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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

Partially Linear Single Index Hazards Regression with Time-Dependent Covariates [Meeting Abstract]

Lee, Myeonggyun; Troxel, Andrea B; Liu, M; Kwon, Sophia; Nolan, Anna
ORIGINAL:0016986
ISSN: 0379-1718
CID: 5524432

Assessing the Temporal Relationship of Metabolic Syndrome, a Modifiable Risk Factor of World Trade Center Particulate Exposure Associated Lung Injury: A Longitudinal Case-Cohort Study [Meeting Abstract]

Kwon, S.; Lee, M.; Liu, M.; Prezant, D. J.; Nolan, A.
ISI:000556622804274
ISSN: 1073-449x
CID: 5519032

Nutritional Quality Predicts Airway Hyperreactivity/Lung Injury in the World Trade Center-Health Program Fire Department of New York Cohort [Meeting Abstract]

Lam, R.; Kwon, S.; Sunseri, M.; Crowley, G.; Schwartz, T.; Zeig-Owens, R.; Halpren, A.; Colbeth, H.; Liu, M.; Prezant, D. J.; Nolan, A.
ISI:000556622804275
ISSN: 1073-449x
CID: 5519042

Association of Endogenous Secretory RAGE and World Trade Center Particulate Matter-Induced AHR and Lung Injury [Meeting Abstract]

Ostrofsky, D.; Kwon, S.; Lam, R.; Liu, M.; Prezant, D. J.; Nolan, A.
ISI:000556622804277
ISSN: 1073-449x
CID: 5519052

PEDF a Pleiotropic WTC-LI Biomarker: Machine Learning Biomarker Identification and Validation [Meeting Abstract]

Crowley, G.; Kim, J.; Kwon, S.; Lam, R.; Prezant, D. J.; Liu, M.; Nolan, A.
ISI:000556622804273
ISSN: 1073-449x
CID: 5519022

Food Intake REstriction for Health OUtcome Support and Education (FIREHOUSE) Protocol: A Randomized Clinical Trial

Kwon, Sophia; Riggs, Jessica; Crowley, George; Lam, Rachel; Young, Isabel R; Nayar, Christine; Sunseri, Maria; Mikhail, Mena; Ostrofsky, Dean; Veerappan, Arul; Zeig-Owens, Rachel; Schwartz, Theresa; Colbeth, Hilary; Liu, Mengling; Pompeii, Mary Lou; St-Jules, David; Prezant, David J; Sevick, Mary Ann; Nolan, Anna
Fire Department of New York (FDNY) rescue and recovery workers exposed to World Trade Center (WTC) particulates suffered loss of forced expiratory volume in 1 s (FEV1). Metabolic Syndrome increased the risk of developing WTC-lung injury (WTC-LI). We aim to attenuate the deleterious effects of WTC exposure through a dietary intervention targeting these clinically relevant disease modifiers. We hypothesize that a calorie-restricted Mediterranean dietary intervention will improve metabolic risk, subclinical indicators of cardiopulmonary disease, quality of life, and lung function in firefighters with WTC-LI. To assess our hypothesis, we developed the Food Intake REstriction for Health OUtcome Support and Education (FIREHOUSE), a randomized controlled clinical trial (RCT). Male firefighters with WTC-LI and a BMI > 27 kg/m2 will be included. We will randomize subjects (1:1) to either: (1) Low Calorie Mediterranean (LoCalMed)-an integrative multifactorial, technology-supported approach focused on behavioral modification, nutritional education that will include a self-monitored diet with feedback, physical activity recommendations, and social cognitive theory-based group counseling sessions; or (2) Usual Care. Outcomes include reduction in body mass index (BMI) (primary), improvement in FEV1, fractional exhaled nitric oxide, pulse wave velocity, lipid profiles, targeted metabolic/clinical biomarkers, and quality of life measures (secondary). By implementing a technology-supported LoCalMed diet our FIREHOUSE RCT may help further the treatment of WTC associated pulmonary disease.
PMID: 32916985
ISSN: 1660-4601
CID: 4590272

Association of low FVC spirometric pattern with WTC occupational exposures

de la Hoz, Rafael E; Shapiro, Moshe; Nolan, Anna; Celedón, Juan C; Szeinuk, Jaime; Lucchini, Roberto G
BACKGROUND:A reduced forced vital capacity without obstruction (low FVC) is the predominant spirometric abnormality reported in workers and volunteers exposed to dust, gases, and fumes at the World Trade Center (WTC) disaster site in 2001-2002. While low FVC has been associated with obesity and metabolic syndrome, its association with WTC occupational exposures has not been demonstrated. We estimated the prevalence of this abnormality and examined its association with WTC exposure level. METHODS:/FVC ratio) at any time in 10,284 workers with at least two spirometries between 2002 and 2018. Logistic regression and linear mixed models were used for the multivariable analyses. RESULTS: = 1.29, 95% CI 1.17, 1.43). Longitudinal FVC rate of decline did not differ by WTC site arrival time. CONCLUSIONS:Among WTC workers, the prevalence of low FVC increased over a 16-year period. Early arrival to the WTC disaster site was significantly associated with low FVC in males.
PMID: 32843177
ISSN: 1532-3064
CID: 4575522

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

Understanding Medical Decision Making For Hospitalized Unrepresented Patients: A Systematic Review [Meeting Abstract]

Walsh, BC; Forster, M; Caplan, A; Nolan, Anna
ORIGINAL:0014641
ISSN: 1535-4970
CID: 4431862