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Association between World Trade Center disaster exposures and body mass index in community members enrolled at World Trade Center Environmental Health Center

Wang, Yuyan; Alptekin, Ramazan; Goldring, Roberta M; Oppenheimer, Beno W; Shao, Yongzhao; Reibman, Joan; Liu, Mengling
Studies suggest that environmental disasters have a big impact on population health conditions including metabolic risk factors, such as obesity and hypertension. The World Trade Center (WTC) destruction from the 9/11 terrorist attack resulted in environmental exposures to community members (Survivors) with potential for metabolic effects. We now examine the impact of WTC exposure on Body Mass Index (BMI) using the data from 7136 adult participants enrolled in the WTC Environmental Health Center (EHC) from August 1, 2005, to December 31, 2022. We characterized WTC-related exposures by multiple approaches including acute dust-cloud exposure, occupational or residential exposures, and latent exposure patterns identified by synthesizing multiplex exposure questions using latent class analysis. Employing multivariable linear and quantile regressions for continuous BMI and ordered logistic regression for BMI categories, we found significant associations of BMI with WTC exposure categories or latent exposure patterns. For example, using exposure categories, compared to the group of local residents, local workers exhibited an average BMI increase of 1.71 kg/m2 with 95% confidence intervals (CI) of (1.33, 2.09), the rescue/recovery group had an increase of 3.13 kg/m2 (95% CI: 2.18, 4.08), the clean-up worker group had an increase of 0.75 kg/m2 (95% CI: 0.09, 1.40), and the other mixer group had an increase of 1.01 kg/m2 (95% CI: 0.43, 1.58). Furthermore, quantile regression analysis demonstrated that WTC exposures adversely affected the entire distribution of BMI in the WTC EHC Survivors, not merely the average. Our analysis also extended to blood pressure and hypertension, demonstrating statistically significant associations with WTC exposures. These outcomes highlight the intricate connection between WTC exposures and metabolic risk factors including BMI and blood pressure in the WTC Survivor population.
PMCID:11634636
PMID: 39615564
ISSN: 1873-6424
CID: 5762172

Characteristics of survivors enrolled in the World Trade Center Health Program

Liu, Ruiling; Santiago-Colón, Albeliz; Butturini, Emma; Kubale, Travis L; Reibman, Joan
The World Trade Center (WTC) Health Program is a limited federal health care program that provides medical monitoring and treatment for WTC-related health conditions to responders and survivors impacted by the terrorist attacks on September 11, 2001.This study described the characteristics of the Program survivor members (who lived, worked, went to school, daycare or adult daycare or present in the New York City Disaster Area of 9/11/2001) to stimulate innovative ideas for improving healthcare services, generate new research interest, and serve as a reference for future research on this population. Administrative and medical claims data collected from the Program start date (07/01/2011) through 2022 were used. As of 12/31/2022, there were 37,384 enrolled survivors: 5.0% were aged ≤21 years on 9/11/2001, 45.9% females, and 31.2% non-Hispanic Whites. A total of 24,148 (64.6%) were certified for at least one WTC-related condition, including neoplasms (36.0%), aerodigestive disorders (35.6%) and mental health conditions (18.6%); 22.9% were certified for more than one category. Certification rates of some WTC-related conditions differed by sex, age and race/ethnicity. WTC survivor population is diverse in sex, age and race/ethnicity, with a high proportion certified for certain WTC-related health conditions, providing great opportunities for research in various areas.
PMID: 39482829
ISSN: 2154-4700
CID: 5747362

DNA Methylation as a Molecular Mechanism of Carcinogenesis in World Trade Center Dust Exposure: Insights from a Structured Literature Review

