Literature DB >> 26574577

The effect of World Trade Center exposure on the latency of chronic rhinosinusitis diagnoses in New York City firefighters: 2001-2011.

Jessica Weakley1, Charles B Hall2, Xiaoxue Liu1, Rachel Zeig-Owens1, Mayris P Webber3, Theresa Schwartz1, David Prezant3.   

Abstract

OBJECTIVE: To assess how the effect of World Trade Center (WTC) exposure on physician-diagnosed chronic rhinosinusitis (CRS) in firefighters changed during the decade following the attack on 9/11 (11 September 2001 to 10 September 2011).
METHODS: We examined temporal effects on the relation between WTC exposure and the incidence of physician diagnosed CRS in firefighters changed during the decade following the attack on 9/11 (11 September 2001 to 10 September 2011). Exposure was grouped by time of arrival at the WTC site as follows: (high) morning 11 September 2001 (n=1623); (moderate) afternoon 11 September 2001 or 12 September 2001 (n=7025); or (low) 13-24 September 2001 (n=1200). Piecewise exponential survival models were used to estimate incidences by exposure group, with change points in the relative incidences estimated by maximum likelihood.
RESULTS: Incidences dramatically increased after 2007 due to a programmatic change that provided free medical treatment, but increases were similar in all exposure groups. For this reason, we observed no change point during the study period, meaning the relative incidence by exposure group (high vs moderate vs low) of CRS disease did not significantly change over the study period. The relative rate of developing CRS was 1.99 (95% CI=1.64 to 2.41) for high versus low exposure, and 1.52 (95% CI=1.28 to 1.80) for moderate versus low exposure during the 10-year follow-up period.
CONCLUSIONS: The risk of CRS in FDNY firefighters appears increased with WTC-exposure, and has not diminished by time since exposure. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/

Entities:  

Keywords:  Chronic rhinosinusitis; Disease latency; World Trade Center disaster

Mesh:

Year:  2015        PMID: 26574577      PMCID: PMC4819651          DOI: 10.1136/oemed-2015-103094

Source DB:  PubMed          Journal:  Occup Environ Med        ISSN: 1351-0711            Impact factor:   4.402


It is unknown for how long new incident chronic rhinosinusitis is associated with exposure to the World Trade Center (WTC) disaster. Latency of chronic rhinosinusitis to any occupational exposure has not previously been researched. There is an association of new onset chronic rhinosinusitis for at least a decade after exposure to the WTC disaster site. There is need for continued monitoring and treatment of worker with high levels of exposure to the WTC site.

Introduction

The 9/11 terrorist attacks on the World Trade Center (WTC) created a man-made disaster of devastating magnitude resulting in great volumes of dust and debris being released into the environment. It has been estimated that approximately 70% of the towers’ structural components were pulverised during the collapse, producing small and large inhalable particulates.1 Adverse short-term and medium-term respiratory effects of work at the WTC disaster site have been widely documented in Fire Department of the City of New York (FDNY) first responders and others.2 3 We first reported WTC cough syndrome, demonstrated that work-related exposures to the disaster site increased the odds of aerodigestive symptoms up to 9 years post-11 September 2001, and showed that the prevalence of physician-diagnosed lower respiratory conditions, both self-reported and FDNY-physician diagnosed, remained elevated 7–9 years after working at the site.4 5 However, while the association between WTC exposure and lower respiratory conditions has been well documented, fewer studies have focused on upper airway disturbance such as chronic rhinosinusitis,6 7 a condition that can interfere with the demanding level of physical activity required to perform firefighting duties and may also inhibit the use of respirators and other breathing equipment. CRS is a relatively common disorder that affects about 12.1% of the adult population.8 Risk factors include allergies, exposure to airborne irritants, immune system disorders and viral infections. About one in five people with CRS report asthma, the most common comorbidity with CRS.9 A defining symptom of CRS is nasal congestion, which can affect one's ability to breathe. This could interfere with satisfactory performance of any occupation requiring strenuous physical activity or respiratory mask use. CRS has also been associated with lost work productivity and occupational absenteeism.10 11 In two previous studies we showed that new onset obstructive airways disease (OAD) was associated with WTC exposure for more than 5 years,12 and for the first post-9/11 decade.13 We used innovative statistical methods—parametric survival models with change points—to examine the relationship between WTC exposure and new onset OAD in each study. For the current study, we extend the use of this methodology to address a similar question in CRS incidence. The study goal is to estimate the duration of the response gradient between different levels of WTC exposure and the incidence of new onset CRS among WTC-exposed FDNY firefighters.

