimated [Est], 0.48; 95% confidence interval [CI], 0.22-0.73; p < 0.001) and maximum postoperative (Est, 0.49; 95% CI, 0.23-0.75; p < 0.001) pain scores over PODs 0 to 2. For postoperative opioid consumption, there was a significant intraoperative methadone use-time interaction effect on postoperative opioid use (odds ratio [OR], 2.21; 95% CI, 1.74-2.80; p < 0.001). Across PODs 0 to 2, patients who received intraoperative methadone had a faster decline in postoperative opioid use than those who did not receive intraoperative methadone. Patients who did not receive intraoperative methadone were extubated slightly faster (OR, 0.82; 95% CI, 0.72-0.93; p < 0.01). CONCLUSIONS: Our data suggest that the use of intraoperative methadone is safe, reduces postoperative pain, and expedites weaning from postoperative opioids after CABG surgery.


Subject(s)
Analgesics, Opioid , Coronary Artery Bypass , Intraoperative Care , Methadone , Pain, Postoperative , Humans , Methadone/therapeutic use , Methadone/administration & dosage , Coronary Artery Bypass/adverse effects , Male , Pain, Postoperative/prevention & control , Pain, Postoperative/drug therapy , Female , Retrospective Studies , Analgesics, Opioid/administration & dosage , Analgesics, Opioid/therapeutic use , Middle Aged , Aged , Intraoperative Care/methods , Cohort Studies , Pain Measurement/methods
3.
Article in English | MEDLINE | ID: mdl-38546217

ABSTRACT

BACKGROUND: Key goals during intracranial surgery are to facilitate rapid emergence and extubation for early neurologic evaluation. Longer-acting opioids are often avoided or administered at subtherapeutic doses due to their perceived risk of sedation and delayed emergence. However, inadequate analgesia and increased postoperative pain are common after intracranial surgery. In this multicenter study, we describe variability in opioid and nonopioid administration patterns in patients undergoing intracranial surgery. METHODS: This was a multicenter, retrospective observational cohort study using the Multicenter Perioperative Outcomes Group database. Opioid and nonopioid practice patterns in 31,217 cases undergoing intracranial surgery across 11 institutions in the United States are described. RESULTS: Across all 11 institutions, total median [interquartile range] oral morphine equivalents, normalized to weight and anesthesia duration was 0.17 (0.08 to 0.3) mg.kg.min-1. There was a 7-fold difference in oral morphine equivalents between the lowest (0.05 [0.02 to 0.13] mg.kg.min-1) and highest (0.36 [0.18 to 0.54] mg.kg.min-1) prescribing institutions. Patients undergoing supratentorial surgery had higher normalized oral morphine equivalents compared with those having infratentorial surgery [0.17 [0.08-0.31] vs. 0.15 [0.07-0.27] mg/kg/min-1; P<0.001); however, this difference is clinically small. Nonopioid analgesics were not administered in 20% to 96.8% of cases across institutions. CONCLUSION: This study found wide variability for both opioid and nonopioid utilization at an institutional level. Future work on practitioner-level opioid and nonopioid use and its impact on outcomes after intracranial surgery should be conducted.

