Searched for: school:SOM
Department/Unit:Population Health
Association of Prophylaxis and Length of Stay With Venous Thromboembolism in Abdominopelvic Surgery
Kuriakose, Jonathan P; Wu, Wenbo; Weng, Wenjing; Kamdar, Neil; Burney, Richard E
INTRODUCTION/BACKGROUND:Extended venous thromboembolism prophylaxis (eVTEp) is recommended for select patients who have undergone major abdominopelvic surgery to prevent postdischarge venous thromboembolism (pdVTE). Criteria for selection of these patients are untested for this purpose and may be ineffective. To address this gap, we investigated the effectiveness of eVTEp on pdVTE rates. METHODS:A retrospective cohort study of patients undergoing abdominopelvic surgery from January 2016 to February 2020 was performed using data from the Michigan Surgical Quality Collaborative. pdVTE was the main outcome. Our exposure variable, eVTEp, was compared dichotomously. Length of stay (LOS) was compared categorically using clinically relevant groups. Age, race, cancer occurrence, inflammatory bowel disease, surgical approach, and surgical time were covariates among other variables. Descriptive statistics, propensity score matching, and multivariable logistic regression were performed to compare pdVTE rates. RESULTS:A total of 45,637 patients underwent abdominopelvic surgery. Of which, 3063 (6.71%) were prescribed eVTEp. Two hundred eighty-five (0.62%) had pdVTE. Of the 285, 59 (21%) patients received eVTEp, while 226 (79%) patients did not. After propensity score matching, multivariable logistic regression analysis showed pdVTE was associated with eVTEp and LOS of 5Â d or more (PÂ <Â 0.001). eVTEp was not associated with LOS. Further analysis showed increased risk of pdVTE with increasing LOS independent of prescription of eVTEp based on known risk factors. CONCLUSIONS:pdVTE was associated with increasing LOS but not with other VTE risk factors after propensity score matching. Current guidelines for eVTEp do not include LOS. Our findings suggest that LOS >5Â d should be added to the criteria for eVTEp.
PMID: 36327702
ISSN: 1095-8673
CID: 5358742
A Pilot Randomized Controlled Trial of Integrated Palliative Care and Nephrology Care
Scherer, Jennifer S; Rau, Megan E; Krieger, Anna; Xia, Yuhe; Zhong, Hua; Brody, Abraham; Charytan, David M; Chodosh, Joshua
BACKGROUND/UNASSIGNED:There has been a call by both patients and health professionals for the integration of palliative care with nephrology care, yet there is little evidence describing the effect of this approach. The objective of this paper is to report the feasibility and acceptability of a pilot randomized controlled trial testing the efficacy of integrated palliative and nephrology care. METHODS/UNASSIGNED:English speaking patients with CKD stage 5 were randomized to monthly palliative care visits for 3 months in addition to their usual care, as compared with usual nephrology care. Feasibility of recruitment, retention, completion of intervention processes, and feedback on participation was measured. Other outcomes included differences in symptom burden change, measured by the Integrated Palliative Outcome Scale-Renal, and change in quality of life, measured by the Kidney Disease Quality of Life questionnaire and completion of advance care planning documents. RESULTS/UNASSIGNED:Of the 67 patients approached, 45 (67%) provided informed consent. Of these, 27 patients completed the study (60%), and 14 (74%) of those in the intervention group completed all visits. We found small improvements in overall symptom burden (-2.92 versus 1.57) and physical symptom burden scores (-1.92 versus 1.79) in the intervention group. We did not see improvements in the quality-of-life scores, with the exception of the physical component score. The intervention group completed more advance care planning documents than controls (five health care proxy forms completed versus one, nine Medical Orders for Life Sustaining Treatment forms versus none). CONCLUSIONS/UNASSIGNED:We found that pilot testing through a randomized controlled trial of an ambulatory integrated palliative and nephrology care clinical program was feasible and acceptable to participants. This intervention has the potential to improve the disease experience for those with nondialysis CKD and should be tested in other CKD populations with longer follow-up. CLINICAL TRIALS REGISTRY NAME AND REGISTRATION NUMBER/UNASSIGNED:Pilot Randomized-controlled Trial of Integrated Palliative and Nephrology Care Versus Usual Nephrology Care, NCT04520984.
