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Tuminello S, Ashebir YA, Schroff C, Ramaswami S, Durmus N, Chen Y, Snuderl M, Shao Y, Reibman J, Arslan AA. Genome-wide DNA methylation profiles and breast cancer among World Trade Center survivors. Environ Epidemiol 2024; 8:e313. [PMID: 38841706 PMCID: PMC11152787 DOI: 10.1097/ee9.0000000000000313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 05/08/2024] [Indexed: 06/07/2024] Open
Abstract
Background 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 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 A total of 64 WTC-exposed (32 cancer free and 32 with breast cancer) and 32 WTC-unexposed (16 cancer free and 16 with prediagnostic breast cancer) participants were included. Hypermethylated cytosine-phosphate-guanine probe sites (defined as β > 0.8) were more common among WTC-exposed versus unexposed participants (14.3% vs. 4.5%, respectively, among the top 5000 cytosine-phosphate-guanine sites). Cancer-related pathways (e.g., human papillomavirus infection, cGMP-PKG) were overrepresented in WTC-exposed groups (breast cancer patients and cancer-free subjects). Compared to the unexposed breast cancer patients, 47 epigenetically dysregulated genes were identified among WTC-exposed breast cancers. These genes formed a network, including Wnt/β-catenin signaling genes WNT4 and TCF7L2, and dysregulation of these genes contributes to cancer immune evasion. Conclusion WTC exposure likely impacts DNA methylation and may predispose exposed individuals toward cancer development, possibly through an immune-mediated mechanism.
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Affiliation(s)
- Stephanie Tuminello
- Department of Population Health, NYU Grossman School of Medicine, New York City, New York
| | - Yibeltal Arega Ashebir
- Department of Population Health, NYU Grossman School of Medicine, New York City, New York
| | - Chanel Schroff
- Department of Pathology, NYU Grossman School of Medicine, New York City, New York
| | - Sitharam Ramaswami
- Department of Pathology, NYU Grossman School of Medicine, New York City, New York
| | - Nedim Durmus
- Department of Medicine, NYU Grossman School of Medicine, New York City, New York
| | - Yu Chen
- Department of Population Health, NYU Grossman School of Medicine, New York City, New York
- NYU Perlmutter Comprehensive Cancer Center, New York City, New York
| | - Matija Snuderl
- Department of Pathology, NYU Grossman School of Medicine, New York City, New York
| | - Yongzhao Shao
- Department of Population Health, NYU Grossman School of Medicine, New York City, New York
- NYU Perlmutter Comprehensive Cancer Center, New York City, New York
| | - Joan Reibman
- Department of Medicine, NYU Grossman School of Medicine, New York City, New York
- Division of Environmental Medicine, Department of Medicine, NYU Grossman School of Medicine, New York City, New York
| | - Alan A. Arslan
- Department of Population Health, NYU Grossman School of Medicine, New York City, New York
- NYU Perlmutter Comprehensive Cancer Center, New York City, New York
- Department of Obstetrics and Gynecology, NYU Grossman School of Medicine, New York City, New York
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2
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Tuminello S, Nguyen E, Durmus N, Alptekin R, Yilmaz M, Crisanti MC, Snuderl M, Chen Y, Shao Y, Reibman J, Taioli E, Arslan AA. World Trade Center Exposure, DNA Methylation Changes, and Cancer: A Review of Current Evidence. EPIGENOMES 2023; 7:31. [PMID: 38131903 PMCID: PMC10742700 DOI: 10.3390/epigenomes7040031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/22/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023] Open
Abstract
Introduction: Known carcinogens in the dust and fumes from the destruction of the World Trade Center (WTC) towers on 9 November 2001 included metals, asbestos, and organic pollutants, which have been shown to modify epigenetic status. Epigenome-wide association analyses (EWAS) using uniform (Illumina) methodology have identified novel epigenetic profiles of WTC exposure. Methods: We reviewed all published data, comparing differentially methylated gene profiles identified in the prior EWAS studies of WTC exposure. This included DNA methylation changes in blood-derived DNA from cases of cancer-free "Survivors" and those with breast cancer, as well as tissue-derived DNA from "Responders" with prostate cancer. Emerging molecular pathways related to the observed DNA methylation changes in WTC-exposed groups were explored and summarized. Results: WTC dust exposure appears to be associated with DNA methylation changes across the genome. Notably, WTC dust exposure appears to be associated with increased global DNA methylation; direct dysregulation of cancer genes and pathways, including inflammation and immune system dysregulation; and endocrine system disruption, as well as disruption of cholesterol homeostasis and lipid metabolism. Conclusion: WTC dust exposure appears to be associated with biologically meaningful DNA methylation changes, with implications for carcinogenesis and development of other chronic diseases.