4.
BMC Musculoskelet Disord ; 24(1): 794, 2023 Oct 06.
Article in English | MEDLINE | ID: mdl-37803365

ABSTRACT

BACKGROUND: Recovery after surgery intersects physical, psychological, and social domains. In this study we aim to assess the feasibility and usability of a mobile health application called PositiveTrends to track recovery in these domains amongst participants undergoing hip, knee arthroplasty or spine surgery. Our secondary aim was to generate procedure-specific, recovery trajectories within the pain and medication, psycho-social and patient-reported outcomes domain. METHODS: Prospective, observational study in participants greater than eighteen years of age. Data was collected prior to and up to one hundred and eighty days after completion of surgery within the three domains using PositiveTrends. Feasibility was assessed using participant response rates from the PositiveTrends app. Usability was assessed quantitatively using the System Usability Scale. Heat maps and effect plots were used to visualize multi-domain recovery trajectories. Generalized linear mixed effects models were used to estimate the change in the outcomes over time. RESULTS: Forty-two participants were enrolled over a four-month recruitment period. Proportion of app responses was highest for participants who underwent spine surgery (median = 78, range = 36-100), followed by those who underwent knee arthroplasty (median = 72, range = 12-100), and hip arthroplasty (median = 62, range = 12-98). System Usability Scale mean score was 82 ± 16 at 180 days postoperatively. Function improved by 8 and 6.4 points per month after hip and knee arthroplasty, respectively. In spine participants, the Oswestry Disability Index decreased by 1.4 points per month. Mood improved in all three cohorts, however stress levels remained elevated in spine participants. Pain decreased by 0.16 (95% Confidence Interval: 0.13-0.20, p < 0.001), 0.25 (95% CI: 0.21-0.28, p < 0.001) and 0.14 (95% CI: 0.12-0.15, p < 0.001) points per month in hip, knee, and spine cohorts respectively. There was a 10.9-to-40.3-fold increase in the probability of using no medication for each month postoperatively. CONCLUSIONS: In this study, we demonstrate the feasibility and usability of PositiveTrends, which can map and track multi-domain recovery trajectories after major arthroplasty or spine surgery.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Humans , Prospective Studies , Feasibility Studies , Arthroplasty, Replacement, Hip/adverse effects , Arthroplasty, Replacement, Hip/psychology , Arthroplasty, Replacement, Knee/adverse effects , Arthroplasty, Replacement, Knee/psychology , Pain
5.
J Cardiothorac Vasc Anesth ; 37(12): 2482-2488, 2023 12.
Article in English | MEDLINE | ID: mdl-37690950

ABSTRACT

OBJECTIVES: To investigate whether resident anesthesiologists perceive intraoperative focused cardiac ultrasonography (FoCUS) as feasible, the self-reported confidence of residents performing intraoperative FoCUS, and United States graduate medical education resident ultrasound training practices. DESIGN: A cross-sectional survey. SETTING: The United States Accreditation Council for Graduate Medical Education-listed anesthesiology programs over a 3-month period between June 2022 to September 2022. PARTICIPANTS: United States anesthesiology residents. INTERVENTIONS: A survey. MEASUREMENTS AND MAIN RESULTS: Reported training practices were as follows: 87.3% of respondents reported formal FoCUS training, and the most commonly reported training was "lectures + live-model training under 5 hours annually" at 31%. Most respondents (82%) stated that faculty never or rarely performed bedside FoCUS, and most respondents (69%) reported no intraoperative FoCUS education exposure. The proportion of residents who reported a positive view on the perceived feasibility of intraoperative FoCUS was 53.2% for extremity surgery, 19.8% for laparoscopic surgery, 18.6% for exploratory laparotomy surgery, and 7.9% for robotic surgery. Most respondents (78.6%) indicated a lack of confidence in performing intraoperative FoCUS independently. The authors found no statistical difference in views on feasibility or reported confidence independently performing FoCUS across training years. Training that included "lectures + simulation" or "live-model" for more than 5 hours annually, faculty routinely using bedside FoCUS, and frequent exposure to intraoperative FoCUS increased the odds of reporting confidence. CONCLUSIONS: The misconception that intraoperative FoCUS is infeasible appears prevalent, and most of the authors' respondents expressed a lack of comfort independently performing intraoperative FoCUS. Alterations of training practices, including increasing faculty usage of bedside ultrasonography, increasing trainee time performing FoCUS, and incorporating specific intraoperative ultrasound into the ultrasound curriculum, may address these deficiencies.


Subject(s)
Internship and Residency , Humans , United States , Cross-Sectional Studies , Feasibility Studies , Echocardiography , Ultrasonography , Surveys and Questionnaires , Education, Medical, Graduate , Curriculum , Clinical Competence
6.
Cureus ; 15(8): e44064, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37746461