Methods

The study population consisted of male firefighters who were active (ie, not retired) on 11 September 2001 and arrived at the disaster site within the first 2 weeks after 11 September 2001 and consented to research (N=10 449). We excluded individuals with pre-9/11 CRS (N=458) because we were only interested in new onset disease. We also required members to have had at least one visit to an FDNY physician at any time during the study period (11 September 2001–10 September 2011) to exclude individuals who had no opportunity to report a medical condition (N=143) for a final study population of 9848. The study was approved by the institutional review board at Montefiore Medical Center, Bronx, New York, USA. Demographic information including age and race was obtained from the FDNY employee database. The FDNY health programme, run by the FDNY Bureau of Health Services, has used an electronic medical record since 1996. FDNY physician diagnoses with dates and sinus CT scan results were obtained from this electronic medical record. Since October 2001, FDNY Bureau of Health Services also has collected data from self-administered health questionnaires completed during routine monitoring examinations conducted every 12–18 months. We used questionnaire information to categorise WTC exposure and smoking status. The exposure measure was based on initial arrival time at the WTC site as follows: High (arrived morning of 11 September 2001); Moderate (arrived during the afternoon of 11 September 2001 or any time on 12 September 2001); Low (arrived any day between 13 September 2001 and 24 September 2001).2 4 5 An individual was assigned a rhinosinusitis diagnosis for this study if he had at least one post-9/11 diagnosis of either CRS or irritant chronic rhinitis in his FDNY medical record during the follow-up period. We defined the period of risk as from 11 September 2001 to the first of either a CRS diagnosis, retirement or the end of study on 10 September 2011. In accordance with the 2003 guidelines from the American Academy of Otolaryngology-Head and Neck Surgery multidisciplinary Rhinosinusitis Task Force, we required confirmation of CRS diagnosis with an abnormal result from a diagnostic test, either nasal laryngoscopy or sinus CT scan, during the study period.14 We used piecewise exponential survival models with change points to estimate relative rates of CRS across the three exposure groups during follow-up (11 September 2001 to 10 September 2011). Piecewise exponential survival models are similar to Cox regression models, but with baseline hazards that can change at a fixed number of time intervals rather than with every new event. Cox regression models cannot be used because they assume exposure–response relationships are time-invariant and the purpose of this research is to study how exposure–response relationships change with time. Piecewise exponential survival models are equivalent to Poisson regression models with separate intercepts for each time interval. Accordingly, we used software for Poisson regression models (SAS V.9.4, PROC GENMOD; SAS Institute, Cary, North Carolina, USA, http://www.sas.com) for the analyses. We allowed the baseline hazard to change every 3 months over the follow-up period; longer intervals would not have captured seasonal changes in incidence, while shorter intervals might have resulted in unstable estimates because of sparse data. In this fully parametric approach, HRs have true relative rate interpretations. The change points are the times that the relative rates change (increase or decrease) during the follow-up period; these change points are estimated from the data using maximum likelihood. A change point after which relative incidences did not differ significantly from one would show that the exposure–response relationship between WTC exposure and CRS was limited to the period prior to the change point. All models included the following covariates: age on 11 September 2001, retirement status, if applicable, as a time-dependent predictor, and self-reported smoking status (ever vs. never) as of the last completed questionnaire.

Results

There were 1867 confirmed cases of CRS by the end of the study period, yielding cumulative incidences in the high, medium, and low exposure groups of 23.5%, 19% and 12.4%, respectively, despite similar mean ages on 11 September 2001, smoking status and race/ethnicity (table 1). New diagnoses of CRS dramatically increased in all exposure groups starting 5 years post-9/11 and peaked between 7 and 10 years post-9/11 (figure 1). Nonetheless, likelihood ratio tests indicated that there was no evidence for any change point in relative rates between different levels of exposures (figure 2) during the first 10 years of follow-up (likelihood ratio test p=0.162).
Table 1

