Allergen Sensitization and Asthma Outcomes among World Trade Center Rescue and Recovery Workers
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Study Variables
2.3. Allergic Sensitization and Exposure Assessments
2.4. Outcomes
2.5. Statistical Analysis
3. Results
3.1. Participant Characteristics
3.2. Unadjusted Associations between Sensitization and Asthma Morbidity
3.3. Adjusted Associations between Indoor Sensitization and Asthma Control
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Jordan, H.T.; Stellman, S.D.; Reibman, J.; Farfel, M.R.; Brackbill, R.M.; Friedman, S.M.; Li, J.; Cone, J.E. Factors associated with poor control of 9/11-related asthma 10–11 years after the 2001 World Trade Center terrorist attacks. J. Asthma Off. J. Assoc. Care Asthma 2015, 52, 630–637. [Google Scholar] [CrossRef] [PubMed]
- Wisnivesky, J.P.; Teitelbaum, S.L.; Todd, A.C.; Boffetta, P.; Crane, M.; Crowley, L.; de la Hoz, R.E.; Dellenbaugh, C.; Harrison, D.; Herbert, R.; et al. Persistence of multiple illnesses in World Trade Center rescue and recovery workers: A cohort study. Lancet 2011, 378, 888–897. [Google Scholar] [CrossRef]
- Li, J.; Brackbill, R.M.; Stellman, S.D.; Farfel, M.R.; Miller-Archie, S.A.; Friedman, S.; Walker, D.J.; Thorpe, L.E.; Cone, J. Gastroesophageal reflux symptoms and comorbid asthma and posttraumatic stress disorder following the 9/11 terrorist attacks on World Trade Center in New York City. Am. J. Gastroenterol. 2011, 106, 1933–1941. [Google Scholar] [CrossRef] [PubMed]
- Mindlis, I.; Morales-Raveendran, E.; Goodman, E.; Xu, K.; Vila-Castelar, C.; Keller, K.; Crawford, G.; James, S.; Katz, C.L.; Crowley, L.E.; et al. Post-traumatic stress disorder dimensions and asthma morbidity in World Trade Center rescue and recovery workers. J. Asthma Off. J. Assoc. Care Asthma 2017, 54, 723–731. [Google Scholar] [CrossRef] [PubMed]
- Rosenstreich, D.L.; Eggleston, P.; Kattan, M.; Baker, D.; Slavin, R.G.; Gergen, P.; Mitchell, H.; McNiff-Mortimer, K.; Lynn, H.; Ownby, D.; et al. The role of cockroach allergy and exposure to cockroach allergen in causing morbidity among inner-city children with asthma. N. Engl. J. Med. 1997, 336, 1356–1363. [Google Scholar] [CrossRef] [PubMed]
- Sporik, R.; Holgate, S.T.; Platts-Mills, T.A.; Cogswell, J.J. Exposure to house-dust mite allergen (Der p I) and the development of asthma in childhood. A prospective study. N. Engl. J. Med. 1990, 323, 502–507. [Google Scholar] [CrossRef] [PubMed]
- Crain, E.F.; Walter, M.; O’Connor, G.T.; Mitchell, H.; Gruchalla, R.S.; Kattan, M.; Malindzak, G.S.; Enright, P.; Evans, R., 3rd; Morgan, W.; et al. Home and allergic characteristics of children with asthma in seven U.S. urban communities and design of an environmental intervention: The Inner-City Asthma Study. Environ. Health Perspect. 2002, 110, 939–945. [Google Scholar] [CrossRef] [PubMed]
- Carter, M.C.; Perzanowski, M.S.; Raymond, A.; Platts-Mills, T.A. Home intervention in the treatment of asthma among inner-city children. J. Allergy Clin. Immunol. 2001, 108, 732–737. [Google Scholar] [CrossRef] [PubMed]