PMCID:9717658
PMID: 36514730
ISSN: 2641-7650
CID: 5382152
Bone mineral density, osteopenia and osteoporosis among US adults with cancer
Huang, J-F; Tan, Q-C; Bai, H; Wang, J; Bergman, M; Wu, Z
BACKGROUND:Bone mineral deficits are one of the most common complications in cancer survivors. However, there are no studies evaluating bone mineral density (BMD) and the prevalence of osteopenia and osteoporosis among patients with different types of cancers. AIM/OBJECTIVE:The objective was to assess BMD and evaluate the prevalence of osteopenia and osteoporosis among US adults with cancer. DESIGN/METHODS:A cross-section propensity score matching study. METHODS:We extracted data from National Health and Nutrition Examination Survey database from 2005 to 2018. We compared BMD in participants with and without cancer which was further analyzed according to cancer type. We conducted logistic regression to evaluate adjusted odds ratios of osteopenia and osteoporosis and determine risk factors for their development. RESULTS:We found that BMD was significantly higher in participants without cancer than cancer patients. Furthermore, the median BMD of patients with breast cancer or skin cancer (including melanoma) was significantly lower than participants without cancer. People with breast, lung, genitourinary and skin cancers were more likely to incur osteopenia/osteoporosis than those without cancer. CONCLUSIONS:BMD differs depending upon type in survivors. Individuals with a history of cancer have a poor understanding of osteoporosis and its risk factors. Understanding risk factors in patients with cancers identified in our study may be helpful for preventing osteoporosis and fractures and the development of screening guidelines.
PMID: 35092293
ISSN: 1460-2393
CID: 5155012
Metabolite profiling of CKD progression in the chronic renal insufficiency cohort study
Wen, Donghai; Zheng, Zihe; Surapaneni, Aditya; Yu, Bing; Zhou, Linda; Zhou, Wen; Xie, Dawei; Shou, Haochang; Avila-Pacheco, Julian; Kalim, Sahir; He, Jiang; Hsu, Chi-Yuan; Parsa, Afshin; Rao, Panduranga; Sondheimer, James; Townsend, Raymond; Waikar, Sushrut S; Rebholz, Casey M; Denburg, Michelle R; Kimmel, Paul L; Vasan, Ramachandran S; Clish, Clary B; Coresh, Josef; Feldman, Harold I; Grams, Morgan E; Rhee, Eugene P; ,
BACKGROUNDMetabolomic profiling in individuals with chronic kidney disease (CKD) has the potential to identify novel biomarkers and provide insight into disease pathogenesis.METHODSWe examined the association between blood metabolites and CKD progression, defined as the subsequent development of end-stage renal disease (ESRD) or estimated glomerular filtrate rate (eGFR) halving, in 1,773 participants of the Chronic Renal Insufficiency Cohort (CRIC) study, 962 participants of the African-American Study of Kidney Disease and Hypertension (AASK), and 5,305 participants of the Atherosclerosis Risk in Communities (ARIC) study.RESULTSIn CRIC, more than half of the measured metabolites were associated with CKD progression in minimally adjusted Cox proportional hazards models, but the number and strength of associations were markedly attenuated by serial adjustment for covariates, particularly eGFR. Ten metabolites were significantly associated with CKD progression in fully adjusted models in CRIC; 3 of these metabolites were also significant in fully adjusted models in AASK and ARIC, highlighting potential markers of glomerular filtration (pseudouridine), histamine metabolism (methylimidazoleacetate), and azotemia (homocitrulline). Our findings also highlight N-acetylserine as a potential marker of kidney tubular function, with significant associations with CKD progression observed in CRIC and ARIC.CONCLUSIONOur findings demonstrate the application of metabolomics to identify potential biomarkers and causal pathways in CKD progression.FUNDINGThis study was supported by the NIH (U01 DK106981, U01 DK106982, U01 DK085689, R01 DK108803, and R01 DK124399).
