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Assessment of Racial/Ethnic Disparities in Hospitalization and Mortality in Patients With COVID-19 in New York City

Ogedegbe, Gbenga; Ravenell, Joseph; Adhikari, Samrachana; Butler, Mark; Cook, Tiffany; Francois, Fritz; Iturrate, Eduardo; Jean-Louis, Girardin; Jones, Simon A; Onakomaiya, Deborah; Petrilli, Christopher M; Pulgarin, Claudia; Regan, Seann; Reynolds, Harmony; Seixas, Azizi; Volpicelli, Frank Michael; Horwitz, Leora Idit
Importance/UNASSIGNED:Black and Hispanic populations have higher rates of coronavirus disease 2019 (COVID-19) hospitalization and mortality than White populations but lower in-hospital case-fatality rates. The extent to which neighborhood characteristics and comorbidity explain these disparities is unclear. Outcomes in Asian American populations have not been explored. Objective/UNASSIGNED:To compare COVID-19 outcomes based on race and ethnicity and assess the association of any disparities with comorbidity and neighborhood characteristics. Design, Setting, and Participants/UNASSIGNED:This retrospective cohort study was conducted within the New York University Langone Health system, which includes over 260 outpatient practices and 4 acute care hospitals. All patients within the system's integrated health record who were tested for severe acute respiratory syndrome coronavirus 2 between March 1, 2020, and April 8, 2020, were identified and followed up through May 13, 2020. Data were analyzed in June 2020. Among 11 547 patients tested, outcomes were compared by race and ethnicity and examined against differences by age, sex, body mass index, comorbidity, insurance type, and neighborhood socioeconomic status. Exposures/UNASSIGNED:Race and ethnicity categorized using self-reported electronic health record data (ie, non-Hispanic White, non-Hispanic Black, Hispanic, Asian, and multiracial/other patients). Main Outcomes and Measures/UNASSIGNED:The likelihood of receiving a positive test, hospitalization, and critical illness (defined as a composite of care in the intensive care unit, use of mechanical ventilation, discharge to hospice, or death). Results/UNASSIGNED:Among 9722 patients (mean [SD] age, 50.7 [17.5] years; 58.8% women), 4843 (49.8%) were positive for COVID-19; 2623 (54.2%) of those were admitted for hospitalization (1047 [39.9%] White, 375 [14.3%] Black, 715 [27.3%] Hispanic, 180 [6.9%] Asian, 207 [7.9%] multiracial/other). In fully adjusted models, Black patients (odds ratio [OR], 1.3; 95% CI, 1.2-1.6) and Hispanic patients (OR, 1.5; 95% CI, 1.3-1.7) were more likely than White patients to test positive. Among those who tested positive, odds of hospitalization were similar among White, Hispanic, and Black patients, but higher among Asian (OR, 1.6, 95% CI, 1.1-2.3) and multiracial patients (OR, 1.4; 95% CI, 1.0-1.9) compared with White patients. Among those hospitalized, Black patients were less likely than White patients to have severe illness (OR, 0.6; 95% CI, 0.4-0.8) and to die or be discharged to hospice (hazard ratio, 0.7; 95% CI, 0.6-0.9). Conclusions and Relevance/UNASSIGNED:In this cohort study of patients in a large health system in New York City, Black and Hispanic patients were more likely, and Asian patients less likely, than White patients to test positive; once hospitalized, Black patients were less likely than White patients to have critical illness or die after adjustment for comorbidity and neighborhood characteristics. This supports the assertion that existing structural determinants pervasive in Black and Hispanic communities may explain the disproportionately higher out-of-hospital deaths due to COVID-19 infections in these populations.
PMID: 33275153
ISSN: 2574-3805
CID: 4694552

COVID-19 in Patients with Inflammatory Arthritis: A Prospective Study on the Effects of Comorbidities and DMARDs on Clinical Outcomes