- Wisnivesky, J.P.; Sampson, H.; Berns, S.; Kattan, M.; Halm, E.A. Lack of association between indoor allergen sensitization and asthma morbidity in inner-city adults. J. Allergy Clin. Immunol. 2007, 120, 113–120. [Google Scholar] [CrossRef] [PubMed]
- Rogers, L.; Cassino, C.; Berger, K.I.; Goldring, R.M.; Norman, R.G.; Klugh, T.; Reibman, J. Asthma in the elderly: Cockroach sensitization and severity of airway obstruction in elderly nonsmokers. Chest 2002, 122, 1580–1586. [Google Scholar] [CrossRef] [PubMed]
- Kanchongkittiphon, W.; Mendell, M.J.; Gaffin, J.M.; Wang, G.; Phipatanakul, W. Indoor environmental exposures and exacerbation of asthma: An update to the 2000 review by the Institute of Medicine. Environ. Health Perspect. 2015, 123, 6–20. [Google Scholar] [CrossRef] [PubMed]
- Platts-Mills, T.A.; Vervloet, D.; Thomas, W.R.; Aalberse, R.C.; Chapman, M.D. Indoor allergens and asthma: Report of the Third International Workshop. J. Allergy Clin. Immunol. 1997, 100, S2–S24. [Google Scholar] [CrossRef]
- Brackbill, R.M.; Hadler, J.L.; DiGrande, L.; Ekenga, C.C.; Farfel, M.R.; Friedman, S.; Perlman, S.E.; Stellman, S.D.; Walker, D.J.; Wu, D.; et al. Asthma and posttraumatic stress symptoms 5 to 6 years following exposure to the World Trade Center terrorist attack. Jama 2009, 302, 502–516. [Google Scholar] [CrossRef] [PubMed]
- First, M.B.; Williams, J.B.; Spitzer, R.L.; Gibbon, M. Structured Clinical Interview for DSM-IV-TR Axis I Disorders, Clinical Trials Version (SCID-CT); Biometrics Research, New York State Psychiatric Institute: New York, NY, USA, 2007. [Google Scholar]
- Pastorello, E.A.; Incorvaia, C.; Ortolani, C.; Bonini, S.; Canonica, G.W.; Romagnani, S.; Tursi, A.; Zanussi, C. Studies on the relationship between the level of specific IgE antibodies and the clinical expression of allergy: I. Definition of levels distinguishing patients with symptomatic from patients with asymptomatic allergy to common aeroallergens. J. Allergy Clin. Immunol. 1995, 96, 580–587. [Google Scholar] [CrossRef]
- Dales, R.E.; Schweitzer, I.; Bartlett, S.; Raizenne, M.; Burnett, R. Indoor Air Quality and Health: Reproducibility of Respiratory Symptoms and Reported Home Dampness and Molds using a Self-Administered Questionnaire. Indoor Air 1994, 4, 2–7. [Google Scholar] [CrossRef]
- Dales, R.E.; Zwanenburg, H.; Burnett, R.; Franklin, C.A. Respiratory health effects of home dampness and molds among Canadian children. Am. J. Epidemiol. 1991, 134, 196–203. [Google Scholar] [CrossRef] [PubMed]
- Halm, E.A.; Mora, P.; Leventhal, H. No symptoms, no asthma: The acute episodic disease belief is associated with poor self-management among inner-city adults with persistent asthma. Chest 2006, 129, 573–580. [Google Scholar] [CrossRef] [PubMed]
- Juniper, E.F.; Bousquet, J.; Abetz, L.; Bateman, E.D. Identifying ‘well-controlled’ and ‘not well-controlled’ asthma using the Asthma Control Questionnaire. Respir. Med. 2006, 100, 616–621. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nathan, R.A.; Sorkness, C.A.; Kosinski, M.; Schatz, M.; Li, J.T.; Marcus, P.; Murray, J.J.; Pendergraft, T.B. Development of the asthma control test: A survey for assessing asthma control. J. Allergy Clin. Immunol. 2004, 113, 59–65. [Google Scholar] [CrossRef] [PubMed]
