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Prehospital hypoxemia, measured by pulse oximetry, predicts hospital outcomes during the New York City COVID-19 pandemic
Lancet, Elizabeth A; Gonzalez, Dario; Alexandrou, Nikolaos A; Zabar, Benjamin; Lai, Pamela H; Hall, Charles B; Braun, James; Zeig-Owens, Rachel; Isaacs, Douglas; Ben-Eli, David; Reisman, Nathan; Kaufman, Bradley; Asaeda, Glenn; Weiden, Michael D; Nolan, Anna; Teo, Hugo; Wei, Eric; Natsui, Shaw; Philippou, Christopher; Prezant, David J
Objective/UNASSIGNED:To determine if oxygen saturation (out-of-hospital SpO2), measured by New York City (NYC) 9-1-1 Emergency Medical Services (EMS), was an independent predictor of coronavirus disease 2019 (COVID-19) in-hospital mortality and length of stay, after controlling for the competing risk of death. If so, out-of-hospital SpO2 could be useful for initial triage. Methods/UNASSIGNED:A population-based longitudinal study of adult patients transported by EMS to emergency departments (ED) between March 5 and April 30, 2020 (the NYC COVID-19 peak period). Inclusion required EMS prehospital SpO2 measurement while breathing room air, transport to emergency department, and a positive severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) reverse transcription polymerase chain reaction test. Multivariable logistic regression modeled mortality as a function of prehospital SpO2, controlling for covariates (age, sex, race/ethnicity, and comorbidities). A competing risk model also was performed to estimate the absolute risks of out-of-hospital SpO2 on the cumulative incidence of being discharged from the hospital alive. Results/UNASSIGNED:In 1673 patients, out-of-hospital SpO2 and age were independent predictors of in-hospital mortality and length of stay, after controlling for the competing risk of death. Among patients ≥66 years old, the probability of death was 26% with an out-of-hospital SpO2 >90% versus 54% with an out-of-hospital SpO2 ≤90%. Among patients <66 years old, the probability of death was 11.5% with an out-of-hospital SpO2 >90% versus 31% with an out-of-hospital SpO2 ≤ 90%. An out-of-hospital SpO2 level ≤90% was associated with over 50% decreased likelihood of being discharged alive, regardless of age. Conclusions/UNASSIGNED:Out-of-hospital SpO2 and age predicted in-hospital mortality and length of stay: An out-of-hospital SpO2 ≤90% strongly supports a triage decision for immediate hospital admission. For out-of-hospital SpO2 >90%, the decision to admit depends on multiple factors, including age, resource availability (outpatient vs inpatient), and the potential impact of new treatments.
PMCID:7967703
PMID: 33748809
ISSN: 2688-1152
CID: 4822262
Dietary phenotype and advanced glycation end-products predict WTC-obstructive airways disease: a longitudinal observational study
Lam, Rachel; Kwon, Sophia; Riggs, Jessica; Sunseri, Maria; Crowley, George; Schwartz, Theresa; Zeig-Owens, Rachel; Colbeth, Hilary; Halpren, Allison; Liu, Mengling; Prezant, David J; Nolan, Anna
BACKGROUND:Diet is a modifier of metabolic syndrome which in turn is associated with World Trade Center obstructive airways disease (WTC-OAD). We have designed this study to (1) assess the dietary phenotype (food types, physical activity, and dietary habits) of the Fire Department of New York (FDNY) WTC-Health Program (WTC-HP) cohort and (2) quantify the association of dietary quality and its advanced glycation end product (AGE) content with the development of WTC-OAD. METHODS: < LLN) and/or airway hyperreactivity (AHR; positive methacholine and/or positive bronchodilator response). Rapid Eating and Activity Assessment for Participants-Short Version (REAP-S) deployed on 3/1/2018 in the WTC-HP annual monitoring assessment. Clinical and REAP-S data of consented subjects was extracted (7/17/2019). Diet quality [low-(15-19), moderate-(20-29), and high-(30-39)] and AGE content per REAP-S questionnaire were assessed for association with WTC-OAD. Regression models adjusted for smoking, hyperglycemia, hypertension, age on 9/11, WTC-exposure, BMI, and job description. RESULTS:N = 9508 completed the annual questionnaire, while N = 4015 completed REAP-S and had spirometry. WTC-OAD developed in N = 921, while N = 3094 never developed WTC-OAD. Low- and moderate-dietary quality, eating more (processed meats, fried foods, sugary drinks), fewer (vegetables, whole-grains),and having a diet abundant in AGEs were significantly associated with WTC-OAD. Smoking was not a significant risk factor of WTC-OAD. CONCLUSIONS:REAP-S was successfully implemented in the FDNY WTC-HP monitoring questionnaire and produced valuable dietary phenotyping. Our observational study has identified low dietary quality and AGE abundant dietary habits as risk factors for pulmonary disease in the context of WTC-exposure. Dietary phenotyping, not only focuses our metabolomic/biomarker profiling but also further informs future dietary interventions that may positively impact particulate matter associated lung disease.