PMCID:9714776
PMID: 36048534
ISSN: 2379-3708
CID: 5586782
Metabolic Syndrome in Fasting and Non-Fasting Participants: The UAE Healthy Future Study
Mezhal, Fatima; Ahmad, Amar; Abdulle, Abdishakur; Leinberger-Jabari, Andrea; Oulhaj, Abderrahim; AlJunaibi, Abdulla; Alnaeemi, Abdulla; Al Dhaheri, Ayesha S; AlZaabi, Eiman; Al-Maskari, Fatma; AlAnouti, Fatme; Alsafar, Habiba; Alkaabi, Juma; Wareth, Laila Abdel; Aljaber, Mai; Kazim, Marina; Alblooshi, Manal; Al-Houqani, Mohammad; Hag Ali, Mohammad; Oumeziane, Naima; El-Shahawy, Omar; Al-Rifai, Rami H; Sherman, Scott; Shah, Syed M; Loney, Tom; Almahmeed, Wael; Idaghdour, Youssef; Ahmed, Luai A; Ali, Raghib
INTRODUCTION/BACKGROUND:Metabolic syndrome (MetS) is a multiplex of risk factors that predispose people to the development of diabetes and cardiovascular disease (CVD), two of the major non-communicable diseases that contribute to mortality in the United Arab Emirates (UAE). MetS guidelines require the testing of fasting samples, but there are evidence-based suggestions that non-fasting samples are also reliable for CVD-related screening measures. In this study, we aimed to estimate MetS and its components in a sample of young Emiratis using HbA1c as another glycemic marker. We also aimed to estimate the associations of some known CVD risk factors with MetS in our population. METHODS:The study was based on a cross-sectional analysis of baseline data of 5161 participants from the UAE Healthy Future Study (UAEHFS). MetS was identified using the NCEP ATP III criteria, with the addition of HbA1c as another glycemic indicator. Fasting blood glucose (FBG) and HbA1c were used either individually or combined to identify the glycemic component of MetS, based on the fasting status. Multivariate regression analysis was used to test for associations of selected social and behavioral factors with MetS. RESULTS:> 0.05). Age, increased body mass index (BMI), and family history of any metabolic abnormality and/or heart disease were consistently strongly associated with MetS. CONCLUSION/CONCLUSIONS:MetS is highly prevalent in our sample of young Emirati adults. Our data showed that HbA1c may be an acceptable tool to test for the glycemic component of MetS in non-fasting samples. We found that the most relevant risk factors for predicting the prevalence of MetS were age, BMI, and family history.
PMID: 36360639
ISSN: 1660-4601
CID: 5357562
Age-Specific Differences in Online Grocery Shopping Behaviors and Attitudes among Adults with Low Income in the United States in 2021
Rummo, Pasquale E; Roberto, Christina A; Thorpe, Lorna E; Troxel, Andrea B; Elbel, Brian
BACKGROUND:Online grocery shopping has surged in popularity, but we know little about online grocery shopping behaviors and attitudes of adults with low income, including differences by age. METHODS:= 3526). Participants completed an online survey designed to assess diet and online food shopping behaviors. Using logistic regression, we examined the relationship between participant characteristics, including age, and the likelihood of online grocery shopping, and separately examined variation in the reasons for online grocery shopping by age. RESULTS:< 0.001)). CONCLUSION/CONCLUSIONS:Strategies for making online grocery shopping more affordable for adults with lower income may be promising, especially online produce. For older adults, additional support may be needed to make online shopping a suitable replacement for in-store shopping, such as education on technology and combining it with opportunities for social support.
PMCID:9609768
PMID: 36297112
ISSN: 2072-6643
CID: 5358122
Association between depression, happiness, and sleep duration: data from the UAE healthy future pilot study
Al Balushi, Mitha; Al Balushi, Sara; Javaid, Syed; Leinberger-Jabari, Andrea; Al-Maskari, Fatma; Al-Houqani, Mohammed; Al Dhaheri, Ayesha; Al Nuaimi, Abdullah; Al Junaibi, Abdullah; Oumeziane, Naima; Kazim, Marina; Al Hamiz, Aisha; Haji, Muna; Al Hosani, Ayesha; Abdel Wareth, Leila; AlMahmeed, Wael; Alsafar, Habiba; AlAnouti, Fatme; Al Zaabi, Eiman; K Inman, Claire; Shahawy, Omar El; Weitzman, Michael; Schmidt, Ann Marie; Sherman, Scott; Abdulle, Abdishakur; Ahmad, Amar; Ali, Raghib
BACKGROUND:The United Arab Emirates Healthy Future Study (UAEHFS) is one of the first large prospective cohort studies and one of the few studies in the region which examines causes and risk factors for chronic diseases among the nationals of the United Arab Emirates (UAE). The aim of this study is to investigate the eight-item Patient Health Questionnaire (PHQ-8) as a screening instrument for depression among the UAEHFS pilot participants. METHODS:The UAEHFS pilot data were analyzed to examine the relationship between the PHQ-8 and possible confounding factors, such as self-reported happiness, and self-reported sleep duration (hours) after adjusting for age, body mass index (BMI), and gender. RESULTS:Out of 517 participants who met the inclusion criteria, 487 (94.2%) participants filled out the questionnaire and were included in the statistical analysis using 100 multiple imputations. 231 (44.7%) were included in the primary statistical analysis after omitting the missing values. Participants' median age was 32.0 years (Interquartile Range: 24.0, 39.0). In total, 22 (9.5%) of the participant reported depression. Females have shown significantly higher odds of reporting depression than males with an odds ratio = 3.2 (95% CI:1.17, 8.88), and there were approximately 5-fold higher odds of reporting depression for unhappy than for happy individuals. For one interquartile-range increase in age and BMI, the odds ratio of reporting depression was 0.34 (95% CI: 0.1, 1.0) and 1.8 (95% CI: 0.97, 3.32) respectively. CONCLUSION/CONCLUSIONS:Females are more likely to report depression compared to males. Increasing age may decrease the risk of reporting depression. Unhappy individuals have approximately 5-fold higher odds of reporting depression compared to happy individuals. A higher BMI was associated with a higher risk of reporting depression. In a sensitivity analysis, individuals who reported less than 6 h of sleep per 24 h were more likely to report depression than those who reported 7 h of sleep.
