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The development of a clinical research educational training for community health workers using the joint task force for clinical trial competency framework
Yakubov, Amin; Pimenova, Dina; Ahmed, Alzahraa; Corvacho, Romelia; Madigan, Joanna; Naik, Jay; Lyu, Chen; McFarlane, Anita; Foster, Victoria; Haseltine, Megan; Trifonov, Alexandr; Cabrera, Ivette; Rios, Clarissa; Gross, Rachel; Jay, Melanie; Lord, Aaron; Gold-von Simson, Gabrielle; Roy, Brita; Freeman, Amy; Islam, Nadia; Holahan, James
PMCID:10733486
PMID: 38130403
ISSN: 1663-9812
CID: 5612162
Life stressors significantly impact long-term outcomes and post-acute symptoms 12-months after COVID-19 hospitalization
Frontera, Jennifer A; Sabadia, Sakinah; Yang, Dixon; de Havenon, Adam; Yaghi, Shadi; Lewis, Ariane; Lord, Aaron S; Melmed, Kara; Thawani, Sujata; Balcer, Laura J; Wisniewski, Thomas; Galetta, Steven L
BACKGROUND:Limited data exists evaluating predictors of long-term outcomes after hospitalization for COVID-19. METHODS:We conducted a prospective, longitudinal cohort study of patients hospitalized for COVID-19. The following outcomes were collected at 6 and 12-months post-diagnosis: disability using the modified Rankin Scale (mRS), activities of daily living assessed with the Barthel Index, cognition assessed with the telephone Montreal Cognitive Assessment (t-MoCA), Neuro-QoL batteries for anxiety, depression, fatigue and sleep, and post-acute symptoms of COVID-19. Predictors of these outcomes, including demographics, pre-COVID-19 comorbidities, index COVID-19 hospitalization metrics, and life stressors, were evaluated using multivariable logistic regression. RESULTS:Of 790 COVID-19 patients who survived hospitalization, 451(57%) completed 6-month (N = 383) and/or 12-month (N = 242) follow-up, and 77/451 (17%) died between discharge and 12-month follow-up. Significant life stressors were reported in 121/239 (51%) at 12-months. In multivariable analyses, life stressors including financial insecurity, food insecurity, death of a close contact and new disability were the strongest independent predictors of worse mRS, Barthel Index, depression, fatigue, and sleep scores, and prolonged symptoms, with adjusted odds ratios ranging from 2.5 to 20.8. Other predictors of poor outcome included older age (associated with worse mRS, Barthel, t-MoCA, depression scores), baseline disability (associated with worse mRS, fatigue, Barthel scores), female sex (associated with worse Barthel, anxiety scores) and index COVID-19 severity (associated with worse Barthel index, prolonged symptoms). CONCLUSIONS:Life stressors contribute substantially to worse functional, cognitive and neuropsychiatric outcomes 12-months after COVID-19 hospitalization. Other predictors of poor outcome include older age, female sex, baseline disability and severity of index COVID-19.
PMCID:9637014
PMID: 36379135
ISSN: 1878-5883
CID: 5383312
Markers of infection and inflammation are associated with post-thrombectomy mortality in acute stroke
Irvine, Hannah; Krieger, Penina; Melmed, Kara R; Torres, Jose; Croll, Leah; Zhao, Amanda; Lord, Aaron; Ishida, Koto; Frontera, Jennifer; Lewis, Ariane
OBJECTIVE:We explored the relationship between markers of infection and inflammation and mortality in patients with acute ischemic stroke who underwent thrombectomy. METHODS:We performed retrospective chart review of stroke patients who underwent thrombectomy at two tertiary academic centers between December 2018 and November 2020. Associations between discharge mortality, WBC count, neutrophil percentage, fever, culture data, and antibiotic treatment were analyzed using the Wilcoxon rank sum test, Student's t-test, and Fisher's exact test. Independent predictors of mortality were identified with multivariable analysis. Analyses were repeated excluding COVID-positive patients. RESULTS:Of 248 patients who underwent thrombectomy, 41 (17 %) died prior to discharge. Mortality was associated with admission WBC count (11 [8-14] vs. 9 [7-12], p = 0.0093), admission neutrophil percentage (78 % ± 11 vs. 71 % ± 14, p = 0.0003), peak WBC count (17 [13-22] vs. 12 [9-15], p < 0.0001), fever (71 % vs. 27 %, p < 0.0001), positive culture (44 % vs. 15 %, p < 0.0001), and days treated with antibiotics (3 [1-7] vs. 1 [0-4], p < 0.0001). After controlling for age, admission NIHSS and post-thrombectomy ASPECTS score, mortality was associated with admission WBC count (OR 13, CI 1.32-142, p = 0.027), neutrophil percentage (OR 1.03, CI 1.0-1.07, p = 0.045), peak WBC count (OR 301, CI 24-5008, p < 0.0001), fever (OR 24.2, CI 1.77-332, p < 0.0001), and positive cultures (OR 4.24, CI 1.87-9.62, p = 0.0006). After excluding COVID-positive patients (n = 14), peak WBC count, fever and positive culture remained independent predictors of mortality. CONCLUSION/CONCLUSIONS:Markers of infection and inflammation are associated with discharge mortality after thrombectomy. Further study is warranted to investigate the causal relationship of these markers with clinical outcome.
