Searched for: school:SOM
Department/Unit:Population Health
Clinical decision support tool and rapid point-of-care platform for determining disease severity in patients with COVID-19
McRae, Michael P; Simmons, Glennon W; Christodoulides, Nicolaos J; Lu, Zhibing; Kang, Stella K; Fenyo, David; Alcorn, Timothy; Dapkins, Isaac P; Sharif, Iman; Vurmaz, Deniz; Modak, Sayli S; Srinivasan, Kritika; Warhadpande, Shruti; Shrivastav, Ravi; McDevitt, John T
SARS-CoV-2 is the virus that causes coronavirus disease (COVID-19) which has reached pandemic levels resulting in significant morbidity and mortality affecting every inhabited continent. The large number of patients requiring intensive care threatens to overwhelm healthcare systems globally. Likewise, there is a compelling need for a COVID-19 disease severity test to prioritize care and resources for patients at elevated risk of mortality. Here, an integrated point-of-care COVID-19 Severity Score and clinical decision support system is presented using biomarker measurements of C-reactive protein (CRP), N-terminus pro B type natriuretic peptide (NT-proBNP), myoglobin (MYO), D-dimer, procalcitonin (PCT), creatine kinase-myocardial band (CK-MB), and cardiac troponin I (cTnI). The COVID-19 Severity Score combines multiplex biomarker measurements and risk factors in a statistical learning algorithm to predict mortality. The COVID-19 Severity Score was trained and evaluated using data from 160 hospitalized COVID-19 patients from Wuhan, China. Our analysis finds that COVID-19 Severity Scores were significantly higher for the group that died versus the group that was discharged with median (interquartile range) scores of 59 (40-83) and 9 (6-17), respectively, and area under the curve of 0.94 (95% CI 0.89-0.99). Although this analysis represents patients with cardiac comorbidities (hypertension), the inclusion of biomarkers from other pathophysiologies implicated in COVID-19 (e.g., D-dimer for thrombotic events, CRP for infection or inflammation, and PCT for bacterial co-infection and sepsis) may improve future predictions for a more general population. These promising initial models pave the way for a point-of-care COVID-19 Severity Score system to impact patient care after further validation with externally collected clinical data. Clinical decision support tools for COVID-19 have strong potential to empower healthcare providers to save lives by prioritizing critical care in patients at high risk for adverse outcomes.
PMID: 32490853
ISSN: 1473-0189
CID: 4469072
What Exactly Are We Measuring? Evaluating Sexual and Gender Minority Cultural Humility Training for Oncology Care Clinicians
Alpert, Ash; Kamen, Charles; Schabath, Matthew B; Hamel, Lauren; Seay, Julia; Quinn, Gwendolyn P
PMID: 32552279
ISSN: 1527-7755
CID: 4496782
Synergistic Effect of WTC-Particulate Matter and Lysophosphatidic Acid Exposure and the Role of RAGE: In-Vitro and Translational Assessment
Lam, Rachel; Haider, Syed H; Crowley, George; Caraher, Erin J; Ostrofsky, Dean F; Talusan, Angela; Kwon, Sophia; Prezant, David J; Wang, Yuyan; Liu, Mengling; Nolan, Anna
World Trade Center particulate matter (WTC-PM)-exposed firefighters with metabolic syndrome (MetSyn) have a higher risk of WTC lung injury (WTC-LI). Since macrophages are crucial innate pulmonary mediators, we investigated WTC-PM/lysophosphatidic acid (LPA) co-exposure in macrophages. LPA, a low-density lipoprotein metabolite, is a ligand of the advanced glycation end-products receptor (AGER or RAGE). LPA and RAGE are biomarkers of WTC-LI. Human and murine macrophages were exposed to WTC-PM, and/or LPA, and compared to controls. Supernatants were assessed for cytokines/chemokines; cell lysate immunoblots were assessed for signaling intermediates after 24 h. To explore the translatability of our in-vitro findings, we assessed serum cytokines/chemokines and metabolites of symptomatic, never-smoking WTC-exposed firefighters. Agglomerative hierarchical clustering identified phenotypes of WTC-PM-induced inflammation. WTC-PM induced GM-CSF, IL-8, IL-10, and MCP-1 in THP-1-derived macrophages and induced IL-1α, IL-10, TNF-α, and NF-κB in RAW264.7 murine macrophage-like cells. Co-exposure induced synergistic elaboration of IL-10 and MCP-1 in THP-1-derived macrophages. Similarly, co-exposure synergistically induced IL-10 in murine macrophages. Synergistic effects were seen in the context of a downregulation of NF-κB, p-Akt, -STAT3, and -STAT5b. RAGE expression after co-exposure increased in murine macrophages compared to controls. In our integrated analysis, the human cytokine/chemokine biomarker profile of WTC-LI was associated with discriminatory metabolites (fatty acids, sphingolipids, and amino acids). LPA synergistically elaborated WTC-PM's inflammatory effects in vitro and was partly RAGE-mediated. Further research will focus on the intersection of MetSyn/PM exposure.