Demographics of Fire Department of the City of New York cohort by exposure group

Exposure groupHighModerateLowTotal
Arrival time9 September am9 September pm to 12 September9 September to 24 September
N1623 (16.5%)7025 (71.3%)1200 (12.2%)9848
Mean age as of 11 September 2001 (SD)40.2 (7.3)39.9 (7.4)41.2 (7.9)40.1 (7.4)
(Range)(21.3, 62.1)(21.4, 64.3)(22.5, 63.8)(21.3, 64.3)
# Caucasian (% of non-missing)1487 (91.7%)6643 (94.6)1113 (92.8%)9243 (93.9%)
# Current smokers as of 11 September 2014 (% of non-missing)93 (5.7%)372 (5.3%)82 (6.8%)547 (5.6%)
# Former smokers as of 11 September 2014 (% of non-missing)505 (31.1%)2229 (31.7%)397 (33.1%)3131 (31.8%)
# Retired after 11 September 2001 (%)873 (53.8%)3344 (47.6%)635 (52.9%)4852 (49.3%)
Mean follow-up (years) (SD)8.2 (2.6)8.5 (2.4)8.5 (2.4)8.4 (2.4)
Mean # of physical examinations per firefighter (SD)32.5 (22.3)32.5 (22.5)30.7 (23.4)32.3 (22.6)
(Range)(1, 138)(0, 154)(1, 148)(0, 154)
Total diagnosed rhinosinusitis382 (23.5%)1336 (19%)149 (12.4%)1867 (19%)
Figure 1

Incident rates of chronic rhinosinusitis (CRS) in Fire Department of the City of New York (FDNY) cohort by exposure group throughout study period (11 September 2001 to 10 September 2011). High exposure: arrived morning of 11 September 2001. Moderate exposure: arrived afternoon of 11 September 2001 or anytime 12 September 2001. Low exposure: arrived any day between 13 September 2001 and 24 September 2001.

Figure 2

Relative rate of chronic rhinosinusitis (CRS) in Fire Department of the City of New York (FDNY) cohort throughout study period (11 September 2001 to 10 September 2011).

Demographics of Fire Department of the City of New York cohort by exposure group Incident rates of chronic rhinosinusitis (CRS) in Fire Department of the City of New York (FDNY) cohort by exposure group throughout study period (11 September 2001 to 10 September 2011). High exposure: arrived morning of 11 September 2001. Moderate exposure: arrived afternoon of 11 September 2001 or anytime 12 September 2001. Low exposure: arrived any day between 13 September 2001 and 24 September 2001. Relative rate of chronic rhinosinusitis (CRS) in Fire Department of the City of New York (FDNY) cohort throughout study period (11 September 2001 to 10 September 2011). The relative rate of developing CRS for the most highly exposed compared with the least exposed was 1.98 (95% CI 1.64 to 2.39) during the 10-year follow-up period. The increased relative rates of CRS in high versus moderate (1.31) and moderate versus low (1.52) exposure groups were also statistically significant throughout the decade post-9/11, p values all <0.0001.

Discussion

This is the first study to look at latency in diagnoses of CRS resulting from WTC exposure. We found that the effect of exposure to the WTC disaster on incident CRS diagnoses persisted for 10 years after initial exposure. Those with the highest exposure were twice as likely to develop CRS as the least exposed. We reported similar results in our previous study of OAD latency where new OAD diagnoses were associated with WTC exposure for at least 7 years. While we believe that many new CRS diagnoses were associated with WTC exposure for 10 years post-9/11, our results need to be interpreted with caution. In 2007, programmatic changes allowed prescribed medications to be provided free for WTC-related conditions. This programme change was followed by substantial increases in the number of FDNY physician examinations and diagnoses of CRS in all three exposure groups. So while there was a change in the overall number of diagnoses at around 2007, the zero change point model shows that there was no change in the relative incidence of diagnoses in the moderate and high exposure groups when compared with the lowest exposure group. When interpreting the time interval between WTC exposure and reported disease onset as indicated by diagnosis date, we are unable to distinguish between the natural history of the disease and the effects of increased surveillance due to the FDNY programmatic change, but we note that the exposure gradient remained through the end of follow-up. The main limitation of this study is our inability to access the medical records of non-FDNY physicians. The change point analysis is based on the time of first FDNY-reported CRS diagnoses and we are unable to speculate on how the change point would have differed if FDNY members first were diagnosed by non-FDNY physicians. We also believe there is a possibility that CRS was generally overlooked by both patients and physicians in the first few years after 9/11 due to more severe morbidity associated with OAD in the patient population.2 15 Again, the time of the incident CRS diagnosis could be a reflection of the urgency to diagnose and treat other diseases soon after 9/11. Despite these limitations, this study has several strengths. We relied on medical records and not self-reported disease, the latter being more subject to bias and therefore less accurate. While many large epidemiological studies use self-reports to estimate the disease burden in populations, we had access to all participants’ FDNY medical records, which we mined for CRS diagnoses. We also used uniform and stringent diagnostic criteria, including a confirmatory abnormal sinus CT result or nasal laryngoscopy at any time during the follow-up period. There were low rates of loss to follow-up in this population, and finally, we used an exposure measure that has been validated in other studies.2 4 5 Detection and treatment of rhinosinusitis is important given its impact on quality of life16 and its potential to lead to worsening asthma,17 of particular clinical significance given the high incidence of asthma in this and other cohorts of WTC-exposed responders post-9/11.4 5 Unique to this population of first responders with physically demanding jobs, rhinosinusitis makes it difficult for firefighters to wear respirators, a requirement for the safe performance of their duties. In conclusion, this research supports the association of new onset CRS long after exposure to the WTC disaster site. It also confirms the need for continued monitoring and treatment of this highly exposed cohort.
  15 in total