Haberman, Rebecca H; Castillo, Rochelle; Chen, Alan; Yan, Di; Ramirez, Deborah; Sekar, Vaish; Lesser, Robert; Solomon, Gary; Niemann, Andrea L; Blank, Rebecca B; Izmirly, Peter; Webster, Dan E; Ogdie, Alexis; Troxel, Andrea B; Adhikari, Samrachana; Scher, Jose U
OBJECTIVE:To characterize the hospitalization and death rates among patients with inflammatory arthritis affected by COVID-19 and to analyze the associations between comorbidities and immunomodulatory medications and infection outcomes. METHODS:Clinical, demographic, maintenance treatment, and disease course data and outcomes of individuals with inflammatory arthritis (IA; rheumatoid arthritis and spondylarthritis) with symptomatic COVID-19 infection were prospectively assessed via web-based questionnaire followed by individual phone calls and electronic medical record review. Baseline characteristics and medication use were summarized for hospitalized and ambulatory patients, and outcomes were compared for each medication class using multivariable logistic regression. RESULTS:A total of 103 patients with IA were included in the study (n=80 confirmed and n=23 highly suspicious for COVID-19). Twenty-six percent of participants required hospitalization, and 4% died. Patients who warranted hospitalization were significantly more likely to be older (P<0.001) and have comorbid hypertension (P=0.001) and chronic obstructive pulmonary disease (P=0.022). IA patients taking oral glucocorticoids had a higher likelihood of being admitted for COVID-19 (P<0.001) while those on maintenance anti-cytokine biologic therapies did not. CONCLUSION/CONCLUSIONS:In patients with underlying IA, COVID-19 outcomes were worse in those receiving glucocorticoids but not in patients on maintenance anti-cytokine therapy. Further work is needed to understand whether immunomodulatory therapies affect COVID-19 incidence.
PMID: 32725762
ISSN: 2326-5205
CID: 4557002

RAAS Inhibitors and Risk of Covid-19. Reply [Comment]

Reynolds, Harmony R; Adhikari, Samrachana; Iturrate, Eduardo
PMID: 33108107
ISSN: 1533-4406
CID: 4646512

Smartphone-Delivered Progressive Muscle Relaxation for the Treatment of Migraine in Primary Care: A Randomized Controlled Trial

Minen, Mia T; Adhikari, Samrachana; Padikkala, Jane; Tasneem, Sumaiya; Bagheri, Ashley; Goldberg, Eric; Powers, Scott; Lipton, Richard B
OBJECTIVE:Scalable, accessible forms of behavioral therapy for migraine prevention are needed. We assessed the feasibility and acceptability of progressive muscle relaxation (PMR) delivered by a smartphone application (app) in the Primary Care setting. METHODS:This pilot study was a non-blinded, randomized, parallel-arm controlled trial of adults with migraine and 4+ headache days/month. Eligible participants spoke English and owned a smartphone. All participants were given the RELAXaHEAD app which includes an electronic headache diary. Participants were randomized to receive 1 of the 2 versions of the app-one with PMR and the other without PMR. The primary outcomes were measures of feasibility (adherence to the intervention and diary entries during the 90-day interval) and acceptability (satisfaction levels). We conducted exploratory analyses to determine whether there was a change in Migraine Disability Assessment Scale (MIDAS) scores or a change in headache days. RESULTS:Of 139 participants (77 PMR, 62 control), 116 (83%) were female, mean age was 41.7 ± 12.8 years. Most patients 108/139 (78%) had moderate-severe disability. Using a 1-5 Likert scale, participants found the app easy to use (mean 4.2 ± 0.7) and stated that they would be happy to engage in the PMR intervention again (mean 4.3 ± 0.6). For the first 6 weeks, participants practiced PMR 2-4 days/week. Mean per session duration was 11.1 ± 8.3 minutes. Relative to the diary-only group, the PMR group showed a greater non-significant decline in mean MIDAS scores (-8.7 vs -22.7, P = .100) corresponding to a small-moderate mean effect size (Cohen's d = 0.38). CONCLUSION/CONCLUSIONS:Smartphone-delivered PMR may be an acceptable, accessible form of therapy for migraine. Mean effects show a small-moderate mean effect size in disability scores.
PMID: 33200413
ISSN: 1526-4610
CID: 4689372