ABSTRACT

Background The utilization of simulation resources can be an effective strategy to offer early medical exposure to underrepresented in medicine (URiM) youth populations, with the objective of promoting diversity in the field of medicine. Currently, it is unclear what proportion of academic anesthesiology programs with simulation centers utilize these resources for community engagement events. Methodology A survey was created using REDCap® and distributed via email to 38 anesthesiologists from 30 departments in the United States holding a leadership position dedicated to advancing diversity, equity, and inclusion. The survey assessed whether their programs had conducted community engagement events for URiM students, what simulation resources were available at their program, and which of these resources they had used at any community engagement events. Additionally, we assessed program characteristics such as region, academic versus community practice, and urban versus rural locations. Survey responses were collected between March and April 2023. Results We received responses from 15 of the 30 institutions sampled for an institutional response rate of 50%. The majority of respondents (86.7%) reported holding community engagement events. Most respondents reported a wide variety of simulation resources available, including 11 (73.3%) having access to full simulation centers. However, only three (27.3%) of the 11 with full simulation centers reported utilizing them for community events. Conclusions Despite the potential benefits of using simulation resources for community engagement events, our results suggest that academic anesthesiology departments may not commonly utilize simulation centers to provide URiM youth with exposure to the field of medicine. Anesthesiology departments with access to simulation resources are in a unique position to be leaders in advancing diversity in medicine by increasing URiM youth interest in medicine as a career through simulation-based exposure.

7.
PLoS One ; 18(7): e0288988, 2023.
Article in English | MEDLINE | ID: mdl-37478144

ABSTRACT

OBJECTIVE: To compare efficacy of oral versus intravenous (IV) methadone on postoperative pain and opioid requirements after spine surgery. METHODS: This was a retrospective, single-academic center cohort study evaluating 1010 patients who underwent >3 level spine surgery from January 2017 to May 2020 and received a one-time dose of oral or intravenous methadone prior to surgery. The primary outcome measured was postoperative opioid use in oral morphine equivalents (ME) and verbal response scale (VRS) pain scores up to postoperative day (POD) three. Secondary outcomes were time to first bowel movement and adverse effects (reintubation, myocardial infarction, and QTc prolongation) up to POD 3. RESULTS: A total of 687 patients received oral and 317 received IV methadone, six patients were excluded. The IV group received a significantly greater methadone morphine equivalent (ME) dose preoperatively (112.4 ± 83.0 mg ME versus 59.3 ± 60.9 mg ME, p < 0.001) and greater total (methadone and non-methadone) opioid dose (119.1 ± 81.4 mg ME versus 63.9 ± 62.5 mg ME, p < 0.001), intraoperatively. Although pain scores for the oral group were non-inferior to the IV group for all postoperative days (POD), non-inferiority for postoperative opioid requirements was demonstrated only on POD 3. Based on the joint hypothesis for the co-primary outcomes, oral methadone was non-inferior to IV methadone on POD 3 only. No differences in secondary outcomes, including QTc prolongation and arrhythmias, were noted between the groups. CONCLUSIONS: Oral methadone is a feasible alternative to IV methadone for patients undergoing spine surgery regarding both pain scores and postoperative opioid consumption.


Subject(s)
Long QT Syndrome , Opioid-Related Disorders , Humans , Adult , Methadone/therapeutic use , Analgesics, Opioid/adverse effects , Retrospective Studies , Cohort Studies , Pain, Postoperative/drug therapy , Pain, Postoperative/etiology , Morphine , Opioid-Related Disorders/drug therapy , Long QT Syndrome/drug therapy
8.
J Clin Anesth ; 90: 111198, 2023 11.
Article in English | MEDLINE | ID: mdl-37441834

ABSTRACT

STUDY OBJECTIVE: To investigate the association between patient body mass index (BMI) and operating room duration. DESIGN: Retrospective cohort analysis. SETTING: Demographic data and anesthesia/surgical times for adult surgical patients at University of Virginia Health between August 2017 and February 2019 were collected and analyzed. PATIENTS: A total of 31,548 cases were included in the final analysis. 55% of patients were female, and 51% were classified as ASA Physical Status 2. The mean operating room (OR) duration was 144.2 min ± 112.7 (median = 118, IQR = 121). Orthopedic surgery (32%) was the most common surgery. MEASUREMENTS: Linear mixed effects models were used to examine whether procedure intervals differed across three BMI categories (BMI < 30, 30 ≤ BMI < 40, BMI ≥ 40), considering within-surgeon correlations. Surgical times were log-transformed to correct for positive skewness. MAIN RESULTS: The average time in the operating room was longer for patients with higher BMI (mean ± SD [median, IQR] = 139.5 ± 111.2 [113.0, IQR = 114], 150.2 ± 115.4 [125, IQR = 127], and 153.1 ± 111.1 [130, IQR = 134] for BMI < 30, 30 ≤ BMI < 40, and BMI ≥ 40), respectively. We found a 2% [95% CI = 1-3%] and 3% [95% CI = 1-5%] increase in OR time for 30 ≤ BMI < 40 and BMI ≥ 40, respectively, compared to BMI < 30, after controlling for within-surgeon correlations and covariates. The excess time was primarily determined by anesthesia times. CONCLUSION: In an academic hospital, patients with BMI ≥ 30 required more time in the operating room than patients with BMI < 30, when controlling for confounders. This information can be incorporated into modern-day OR scheduling software, potentially resulting in more accurate case duration estimates that reduce waiting and improve OR efficiency.