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Affiliation(s)
- Stephanie Tuminello
- Department of Population Health, NYU Grossman School of Medicine, New York, NY 10016, USA; (S.T.)
| | - Emelie Nguyen
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY 10016, USA
| | - Nedim Durmus
- Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Ramazan Alptekin
- Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Muhammed Yilmaz
- Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | | | - Matija Snuderl
- Department of Pathology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Yu Chen
- Department of Population Health, NYU Grossman School of Medicine, New York, NY 10016, USA; (S.T.)
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
| | - Yongzhao Shao
- Department of Population Health, NYU Grossman School of Medicine, New York, NY 10016, USA; (S.T.)
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
| | - Joan Reibman
- Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
- Division of Environmental Medicine, Department of Medicine, NYU Grossman School of Medicine, New York University, New York, NY 10016, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY 10016, USA
| | - Alan A. Arslan
- Department of Population Health, NYU Grossman School of Medicine, New York, NY 10016, USA; (S.T.)
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
- Department of Obstetrics and Gynecology, NYU Grossman School of Medicine, New York, NY 10016, USA
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3
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DeMarini DM, Warren SH, Brooks LR. Mutagenicity of the organic fraction of World Trade Center dust. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2023; 64:16-25. [PMID: 36433931 PMCID: PMC9989947 DOI: 10.1002/em.22519] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 11/11/2022] [Accepted: 11/21/2022] [Indexed: 05/07/2023]
Abstract
Most studies of the health effects and chemical characterization of the dust resulting from the catastrophic collapse of the World Trade Center (WTC) on September 11, 2001, have focused on the large inorganic fraction of the dust; however, chemical analyses have identified mutagens and carcinogens in the smaller organic fraction. Here, we determined the mutagenicity of the organic fraction of WTC dust in Salmonella. Only 0.74% of the mass of the particulate matter (PM) <53 μm in diameter was extractable organic matter (EOM). Because the EOM was 10 times more mutagenic in TA100 +S9 than in TA98 +S9 and was negative in TA98 -S9, we inferred, respectively, that polycyclic aromatic hydrocarbons (PAHs) played a role in the mutagenicity and not nitroarenes. In TA98 +S9, the mutagenic potency of the EOM (0.1 revertant/μg EOM) was within the range of EOMs from air and combustion emissions. However, the EOM-based mutagenic potency of the particles (0.0007 revertants/μg PM) was 1-2 orders of magnitude lower than values from a review of 50 combustion emissions and various air samples. We calculated that 37 PAHs analyzed previously in WTC EOM were 5.4% of the EOM mass and 0.04% of the PM mass; some air contained 0.3 μg WTC EOM/m3 (0.02 μg PAHs/m3 ). Populations exposed to WTC dust have elevated levels of prostate and thyroid cancer but not lung cancer. Our data support earlier estimates that PAH-associated cancer risk among this population, for example, PAH-associated lung cancer, was unlikely to be significantly elevated relative to background PAH exposures.
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Affiliation(s)
- David M. DeMarini
- Biomolecular and Computational Toxicology Division, Center for Computational Toxicology and ExposureOffice of Research and Development, U.S. Environmental Protection AgencyResearch Triangle ParkNorth CarolinaUSA
| | - Sarah H. Warren
- Biomolecular and Computational Toxicology Division, Center for Computational Toxicology and ExposureOffice of Research and Development, U.S. Environmental Protection AgencyResearch Triangle ParkNorth CarolinaUSA
| | - Lance R. Brooks
- Homeland Security and Materials Management Division, Center for Environmental Solutions and Emergency ResponseOffice of Research and Development, U.S. Environmental Protection AgencyResearch Triangle ParkNorth CarolinaUSA
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4
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Boffetta P, Hall CB, Todd AC, Goldfarb DG, Schymura MJ, Li J, Cone JE, Zeig-Owens R. Cancer risk among World Trade Center rescue and recovery workers: A review. CA Cancer J Clin 2022; 72:308-314. [PMID: 35325473 DOI: 10.3322/caac.21723] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 11/18/2022] Open
Abstract
Twenty years after the September 11th, 2001 terrorist attacks, the association between exposures present at the World Trade Center (WTC) site and the risk of several specific types of cancer has been reported among rescue and recovery workers. The authors' objective was to conduct an updated review of these data. Most studies have found elevated rates of both prostate and thyroid cancers compared with rates in the general population, and some have reported statistically significant differences for the rates of all cancers as well. Studies including a larger combined cohort of WTC-exposed rescue and recovery workers from 3 main cohorts have since replicated findings for these cancers, with additional years of follow-up. Among this combined cohort, although a lower-than-expected standardized incidence ratio for all cancers was observed, WTC exposure was also related to an increased risk of cutaneous melanoma and tonsil cancer. Importantly, another study found that WTC-exposed rescue and recovery workers who are enrolled in the federally funded medical monitoring and treatment program experienced improved survival post-cancer diagnosis compared with New York state patients with cancer. On the basis of these combined cohort studies, the full effect of WTC exposure on cancer risk is becoming clearer. Consequently, the authors believe that surveillance of those with WTC exposure should be continued, and in-depth analysis of epidemiologic, molecular, and clinical aspects of specific cancers in these workers should be pursued.