Tuminello, Stephanie; Durmus, Nedim; Snuderl, Matija; Chen, Yu; Shao, Yongzhao; Reibman, Joan; Arslan, Alan A; Taioli, Emanuela
The collapse of the World Trade Center (WTC) buildings in New York City generated a large plume of dust and smoke. WTC dust contained human carcinogens including metals, asbestos, polycyclic aromatic hydrocarbons (PAHs), persistent organic pollutants (POPs, including polychlorinated biphenyls (PCBs) and dioxins), and benzene. Excess levels of many of these carcinogens have been detected in biological samples of WTC-exposed persons, for whom cancer risk is elevated. As confirmed in this structured literature review (n studies = 80), all carcinogens present in the settled WTC dust (metals, asbestos, benzene, PAHs, POPs) have previously been shown to be associated with DNA methylation dysregulation of key cancer-related genes and pathways. DNA methylation is, therefore, a likely molecular mechanism through which WTC exposures may influence the process of carcinogenesis.
PMCID:11506790
PMID: 39456235
ISSN: 2218-273x
CID: 5740382

Impact of Clinical Characteristics and Biomarkers on Asthma Impairment and Risk Questionnaire Exacerbation Prediction Ability

Murphy, Kevin R; Beuther, David A; Chipps, Bradley E; Wise, Robert A; McCann, William A; Reibman, Joan; George, Maureen; Gilbert, Ileen; Eudicone, James M; Gandhi, Hitesh N; Ross, Melissa; Coyne, Karin S; Zeiger, Robert S
BACKGROUND:Complex models combining impairment-based control assessments with clinical characteristics and biomarkers have been developed to predict asthma exacerbations. The composite Asthma Impairment and Risk Questionnaire (AIRQ) with adjustments for demographics (age, sex, race, and body mass index) predicts 12-month exacerbation occurrence similarly to these more complex models. OBJECTIVE:To examine whether AIRQ exacerbation prediction is enhanced when models are adjusted for a wider range of clinical characteristics and biomarkers. METHODS:Patients aged 12 years and older completed monthly online surveys regarding exacerbation-related oral corticosteroid use, emergency department or urgent care visits, and hospitalizations. Univariate logistic regressions to predict exacerbations were performed with sociodemographics, comorbidities, exacerbation history, lung function, blood eosinophils, IgE, and FeNO. Significant (P ≤ .05) variables were included in multivariable logistic regressions with and without AIRQ control categories to predict 12-month exacerbations (log odds ratio [95% Wald confidence interval]). Model performances were compared. RESULTS:Over 12 months, 1,070 patients (70% female; mean [SD] age, 43.9 [19.4] years; 22% non-White; body mass index [SD], 30.6 [8.7]) completed one or more survey (mean [SD], 10.5 [2.8] surveys). In the multivariable analysis, AIRQ control category adjusted for significant clinical characteristics and biomarkers was predictive of one or more exacerbations: odds ratio (95% CI) not well-controlled versus well-controlled: 1.93 (1.41-2.62), very poorly controlled versus well-controlled: 3.81 (2.65-5.47). Receiver operating characteristic area under the curve (AUC) for this more complex model of exacerbation prediction (AUC = 0.72) did not differ from AIRQ (AUC = 0.70). Models with AIRQ performed better than those without AIRQ (AUC = 0.67; P < .05). CONCLUSION/CONCLUSIONS:Costly and time-consuming complex modeling with clinical characteristics and biomarkers does not enhance the strong exacerbation prediction ability of AIRQ.
PMID: 38705273
ISSN: 2213-2201
CID: 5694852