- Juniper, E.F.; Guyatt, G.H.; Cox, F.M.; Ferrie, P.J.; King, D.R. Development and validation of the Mini Asthma Quality of Life Questionnaire. Eur. Respir. J. 1999, 14, 32–38. [Google Scholar] [CrossRef] [PubMed]
- Sanjuas, C.; Alonso, J.; Sanchis, J.; Casan, P.; Broquetas, J.M.; Ferrie, P.J.; Juniper, E.F.; Anto, J.M. The quality-of-life questionnaire with asthma patients: The Spanish version of the Asthma Quality of Life Questionnaire. Archivos de Bronconeumologia 1995, 31, 219–226. [Google Scholar] [PubMed]
- Busse, P.J.; Cohn, R.D.; Salo, P.M.; Zeldin, D.C. Characteristics of allergic sensitization among asthmatic adults older than 55 years: Results from the National Health and Nutrition Examination Survey, 2005–2006. Ann. Allergy Asthma Immunol. Off. Publ. Am. Coll. Allergy Asthma Immunol. 2013, 110, 247–252. [Google Scholar] [CrossRef] [PubMed]
- Bacharier, L.B.; Dawson, C.; Bloomberg, G.R.; Bender, B.; Wilson, L.; Strunk, R.C. Hospitalization for asthma: Atopic, pulmonary function, and psychological correlates among participants in the Childhood Asthma Management Program. Pediatrics 2003, 112, e85–e92. [Google Scholar] [CrossRef] [PubMed]
- Vargas, P.A.; Simpson, P.M.; Gary Wheeler, J.; Goel, R.; Feild, C.R.; Tilford, J.M.; Jones, S.M. Characteristics of children with asthma who are enrolled in a Head Start program. J. Allergy Clin. Immunol. 2004, 114, 499–504. [Google Scholar] [CrossRef] [PubMed]
- Rabito, F.A.; Carlson, J.C.; He, H.; Werthmann, D.; Schal, C. A single intervention for cockroach control reduces cockroach exposure and asthma morbidity in children. J. Allergy Clin. Immunol. 2017, 140, 565–570. [Google Scholar] [CrossRef] [PubMed]
- Reddy, A.L.; Gomez, M.; Dixon, S.L. An Evaluation of a State-Funded Healthy Homes Intervention on Asthma Outcomes in Adults and Children. J. Public Health Manag. Pract. JPHMP 2017, 23, 219–228. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- O’Hollaren, M.T.; Yunginger, J.W.; Offord, K.P.; Somers, M.J.; O’Connell, E.J.; Ballard, D.J.; Sachs, M.I. Exposure to an aeroallergen as a possible precipitating factor in respiratory arrest in young patients with asthma. N. Engl. J. Med. 1991, 324, 359–363. [Google Scholar] [CrossRef] [PubMed]
- Targonski, P.V.; Persky, V.W.; Ramekrishnan, V. Effect of environmental molds on risk of death from asthma during the pollen season. J. Allergy Clin. Immunol. 1995, 95, 955–961. [Google Scholar] [CrossRef]
- Lewis, S.A.; Weiss, S.T.; Platts-Mills, T.A.; Burge, H.; Gold, D.R. The role of indoor allergen sensitization and exposure in causing morbidity in women with asthma. Am. J. Respir. Crit. Care Med. 2002, 165, 961–966. [Google Scholar] [CrossRef] [PubMed]
- Gergen, P.J.; Mitchell, H.E.; Calatroni, A.; Sever, M.L.; Cohn, R.D.; Salo, P.M.; Thorne, P.S.; Zeldin, D.C. Sensitization and Exposure to Pets: The Effect on Asthma Morbidity in the US Population. J. Allergy Clin. Immunol. Pract. 2018, 6, 101–107. [Google Scholar] [CrossRef] [PubMed]