PMID: 32560330
ISSN: 1660-4601
CID: 4486332
Rapid implementation of virtual neurology in response to the COVID-19 pandemic
Grossman, Scott N; Han, Steven C; Balcer, Laura J; Kurzweil, Arielle; Weinberg, Harold; Galetta, Steven L; Busis, Neil A
The COVID-19 pandemic is causing world-wide social dislocation, operational and economic dysfunction, and high rates of morbidity and mortality. Medical practices are responding by developing, disseminating and implementing unprecedented changes in health care delivery. Telemedicine has rapidly moved to the frontline of clinical practice due to the need for prevention and mitigation strategies; these have been encouraged, facilitated, and enabled by changes in government rules and regulations and payer-driven reimbursement policies.We describe our neurology department's situational transformation from in-person outpatient visits to a largely virtual neurology practice in response to the COVID-19 pandemic. Two key factors enabled our rapid deployment of virtual encounters in neurology and its subspecialties. The first was a well-established robust information technology infrastructure supporting virtual urgent care services at our institution; this connected physicians directly to patients using both the physician's and the patient's own mobile devices. The second is the concept of one patient, one chart, facilitated by a suite of interconnected electronic medical record (EMR) applications on several different device types.We present our experience with conducting general teleneurology encounters using secure synchronous audio and video connections integrated with an EMR. This report also details how we perform virtual neurological examinations that are clinically meaningful, and how we document, code and bill for these virtual services. Many of these processes can be used by other neurology providers, regardless of their specific practice model. We then discuss potential roles for teleneurology after the COVID-19 global pandemic has been contained.
PMID: 32358217
ISSN: 1526-632x
CID: 4424412
Training in neurology: Flexibility and adaptability of a neurology training program at the epicenter of COVID-19
Agarwal, Shashank; Sabadia, Sakinah; Abou-Fayssal, Nada; Kurzweil, Arielle; Balcer, Laura J; Galetta, Steven L
OBJECTIVE:To outline changes made to a neurology residency program in response to coronavirus disease 2019 (COVID-19). METHODS:In early March 2020, the first cases of COVID-19 were announced in the United States. New York City quickly became the epicenter of a global pandemic, and our training program needed to rapidly adapt to the increasing number of inpatient cases while being mindful of protecting providers and continuing education. Many of these changes unfolded over days, including removing residents from outpatient services, minimizing the number of residents on inpatient services, deploying residents to medicine services and medical intensive care units, converting continuity clinic patient visits to virtual options, transforming didactics to online platforms only, and maintaining connectedness in an era of social distancing. We have been able to accomplish this through daily virtual meetings among leadership, faculty, and residents. RESULTS:Over time, our program has successfully rolled out initiatives to service the growing number of COVID-related inpatients while maintaining neurologic care for those in need and continuing our neurologic education curriculum. CONCLUSION/CONCLUSIONS:It has been necessary and feasible for our residency training program to undergo rapid structural changes to adapt to a medical crisis. The key ingredients in doing this successfully have been flexibility and teamwork. We suspect that many of the implemented changes will persist long after the COVID-19 crisis has passed and will change the approach to neurologic and medical training.