Review 1.  Adult chronic rhinosinusitis: definitions, diagnosis, epidemiology, and pathophysiology.

Authors:  Michael S Benninger; Berrylin J Ferguson; James A Hadley; Daniel L Hamilos; Michael Jacobs; David W Kennedy; Donald C Lanza; Bradley F Marple; J David Osguthorpe; James A Stankiewicz; Jack Anon; James Denneny; Ivor Emanuel; Howard Levine
Journal:  Otolaryngol Head Neck Surg       Date:  2003-09       Impact factor: 3.497

2.  Impact of chronic rhinosinusitis on work productivity through one-year follow-up after balloon dilation of the ethmoid infundibulum.

Authors:  James Stankiewicz; Thomas Tami; Theodore Truitt; James Atkins; Bradford Winegar; Paul Cink; B Todd Schaeffer; Joseph Raviv; Diana Henderson; James Duncavage; David Hagaman
Journal:  Int Forum Allergy Rhinol       Date:  2011-02-08       Impact factor: 3.858

3.  Upper respiratory symptoms and other health effects among residents living near the World Trade Center site after September 11, 2001.

Authors:  Shao Lin; Joan Reibman; James A Bowers; Syni-An Hwang; Anne Hoerning; Marta I Gomez; Edward F Fitzgerald
Journal:  Am J Epidemiol       Date:  2005-08-17       Impact factor: 4.897

4.  Sinusitis and asthma.

Authors:  G S Rachelefsky; S L Spector
Journal:  J Asthma       Date:  1990       Impact factor: 2.515

5.  The work impact of asthma and rhinitis: findings from a population-based survey.

Authors:  P D Blanc; L Trupin; M Eisner; G Earnest; P P Katz; L Israel; E H Yelin
Journal:  J Clin Epidemiol       Date:  2001-06       Impact factor: 6.437

6.  Physician-diagnosed respiratory conditions and mental health symptoms 7-9 years following the World Trade Center disaster.

Authors:  Mayris P Webber; Michelle S Glaser; Jessica Weakley; Jackie Soo; Fen Ye; Rachel Zeig-Owens; Michael D Weiden; Anna Nolan; Thomas K Aldrich; Kerry Kelly; David Prezant
Journal:  Am J Ind Med       Date:  2011-09       Impact factor: 2.214

7.  The Duration of an Exposure Response Gradient between Incident Obstructive Airways Disease and Work at the World Trade Center Site: 2001-2011.

Authors:  Charles B Hall; Xiaoxue Liu; Rachel Zeig-Owens; Mayris P Webber; Thomas K Aldrich; Jessica Weakley; Theresa Schwartz; Hillel W Cohen; Michelle S Glaser; Brianne L Olivieri; Michael D Weiden; Anna Nolan; Kerry J Kelly; David J Prezant
Journal:  PLoS Curr       Date:  2015-05-20

Review 8.  World Trade Center Cough Syndrome and its treatment.

Authors:  David J Prezant
Journal:  Lung       Date:  2007-11-20       Impact factor: 2.584

9.  Characterization of the dust/smoke aerosol that settled east of the World Trade Center (WTC) in lower Manhattan after the collapse of the WTC 11 September 2001.