PMCID:9587590
PMID: 36271400
ISSN: 2050-7283
CID: 5352582
Program of Intensive Support in Emergency Departments for Care Partners of Cognitively Impaired Patients: Protocol for a Multisite Randomized Controlled Trial
Chodosh, Joshua; Connor, Karen; Fowler, Nicole; Gao, Sujuan; Perkins, Anthony; Grudzen, Corita; Messina, Frank; Mangold, Michael; Smilowitz, Jessica; Boustani, Malaz; Borson, Soo
BACKGROUND:Older adults with cognitive impairment have more emergency department visits and 30-day readmissions and are more likely to die after visiting the emergency department than people without cognitive impairment. Emergency department providers frequently do not identify cognitive impairment. Use of cognitive screening tools, along with better understanding of root causes for emergency department visits, could equip health care teams with the knowledge needed to develop individually tailored care management strategies for post-emergency department care. By identifying and directly addressing patients' and informal caregivers' (or care partners') psychosocial and health care needs, such strategies could reduce the need for repeat acute care. We have used the terms "caregiver" and "care partner" interchangeably. OBJECTIVE:We aimed to describe the protocol for a randomized controlled trial of a new care management intervention, the Program of Intensive Support in Emergency Departments for Care Partners of Cognitively Impaired Patients (POISED) trial, compared with usual care. We described the research design, intervention, outcome measures, data collection techniques, and analysis plans. METHODS:Emergency department patients who were aged ≥75 years and screened positive for cognitive impairment via either the Mini-Cog or the proxy-reported Short Informant Questionnaire on Cognitive Decline in the Elderly, with a planned discharge to home, were recruited to participate with their identified informal (family or friend) caregiver in the 2-site POISED randomized controlled trial at New York University Langone Health and Indiana University. The intervention group received 6 months of care management from the POISED Care Team of registered nurses and specialty-trained paraprofessionals, who perform root cause analyses, administer standardized assessments, provide advice, recommend appropriate referrals, and, when applicable, implement dementia-specific comorbid condition protocols. The control group received care as recommended at emergency department discharge (usual care) and were given information about resources for further cognitive assessment. The primary outcome is repeat emergency department use; secondary outcomes include caregiver activation for patient health care management, caregiver depression, anxiety, and experience of social support as important predisposing and time-varying enabling and need characteristics. Data were collected from questionnaires and patients' electronic health records. RESULTS:Recruitment was conducted between March 2018 and May 2021. Study findings will be published in peer-reviewed journals and presented to peer audiences, decision makers, stakeholders, and other interested persons. CONCLUSIONS:The POISED intervention is a promising approach to tailoring care management based on root causes for emergency department admission of patients with cognitive impairment with the aim of reducing readmissions. This trial will provide insights for caregivers and emergency department and primary care providers on appropriate, personalized, and proactive treatment plans for older adults with cognitive impairment. The findings will be relevant to audiences concerned with quality of life for individuals with cognitive impairment and their caregivers. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov NCT03325608; https://clinicaltrials.gov/ct2/show/NCT03325608. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)/UNASSIGNED:DERR1-10.2196/36607.