Subject(s)
Academic Medical Centers , Surgeons , Adult , Humans , Female , Male , Body Mass Index , Retrospective Studies , Operating Rooms
10.
Article in English | MEDLINE | ID: mdl-36981789

ABSTRACT

We examined relationships between walkability and health behaviors between and within identical twin pairs, considering both home (neighborhood) walkability and each twin's measured activity space. Continuous activity and location data (via accelerometry and GPS) were obtained in 79 pairs over 2 weeks. Walkability was estimated using Walk Score® (WS); home WS refers to neighborhood walkability, and GPS WS refers to the mean of individual WSs matched to every GPS point collected by each participant. GPS WS was assessed within (WHN) and out of the neighborhood (OHN), using 1-mile Euclidean (air1mi) and network (net1mi) buffers. Outcomes included walking and moderate-to-vigorous physical activity (MVPA) bouts, dietary energy density (DED), and BMI. Home WS was associated with WHN GPS WS (b = 0.71, SE = 0.03, p < 0.001 for air1mi; b = 0.79, SE = 0.03, p < 0.001 for net1mi), and OHN GPS WS (b = 0.18, SE = 0.04, p < 0.001 for air1mi; b = 0.22, SE = 0.04, p < 0.001 for net1mi). Quasi-causal relationships (within-twin) were observed for home and GPS WS with walking (ps < 0.01), but not MVPA, DED, or BMI. Results support previous literature that neighborhood walkability has a positive influence on walking.


Subject(s)
Environment Design , Exercise , Humans , Adult , Cross-Sectional Studies , Body Mass Index , Walking , Built Environment , Residence Characteristics , Eating
11.
Sleep Health ; 9(2): 218-227, 2023 04.
Article in English | MEDLINE | ID: mdl-36775751

ABSTRACT

OBJECTIVE: The evening ("night owl") chronotype is associated with greater severity and lifetime prevalence of post-traumatic stress disorder (PTSD) symptoms compared to morning or intermediate chronotypes. This twin study investigated the gene-environment relationships between chronotype, recent PTSD symptoms, and lifetime intrusive symptoms. METHODS: We used the reduced Horne-Östberg Morningness-Eveningness Questionnaire (rMEQ) to assess chronotype in a sample of 3777 same-sex adult twin pairs raised together (70.4% monozygotic, 29.6% dizygotic) in the community-based Washington State Twin Registry. PTSD symptoms were reported on the Impact of Events Scale (IES) and a single item for lifetime experience of intrusive symptoms after a stressful or traumatic event. RESULTS: Genetic influences accounted for 50% of chronotype variance, 30% of IES score variance, and 14% of lifetime intrusive symptom variance. Bivariate twin models showed a phenotypic association (bp) between evening chronotype and more severe PTSD symptoms (bp = -0.16, SE = 0.02, p < .001) that remained significant even after adjusting for shared genetic and environmental influences (bp = -0.10, SE = 0.04, p = .009), as well as age, sex, and self-reported sleep duration (bp = -0.11, SE = 0.04, p = .004). An association was found between evening chronotype and lifetime intrusive symptoms (bp = -0.11, SE = 0.03, p < .001) that was no longer significant after adjusting for shared genetic and environmental influences (bp = 0.04, SE = 0.06, p = .558). CONCLUSIONS: Our results suggest a "quasi-causal" relationship between evening chronotype and PTSD symptoms that is not purely attributable to genetic or shared environmental factors. Evening chronotype may increase vulnerability to pathologic stress responses in the setting of circadian misalignment, providing potential avenues of prevention and treatment using chronobiological strategies.