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Affiliation(s)
- Paolo Boffetta
- Stony Brook Cancer Center, Stony Brook University, Stony Brook, New York
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Charles B Hall
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Andrew C Todd
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York
| | - David G Goldfarb
- Department of Medicine, Montefiore Medical Center, New York, New York
- Fire Department of the City of New York, Brooklyn, New York
| | - Maria J Schymura
- Bureau of Cancer Epidemiology, New York State Department of Health, Albany, New York
| | - Jiehui Li
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - James E Cone
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Rachel Zeig-Owens
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
- Department of Medicine, Montefiore Medical Center, New York, New York
- Fire Department of the City of New York, Brooklyn, New York
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5
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Yu H, Tuminello S, Alpert N, van Gerwen M, Yoo S, Mulholland DJ, Aaronson SA, Donovan M, Oh WK, Gong Y, Wang L, Zhu J, Taioli E. Global DNA methylation of WTC prostate cancer tissues show signature differences compared to non-exposed cases. Carcinogenesis 2022; 43:528-537. [PMID: 35239955 PMCID: PMC9234756 DOI: 10.1093/carcin/bgac025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 02/08/2022] [Accepted: 03/02/2022] [Indexed: 12/31/2022] Open
Abstract
There is increased incidence of prostate cancer (PC) among World Trade Center (WTC)-exposed responders and community members, with preliminary evidence suggestive of more aggressive disease. While previous research is supportive of differences in DNA methylation and gene expression as a consequence of WTC exposure, as measured in blood of healthy individuals, the epigenetics of WTC PC tissues has yet to be explored. Patients were recruited from the World Trade Center Health Program. Non-WTC PC samples were frequency matched on age, race/ethnicity and Gleason score. Bisulfite-treated DNA was extracted from tumor tissue blocks and used to assess global DNA methylation with the MethylationEPIC BeadChip. Differential and pathway enrichment analyses were conducted. RNA from the same tumor blocks was used for gene expression analysis to further support DNA methylation findings. Methylation data were generated for 28 samples (13 WTC and 15 non-WTC). Statistically significant differences in methylation were observed for 3,586 genes; on average WTC samples were statistically significantly more hypermethylated (P = 0.04131). Pathway enrichment analysis revealed hypermethylation in epithelial mesenchymal transition (EMT), hypoxia, mitotic spindle, TNFA signaling via NFKB, WNT signaling, and TGF beta signaling pathways in WTC compared to non-WTC samples. The androgen response, G2M and MYC target pathways were hypomethylated. These results correlated well with RNA gene expression. In conclusion, long-term epigenic changes associated with WTC dust exposure were observed in PC tissues. These occurred in genes of critical pathways, likely increasing prostate tumorigenesis potential. This warrants analysis of larger WTC groups and other cancer types.