Assessing Meaningful Change in the Asthma Impairment and Risk Questionnaire

McCann, William; Murphy, Kevin R; Zeiger, Robert S; Beuther, David A; Wise, Robert A; Reibman, Joan; George, Maureen; Gilbert, Ileen; Eudicone, James M; Gandhi, Hitesh N; Cutts, Katelyn; Coyne, Karin S; Chipps, Bradley
BACKGROUND:The Asthma Impairment and Risk Questionnaire (AIRQ) is a 10-item, yes/no, equally weighted control tool. Lower scores indicate better control. Seven impairment items reflect prior 2-week symptoms, and three risk items assess prior 12-month exacerbations. The Follow-up AIRQ for use between annual assessments has a 3-month recall period for exacerbation items. OBJECTIVE:To evaluate the responsiveness of the AIRQ over time and identify a minimal important difference (MID). METHODS:AIRQ longitudinal study data were analyzed from patients with asthma aged ≥12 years. Anchor-based methods assessed differences in AIRQ scores relative to Patient Global Impression of Change (PGIC), the accepted MIDs for St. George's Respiratory Questionnaire (SGRQ) and Asthma Control Test (ACT), and exacerbation occurrence over 12 months. Baseline and 12-month data reflected 12-month recall AIRQ scores; Follow-up AIRQ scores were utilized for 3-, 6-, and 9-month analyses. RESULTS:1070 patients were included. PGIC "much improved" was associated with AIRQ mean score changes from baseline to months 3, 6, 9, and 12 of -2.0, -1.9, -1.9, and -1.8, respectively. Mean AIRQ score change among patients who met the SGRQ MID (≥4-point decrease) was -1.8 at 6 and 12 months. AIRQ mean scores decreased from baseline by -2.2 to -2.5 points at months 3, 6, 9, and 12 for patients who met the ACT MID (≥3 point increase). A 2-point higher baseline AIRQ score was associated with a 1.7 odds ratio of 12-month exacerbation occurrence (95% CI 1.53-1.89). CONCLUSION/CONCLUSIONS:A change score of 2 is recommended as the AIRQ MID.
PMID: 38369256
ISSN: 1534-4436
CID: 5633952

Advancing assessment of asthma control with a composite tool: the Asthma Impairment and Risk Questionnaire

Chipps, Bradley E; Zeiger, Robert S; Beuther, David A; Wise, Robert A; McCann, William; Reibman, Joan; George, Maureen; Gilbert, Ileen; Eudicone, James M; Coyne, Karin S; Harding, Gale; Murphy, Kevin R
BACKGROUND:National and international asthma guidelines and reports do not include control tools that combine impairment assessment with exacerbation history in one instrument. OBJECTIVE:To analyze performance of the composite Asthma Impairment and Risk Questionnaire (AIRQ®) in assessing both domains of control and predicting exacerbation risk compared to Global Initiative for Asthma's 4-question symptom control tool (GINA SCT), Asthma Control Test (ACTTM), and physician expert opinion (EO) informed by GINA SCT responses and appraisal of GINA-identified risk factors for poor asthma outcomes. METHODS:Multivariable logistic regressions evaluated AIRQ and GINA SCT as predictors of ACT. McNemar's test compared the proportion of patients categorized at baseline as completely or well-controlled by each assessment but with current impairment or prior- and subsequent-year exacerbations. RESULTS:The analysis included 1064 patients aged ≥12 years; mean(SD) age 43.8(19.3) years; 70% female; 79% White; 6% Hispanic or Latino. AIRQ and GINA SCT were highly predictive of ACT well-controlled versus not well- and very poorly controlled (ROC AUC AIRQ=0.90, GINA SCT=0.86, P=0.03 AIRQ vs GINA SCT) and ACT very poorly controlled versus well- and not well-controlled asthma (ROC AUC AIRQ=0.91, GINA SCT=0.87, P=0.01 AIRQ vs GINA SCT). AIRQ rated fewer patients as completely or well-controlled who had current impairment (P<0.01) or with prior- and subsequent-year exacerbations (P<0.001) compared with GINA SCT, ACT, and EO. CONCLUSION/CONCLUSIONS:Relative to other control tools and EO informed by GINA SCT and risk factors for poor asthma outcomes, AIRQ performs better in assessing both domains of current control and predicting exacerbation risk.
PMID: 38494113
ISSN: 1534-4436
CID: 5639952

Genome-wide DNA methylation profiles and breast cancer among World Trade Center survivors