PMID: 36272394
ISSN: 1872-6968
CID: 5359072
Pre-admission antithrombotic use is associated with 3-month mRS score after thrombectomy for acute ischemic stroke
Krieger, Penina; Melmed, Kara R; Torres, Jose; Zhao, Amanda; Croll, Leah; Irvine, Hannah; Lord, Aaron; Ishida, Koto; Frontera, Jennifer; Lewis, Ariane
In patients who undergo thrombectomy for acute ischemic stroke, the relationship between pre-admission antithrombotic (anticoagulation or antiplatelet) use and both radiographic and functional outcome is not well understood. We sought to explore the relationship between pre-admission antithrombotic use in patients who underwent thrombectomy for acute ischemic stroke at two medical centers in New York City between December 2018 and November 2020. Analyses were performed using analysis of variance and Pearson's chi-squared tests. Of 234 patients in the analysis cohort, 65 (28%) were on anticoagulation, 64 (27%) were on antiplatelet, and 105 (45%) with no antithrombotic use pre-admission. 3-month Modified Rankin Scale (mRS) score of 3-6 was associated with pre-admission antithrombotic use (71% anticoagulation vs. 77% antiplatelet vs. 56% no antithrombotic, p = 0.04). There was no relationship between pre-admission antithrombotic use and Thrombolysis in Cerebral Iinfarction (TICI) score, post-procedure Alberta Stroke Program Early CT Score (ASPECTS) score, rate of hemorrhagic conversion, length of hospital admission, discharge NIH Stroke Scale (NIHSS), discharge mRS score, or mortality. When initial NIHSS score, post-procedure ASPECTS score, and age at admission were included in multivariate analysis, pre-admission antithrombotic use was still significantly associated with a 3-month mRS score of 3-6 (OR 2.36, 95% CI 1.03-5.54, p = 0.04). In this cohort of patients with acute ischemic stroke who underwent thrombectomy, pre-admission antithrombotic use was associated with 3-month mRS score, but no other measures of radiographic or functional outcome. Further research is needed on the relationship between use of specific anticoagulation or antiplatelet agents and outcome after acute ischemic stroke, but moreover, improve stroke prevention.
