30 research outputs found
Magnitude and Predictors of Weight Loss in a Free Ad Libitum Online Weight Loss Program
To evaluate the magnitude and predictors of weight loss among members of a free ad libitum online weight loss program. Methods: We retrospectively analyzed a systematic random sample of members who joined SparkPeople.com between February-April 2008, and included follow-up data until May 2010. The main outcome was net weight change, calculated from self-reported weight entries. We conducted simple linear regression for associations between weight change and demographics (age, gender, referral source, geographic location, baseline body mass index [BMI]) and between weight change and website usage metrics (number of log-ins, weight entries, SparkPoints [website usage incentives], SparkFriends [friends in the SparkPeople community], message board posts, days food tracked, days exercise tracked, exercise minutes logged). We conducted multiple linear regression using stepwise model selection to identify independent predictors of weight change. Results: Of 26,234 members in our sample, the 5604 members with at least 2 weight entries were 91% female, 87% from the US, with age 35 (SD 12) and BMI 32 (SD 8). The table displays weight change. In bivariate analysis of demographic predictors, overall weight change was related to baseline BMI (beta -0.49, p\u3c0.0005) and referral from non-specific source (beta -1.5, p=0.014, compared to friend referral). Adjusted for baseline BMI and referral source, overall weight change was related to all website usage metrics: log-ins (beta -0.02), weight entries (beta -0.28), SparkPoints (beta -0.0005), SparkFriends (beta -0.05), message board posts (beta -0.002), days food tracked (beta -0.04), days fitness tracked (beta -0.05), and exercise minutes logged (beta -0.0003), (all p\u3c0.001). On multivariate analysis, the most consistent independent predictors of weight change (overall and stratified by months between first and last weight entry) were baseline BMI (beta -0.48, p\u3c0.001 overall) and number of weight entries (beta -0.22, p\u3c0.001 overall). Conclusions: In this free ad libitum online weight loss program, members with higher baseline BMI and more frequent weight entries lost more weight
Intravenous lidocaine as a non-opioid adjunct analgesic for traumatic rib fractures.
INTRODUCTION: Pain management is the pillar of caring for patients with traumatic rib fractures. Intravenous lidocaine (IVL) is a well-established non-opioid analgesic for post-operative pain, yet its efficacy has yet to be investigated in trauma patients. We hypothesized that IVL is associated with decreased inpatient opioid requirements among patients with rib fractures.
METHODS: We retrospectively evaluated adult patients presenting to our Level 1 trauma center with isolated chest wall injuries. After 1:1 propensity score matching patients who received vs did not receive IVL, we compared the two groups\u27 average daily opioid use, opioid use in the last 24 hours of admission, and pain scores during admissions hours 24-48. We performed multivariable linear regression for these outcomes (with sensitivity analysis for the opioid use outcomes), adjusting for age as a moderating factor and controlling for hospital length of stay and injury severity.
RESULTS: We identified 534 patients, among whom 226 received IVL. Those who received IVL were older and had more serious injury. Compared to propensity-score matched patients who did not receive IVL, patients who received IVL had similar average daily opioid use and pain scores, but 40% lower opioid use during the last 24 hours of admission (p = 0.002). Multivariable regression-with and without sensitivity analysis-did not show an effect of IVL on any outcomes.