Tuminello, Stephanie; Ashebir, Yibeltal Arega; Schroff, Chanel; Ramaswami, Sitharam; Durmus, Nedim; Chen, Yu; Snuderl, Matija; Shao, Yongzhao; Reibman, Joan; Arslan, Alan A
BACKGROUND/UNASSIGNED:Increased incidence of cancer has been reported among World Trade Center (WTC)-exposed persons. Aberrant DNA methylation is a hallmark of cancer development. To date, only a few small studies have investigated the relationship between WTC exposure and DNA methylation. The main objective of this study was to assess the DNA methylation profiles of WTC-exposed community members who remained cancer free and those who developed breast cancer. METHODS/UNASSIGNED:WTC-exposed women were selected from the WTC Environmental Health Center clinic, with peripheral blood collected during routine clinical monitoring visits. The reference group was selected from the NYU Women's Health Study, a prospective cohort study with blood samples collected before 9 November 2001. The Infinium MethylationEPIC array was used for global DNA methylation profiling, with adjustments for cell type composition and other confounders. Annotated probes were used for biological pathway and network analysis. RESULTS/UNASSIGNED:, and dysregulation of these genes contributes to cancer immune evasion. CONCLUSION/UNASSIGNED:WTC exposure likely impacts DNA methylation and may predispose exposed individuals toward cancer development, possibly through an immune-mediated mechanism.
PMCID:11152787
PMID: 38841706
ISSN: 2474-7882
CID: 5665542

Mesothelioma Cases in the World Trade Center Survivors

Yilmaz, Muhammed E; Rashidfarokhi, Mahsan; Pollard, Kenna; Durmus, Nedim; Keserci, Sefa; Sterman, Daniel H; Arslan, Alan A; Shao, Yongzhao; Reibman, Joan
OBJECTIVES/UNASSIGNED:The destruction of the World Trade Center (WTC) towers in New York City on September 11, 2001 (9/11), released approximately 1 million tons of pulverized particulate matter throughout southern Manhattan and areas in Brooklyn, exposing community members and responders to high levels of potentially toxic environmental particles. Asbestos exposure was a health concern because of its use in certain sections of the WTC towers. Malignant mesothelioma, originating from the lining cells (mesothelium) of the peritoneal and pleural cavities, is one complication associated with asbestos exposure. METHODS/UNASSIGNED:The WTC Environmental Health Center (WTC EHC) is a treatment and surveillance program for community members (Survivors) exposed to WTC dust and fumes. RESULTS/UNASSIGNED:In this report, we describe four cases of mesothelioma in the WTC EHC as of July 1st, 2023. Two of our patients have been diagnosed with peritoneal mesothelioma and two patients have been diagnosed with pleural mesothelioma. CONCLUSION/UNASSIGNED:Given the known delay in the development of mesotheliomas after asbestos exposure, we provide information on these early mesothelioma cases to enhance the understanding of the adverse health effects of WTC exposures on the local community.
PMCID:11578103
PMID: 39568634
ISSN: 2574-7754
CID: 5758682

Impact of Utilizing a Composite versus a Symptom-Only Validation Standard in the Development of the Asthma Impairment and Risk Questionnaire

Chipps, Bradley E; Zeiger, Robert S; Beuther, David A; Wise, Robert A; McCann, William; Reibman, Joan; George, Maureen; Gilbert, Ileen; Eudicone, James M; Coyne, Karin S; Harding, Gale; Murphy, Kevin R
PMCID:11317051
PMID: 39131600
ISSN: 1178-6965
CID: 5726602

World Trade Center Exposure, DNA Methylation Changes, and Cancer: A Review of Current Evidence

Tuminello, Stephanie; Nguyen, Emelie; Durmus, Nedim; Alptekin, Ramazan; Yilmaz, Muhammed; Crisanti, Maria Cecilia; Snuderl, Matija; Chen, Yu; Shao, Yongzhao; Reibman, Joan; Taioli, Emanuela; Arslan, Alan A
PMCID:10742700
PMID: 38131903
ISSN: 2075-4655
CID: 5612212