Subject(s)
Stress Disorders, Post-Traumatic , Humans , Stress Disorders, Post-Traumatic/epidemiology , Stress Disorders, Post-Traumatic/genetics , Chronotype , Twins/genetics , Surveys and Questionnaires , Risk Factors
12.
Assessment ; 30(1): 124-143, 2023 01.
Article in English | MEDLINE | ID: mdl-34523369

ABSTRACT

The Proposed Specifiers for Conduct Disorder (PSCD) was developed as a measure to assess the multifaceted model of psychopathic traits in children/youth (i.e., grandiose-manipulative [GM], callous-unemotional [CU], and daring-impulsive [DI] traits) in addition to Conduct Disorder (CD) symptoms. This study aims to test the psychometric properties of the PSCD-self-report version across community (n = 648; 52.9% female) and forensic male youth (n = 258) from the Portuguese population. Results supported a general factor and four specific factors (GM, CU, DI, CD), which was invariant across gender and sample type. Evidence for reliability, construct, and temporal validity were also found. Overall, the PSCD appears to be a promising measure for assessing psychopathic traits in youth from both community and forensic settings, which may contribute to the discussion around the conceptualization, assessment, predictive value, and clinical usefulness of the multifaceted model of psychopathy in youthful populations, particularly in its association with CD.


Subject(s)
Conduct Disorder , Child , Adolescent , Male , Female , Humans , Conduct Disorder/diagnosis , Conduct Disorder/psychology , Self Report , Reproducibility of Results , Portugal , Antisocial Personality Disorder/diagnosis , Antisocial Personality Disorder/psychology
13.
Psychol Health Med ; 28(1): 131-138, 2023 01.
Article in English | MEDLINE | ID: mdl-35144511

ABSTRACT

Due to social distancing measures implemented to mitigate the COVID-19 pandemic, individuals are spending more time isolated at home with limited physical social interactions. The current study investigated whether marriage and/or cohabitation is associated with satisfaction with life and depression among 732 adult same-sex twin pairs (monozygotic and dizygotic) in the US using online survey data. Twin analysis showed that married and/or cohabiting individuals were more satisfied with life and less depressed than those not married and/or cohabiting. The association between marriage and/or cohabiting and satisfaction with life was not confounded by between-family factors, whereas that between depression was mediated by familial factors. These findings suggest that being in a close relationship may mitigate some of the adverse consequences of the COVID-19 pandemic. Close relationships may be an essential source of support as individuals rely on their intimate partners when faced with the uncertainty and stress of the pandemic.


Subject(s)
COVID-19 , Marriage , Humans , Adult , United States/epidemiology , Pandemics , Depression/epidemiology , COVID-19/epidemiology , Personal Satisfaction
14.
Anesth Analg ; 136(3): 588-596, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36223370

ABSTRACT

BACKGROUND: The efficacy of postoperative nausea and vomiting (PONV) prevention protocols in low-income countries is not well known. Different surgical procedures, available medications, and co-occurring diseases imply that existing protocols may need validation in these settings. We assessed the association of a risk-directed PONV prevention protocol on the incidence of PONV and short-term surgical outcomes in a teaching hospital in Rwanda. METHODS: We compared the incidence of PONV during the first 48 hours postoperatively before (April 1, 2019-June 30, 2019; preintervention) and immediately after (July 1, 2019-September 30, 2019; postintervention) implementing an Apfel score-based PONV prevention strategy in 116 adult patients undergoing elective open abdominal surgery at Kigali University Teaching Hospital in Rwanda. Secondary outcomes included time to first oral intake, hospital length of stay, and rate of wound dehiscence. Interrupted time series analyses were performed to assess the associated temporal slopes of the outcome before and immediately after implementation of the risk-directed PONV prevention protocol. RESULTS: Compared to just before the intervention, there was no change in the odds of PONV at the beginning of the postintervention period (odds ratio [OR], 0.23; 95% confidence interval [CI], 0.05-1.01). There was a decreasing trend in the odds of nausea (OR, 0.60; 95% CI, 0.36-0.97) per month. However, there was no difference in the incidence of nausea immediately after implementation of the protocol (OR, 0.96; 95% CI, 0.25-3.72) or in the slope between preintervention and postintervention periods (OR, 1.48; 95% CI, 0.60-3.65). In contrast, there was no change in the odds of vomiting during the preintervention period (OR, 1.01; 95% CI, 0.61-1.67) per month. The odds of vomiting decreased at the beginning of the postintervention period compared to just before (OR, 0.10; 95% CI, 0.02-0.47; P = .004). Finally, there was a significant decrease in the average time to first oral intake (estimated 14 hours less; 95% CI, -25 to -3) when the protocol was first implemented, after adjusting for confounders; however, there was no difference in the slope of the average time to first oral intake between the 2 periods ( P = .44). CONCLUSIONS: A risk-directed PONV prophylaxis protocol was associated with reduced vomiting and time to first oral intake after implementation. There was no substantial difference in the slopes of vomiting incidence and time to first oral intake before and after implementation.