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Affiliation(s)
- Haocheng Yu
- Sema4, a Mount Sinai venture, Stamford, CT, USA
| | - Stephanie Tuminello
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Population Health, New York University Langone Health, New York, NY, USA
| | - Naomi Alpert
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Maaike van Gerwen
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - David J Mulholland
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stuart A Aaronson
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michael Donovan
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - William K Oh
- Division of Hematology and Medical Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yixuan Gong
- Division of Hematology and Medical Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Li Wang
- Sema4, a Mount Sinai venture, Stamford, CT, USA
- Icahn Institute for Data Science and Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jun Zhu
- Sema4, a Mount Sinai venture, Stamford, CT, USA
- Icahn Institute for Data Science and Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, NYUSA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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6
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Wang L, Xu Y, Zhang L, Kang K, Kobryn A, Portman K, Gordon RE, Pan PY, Taioli E, Aaronson SA, Chen SH, Mulholland DJ. World Trade Center dust exposure promotes cancer in PTEN-deficient mouse prostates. CANCER RESEARCH COMMUNICATIONS 2022; 2:518-532. [PMID: 35911788 PMCID: PMC9336209 DOI: 10.1158/2767-9764.crc-21-0111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 03/21/2022] [Accepted: 05/18/2022] [Indexed: 11/16/2022]
Abstract
During the 9/11 attacks individuals were exposed to World Trade Center (WTC) dust which contained a complex mixture of carcinogens. Epidemiological studies have revealed the increased incidence of prostate and thyroid cancer in WTC survivors and responders. While reports have shown that WTC-dust associates with the increased prevalence of inflammatory related disorders, studies to date have not determined whether this exposure impacts cancer progression. In this study, we have used genetically engineered mouse (GEM) models with prostate specific deletion of the PTEN tumor suppressor to study the impact of WTC-dust exposure on deposition of dust particles, inflammation, and cancer progression. In normal C57/BL6 mice, dust exposure increased cellular expression of inflammatory genes with highest levels in the lung and peripheral blood. In normal and tumor bearing GEM mice, increased immune cell infiltration to the lungs was observed. Pathological evaluation of mice at different time points showed that WTC-dust exposure promoted PI3K-AKT activation, increased epithelial proliferation and acinar invasion in prostates with heterozygous and homozygous Pten loss. Using autochthonous and transplant GEM models of prostate cancer we demonstrated that dust exposure caused reduced survival as compared to control cohorts. Finally, we used imaging mass cytometry (IMC) to detect elevated immune cell infiltration and cellular expression of inflammatory markers in prostate tumors isolated from human WTC survivors. Collectively, our study shows that chronic inflammation, induced by WTC dust exposure, promotes more aggressive cancer in genetically predisposed prostates and potentially in patients.
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Affiliation(s)
- Lin Wang
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Yitian Xu
- Center for Immunotherapy Research, Cancer Center of Excellence, Houston Methodist Research Institute, Houston, Texas
| | - Licheng Zhang
- Center for Immunotherapy Research, Cancer Center of Excellence, Houston Methodist Research Institute, Houston, Texas
| | - Kyeongah Kang
- Center for Immunotherapy Research, Cancer Center of Excellence, Houston Methodist Research Institute, Houston, Texas
| | - Andriy Kobryn
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kensey Portman
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ronald E Gordon
- Department of Pathology, Icahn School of Medicine, New York, New York
| | - Ping-Ying Pan
- Center for Immunotherapy Research, Cancer Center of Excellence, Houston Methodist Research Institute, Houston, Texas
| | - Emanuela Taioli
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, New York
- Tisch Cancer Institute, New York, New York
| | - Stuart A Aaronson
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Tisch Cancer Institute, New York, New York
| | - Shu-Hsia Chen
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Immunotherapy Research, Cancer Center of Excellence, Houston Methodist Research Institute, Houston, Texas
| | - David J Mulholland
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
- Tisch Cancer Institute, New York, New York
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7
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Association between environmental quality and prostate cancer stage at diagnosis. Prostate Cancer Prostatic Dis 2021; 24:1129-1136. [PMID: 33947975 DOI: 10.1038/s41391-021-00370-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/16/2021] [Accepted: 04/15/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Prostate cancer (PC) etiology is up to 57% heritable, with the remainder attributed to environmental exposures. There are limited studies regarding national level environmental exposures and PC aggressiveness, which was the focus of this study METHODS: SEER was queried to identify PC cases between 2010 and 2014. The environmental quality index (EQI) is a county-level metric for 2000-2005 combining data from 18 sources and reports an overall ambient environmental quality index, as well as 5 environmental quality sub-domains (air, water, land, built, and sociodemographic) with higher values representing lower environmental quality. PC stage at diagnosis was determined and, multivariable logistic regression models which adjusted for age at diagnosis (years) and self-reported race (White, Black, Other, Unknown) were used to test associations between quintiles of EQI scores and advanced PC stage at diagnosis. RESULTS The study cohort included 252,164 PC cases, of which 92% were localized and 8% metastatic at diagnosis. In the adjusted regression models, overall environmental quality EQI (OR 1.20, CI 1.15-1.26), water EQI (OR: 1.34, CI: 1.27-1.40), land EQI (OR: 1.35, CI: 1.29-1.42) and sociodemographic EQI (OR: 1.29, CI: 1.23-1.35) were associated with metastatic PC at diagnosis. For these domains there was a dose response increase in the OR from the lowest to the highest quintiles of EQI. Black race was found to be an independent predictor of metastatic PC at diagnosis (OR: 1.36, CI: 1.30-1.42) and in stratified analysis by race; overall EQI was more strongly associated with metastatic PC in Black men (OR: 1.53, CI: 1.35-1.72) compared to White men (OR: 1.18, CI: 1.12-1.24). CONCLUSION(S) Lower environmental quality was associated with advanced stage PC at diagnosis. The water, land and sociodemographic domains showed the strongest associations. More work should be done to elucidate specific modifiable environmental factors associated with aggressive PC.