PMID: 32385187
ISSN: 1526-632x
CID: 4430662
Resilience factors, race/ethnicity and sleep disturbance among diverse older females with hypertension
Blanc, Judite; Seixas, Azizi; Donley, Tiffany; Bubu, Omonigho Michael; Williams, Natasha; Jean-Louis, Girardin
BACKGROUND:This study examined the relationships between resilience and sleep disturbance in a diverse sample of older women with a history of hypertension and whether this relationship is moderated by individuals' race/ethnicity. METHODS:Sample includes 700 females from a community-based study in Brooklyn, New York with a mean age of 60.7 years (SD=6.52). Of the participants, 28.1% were born in the U.S.; 71% were African-descent, 17.4% were European and 11.6% were Hispanics descents. Data were gathered on demographics and sleep disturbance using the Comprehensive Assessment and Referral Evaluation (CARE) and the Stress Index Scale (SIS). Resilience Factors were assessed with both the Index of Self-Regulation of Emotion (ISE) and religious health beliefs. Chi-Square, Anova, Student t-tests, and multilinear regression analysis were conducted to explore associations between resilience factors and sleep disturbance. Associations between resilience factors and sleep disturbance were examined using stratified multilinear regression analysis in three models by race/ethnicity. Regression models was conducted examining the interaction between resilience factors and stress RESULTS: Resilience factor, ISE emerged as the strongest independent predictor of sleep disturbance [B(SE) = -0.368(0.008); p < .001] for African descents. ISE was not a significant predictor of sleep disturbance among Hispanic participants [B(SE) = -0.218(0.022);p = .052], however interaction effect analysis revealed that stress level moderates significantly the relationship between ISE, and their sleep disturbance [B(SE) = 0.243(0.001);p = .036]. CONCLUSIONS:Results of our study suggest that resilience factors might be a more important protective factor for sleep disturbance among diverse older females.
PMCID:7266829
PMID: 32479324
ISSN: 1573-2517
CID: 4467352
Impact of Smoking Cessation Interventions Initiated During Hospitalization Among HIV-Infected Smokers
Triant, Virginia A; Grossman, Ellie; Rigotti, Nancy A; Ramachandran, Rekha; Regan, Susan; Sherman, Scott E; Richter, Kimber P; Tindle, Hilary A; Harrington, Kathleen F
INTRODUCTION/BACKGROUND:Smoking is a key determinant of mortality among people living with HIV (PLWH). METHODS:To better understand the effects of smoking cessation interventions in PLWH, we conducted a pooled analysis of four randomized controlled trials of hospital-initiated smoking interventions conducted through the Consortium of Hospitals Advancing Research on Tobacco (CHART). In each study, cigarette smokers were randomly assigned to usual care or a smoking cessation intervention. The primary outcome was self-reported past 30-day tobacco abstinence at 6-month follow-up. Abstinence rates were compared between PLWH and participants without HIV and by treatment arm, using both complete-case and intention-to-treat analyses. Multivariable logistic regression was used to determine the effect of HIV status on 6-month tobacco abstinence and to determine predictors of smoking cessation within PLWH. RESULTS:Among 5550 hospitalized smokers, there were 202 (3.6%) PLWH. PLWH smoked fewer cigarettes per day and were less likely to be planning to quit than smokers without HIV. At 6 months, cessation rates did not differ between intervention and control groups among PLWH (28.9% vs. 30.5%) or smokers without HIV (36.1% vs. 34.1%). In multivariable regression analysis, HIV status was not significantly associated with smoking cessation at 6 months. Among PLWH, confidence in quitting was the only clinical factor independently associated with smoking cessation (OR 2.0, 95% CI = 1.4 to 2.8, p < .01). CONCLUSIONS:HIV status did not alter likelihood of quitting smoking after hospital discharge, whether or not the smoker was offered a tobacco cessation intervention, but power was limited to identify potentially important differences. IMPLICATIONS/CONCLUSIONS:PLWH had similar quit rates to participants without HIV following a hospital-initiated smoking cessation intervention. The findings suggest that factors specific to HIV infection may not influence response to smoking cessation interventions and that all PLWH would benefit from efforts to assist in quitting smoking. TRIAL REGISTRATION/BACKGROUND:(1) Using "warm handoffs" to link hospitalized smokers with tobacco treatment after discharge: study protocol of a randomized controlled trial: NCT01305928. (2) Web-based smoking cessation intervention that transitions from inpatient to outpatient: NCT01277250. (3) Effectiveness of smoking-cessation interventions for urban hospital patients: NCT01363245. (4) Effectiveness of Post-Discharge Strategies for Hospitalized Smokers (HelpingHAND2): NCT01714323.