- Chen, C.M.; Thiering, E.; Zock, J.P.; Villani, S.; Olivieri, M.; Modig, L.; Jarvis, D.; Norback, D.; Verlato, G.; Heinrich, J. Is there a threshold concentration of cat allergen exposure on respiratory symptoms in adults? PLoS ONE 2015, 10, e0127457. [Google Scholar] [CrossRef] [PubMed]
- Weiden, M.D.; Kwon, S.; Caraher, E.; Berger, K.I.; Reibman, J.; Rom, W.N.; Prezant, D.J.; Nolan, A. Biomarkers of World Trade Center Particulate Matter Exposure: Physiology of distal airway and blood biomarkers that predict FEV(1) decline. Semin. Respir. Crit. Care Med. 2015, 36, 323–333. [Google Scholar] [CrossRef] [PubMed]
- Fahy, J.V. Eosinophilic and neutrophilic inflammation in asthma: Insights from clinical studies. Proc. Am. Thorac. Soc. 2009, 6, 256–259. [Google Scholar] [CrossRef] [PubMed]
- Bogaert, P.; Naessens, T.; De Koker, S.; Hennuy, B.; Hacha, J.; Smet, M.; Cataldo, D.; Di Valentin, E.; Piette, J.; Tournoy, K.G.; et al. Inflammatory signatures for eosinophilic vs. neutrophilic allergic pulmonary inflammation reveal critical regulatory checkpoints. Am. J. Physiol. Lung Cell. Mol. Physiol. 2011, 300, L679–L690. [Google Scholar] [CrossRef] [PubMed]
- Douwes, J.; Gibson, P.; Pekkanen, J.; Pearce, N. Non-eosinophilic asthma: Importance and possible mechanisms. Thorax 2002, 57, 643–648. [Google Scholar] [CrossRef] [PubMed]
- Al-Ramli, W.; Prefontaine, D.; Chouiali, F.; Martin, J.G.; Olivenstein, R.; Lemiere, C.; Hamid, Q. T(H)17-associated cytokines (IL-17A and IL-17F) in severe asthma. J. Allergy Clin. Immunol. 2009, 123, 1185–1187. [Google Scholar] [CrossRef] [PubMed]
- Barnes, P.J. Immunology of asthma and chronic obstructive pulmonary disease. Nat. Rev. Immunol. 2008, 8, 183–192. [Google Scholar] [CrossRef] [PubMed]
- Bullens, D.M.; Truyen, E.; Coteur, L.; Dilissen, E.; Hellings, P.W.; Dupont, L.J.; Ceuppens, J.L. IL-17 mRNA in sputum of asthmatic patients: Linking T cell driven inflammation and granulocytic influx? Respir. Res. 2006, 7, 135. [Google Scholar] [CrossRef] [PubMed]
- Hashimoto, T.; Akiyama, K.; Kobayashi, N.; Mori, A. Comparison of IL-17 production by helper T cells among atopic and nonatopic asthmatics and control subjects. Int. Arch. Allergy Immunol. 2005, 137 (Suppl. 1), 51–54. [Google Scholar] [CrossRef] [PubMed]
- Cundall, M.; Sun, Y.; Miranda, C.; Trudeau, J.B.; Barnes, S.; Wenzel, S.E. Neutrophil-derived matrix metalloproteinase-9 is increased in severe asthma and poorly inhibited by glucocorticoids. J. Allergy Clin. Immunol. 2003, 112, 1064–1071. [Google Scholar] [CrossRef] [PubMed]
- Levy, B.D.; De Sanctis, G.T.; Devchand, P.R.; Kim, E.; Ackerman, K.; Schmidt, B.A.; Szczeklik, W.; Drazen, J.M.; Serhan, C.N. Multi-pronged inhibition of airway hyper-responsiveness and inflammation by lipoxin A(4). Nat. Med. 2002, 8, 1018–1023. [Google Scholar] [CrossRef] [PubMed]
- Ordonez, C.L.; Shaughnessy, T.E.; Matthay, M.A.; Fahy, J.V. Increased neutrophil numbers and IL-8 levels in airway secretions in acute severe asthma: Clinical and biologic significance. Am. J. Respir. Crit. Care Med. 2000, 161, 1185–1190. [Google Scholar] [CrossRef] [PubMed]