CONCLUSION: IVL was crudely associated with decreased opioid requirements in the last 24 hours of admission, the time period associated with opioid use at 90 days post-discharge. However, we did not observe beneficial effects of IVL on multivariable adjusted analyses; we are conducting a randomized control trial to further evaluate IVL\u27s opioid-sparing effects for patients with rib fractures
Association of Cumulative Social Risk and Social Support With Receipt of Chemotherapy Among Patients With Advanced Colorectal Cancer
Importance: Approximately 38% of patients with advanced colorectal cancer do not receive chemotherapy. Objective: To determine whether cumulative social risk (ie, multiple co-occurring sociodemographic risk factors) is associated with lower receipt of chemotherapy among patients with advanced colorectal cancer and whether social support would moderate this association. Design, Setting, and Participants: This cross-sectional, population-based, mailed survey study was conducted from 2012 to 2014. Participants were recruited between 2011 and 2014 from all adults within 1 year after diagnosis of stage III colorectal cancer in the Detroit, Michigan, and State of Georgia Surveillance, Epidemiology, End-Results cancer registries. Patients were eligible if they were aged 18 years or older, had undergone surgery 4 or more months ago, did not have stage IV cancer, and resided in the registry catchment areas. Data analyses were conducted from March 2017 to April 2021. Main Outcomes and Measures: The primary outcome was receipt of chemotherapy. Cumulative social risk represented a sum of 8 risk factors with the potential to drain resources from participants\u27 cancer treatment (marital status, employment, annual income, health insurance, comorbidities, health literacy, adult caregiving, and perceived discrimination). Social support was operationalized as emotional support related to colorectal cancer diagnosis. Results: Surveys were mailed to 1909 eligible patients; 1301 completed the survey (response rate, 68%). A total of 1087 participants with complete data for key variables were included in the sample (503 women [46%]; mean [SD] age, 64 [13] years). Participants with 3 or more risk factors were less likely to receive chemotherapy than participants with 0 risk factors (3 factors, odds ratio [OR], 0.48 [95% CI, 0.26-0.87]; 4 factors, OR, 0.41 [95% CI, 0.21-0.78]; 5 factors, OR, 0.42 [95% CI, 0.20-0.87]; â„6 factors, OR, 0.22 [95% CI, 0.09-0.55]). Participants with 2 or more support sources had higher odds of undergoing chemotherapy than those without social support (2 sources, OR, 3.05 [95% CI, 1.36-6.85]; 3 sources, OR, 3.24 [95% CI, 1.48-7.08]; 4 sources, OR, 3.69 [95% CI, 1.71-7.97]; 5 sources, OR, 4.40 [95% CI, 1.98-9.75]; â„6 sources, OR 5.95 [95% CI, 2.58-13.74]). Within each social support level, participants were less likely to receive chemotherapy as cumulative social risk increased. Conclusions and Relevance: Cumulative social risk was associated with reduced receipt of chemotherapy. These associations were mitigated by social support. Assessing cumulative social risk may identify patients with colorectal cancer who are at higher risk for omitting chemotherapy who can be targeted for support programs to address social disadvantage and increase social support
Development and validation of a predictive model for American Society of Anesthesiologists Physical Status
Abstract
Background
The American Society of Anesthesiologists Physical Status (ASA-PS) classification system was developed to categorize the fitness of patients before surgery. Increasingly, the ASA-PS has been applied to other uses including justification of inpatient admission. Our objectives were to develop and cross-validate a statistical model for predicting ASA-PS; and 2) assess the concurrent and predictive validity of the model by assessing associations between model-derived ASA-PS, observed ASA-PS, and a diverse set of 30-day outcomes.
Methods
Using the 2014 American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) Participant Use Data File, we developed and internally cross-validated multinomial regression models to predict ASA-PS using preoperative NSQIP data. Accuracy was assessed with C-Statistics and calibration plots. We assessed both concurrent and predictive validity of model-derived ASA-PS relative to observed ASA-PS and 30-day outcomes. To aid further research and use of the ASA-PS model, we implemented it into an online calculator.
Results
Of the 566,797 elective procedures in the final analytic dataset, 8.9% were ASA-PS 1, 48.9% were ASA-PS 2, 39.1% were ASA-PS 3, and 3.2% were ASA-PS 4. The accuracy of the 21-variable model to predict ASA-PS was Câ=â0.77 +/ââ0.0025. The model-derived ASA-PS had stronger association with key indicators of preoperative status including comorbidities and higher BMI (concurrent validity) compared to observed ASA-PS, but less strong associations with postoperative complications (predictive validity). The online ASA-PS calculator may be accessed at https://s-spire-clintools.shinyapps.io/ASA_PS_Estimator/
Conclusions
Model-derived ASA-PS better tracked key indicators of preoperative status compared to observed ASA-PS. The ability to have an electronically derived measure of ASA-PS can potentially be useful in research, quality measurement, and clinical applications.https://deepblue.lib.umich.edu/bitstream/2027.42/152155/1/12913_2019_Article_4640.pd
Effect of angiotensin-converting enzyme inhibitor and angiotensin receptor blocker initiation on organ support-free days in patients hospitalized with COVID-19
IMPORTANCE Overactivation of the renin-angiotensin system (RAS) may contribute to poor clinical outcomes in patients with COVID-19.