PMID: 31687769
ISSN: 1469-994x
CID: 4179282
Staying Connected In The COVID-19 Pandemic: Telehealth At The Largest Safety-Net System In The United States
Lau, Jen; Knudsen, Janine; Jackson, Hannah; Wallach, Andrew B; Bouton, Michael; Natsui, Shaw; Philippou, Christopher; Karim, Erfan; Silvestri, David M; Avalone, Lynsey; Zaurova, Milana; Schatz, Daniel; Sun, Vivian; Chokshi, Dave A
NYC Health + Hospitals (NYC H+H) is the largest safety net health care delivery system in the United States. Prior to the novel coronavirus disease (COVID-19) pandemic, NYC H+H served over one million patients, including the most vulnerable New Yorkers, and billed fewer than 500 telehealth visits monthly. Once the pandemic struck, we established a strategy to allow us to continue to serve existing patients and treat the surge of new patients. Starting in March 2020 we were able to transform the system using virtual care platforms through which we conducted almost 83,000 billable televisits in one month and more than 30,000 behavioral health encounters via telephone and video. Telehealth also enabled us to support patient-family communication, post-discharge follow-up, and palliative care for COVID-19 patients. Expanded Medicaid coverage and insurance reimbursement for telehealth played a pivotal role in this transformation. As we move to a new blend of virtual and in-person care, it is vital that the major regulatory and insurance changes undergirding our COVID-19 telehealth response be sustained to protect access for our most vulnerable patients. [Editor's Note: This Fast Track Ahead Of Print article is the accepted version of the manuscript. The final edited version will appear in an upcoming issue of Health Affairs.].
PMID: 32525705
ISSN: 1544-5208
CID: 4478532
Cost-effectiveness of direct anti-viral agents for hepatitis C virus infection and a combined intervention of syringe access and medication assisted therapy for opioid use disorders in an injection drug use population
Stevens, Elizabeth R; Nucifora, Kimberly A; Hagan, Holly; Jordan, Ashly E; Uyei, Jennifer; Khan, Bilal; Dombrowski, Kirk; des Jarlais, Don; Braithwaite, R Scott
BACKGROUND:There are too many plausible permutations and scale-up scenarios of combination hepatitis C (HCV) interventions for exhaustive testing in experimental trials. Therefore, we used computer simulation to project the health and economic impact of alternative combination intervention scenarios for people who inject drugs (PWID), focusing on direct anti-viral agents (DAA) and medication-assisted treatment combined with syringe access programs (MAT+). METHODS:We performed an allocative efficiency study using a mathematical model simulating the progression of HCV in PWID and its related consequences. Two previously validated simulations were combined to estimate the cost-effectiveness of intervention strategies that included a range of coverage levels. Analyses were performed from a health sector and societal perspective with a 15-year time horizon and a discount rate of 3%. RESULTS:From a health-sector perspective (excluding criminal justice system-related costs), four potential strategies fell on the cost-efficiency frontier. DAA at 20% coverage had an ICER of $27,251/QALY. Combinations of DAA 20% with MAT+ at 20%, 40%, and 80% coverage had ICERs of $165,985/QALY, $325,860/QALY, and $399,189/QALY, respectively. When analyzed from a societal perspective (including criminal justice system-related costs), DAA 20% with MAT+ 80% was most effective and was cost saving. While DAA 20% with MAT+ 80% was more expensive (e.g., less cost-saving) than MAT+ 80% alone without DAA, it offered favorable value compared to MAT+ 80% alone ($23,932/QALY). CONCLUSION/CONCLUSIONS:When considering health sector costs alone, DAA alone was the most cost-effective intervention. However, with criminal justice system-related costs, DAA and MAT+ implemented together become the most cost-effective interventions.
PMID: 31400755
ISSN: 1537-6591
CID: 4034552
Benzodiazepines, Codispensed Opioids, and Mortality among Patients Initiating Long-Term In-Center Hemodialysis
Muzaale, Abimereki D; Daubresse, Matthew; Bae, Sunjae; Chu, Nadia M; Lentine, Krista L; Segev, Dorry L; McAdams-DeMarco, Mara
BACKGROUND AND OBJECTIVES:Mortality from benzodiazepine/opioid interactions is a growing concern in light of the opioid epidemic. Patients on hemodialysis suffer from a high burden of physical/psychiatric conditions, which are treated with benzodiazepines, and they are three times more likely to be prescribed opioids than the general population. Therefore, we studied mortality risk associated with short- and long-acting benzodiazepines and their interaction with opioids among adults initiating hemodialysis. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS:The cohort of 69,368 adults initiating hemodialysis (January 2013 to December 2014) was assembled by linking US Renal Data System records to Medicare claims. Medicare claims were used to identify dispensed benzodiazepines and opioids. Using adjusted Cox proportional hazards models, we estimated the mortality risk associated with benzodiazepines (time varying) and tested whether the benzodiazepine-related mortality risk differed by opioid codispensing. RESULTS:=0.72). CONCLUSIONS:Codispensing of opioids and short-acting benzodiazepines is common among patients on dialysis, and it is associated with higher risk of death.
PMID: 32457228
ISSN: 1555-905x
CID: 5126392