- Holgate, S.T.; Polosa, R. The mechanisms, diagnosis, and management of severe asthma in adults. Lancet 2006, 368, 780–793. [Google Scholar] [CrossRef]
- Nelson, H.S. The importance of allergens in the development of asthma and the persistence of symptoms. J. Allergy Clin. Immunol. 2000, 105, S628–S632. [Google Scholar] [CrossRef] [PubMed]
Characteristic | Value |
---|---|
Age, years, mean (SD) | 52.7 (8) |
Male, No. (%) | 240 (73) |
Race/Ethnicity, No. (%) | |
White | 115 (35) |
Black | 44 (13) |
Hispanic | 142 (43) |
Other | 28 (8) |
Refused/Unknown | 2 (1) |
Education, No. (%) | |
Did not graduate high school | 30 (9) |
High School or GED | 52 (16) |
Some College | 135 (41) |
College Graduate or More Advanced Degree | 114 (34) |
Monthly Income < $3,000, No. (%) | 183 (55) |
Occupation, No. (%) | |
Employed Full Time | 141 (43) |
Employed Part Time | 35 (10) |
Unemployed | 19 (6) |
On Disability | 40 (12) |
Retired | 72 (22) |
Not Working/Student/Other | 24 (7) |
Smoking Status No. (%) | |
Current/former Smoker | 101 (31) |
Never Smoked | 220 (66) |
Refused/Unknown | 10 (3) |
WTC Exposure No. (%) | |
Low | 51 (15) |
Intermediate | 138 (42) |
High | 116 (35) |
Very High | 26 (8) |
Asthma Onset Post 9/11, No. (%) | 242 (72) |
Hospitalization/Emergency Room Visit for Asthma in the Past Year, No. (%) | 64 (20) |
Oral Corticosteroid Use in Past 12 Months No. (%) | 88 (27) |
Asthma Control Level, No. (%) | |
Well Controlled | 91 (27) |
Uncontrolled | 86 (26) |
Very Poorly Controlled | 154 (47) |
Asthma-related Quality of Life, No. (%) | |
Good | 172 (52) |
Poor | 159 (48) |
On Asthma Controller Medication, No. (%) | 218 (66) |
Comorbidities No. (%) | |
Gastric Esophageal Reflux Disorder | 222 (67) |
Sinusitis | 207 (63) |
Major Depression | 88 (27) |
Posttraumatic Stress Disorder | 81 (24) |
Allergen | Number | Percentage (95% CI) |
---|---|---|
At least One Indoor Allergens | 186 | 56 (51–62) |
Cat Dander | 110 | 33 (28–38) |
Dog Dander | 63 | 21 (17–26) |
Mouse Epithelium | 57 | 17 (13–22) |
Dermatophagoides Farinae | 115 | 34 (29–40) |
Dermatophagoides Pteronyssines | 105 | 32 (26–37) |
Cockroach | 57 | 17 (13–21) |
Alternaria Tenuis | 35 | 11 (7–14) |
Aspergillus Fumigatus | 20 | 10 (6–15) |
Home Exposures | ||
Cats, dogs or birds living in home | 165 | 50 (44–55) |
Mice or rats | 58 | 17 (13–22) |
Cockroaches | 79 | 24 (19–29) |
Wet spots on walls, wallpaper, ceilings or carpets | 68 | 20 (16–25) |
Mold or mildew growing on surfaces | 83 | 25 (20–30) |
Keeps windows closed during allergen season | 110 | 34 (29–40) |
Exposure | Mean ACQ Difference, 95% CI | Mean AQLQ Difference, 95% CI | OCS Use OR, 95% CI | Resource Utilization OR, 95% CI |
---|---|---|---|---|
At Least One Allergen | −0.15 (−0.40, 0.09) | 0.29 (0.01, 0.56) * | 1.24 (0.75, 2.06) | 0.54 (0.29, 0.99) |
Cat Dander | −0.14 (−0.40, 0.11) | 0.36 (0.08, 0.65) * | 1.51 (0.91, 2.52) | 0.66 (0.33, 1.31) |
Dog Dander | 0.04 (−0.28, 0.35) | 0.21 (−0.15, 0.56) | 0.83 (0.43, 1.60) | 0.58 (0.23, 1.45) |
Mouse Epithelium | 0.12 (−0.21, 0.44) | 0.04 (−0.32, 0.40) | 0.39 (0.18, 0.86) * | 0.62 (0.25, 1.54) |