Subject(s)
Antiemetics , Postoperative Nausea and Vomiting , Adult , Humans , Postoperative Nausea and Vomiting/diagnosis , Postoperative Nausea and Vomiting/epidemiology , Postoperative Nausea and Vomiting/prevention & control , Antiemetics/adverse effects , Rwanda , Incidence , Hospitals, Teaching
15.
Anesth Analg ; 136(4): 753-760, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36017931

ABSTRACT

BACKGROUND: In low-middle-income countries (LMICs), perioperative clinical information is almost universally collected on paper health records (PHRs). The lack of accessible digital databases limits LMICs in leveraging data to predict and improve patient outcomes after surgery. In this feasibility study, our aims were to: (1) determine the detection performance and prediction error of the U-Net deep image segmentation approach for digitization of hand-drawn blood pressure symbols from an image of the intraoperative PHRs and (2) evaluate the association between deep image segmentation-derived blood pressure parameters and postoperative mortality and length of stay. METHODS: A smartphone mHealth platform developed by our team was used to capture images of completed intraoperative PHRs. A 2-stage deep image segmentation modeling approach was used to create 2 separate segmentation masks for systolic blood pressure (SBP) and diastolic blood pressure (DBP). Iterative postprocessing was utilized to convert the segmentation mask results into numerical SBP and DBP values. Detection performance and prediction errors were evaluated for the U-Net models by comparison with ground-truth values. Using multivariate regression analysis, we investigated the association of deep image segmentation-derived blood pressure values, total time spent in predefined blood pressure ranges, and postoperative outcomes including in-hospital mortality and length of stay. RESULTS: A total of 350 intraoperative PHRs were imaged following surgery. Overall accuracy was 0.839 and 0.911 for SBP and DBP symbol detections, respectively. The mean error rate and standard deviation for the difference between the actual and predicted blood pressure values were 2.1 ± 4.9 and -0.8 ± 3.9 mm Hg for SBP and DBP, respectively. Using the U-Net model-derived blood pressures, minutes of time where DBP <50 mm Hg (odds ratio [OR], 1.03; CI, 1.01-1.05; P = .003) was associated with an increased in-hospital mortality. In addition, increased cumulative minutes of time with SBP between 80 and 90 mm Hg was significantly associated with a longer length of stay (incidence rate ratio, 1.02 [1.0-1.03]; P < .05), while increased cumulative minutes of time where SBP between 140 and 160 mm Hg was associated with a shorter length of stay (incidence rate ratio, 0.9 [0.96-0.99]; P < .05). CONCLUSIONS: In this study, we report our experience with a deep image segmentation model for digitization of symbol-denoted blood pressure from intraoperative anesthesia PHRs. Our data support further development of this novel approach to digitize PHRs from LMICs, to provide accessible, curated, and reproducible data for both quality improvement- and outcome-based research.