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8
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Chiao JW. What causes prostate cancer-learning from a tragedy. Carcinogenesis 2021; 42:1221-1222. [PMID: 34431987 DOI: 10.1093/carcin/bgab078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 08/12/2021] [Accepted: 08/24/2021] [Indexed: 11/12/2022] Open
Affiliation(s)
- Jen Wei Chiao
- Department of Medicine, New York Medical College, Valhalla, NY, USA
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9
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Goldfarb DG, Zeig-Owens R, Kristjansson D, Li J, Brackbill RM, Farfel MR, Cone JE, Yung J, Kahn AR, Qiao B, Schymura MJ, Webber MP, Dasaro CR, Shapiro M, Todd AC, Prezant DJ, Boffetta P, Hall CB. Temporal association of prostate cancer incidence with World Trade Center rescue/recovery work. Occup Environ Med 2021; 78:699-706. [PMID: 34507966 PMCID: PMC8458078 DOI: 10.1136/oemed-2021-107405] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 05/20/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND The World Trade Center (WTC) attacks on 11 September 2001 created a hazardous environment with known and suspected carcinogens. Previous studies have identified an increased risk of prostate cancer in responder cohorts compared with the general male population. OBJECTIVES To estimate the length of time to prostate cancer among WTC rescue/recovery workers by determining specific time periods during which the risk was significantly elevated. METHODS Person-time accruals began 6 months after enrolment into a WTC cohort and ended at death or 12/31/2015. Cancer data were obtained through linkages with 13 state cancer registries. New York State was the comparison population. We used Poisson regression to estimate hazard ratios and 95% CIs; change points in rate ratios were estimated using profile likelihood. RESULTS The analytic cohort included 54 394 male rescue/recovery workers. We observed 1120 incident prostate cancer cases. During 2002-2006, no association with WTC exposure was detected. Beginning in 2007, a 24% increased risk (HR: 1.24, 95% CI 1.16 to 1.32) was observed among WTC rescue/recovery workers when compared with New York State. Comparing those who arrived earliest at the disaster site on the morning of 11 September 2001 or any time on 12 September 2001 to those who first arrived later, we observed a positive, monotonic, dose-response association in the early (2002-2006) and late (2007-2015) periods. CONCLUSIONS Risk of prostate cancer was significantly elevated beginning in 2007 in the WTC combined rescue/recovery cohort. While unique exposures at the disaster site might have contributed to the observed effect, screening practices including routine prostate specific antigen screening cannot be discounted.
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Affiliation(s)
- David G Goldfarb
- Department of Medicine, Division of Pulmonary Medicine, Montefiore Medical Center, Bronx, New York, USA
- Bureau of Health Services, World Trade Center Health Program, Fire Department of the City of New York, Brooklyn, New York, USA
| | - Rachel Zeig-Owens
- Department of Medicine, Division of Pulmonary Medicine, Montefiore Medical Center, Bronx, New York, USA
- Bureau of Health Services, World Trade Center Health Program, Fire Department of the City of New York, Brooklyn, New York, USA
- Department of Epidemiology and Population Health, Division of Epidemiology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Dana Kristjansson
- Department of Genetics and Bioinformatics, Norwegian Institute of Public Health, Oslo, Norway
- Center of Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Jiehui Li
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, New York, New York, USA
| | - Robert M Brackbill
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, New York, New York, USA
| | - Mark R Farfel
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, New York, New York, USA
| | - James E Cone
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, New York, New York, USA
| | - Janette Yung
- World Trade Center Health Registry, New York City Department of Health and Mental Hygiene, New York, New York, USA
| | - Amy R Kahn
- Bureau of Cancer Epidemiology, New York State Department of Health, Albany, New York, USA
| | - Baozhen Qiao
- Bureau of Cancer Epidemiology, New York State Department of Health, Albany, New York, USA
| | - Maria J Schymura
- Bureau of Cancer Epidemiology, New York State Department of Health, Albany, New York, USA
| | - Mayris P Webber
- Bureau of Health Services, World Trade Center Health Program, Fire Department of the City of New York, Brooklyn, New York, USA
- Department of Epidemiology and Population Health, Division of Epidemiology, Albert Einstein College of Medicine, Bronx, New York, USA
- Department of Epidemiology and Population Health, Division of Epidemiology, Montefiore Medical Center, Bronx, New York, USA
| | - Christopher R Dasaro
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Moshe Shapiro
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Andrew C Todd
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - David J Prezant
- Department of Medicine, Division of Pulmonary Medicine, Montefiore Medical Center, Bronx, New York, USA
- Bureau of Health Services, World Trade Center Health Program, Fire Department of the City of New York, Brooklyn, New York, USA
- Department of Epidemiology and Population Health, Division of Epidemiology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Paolo Boffetta
- Stony Brook Cancer Center, Stony Brook University, Stony Brook, New York, USA
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Emilia-Romagna, Italy
| | - Charles B Hall