Dermatophagoides Farinae | 0.03 (−0.23, 0.28) | 0.10 (−0.18, 0.39) | 1.06 (0.63, 1.77) | 0.71 (0.36, 1.38) |
Dermatophagoides Pteronyssines | −0.11 (−0.38, 0.15) | 0.14 (−0.15, 0.44) | 0.76 (0.44, 1.32) | 0.75 (0.38, 1.48) |
Cockroach | −0.04 (−0.37, 0.29) | 0.01 (−0.35, 0.37) | 0.91 (0.47, 1.77) | 0.50 (0.19, 1.33) |
Alternaria Tenuis | −0.33 (−0.73, 0.06) | 0.39 (−0.06, 0.83) | 0.55 (0.22, 1.38) | 0.32 (0.07, 1.36) |
Aspergillus Fumigatus | −0.63 (−1.17, −0.09) * | 0.53 (−0.05, 1.12) | 0.56 (0.18, 1.77) | 0.29 (0.04, 2.25) |
Exposure | Mean ACQ Difference, 95% CI | Mean AQLQ Difference, 95% CI | OCS Use OR and 95% CI | Utilization OR and 95% CI |
---|---|---|---|---|
At least One Allergen | −0.19 (−0.43, 0.04) | 0.27 (0.03, 0.50) * | 1.16 (0.65, 2.07) | 0.41 (0.20, 0.85) * |
Cat Dander | −0.09 (−0.34, 0.16) | 0.17 (−0.09, 0.43) | 1.46 (0.80, 2.66) | 0.47 (0.21, 1.06) |
Dog Dander | −0.06 (−0.37, 0.24) | 0.29 (−0.02, 0.61) | 0.77 (0.37, 1.62) | 0.45 (0.16, 1.27) |
Mouse Epithelium | 0.20 (−0.11, 0.50) | −0.08 (−0.39, 0.24) | 0.42 (0.17, 1.02) | 0.41 (0.13, 1.31) |
Dermatophagoides Farinae | 0.02 (−0.23, 0.27) | 0.06 (−0.19, 0.31) | 1.10 (0.60, 2.00) | 0.48 (0.21, 1.08) |
Dermatophagoides Pteronyssines | −0.24 (−0.49, 0.01) | 0.29 (0.03, 0.55) * | 0.77 (0.40, 1.46) | 0.56 (0.24, 1.31) |
Cockroach | −0.29 (−0.61, 0.03) | 0.30 (−0.03, 0.63) | 0.81 (0.36, 1.80) | 0.27 (0.08, 0.91) * |
Alternaria Tenuis | −0.10 (−0.48, 0.28) | 0.09 (−0.30, 0.48) | 0.49 (0.17, 1.38) | 0.31 (0.06, 1.60) |
Aspergillus Fumigatus | −0.42 (−0.94, 0.10) | 0.46 (−0.08, 0.99) | 0.42 (0.10, 1.69) | 0.44 (0.05, 4.14) |
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Rojano, B.; West, E.; Ferdermann, E.; Markowitz, S.; Harrison, D.; Crowley, L.; Busse, P.; Federman, A.D.; Wisnivesky, J.P. Allergen Sensitization and Asthma Outcomes among World Trade Center Rescue and Recovery Workers. Int. J. Environ. Res. Public Health 2019, 16, 737. https://doi.org/10.3390/ijerph16050737
Rojano B, West E, Ferdermann E, Markowitz S, Harrison D, Crowley L, Busse P, Federman AD, Wisnivesky JP. Allergen Sensitization and Asthma Outcomes among World Trade Center Rescue and Recovery Workers. International Journal of Environmental Research and Public Health. 2019; 16(5):737. https://doi.org/10.3390/ijerph16050737
Chicago/Turabian StyleRojano, Belen, Erin West, Emily Ferdermann, Steven Markowitz, Denise Harrison, Laura Crowley, Paula Busse, Alex D. Federman, and Juan P. Wisnivesky. 2019. "Allergen Sensitization and Asthma Outcomes among World Trade Center Rescue and Recovery Workers" International Journal of Environmental Research and Public Health 16, no. 5: 737. https://doi.org/10.3390/ijerph16050737
APA StyleRojano, B., West, E., Ferdermann, E., Markowitz, S., Harrison, D., Crowley, L., Busse, P., Federman, A. D., & Wisnivesky, J. P. (2019). Allergen Sensitization and Asthma Outcomes among World Trade Center Rescue and Recovery Workers. International Journal of Environmental Research and Public Health, 16(5), 737. https://doi.org/10.3390/ijerph16050737