PMCID:9302951
PMID: 35864280
ISSN: 1573-742x
CID: 5279342
Trajectories of Neurologic Recovery 12 Months After Hospitalization for COVID-19: A Prospective Longitudinal Study
Frontera, Jennifer A; Yang, Dixon; Medicherla, Chaitanya; Baskharoun, Samuel; Bauman, Kristie; Bell, Lena; Bhagat, Dhristie; Bondi, Steven; Chervinsky, Alexander; Dygert, Levi; Fuchs, Benjamin; Gratch, Daniel; Hasanaj, Lisena; Horng, Jennifer; Huang, Joshua; Jauregui, Ruben; Ji, Yuan; Kahn, D Ethan; Koch, Ethan; Lin, Jessica; Liu, Susan; Olivera, Anlys; Rosenthal, Jonathan; Snyder, Thomas; Stainman, Rebecca; Talmasov, Daniel; Thomas, Betsy; Valdes, Eduard; Zhou, Ting; Zhu, Yingrong; Lewis, Ariane; Lord, Aaron S; Melmed, Kara; Meropol, Sharon B; Thawani, Sujata; Troxel, Andrea B; Yaghi, Shadi; Balcer, Laura J; Wisniewski, Thomas; Galetta, Steven
BACKGROUND/OBJECTIVES/OBJECTIVE:Little is known about trajectories of recovery 12-months after hospitalization for severe COVID. METHODS:We conducted a prospective, longitudinal cohort study of patients with and without neurological complications during index hospitalization for COVID-19 from March 10, 2020-May 20, 2020. Phone follow-up batteries were performed at 6- and 12-months post-COVID symptom onset. The primary 12-month outcome was the modified Rankin Scale (mRS) comparing patients with or without neurological complications using multivariable ordinal analysis. Secondary outcomes included: activities of daily living (Barthel Index), telephone Montreal Cognitive Assessment (t-MoCA) and Neuro-QoL batteries for anxiety, depression, fatigue and sleep. Changes in outcome scores from 6 to 12-months were compared using non-parametric paired-samples sign test. RESULTS:Twelve-month follow-up was completed in N=242 patients (median age 65, 64% male, 34% intubated during hospitalization) and N=174 completed both 6- and 12-month follow-up. At 12-months 197/227 (87%) had ≥1 abnormal metric: mRS>0 (75%), Barthel<100 (64%), t-MoCA≤18 (50%), high anxiety (7%), depression (4%), fatigue (9%) and poor sleep (10%). 12-month mRS scores did not differ significantly among those with (N=113) or without (N=129) neurological complications during hospitalization after adjusting for age, sex, race, pre-COVID mRS and intubation status (adjusted OR 1.4, 95% CI0.8-2.5), though those with neurological complications had higher fatigue scores (T-score 47 vs 44, P=0.037). Significant improvements in outcome trajectories from 6- to 12-months were observed in t-MoCA scores (56% improved, median difference 1 point, P=0.002), and Neuro-QoL anxiety scores (45% improved, P=0.003). Non-significant improvements occurred in fatigue, sleep and depression scores in 48%, 48% and 38% of patients, respectively. Barthel and mRS scores remained unchanged between 6 and 12-months in >50% of patients. DISCUSSION/CONCLUSIONS:At 12-months post-hospitalization for severe COVID, 87% of patients had ongoing abnormalities in functional, cognitive or Neuro-QoL metrics and abnormal cognition persisted in 50% of patients without a prior history of dementia/cognitive abnormality. Only fatigue severity differed significantly between patients with or without neurological complications during index hospitalization. However, significant improvements in cognitive (t-MoCA) and anxiety (Neuro-QoL) scores occurred in 56% and 45% of patients, respectively, between 6- to 12-months. These results may not be generalizable to those with mild/moderate COVID.
PMID: 35314503
ISSN: 1526-632x
CID: 5192402
Social Determinants of Health Attenuate the Relationship Between Race and Ethnicity and White Matter Hyperintensity Severity but not Microbleed Presence in Patients with Intracerebral Hemorrhage
Bauman, Kristie M; Yaghi, Shadi; Lewis, Ariane; Agarwal, Shashank; Changa, Abhinav; Dogra, Siddhant; Litao, Miguel; Sanger, Matthew; Lord, Aaron; Ishida, Koto; Zhang, Cen; Czeisler, Barry; Torres, Jose; Dehkharghani, Seena; Frontera, Jennifer A; Melmed, Kara R