Objective To determine whether angiotensin-converting enzyme (ACE) inhibitor or angiotensin receptor blocker (ARB) initiation improves outcomes in patients hospitalized for COVID-19.
DESIGN, SETTING, AND PARTICIPANTS In an ongoing, adaptive platform randomized clinical trial, 721 critically ill and 58 nonâcritically ill hospitalized adults were randomized to receive an RAS inhibitor or control between March 16, 2021, and February 25, 2022, at 69 sites in 7 countries (final follow-up on June 1, 2022).
INTERVENTIONS Patients were randomized to receive open-label initiation of an ACE inhibitor (nâ=â257), ARB (nâ=â248), ARB in combination with DMX-200 (a chemokine receptor-2 inhibitor; nâ=â10), or no RAS inhibitor (control; nâ=â264) for up to 10 days.
MAIN OUTCOMES AND MEASURES The primary outcome was organ supportâfree days, a composite of hospital survival and days alive without cardiovascular or respiratory organ support through 21 days. The primary analysis was a bayesian cumulative logistic model. Odds ratios (ORs) greater than 1 represent improved outcomes.
RESULTS On February 25, 2022, enrollment was discontinued due to safety concerns. Among 679 critically ill patients with available primary outcome data, the median age was 56 years and 239 participants (35.2%) were women. Median (IQR) organ supportâfree days among critically ill patients was 10 (â1 to 16) in the ACE inhibitor group (nâ=â231), 8 (â1 to 17) in the ARB group (nâ=â217), and 12 (0 to 17) in the control group (nâ=â231) (median adjusted odds ratios of 0.77 [95% bayesian credible interval, 0.58-1.06] for improvement for ACE inhibitor and 0.76 [95% credible interval, 0.56-1.05] for ARB compared with control). The posterior probabilities that ACE inhibitors and ARBs worsened organ supportâfree days compared with control were 94.9% and 95.4%, respectively. Hospital survival occurred in 166 of 231 critically ill participants (71.9%) in the ACE inhibitor group, 152 of 217 (70.0%) in the ARB group, and 182 of 231 (78.8%) in the control group (posterior probabilities that ACE inhibitor and ARB worsened hospital survival compared with control were 95.3% and 98.1%, respectively).
CONCLUSIONS AND RELEVANCE In this trial, among critically ill adults with COVID-19, initiation of an ACE inhibitor or ARB did not improve, and likely worsened, clinical outcomes.
TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT0273570
Carotid Endarterectomy Under Local Anesthesia Has Less Risk of Myocardial Infarction Compared to General Anesthesia: An Analysis of National Surgical Quality Improvement Program Database
Objectives As carotid endarterectomy (CEA) is being increasingly compared to carotid artery stenting and the best current medical management, it has become important to revisit variables that might affect the outcomes of the procedure. Multiple studies have evaluated the effect of anesthesia type on CEA with inconsistent results. Our study compared 30 day postoperative myocardial infarction (MI), stroke and mortality between CEA under local or regional anesthesia (LA) and CEA under general anesthesia (GA) utilizing National Surgical Quality Improvement Program (NSQIP) database. Methods All patients listed in NSQIP database that underwent CEA under GA and LA from 2005-2011 were included with the exception of patients undergoing simultaneous CEA and CABG. Postoperative MI, stroke, and death at 30 days were compared between the two groups using simple and multiple logistic regression. Results A total of 42,265 CEA cases were included. 37,502 (88.7%) were performed under GA and 4763 (11.3%) under LA. CEA under LA had a significantly decreased risk of 30 day postoperative MI when compared to CEA under GA (0.4% vs 0.86%; P = .012). No statistically significant differences were found in postoperative stroke or mortality ( Table). Conclusions CEA under LA carries a decreased risk of postoperative MI when compared to CEA under GA. Patients with multiple comorbidities at risk of postoperative MI should be considered for CEA under LA. Table
Comparison of 30-day postoperative MI, stroke, and death for CEA under LA vs GA with and without adjustment for confounding factors CEA under LA (n = 4763)CEA under GA (n = 37,502)Unadjusted P valueAdjusted P value MI, No. (%) 20 (0.40) 323 (0.86) .002 .012 Stroke, No. (%) 66 (1.39) 592 (1.58) .318 .540 Death, No. (%) 32 (0.67) 315 (0.84) .227 .66
Patientâreported distress and ageârelated stress biomarkers among colorectal cancer patients