PMCID:9634513
PMID: 36264626
ISSN: 1929-0748
CID: 5387382
Machine Learning Approach to Predict In-Hospital Mortality in Patients Admitted for Peripheral Artery Disease in the United States
Zhang, Donglan; Li, Yike; Kalbaugh, Corey Andrew; Shi, Lu; Divers, Jasmin; Islam, Shahidul; Annex, Brian H
Background Peripheral artery disease (PAD) affects >10 million people in the United States. PAD is associated with poor outcomes, including premature death. Machine learning (ML) has been increasingly used on big data to predict clinical outcomes. This study aims to develop ML models to predict in-hospital mortality in patients hospitalized for PAD based on a national database. Methods and Results Inpatient hospitalization data were obtained from the 2016 to 2019 National Inpatient Sample. A total of 150 921 inpatients were identified with a primary diagnosis of PAD and PAD-related procedures using codes of the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) and International Classification of Diseases, Tenth Revision, Procedure Coding System (ICD-10-PCS). Four ML models, including logistic regression, random forest, light gradient boosting, and extreme gradient boosting models, were trained to predict the risk of in-hospital death based on a selection of variables, including patient characteristics, comorbidities, procedures, and hospital-related factors. In-hospital mortality occurred in 1.8% of patients. The performance of the 4 models was comparable, with the area under the receiver operating characteristic curve ranging from 0.83 to 0.85, sensitivity of 77% to 82%, and specificity of 72% to 75%. These results suggest adequate predictability for clinical decision-making. In all 4 models, the total number of diagnoses and procedures, age, endovascular revascularization procedure, congestive heart failure, diabetes, and diabetes with complications were critical predictors of in-hospital mortality. Conclusions This study demonstrates the feasibility of ML in predicting in-hospital mortality in patients with a primary PAD diagnosis. Findings highlight the potential of ML models in identifying high-risk patients for poor outcomes and guiding personalized intervention.
PMID: 36216437
ISSN: 2047-9980
CID: 5351942
Adapting a tobacco cessation treatment intervention and implementation strategies to enhance implementation effectiveness and clinical outcomes in the context of HIV care in Vietnam: a case study
Shelley, Donna; Alvarez, Gloria Guevara; Nguyen, Trang; Nguyen, Nam; Goldsamt, Lloyd; Cleland, Charles; Tozan, Yesim; Shuter, Jonathan; Armstrong-Hough, Mari
BACKGROUND:Smoking rates remain high in Vietnam, particularly among people living with HIV/AIDS (PLWH), but tobacco cessation services are not available in outpatient HIV clinics (OPCs). The research team is conducting a type II hybrid randomized controlled trial (RCT) comparing the cost-effectiveness of three tobacco cessation interventions among PLWH receiving care in HIV clinics in Vietnam. The study is simultaneously evaluating the implementation processes and outcomes of strategies aimed at increasing the implementation of tobacco dependence treatment (TDT) in the context of HIV care. This paper describes the systematic, theory-driven process of adapting intervention components and implementation strategies with demonstrated effectiveness in high-income countries, and more recently in Vietnam, to a new population (i.e., PLWH) and new clinical setting, prior to launching the trial. METHODS:Data collection and analyses were guided by two implementation science frameworks and the socio-ecological model. Qualitative interviews were conducted with 13 health care providers and 24 patients in three OPCs. Workflow analyses were conducted in each OPC. Qualitative data were analyzed using rapid qualitative analysis procedures. Based on findings, components of the intervention and implementation strategies were adapted, followed by a 3-month pilot study in one OPC with 16 patients randomized to one of two intervention arms. RESULTS:The primary adaptations included modifying the TDT intervention counseling content to address barriers to quitting among PLWH and Vietnamese sociocultural norms that support smoking cessation. Implementation strategies (i.e., training and system changes) were adapted to respond to provider- and clinic-level determinants of implementation effectiveness (e.g., knowledge gaps, OPC resource constraints, staffing structure, compatibility). CONCLUSIONS:Adaptations were facilitated through a mixed method, stakeholder (patient and health care provider, district health leader)-engaged evaluation of context-specific influences on intervention and implementation effectiveness. This data-driven approach to refining and adapting components aimed to optimize intervention effectiveness and implementation in the context of HIV care. Balancing pragmatism with rigor through the use of rapid analysis procedures and multiple methods increased the feasibility of the adaptation process. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov NCT05162911 . Registered on December 16, 2021.
PMCID:9574833
PMID: 36253834
ISSN: 2662-2211
CID: 5360302