Subject(s)
Hypertension , Humans , Blood Pressure/physiology , Feasibility Studies , Regression Analysis , Hypertension/diagnosis
16.
BMJ Open ; 12(11): e064808, 2022 11 16.
Article in English | MEDLINE | ID: mdl-36385026

ABSTRACT

OBJECTIVES: Physical activity is a cornerstone of chronic disease prevention and treatment, yet most US adults do not perform levels recommended for health. The neighborhood-built environment (BE) may support or hinder physical activity levels. This study investigated whether identical twins who reside in more walkable BEs have greater activity levels than twins who reside in less walkable BEs (between-twin analysis), and whether associations remain significant when controlling for genetic and shared environmental factors (within-twin analysis). DESIGN: A cross-sectional study. SETTING: The Puget Sound region around Seattle, Washington, USA. PARTICIPANTS: The sample consisted of 112 identical twin pairs who completed an in-person assessment and 2-week at-home measurement protocol using a global positioning system (GPS)monitor and accelerometer. EXPOSURE: The walkability of each participants' place of residence was calculated using three BE dimensions (intersection density, population density and destination accessibility). For each variable, z scores were calculated and summed to produce the final walkability score. OUTCOMES: Objectively measured bouts of walking and moderate-to-vigorous physical activity (MVPA), expressed as minutes per week. RESULTS: Walkability was associated with walking bouts (but not MVPA) within the neighbourhood, both between (b=0.58, SE=0.13, p<0.001) and within pairs (b=0.61, SE=0.18, p=0.001). For a pair with a 2-unit difference in walkability, the twin in a more walkable neighbourhood is likely to walk approximately 16 min per week more than the co-twin who lives in a less walkable neighbourhood. CONCLUSIONS: This study provides robust evidence of an association between walkability and objective walking bouts. Improvements to the neighbourhood BE could potentially lead to increased activity levels in communities throughout the USA.


Subject(s)
Environment Design , Twins, Monozygotic , Adult , Humans , Cross-Sectional Studies , Exercise
17.
BMC Public Health ; 22(1): 1487, 2022 08 05.
Article in English | MEDLINE | ID: mdl-35927692

ABSTRACT

BACKGROUND: Guidelines promoting healthy lifestyles are cornerstones of chronic disease prevention and treatment. The purpose of this study is to investigate independent and joint associations of five key health behaviors with health outcomes (body mass index (BMI kg/m2) and depressive symptoms) in adult twins. METHODS: We included 6,048 twin pairs from a community-based registry. Five key health behaviors were: (1) ≥ 8 h of sleep per night, (2) ≥ 5 servings of fruits and vegetables daily, (3) ≤ 2 h sedentary time per day, (4) ≥ 150 min of moderate-to-vigorous physical activity (MVPA) per week, and (5) no smoking. We analyzed phenotypic associations between behaviors and outcomes; whether phenotypic associations were confounded by additive genetic and shared environmental factors within twin pairs ("quasi-causal" associations); and which behaviors, considered simultaneously, had the largest associations with outcomes. RESULTS: We found negative phenotypic associations between number of behaviors achieved with BMI and depressive symptoms score (ps < 0.05). Associations remained significant, though attenuated, when controlling for genetic and shared environmental factors, and demographics, for depressive symptoms score but not BMI (p < 0.05). Quantitative variable importance measures derived from regression tree models showed sedentary time and MVPA were the most important variables in partitioning twins with different BMI, and smoking and sedentary time for partitioning twins with different depressive symptoms score. CONCLUSIONS: Achievement of commonly endorsed health behaviors is associated with lower BMI (especially sedentary and MVPA targets) and depressive symptoms score (especially sedentary and smoking targets). This provides further support of health behavior promotion to improve health outcomes.


Subject(s)
Depression , Sedentary Behavior , Adult , Body Mass Index , Cross-Sectional Studies , Depression/epidemiology , Humans , Life Style
18.
Assessment ; 29(3): 535-555, 2022 04.
Article in English | MEDLINE | ID: mdl-33380164

ABSTRACT

Several investigators have assessed the Psychopathy Checklist-Revised (PCL-R) for invariance across offender ethnicities and in correctional and forensic-psychiatric contexts. Yet we do not know whether, or to what extent, item properties among male offenders vary throughout adulthood. With a combined sample of PCL-R data on offenders from Canada and the United States (N = 4,820), we measured item properties for offenders in age groups of Early (18-30 years old), Middle (31-49 years old), and Late (50+ years old) adulthood. Nine items showed differential item functioning across age group comparisons. Among the Early group, the PCL-R Interpersonal and Affective traits were most informative for measuring the latent trait of psychopathy. Among the Late group, the PCL-R Lifestyle and Antisocial items were most informative for the latent trait. These differences in item information illustrate how psychopathy manifests in male offenders throughout adulthood.