OBJECTIVE: Distress among cancer patients has been broadly accepted as an important indicator of wellâbeing but has not been well studied. We investigated patient characteristics associated with high distress levels as well as correlations among measures of patientâreported distress and âobjectiveâ stressârelated biomarkers among colorectal cancer patients. METHODS: In total, 238 patients with colon or rectal cancer completed surveys including the Distress Thermometer, Problem List, and the Hospital Anxiety and Depression Scale. We abstracted demographic and clinical information from patient charts and determined salivary cortisol level and imagingâbased sarcopenia. We evaluated associations between patient characteristics (demographics, clinical factors, and psychosocial and physical measures) and three outcomes (patientâreported distress, cortisol, and sarcopenia) with Spearman's rank correlations and multivariable linear regression. The potential moderating effect of age was separately investigated by including an interaction term in the regression models. RESULTS: Patientâreported distress was associated with gender (median: women 5.0, men 3.0, p < 0.001), partnered status (single 5.0, partnered 4.0, p = 0.018), and cancer type (rectal 5.0, colon 4.0, p = 0.026); these effects varied with patient age. Cortisol level was associated with âemotional problemsâ (Ï = 0.34, p = 0.030), anxiety (Ï = 0.46, p = 0.006), and depression (Ï = 0.54, p = 0.001) among younger patients. We found no significant associations between patientâreported distress, salivary cortisol, and sarcopenia. CONCLUSIONS: We found that young, single patients reported high levels of distress compared to other patient groups. Salivary cortisol may have limited value as a cancerârelated stress biomarker among younger patients, based on association with some psychosocial measures. Stress biomarkers may not be more clinically useful than patientâreported measures in assessing distress among colorectal cancer patients
Patientâreported distress and ageârelated stress biomarkers among colorectal cancer patients
ObjectiveDistress among cancer patients has been broadly accepted as an important indicator of wellâbeing but has not been well studied. We investigated patient characteristics associated with high distress levels as well as correlations among measures of patientâreported distress and âobjectiveâ stressârelated biomarkers among colorectal cancer patients.MethodsIn total, 238 patients with colon or rectal cancer completed surveys including the Distress Thermometer, Problem List, and the Hospital Anxiety and Depression Scale. We abstracted demographic and clinical information from patient charts and determined salivary cortisol level and imagingâbased sarcopenia. We evaluated associations between patient characteristics (demographics, clinical factors, and psychosocial and physical measures) and three outcomes (patientâreported distress, cortisol, and sarcopenia) with Spearmanâs rank correlations and multivariable linear regression. The potential moderating effect of age was separately investigated by including an interaction term in the regression models.ResultsPatientâreported distress was associated with gender (median: women 5.0, men 3.0, p < 0.001), partnered status (single 5.0, partnered 4.0, p = 0.018), and cancer type (rectal 5.0, colon 4.0, p = 0.026); these effects varied with patient age. Cortisol level was associated with âemotional problemsâ (Ï = 0.34, p = 0.030), anxiety (Ï = 0.46, p = 0.006), and depression (Ï = 0.54, p = 0.001) among younger patients. We found no significant associations between patientâreported distress, salivary cortisol, and sarcopenia.ConclusionsWe found that young, single patients reported high levels of distress compared to other patient groups. Salivary cortisol may have limited value as a cancerârelated stress biomarker among younger patients, based on association with some psychosocial measures. Stress biomarkers may not be more clinically useful than patientâreported measures in assessing distress among colorectal cancer patients.Patientâreported distress is closely associated with psychosocial and physical needs experienced by colorectal cancer patients, while cortisol is limited in its association to certain needs and younger patients. Stress biomarkers may not be as reliable as patientâreported distress in understanding the colorectal patient experience.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/168295/1/cam43914.pdfhttp://deepblue.lib.umich.edu/bitstream/2027.42/168295/2/cam43914_am.pd