BACKGROUND:The association between race and ethnicity and microvascular disease in patients with intracerebral hemorrhage (ICH) is unclear. We hypothesized that social determinants of health (SDOHs) mediate the relationship between race and ethnicity and severity of white matter hyperintensities (WMHs) and microbleeds in patients with ICH. METHODS:We performed a retrospective observational cohort study of patients with ICH at two tertiary care hospitals between 2013 and 2020 who underwent magnetic resonance imaging of the brain. Magnetic resonance imaging scans were evaluated for the presence of microbleeds and WMH severity (defined by the Fazekas scale; moderate to severe WMH defined as Fazekas scores 3-6). We assessed for associations between sex, race and ethnicity, employment status, median household income, education level, insurance status, and imaging biomarkers of microvascular disease. A mediation analysis was used to investigate the influence of SDOHs on the associations between race and imaging features. We assessed the relationship of all variables with discharge outcomes. RESULTS:We identified 233 patients (mean age 62 [SD 16]; 48% female) with ICH. Of these, 19% were Black non-Hispanic, 32% had a high school education or less, 21% required an interpreter, 11% were unemployed, and 6% were uninsured. Moderate to severe WMH, identified in 114 (50%) patients, was associated with age, Black non-Hispanic race and ethnicity, highest level of education, insurance status, and history of hypertension, hyperlipidemia, or diabetes (p < 0.05). In the mediation analysis, the proportion of the association between Black non-Hispanic race and ethnicity and the Fazekas score that was mediated by highest level of education was 65%. Microbleeds, present in 130 (57%) patients, was associated with age, highest level of education, and history of diabetes or hypertension (p < 0.05). Age, highest level of education, insurance status, and employment status were associated with discharge modified Rankin Scale scores of 3-6, but race and ethnicity was not. CONCLUSIONS:The association between Black non-Hispanic race and ethnicity and moderate to severe WMH lost significance after we adjusted for highest level of education, suggesting that SDOHs may mediate the association between race and ethnicity and microvascular disease.
PMID: 34918215
ISSN: 1556-0961
CID: 5084672
Psychological Outcome after Hemorrhagic Stroke is Related to Functional Status
Ecker, Sarah; Lord, Aaron; Gurin, Lindsey; Olivera, Anlys; Ishida, Koto; Melmed, Kara; Torres, Jose; Zhang, Cen; Frontera, Jennifer; Lewis, Ariane
BACKGROUND:To identify opportunities to improve morbidity after hemorrhagic stroke, it is imperative to understand factors that are related to psychological outcome. DESIGN/METHODS/METHODS:We prospectively identified patients with non-traumatic hemorrhagic stroke (intracerebral or subarachnoid hemorrhage) between January 2015 and February 2021 who were alive 3-months after discharge and telephonically assessed 1) psychological outcome using the Quality of Life in Neurological Disorders anxiety, depression, emotional and behavioral dyscontrol, fatigue and sleep disturbance inventories and 2) functional outcome using the modified Rankin Scale (mRS) and Barthel Index. We also identified discharge destination for all patients. We then evaluated the relationship between abnormal psychological outcomes (T-score >50) and discharge destination other than home, poor 3-month mRS score defined as 3-5 and poor 3-month Barthel Index defined as <100. RESULTS:73 patients were included; 41 (56%) had an abnormal psychological outcome on at least one inventory. There were 41 (56%) patients discharged to a destination other than home, 44 (63%) with poor mRS score and 28 (39%) with poor Barthel Index. Anxiety, depression, emotional and behavioral dyscontrol and sleep disturbance were all associated with a destination other than home, poor mRS score, and poor Barthel Index (all p<0.05). Fatigue was related to poor mRS score and poor Barthel Index (p=0.005 and p=0.006, respectively). CONCLUSION/CONCLUSIONS:Multiple psychological outcomes 3-months after hemorrhagic stroke are related to functional status. Interventions to improve psychological outcome and reduce morbidity in patients with poor functional status should be explored by the interdisciplinary team.