PMCID:7812653
PMID: 33461547
ISSN: 1465-993x
CID: 4762802
Pre-COVID-19 lung function and other risk factors for severe COVID-19 in first responders
Weiden, Michael D; Zeig-Owens, Rachel; Singh, Ankura; Schwartz, Theresa; Liu, Yang; Vaeth, Brandon; Nolan, Anna; Cleven, Krystal L; Hurwitz, Karen; Beecher, Shenecia; Prezant, David J
Risk factors for #COVID19 infection and severe disease (hospitalisation or death) in NYC first responders: greater pre-pandemic rate of FEV1 decline is associated with severe COVID-19, as is emergency medical service work versus firefighting https://bit.ly/3nZPuZY.
PMCID:7607970
PMID: 33527077
ISSN: 2312-0541
CID: 4776112
Metabolomics of WTC-Associated Aerodigestive Disease Includes Metabolites of Heme Oxygenase-1:a Pilot Study [Meeting Abstract]
Crowley, G.; Kwon, S.; Li, Y.; Young, I. R.; Liu, M.; McRitchie, S.; Sumner, S.; Prezant, D. J.; Nolan, A.
ISI:000685468902596
ISSN: 1073-449x
CID: 5519092
ICU Admission and Mortality Prediction in Severe COVID-19: A Machine Learning Approach [Meeting Abstract]
Crowley, G.; Kwon, S.; Mengling, L.; Nolan, A.
ISI:000685468902092
ISSN: 1073-449x
CID: 5519072
Partial-Linear Single-Index Cox Regression with Multiple Time-Dependent Covariates
Chapter by: Lee, Myeonggyun; Troxel, Andrea B; Kwon, Sophia; Nolan, Anna
in: JSM 2021 Online Program by
[S.l.] : JSM, 2021
pp. -
ISBN: n/a
CID: 5524422
Food Intake REstriction for Health OUtcome Support and Education (FIREHOUSE): A Randomized Clinical Trial [Meeting Abstract]
Young, I. R.; Lam, R.; Kwon, S.; Crowley, G.; Riggs, J.; Ostrofsky, D.; Nayar, C.; Zeig-Owens, R.; Schwartz, T. M.; Colbeth, H. L.; Mikhail, M.; Veerappan, A.; Pompeii, M.; St-Jules, D. E.; Liu, M.; Prezant, D. J.; Sevick, M. A.; Nolan, A.
ISI:000685468902597
ISSN: 1073-449x
CID: 5519102
Metabolomics at the Intersection of Murine WTC-PM Exposure and High Fat Diet: A Machine Learning Assessment [Meeting Abstract]
Crowley, G.; Caraher, E.; Veerappan, A.; Lam, R.; Haider, S.; Kwon, S.; Liu, M.; Nolan, A.
ISI:000685468904319
ISSN: 1073-449x
CID: 5519112
Biomarkers of COVID-19, a Longitudinal and Retrospective Assessment of a NYC 1st Wave Cohort [Meeting Abstract]
Kwon, S.; Crowley, G.; Liu, M.; Nolan, A.
ISI:000685468902154
ISSN: 1073-449x
CID: 5519082
Exogenous RAGE Inhibitor Attenuates Particulate Matter Induced Airway Hyperreactivity [Meeting Abstract]
Veerappan, A.; Sunseri, M.; Crowley, G.; Kwon, S.; Young, I. R.; Nolan, A.
ISI:000685468900095
ISSN: 1073-449x
CID: 5519062