A Propensity-Matched Cohort Study of Tocilizumab in Patients With Coronavirus Disease 2019

Lewis, Tyler C; Adhikari, Samrachana; Tatapudi, Vasishta; Holub, Meredith; Kunichoff, Dennis; Troxel, Andrea B; Montgomery, Robert A; Sterman, Daniel H
To determine the impact of tocilizumab, a monoclonal antibody against the interleukin 6 receptor, on survival in patients with coronavirus disease 2019.
PMCID:7671881
PMID: 33225307
ISSN: 2639-8028
CID: 4680252

Conditionally Independent Dyads (CID) network models: A latent variable approach to statistical social network analysis

Dabbs, Beau; Adhikari, Samrachana; Sweet, Tracy
Latent variable network models that accommodate edge correlations implicitly, by assuming an underlying latent factor, are increasing in popularity. Although, these models are examples of what is a growing body of research, much of the research is focused on proposing new models or extending others. There has been very little work on unifying the models in a single framework. In this paper, we present a complete framework that organizes existing latent variable network models within an integrative generalized additive model. Our framework is called Conditionally Independent Dyad (CID) models, and includes existing network models that assume dyad (or edge) independence conditional on latent variables and other components in the model. We further discuss practical aspects of model fitting such as posterior parameter estimation via MCMC, identifiability of parameters, approaches to handle missing data and model selection via cross-validation, for the proposed additive CID models. Finally, by presenting several data examples, we illustrate the utility of the proposed framework and provide advice on selecting components for building new CID models.
SCOPUS:85087725183
ISSN: 0378-8733
CID: 4543952

Prevalence and Outcomes of D-Dimer Elevation in Hospitalized Patients With COVID-19

Berger, Jeffrey S; Kunichoff, Dennis; Adhikari, Samrachana; Ahuja, Tania; Amoroso, Nancy; Aphinyanaphongs, Yindalon; Cao, Meng; Goldenberg, Ronald; Hindenburg, Alexander; Horowitz, James; Parnia, Sam; Petrilli, Christopher; Reynolds, Harmony; Simon, Emma; Slater, James; Yaghi, Shadi; Yuriditsky, Eugene; Hochman, Judith; Horwitz, Leora I
OBJECTIVE:<0.001). Rates of adverse events increased with the magnitude of D-dimer elevation; individuals with presenting D-dimer >2000 ng/mL had the highest risk of critical illness (66%), thrombotic event (37.8%), acute kidney injury (58.3%), and death (47%). CONCLUSIONS:Abnormal D-dimer was frequently observed at admission with COVID-19 and was associated with higher incidence of critical illness, thrombotic events, acute kidney injury, and death. The optimal management of patients with elevated D-dimer in COVID-19 requires further study.
PMID: 32840379
ISSN: 1524-4636
CID: 4574192

More on Covid-19 in Immune-Mediated Inflammatory Diseases. Reply [Comment]

Haberman, Rebecca H; Adhikari, Samrachana; Scher, Jose U
PMID: 32649071
ISSN: 1533-4406
CID: 4580992

Covid-19 in Immune-Mediated Inflammatory Diseases - Case Series from New York [Letter]

Haberman, Rebecca; Axelrad, Jordan; Chen, Alan; Castillo, Rochelle; Yan, Di; Izmirly, Peter; Neimann, Andrea; Adhikari, Samrachana; Hudesman, David; Scher, Jose U
PMCID:7204427
PMID: 32348641
ISSN: 1533-4406
CID: 4438562

Assessment of Community-Level Disparities in Coronavirus Disease 2019 (COVID-19) Infections and Deaths in Large US Metropolitan Areas

Adhikari, Samrachana; Pantaleo, Nicholas P; Feldman, Justin M; Ogedegbe, Olugbenga; Thorpe, Lorna; Troxel, Andrea B
PMCID:7388025
PMID: 32721027
ISSN: 2574-3805
CID: 4574042