- Department of Epidemiology & Population Health, Division of Biostatistics, Albert Einstein College of Medicine, Bronx, New York, USA
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Shao Y, Durmus N, Zhang Y, Pehlivan S, Fernandez-Beros ME, Umana L, Corona R, Addessi A, Abbott SA, Smyth-Giambanco S, Arslan AA, Reibman J. The Development of a WTC Environmental Health Center Pan-Cancer Database. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041646. [PMID: 33572220 PMCID: PMC7916067 DOI: 10.3390/ijerph18041646] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 01/23/2021] [Accepted: 02/01/2021] [Indexed: 12/11/2022]
Abstract
(1) Background: Recent studies have reported elevated risks of multiple cancers in the World Trade Center (WTC) affected community members (also called WTC “Survivors”). The large variety of WTC-cancers created a need to develop a comprehensive cancer database. This paper describes the development of a pan-cancer database at the WTC Environmental Health Center (EHC) Data Center. (2) Methods: A new REDCap-based pan-cancer database was created using the pathology reports and available biomarker data of confirmed cancer cases after review by a cancer epidemiologist, a pathologist, physicians and biostatisticians. (3) Results: The WTC EHC pan-cancer database contains cancer characteristics and emerging biomarker information for cancers of individuals enrolled in the WTC EHC and diagnosed after 11 September 2001 and up to 31 December 2019 obtained from WTC EHC clinical records, pathological reports and state cancer registries. As of 31 December 2019, the database included 3440 cancer cases with cancer characteristics and biomarker information. (4) Conclusions: This evolving database represents an important resource for the scientific community facilitating future research about the etiology, heterogeneity, characteristics and outcomes of cancers and comorbid mental health conditions, cancer economics and gene–environment interaction in the unique population of WTC survivors.
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Affiliation(s)
- Yongzhao Shao
- Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine (NYUGSOM), New York University, New York, NY 10016, USA; (Y.Z.); (A.A.A.)
- Department of Environmental Medicine, NYUG-SOM, New York University, New York, NY 10016, USA
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
- Correspondence: (Y.S.); (J.R.)
| | - Nedim Durmus
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Yian Zhang
- Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine (NYUGSOM), New York University, New York, NY 10016, USA; (Y.Z.); (A.A.A.)
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
| | - Sultan Pehlivan
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Maria-Elena Fernandez-Beros
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Lisette Umana
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Rachel Corona
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Adrienne Addessi
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
| | - Sharon A. Abbott
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
| | - Sheila Smyth-Giambanco
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
| | - Alan A. Arslan
- Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine (NYUGSOM), New York University, New York, NY 10016, USA; (Y.Z.); (A.A.A.)
- Department of Environmental Medicine, NYUG-SOM, New York University, New York, NY 10016, USA
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- NYU Perlmutter Comprehensive Cancer Center, New York, NY 10016, USA
- Department of Obstetrics and Gynecology, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
| | - Joan Reibman
- Department of Environmental Medicine, NYUG-SOM, New York University, New York, NY 10016, USA
- World Trade Center Environmental Health Center, NYC Health + Hospitals, New York, NY 10016, USA; (N.D.); (S.P.); (M.-E.F.-B.); (L.U.); (R.C.); (A.A.); (S.A.A.); (S.S.-G.)
- Division of Pulmonary Medicine, School of Medicine (SOM), NYUG-SOM, New York University, New York, NY 10016, USA
- Correspondence: (Y.S.); (J.R.)
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11
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World Trade Center Health Program: First Decade of Research. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17197290. [PMID: 33036199 PMCID: PMC7579473 DOI: 10.3390/ijerph17197290] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 09/30/2020] [Accepted: 10/02/2020] [Indexed: 12/19/2022]
Abstract
The terrorist attacks on 11 September 2001 placed nearly a half million people at increased risk of adverse health. Health effects research began shortly after and continues today, now mostly as a coordinated effort under the federally mandated World Trade Center (WTC) Health Program (WTCHP). Established in 2011, the WTCHP provides medical monitoring and treatment of covered health conditions for responders and survivors and maintains a research program aimed to improve the care and well-being of the affected population. By 2020, funds in excess of USD 127 M had been awarded for health effects research. This review describes research findings and provides an overview of the WTCHP and its future directions. The literature was systematically searched for relevant articles published from 11 September 2001 through 30 June 2020. Synthesis was limited to broad categories of mental health, cancer, respiratory disease, vulnerable populations, and emerging conditions. In total, 944 WTC articles were published, including peer-reviewed articles funded by the WTCHP (n = 291) and other sources. Research has focused on characterizing the burden and etiology of WTC-related health conditions. As the program moves forward, translational research that directly enhances the care of individuals with chronic mental and physical health conditions is needed.