Authors:  Paul J Lioy; Clifford P Weisel; James R Millette; Steven Eisenreich; Daniel Vallero; John Offenberg; Brian Buckley; Barbara Turpin; Mianhua Zhong; Mitchell D Cohen; Colette Prophete; Ill Yang; Robert Stiles; Glen Chee; Willie Johnson; Robert Porcja; Shahnaz Alimokhtari; Robert C Hale; Charles Weschler; Lung Chi Chen
Journal:  Environ Health Perspect       Date:  2002-07       Impact factor: 9.031

10.  An overview of 9/11 experiences and respiratory and mental health conditions among World Trade Center Health Registry enrollees.

Authors:  Mark Farfel; Laura DiGrande; Robert Brackbill; Angela Prann; James Cone; Stephen Friedman; Deborah J Walker; Grant Pezeshki; Pauline Thomas; Sandro Galea; David Williamson; Thomas R Frieden; Lorna Thorpe
Journal:  J Urban Health       Date:  2008-09-11       Impact factor: 3.671

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  7 in total

Review 1.  Biomarkers of patient intrinsic risk for upper and lower airway injury after exposure to the World Trade Center atrocity.

Authors:  Rachel Zeig-Owens; Anna Nolan; Barbara Putman; Ankura Singh; David J Prezant; Michael D Weiden
Journal:  Am J Ind Med       Date:  2016-09       Impact factor: 2.214

2.  The Effect of World Trade Center Exposure on the Timing of Diagnoses of Obstructive Airway Disease, Chronic Rhinosinusitis, and Gastroesophageal Reflux Disease.

Authors:  Xiaoxue Liu; Jennifer Yip; Rachel Zeig-Owens; Jessica Weakley; Mayris P Webber; Theresa M Schwartz; David J Prezant; Michael D Weiden; Charles B Hall
Journal:  Front Public Health       Date:  2017-02-08

Review 3.  Review of Non-Respiratory, Non-Cancer Physical Health Conditions from Exposure to the World Trade Center Disaster.

Authors:  Lisa M Gargano; Kimberly Mantilla; Monique Fairclough; Shengchao Yu; Robert M Brackbill
Journal:  Int J Environ Res Public Health       Date:  2018-02-03       Impact factor: 3.390

4.  Post-9/11 Peripheral Neuropathy Symptoms among World Trade Center-Exposed Firefighters and Emergency Medical Service Workers.

Authors:  Hilary L Colbeth; Rachel Zeig-Owens; Mayris P Webber; David G Goldfarb; Theresa M Schwartz; Charles B Hall; David J Prezant
Journal:  Int J Environ Res Public Health       Date:  2019-05-16       Impact factor: 3.390

5.  The Association between Health Conditions in World Trade Center Responders and Sleep-Related Quality of Life and Sleep Complaints.

Authors:  Indu Ayappa; Yingfeng Chen; Nisha Bagchi; Haley Sanders; Kathleen Black; Akosua Twumasi; David M Rapoport; Shou-En Lu; Jag Sunderram
Journal:  Int J Environ Res Public Health       Date:  2019-04-06       Impact factor: 3.390

6.  Cancer survival among World Trade Center rescue and recovery workers: A collaborative cohort study.

Authors:  David G Goldfarb; Rachel Zeig-Owens; Dana Kristjansson; Jiehui Li; Robert M Brackbill; Mark R Farfel; James E Cone; Amy R Kahn; Baozhen Qiao; Maria J Schymura; Mayris P Webber; Christopher R Dasaro; Roberto G Lucchini; Andrew C Todd; David J Prezant; Charles B Hall; Paolo Boffetta
Journal:  Am J Ind Med       Date:  2021-07-19       Impact factor: 3.079

7.  Impact of healthcare services on thyroid cancer incidence among World Trade Center-exposed rescue and recovery workers.

Authors:  David G Goldfarb; Hilary L Colbeth; Molly Skerker; Mayris P Webber; David J Prezant; Christopher R Dasaro; Andrew C Todd; Dana Kristjansson; Jiehui Li; Robert M Brackbill; Mark R Farfel; James E Cone; Janette Yung; Amy R Kahn; Baozhen Qiao; Maria J Schymura; Paolo Boffetta; Charles B Hall; Rachel Zeig-Owens
Journal:  Am J Ind Med       Date:  2021-07-18       Impact factor: 3.079

  7 in total

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