PMID: 35594604
ISSN: 1532-8511
CID: 5247722
Tachycardia is associated with mortality and functional outcome after thrombectomy for acute ischemic stroke
Krieger, Penina; Zhao, Amanda; Croll, Leah; Irvine, Hannah; Torres, Jose; Melmed, Kara R; Lord, Aaron; Ishida, Koto; Frontera, Jennifer; Lewis, Ariane
BACKGROUND:The relationship between cardiac function and mortality after thrombectomy for acute ischemic stroke is not well elucidated. METHODS:We analyzed the relationship between cardiac function and mortality prior to discharge in a cohort of patients who underwent thrombectomy for acute ischemic stroke at two large medical centers in New York City between December 2018 and November 2020. All analyses were performed using Welch's two sample t-test and logistic regression accounting for age, initial NIHSS and post-procedure ASPECTS score, where OR is for each unit increase in the respective variables. RESULTS:Of 248 patients, 41 (16.5%) died prior to discharge. Mortality was significantly associated with higher initial heart rate (HR; 89 ± 19 bpm vs 80 ± 18 bpm, p = 0.004) and higher maximum HR over entire admission (137 ± 26 bpm vs 114 ± 25 bpm, p < 0.001). Mortality was also associated with presence of NSTEMI/STEMI (63% vs 29%, p < 0.001). When age, initial NIHSS score, and post-procedure ASPECTS score were included in multivariate analysis, there was still a significant relationship between mortality and initial HR (OR 1.03, 95% CI 1.01- 1.05, p = 0.02), highest HR over the entire admission (OR 1.03, 95% CI 1.02-1.05, p < 0.001), and presence of NSTEMI/STEMI (OR 3.76, 95% CI 1.66-8.87, p = 0.002). CONCLUSIONS:Tachycardia is associated with mortality in patients who undergo thrombectomy. Further investigation is needed to determine whether this risk is modifiable.
PMID: 35367848
ISSN: 1532-8511
CID: 5192412
Use of an opioid-sparing headache protocol for treating low-grade subarachnoid hemorrhage patients [Meeting Abstract]
Kahn, D E; Lord, A; Zhou, T; Scher, E; Frontera, J; Bhatt, P; Agarwal, S
INTRODUCTION: Subarachnoid Hemorrhage (SAH) associated headaches are severe and challenging to manage. The use of sedating, high-dose opioids can cloud neurological assessments, leading to unnecessary testing and potentially increase the risk of dependence. We hypothesized that a tiered opioid sparing pain management protocol favoring NSAIDs and gabapentin for low grade SAH patients would decrease opioid use without adversely affecting headache severity scores.
METHOD(S): We performed a retrospective cohort study pre- and post-implementation of the opioid sparing protocol. Inclusion criteria included admission to NYU Langone-Brooklyn Hospital with Hunt Hess Grade 1 or 2 aneurysmal SAH on Day 3 of hospital admission as most patients received periprocedural sedation and analgesia during the first 2 days. The pre-implementation group (pre) was admitted from 8/2016 to 8/2017 and the post-implementation group (post) was admitted from 4/2019 to 4/2020. The two-year washout period was included because newly hired intensivists integrated elements of opioid-sparing protocols as part of their practice prior to the go-live date. We collected demographics, baseline admission characteristics, hospital complications, and past history of headaches and opioid use. From day 3-7, we tracked total use of morphine milligram equivalents (MME) of all opioids, acetaminophen, NSAIDS, barbiturates, and gabapentin. We recorded the highest (HP) and lowest (LP) visual analogue pain assessment scores in daily quartiles. Data analysis was completed with SPSS.
RESULT(S): 55 patients (n=24 pre and n=31 post) were eligible and enrolled in the study. 85 patients were excluded. Aneurysm location, surgical method, symptomatic vasospasm, and EVD placement were similar between groups. Hydrocephalus was more common in pre; EVD complications were more common in post. There were no documented stress ulcers nor re-hemorrhage attributed to medications. The protocol resulted in a 19% decrease in total average MME compared to baseline use ((21.7 vs 26.9, p=0.77), a 12% decrease in average HP (2.60 vs. 2.96, p=0.41), and a 30% decrease in average LP (0.63 vs. 0.90, p=0.16), although not statistically significant. 14 pre received barbiturates; 0 post.
CONCLUSION(S): Pain control with reduced opioid usage can be achieved with a tiered opioid sparing pain protocol
EMBASE:637190481
ISSN: 1530-0293
CID: 5158302
Hemorrhagic Conversion Of Ischemic Stroke Is Associated With Hematoma Expansion [Meeting Abstract]
Palaychuk, Natalie; Changa, Abhinav; Dogra, Siddhant; Wei, Jason; Lewis, Ariane; Lord, Aaron; Ishida, Koto; Zhang, Cen; Czeisler, Barry M.; Torres, Jose L.; Frontera, Jennifer; Dehkharghani, Seena; Melmed, Kara R.
ISI:000788100600385
ISSN: 0039-2499
CID: 5243802