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12
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Clouston SAP, Kuan P, Kotov R, Mukherjee S, Thompson-Carino P, Bromet EJ, Luft BJ. Risk factors for incident prostate cancer in a cohort of world trade center responders. BMC Psychiatry 2019; 19:389. [PMID: 31822278 PMCID: PMC6902605 DOI: 10.1186/s12888-019-2383-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 11/29/2019] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Despite a relatively young average age and no routine screening, prostate cancer is one of the most common cancers in men who worked at the World Trade Center (WTC) following the 9/11/2001 disaster. This study evaluated whether re-experiencing stressful memories of a traumatic event was associated with prostate cancer incidence. METHODS Participants were males from one clinical center that monitors the health of first-responders (N = 6857). Monitoring began in July 2002 and occurs annually but does not include prostate cancer screening. Severity of physical exposures and of re-experiencing memories and stress responses were measured at study enrollment using standardized and validated methods in all participants. The outcome was incidence of diagnosed prostate cancer after enrollment (n = 68). Bivariate analyses provided age-adjusted incidence rates (aIR). Cox proportional hazards modeling was used to calculate incidence; hazards ratios (HR) were reported. RESULTS The mean age of responders on 9/11/2001 was 37.9 years. Prostate cancer incidence was lowest in responders with no re-experiencing stress (aIR = 250.83/100,000 person-years, [233.41-268.25]) and highest in responders with severe re-experiencing stress (aIR = 818.49/100,000 person-years, [801.07-835.91]). Cox proportional hazards regression revealed that re-experiencing the stressful events of 9/11/2001 was associated with increased prostate cancer incidence (HR = 1.96 [1.26-3.05], P = 0.003), even upon adjusting for confounders. CONCLUSIONS This is the first study to identify a positive association between re-experiencing a traumatic event and prostate cancer incidence. Our results are consistent with recent rodent model evidence demonstrating a direct biological link between stress pathways and prostate tumorigenesis and offer new hypotheses in the causality of prostate cancer.
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Affiliation(s)
- Sean A. P. Clouston
- 0000 0004 0437 5731grid.412695.dDepartment of Family, Population, and Preventive Medicine, Program in Public Health, Stony Brook Medicine, Health Sciences Center, #3-071, Nichols Rd., Stony Brook, NY 11794-8338 USA
| | - Peifen Kuan
- 0000 0001 2216 9681grid.36425.36Department of Applied Mathematics, Stony Brook University, Stony Brook, NY USA
| | - Roman Kotov
- grid.459987.eDepartment of Psychiatry, Stony Brook Medicine, Stony Brook, NY USA
| | - Soumyadeep Mukherjee
- grid.459987.eProgram in Public Health, Stony Brook Medicine, Stony Brook, NY USA
| | | | - Evelyn J. Bromet
- grid.459987.eDepartment of Psychiatry, Stony Brook Medicine, Stony Brook, NY USA
| | - Benjamin J. Luft
- grid.459987.eWorld Trade Center Health and Wellness Program, Department of Medicine, Stony Brook Medicine, Stony Brook, NY USA
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13
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Gong Y, Wang L, Yu H, Alpert N, Cohen MD, Prophete C, Horton L, Sisco M, Park SH, Lee HW, Zelikoff J, Chen LC, Hashim D, Suarez-Farinas M, Donovan MJ, Aaronson SA, Galsky M, Zhu J, Taioli E, Oh WK. Prostate Cancer in World Trade Center Responders Demonstrates Evidence of an Inflammatory Cascade. Mol Cancer Res 2019; 17:1605-1612. [PMID: 31221798 DOI: 10.1158/1541-7786.mcr-19-0115] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/27/2019] [Accepted: 05/20/2019] [Indexed: 12/14/2022]
Abstract
An excess incidence of prostate cancer has been identified among World Trade Center (WTC) responders. In this study, we hypothesized that WTC dust, which contained carcinogens and tumor-promoting agents, could facilitate prostate cancer development by inducing DNA damage, promoting cell proliferation, and causing chronic inflammation. We compared expression of immunologic and inflammatory genes using a NanoString assay on archived prostate tumors from WTC Health Program (WTCHP) patients and non-WTC patients with prostate cancer. Furthermore, to assess immediate and delayed responses of prostate tissue to acute WTC dust exposure via intratracheal inhalation, we performed RNA-seq on the prostate of normal rats that were exposed to moderate to high doses of WTC dust. WTC prostate cancer cases showed significant upregulation of genes involved in DNA damage and G2-M arrest. Cell-type enrichment analysis showed that Th17 cells, a subset of proinflammatory Th cells, were specifically upregulated in WTC patients. In rats exposed to WTC dust, we observed upregulation of gene transcripts of cell types involved in both adaptive immune response (dendritic cells and B cells) and inflammatory response (Th17 cells) in the prostate. Unexpectedly, genes in the cholesterol biosynthesis pathway were also significantly upregulated 30 days after acute dust exposure. Our results suggest that respiratory exposure to WTC dust can induce inflammatory and immune responses in prostate tissue. IMPLICATIONS: WTC-related prostate cancer displayed a distinct gene expression pattern that could be the result of exposure to specific carcinogens. Our data warrant further epidemiologic and cellular mechanistic studies to better understand the consequences of WTC dust exposure.Visual Overview: http://mcr.aacrjournals.org/content/molcanres/17/8/1605/F1.large.jpg.