Subject(s)
Criminals , Hares , Prisoners , Adolescent , Adult , Animals , Antisocial Personality Disorder/diagnosis , Antisocial Personality Disorder/psychology , Canada , Checklist , Criminals/psychology , Humans , Male , Middle Aged , Young Adult
19.
PLoS One ; 16(11): e0260218, 2021.
Article in English | MEDLINE | ID: mdl-34807944

ABSTRACT

BACKGROUND: Physical distancing and other COVID-19 pandemic mitigation strategies have negatively impacted physical activity (PA) levels and mental health in cross-sectional studies. The purpose of this study was to investigate associations between changes in PA and mental health outcomes during the COVID-19 pandemic, following implementation of mitigation strategies, in a sample of adult twins. METHODS: This was a prospective study of 3,057 adult twins from the Washington State Twin Registry. Study participants completed online surveys in 2020, at baseline (March 26 -April 5), and three follow-up waves (W1: April 20 -May 3; W2: Jul 16 -Aug 2; W3: Sept 16 -Oct 1). Physical activity was operationalized as self-reported moderate-to-vigorous PA (MVPA) and neighborhood walking (minutes/week), and mental health outcomes, operationalized as self-reported anxiety and perceived stress were assessed in the three waves of follow-up. Latent growth curve models (LGCMs) were used to assess changes in PA and mental health outcomes over time. Parallel LGCMs were used to estimate the cross-sectional, parallel, and prospective associations between PA and mental health over time. All models took into within-pair correlations and adjusted for age, sex, and race. RESULTS: Individuals' amount of MVPA and walking decreased over time, whereas levels of anxiety remained stable, and stress increased slightly. Cross-sectional associations observed between both PA predictors and mental health outcomes were weak. After taking into account cross-sectional associations between PA and mental health outcomes, changes in PA over time were not associated with changes in mental health outcomes over time. CONCLUSIONS: Over a time period aligned with COVID-19 mitigation strategies and social restrictions, changes in physical activity was not associated with changes in anxiety or stress levels in the current sample. Nonetheless, the average decline in PA over time is worrisome. Public health resources should continue to promote PA as a means to improve physical health during the pandemic.


Subject(s)
COVID-19/psychology , Exercise , Mental Health , Stress, Psychological/epidemiology , Twins, Monozygotic/psychology , Adult , Aged , COVID-19/epidemiology , Female , Humans , Male , Middle Aged , Stress, Psychological/genetics , Twins, Monozygotic/statistics & numerical data
20.
Front Public Health ; 9: 688462, 2021.
Article in English | MEDLINE | ID: mdl-34540782

ABSTRACT

The COVID-19 pandemic and resulting lockdowns have had a disproportionate impact on parents of children under 18, particularly women. Mandatory school closures and loss of childcare resulted in parents balancing work, teaching, and childcare needs. A number of studies have examined changes in mental health of parents, but to date no studies have compared the differences in stress and anxiety levels between women with and without children in the United States. Adult women from the Washington State Twin Registry (WSTR) (N = 1,014, pair N = 529) and mothers of twin children enrolled in the WSTR (N = 147) completed an online survey examining several health-related behaviors and outcomes and their self-reported changes due to COVID-19. We conducted two studies to examine the impact of children on stress and anxiety levels among women. In study 1, we assessed whether women living in households with children under the age of 18 have higher levels of stress and anxiety than those without children in their household. We found that perceived stress levels did not differ between women with and without children in the household, but anxiety levels were higher among women living with children than those without. In study 2, we assessed whether the correlation between children in the household and stress/anxiety is accounted for by non-random genetic and environmental selection effects, causal processes, or both using a sample of adult female twins. We found that the presence of children in the household was associated with higher levels of stress and anxiety. However, this association is confounded by genetic and shared environmental factors. Our findings highlight the need to provide supporting resources to women living with children in the household during and after the COVID-19 pandemic.


Subject(s)
COVID-19 , Pandemics , Adult , Anxiety/epidemiology , Child , Communicable Disease Control , Female , Humans , SARS-CoV-2 , Stress, Psychological/epidemiology , United States/epidemiology
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