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Affiliation(s)
- Yixuan Gong
- Division of Hematology and Medical Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Li Wang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.,Sema4, a Mount Sinai Venture, Stamford, Connecticut
| | - Haocheng Yu
- Sema4, a Mount Sinai Venture, Stamford, Connecticut
| | - Naomi Alpert
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mitchell D Cohen
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Colette Prophete
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Lori Horton
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Maureen Sisco
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Sung-Hyun Park
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Hyun-Wook Lee
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Judith Zelikoff
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Lung-Chi Chen
- Nelson Institute of Environmental Medicine, New York University, Tuxedo Park, New York
| | - Dana Hashim
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mayte Suarez-Farinas
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Michael J Donovan
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Stuart A Aaronson
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Matthew Galsky
- Division of Hematology and Medical Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jun Zhu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.,Sema4, a Mount Sinai Venture, Stamford, Connecticut
| | - Emanuela Taioli
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, New York.
| | - William K Oh
- Division of Hematology and Medical Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
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14
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Graber JM, Harris G, Black K, Lucchini RG, Giuliano AR, Dasaro CR, Shapiro M, Steinberg MB, Crane MA, Moline JM, Harrison DJ, Luft BJ, Todd AC, Udasin IG. Excess HPV-related head and neck cancer in the world trade center health program general responder cohort. Int J Cancer 2019; 145:1504-1509. [PMID: 30556136 DOI: 10.1002/ijc.32070] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 11/17/2018] [Accepted: 11/28/2018] [Indexed: 01/14/2023]
Abstract
The World Trade Center (WTC) attacks exposed rescue and recovery workers to a complex mix of toxicants, including carcinogens. our study compared site-specific cancer incidence of head and neck cancers (HNC) from 2003 through 2012 among 33,809 consented WTC General Responder Cohort (GRC) members to the New Jersey State Cancer Registry, using standardized incidence ratios (SIRs). HNC grouped using SEER ICD-O-3 codes into HPV-related (oropharyngeal) and non-related (other oral-nasal; laryngeal) tumors based on anatomical site. For the 73 GRC members identified with HNC, proportional hazard regression assessed the relationship between WTC exposure and other socio-demographic characteristics. An overall excess of HNC was not observed (SIR = 1.00, 95% CI: 0.78, 1.25) but excess cancer was seen in the latest observation period (2009-2012: SIR = 1.4; 95% CI: 1.01, 1.89). A similar temporal pattern was seen for HPV-related oropharyngeal cancer and laryngeal cancer, but not for non-HPV-related sites (oral-nasal cancer). HNC was significantly associated with increasing age (8% per year, 95% CI: 5%, 12%), non-Hispanic white ethnic group-ethnicity (hazard ratio (HR) = 3.51, 95 CI: 1.49, 8.27); there was a borderline association with the 9/11 occupation of military/protective services vs. others (HR = 1.83 95% CI: 0.99, 3.38; p = 0.0504). Caution is needed in interpreting these results given the small number of cases, potential for surveillance bias, and long latency for most cancers. Our findings highlight the need to examine the potentially carcinogenic effects of WTC exposure in the context of other strong risk factors, and the need for continued medical monitoring of WTC responders.
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Affiliation(s)
- Judith M Graber
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, United States
| | - Gerald Harris
- Rutgers, The State University of New Jersey, Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Kathleen Black
- Clinical Research and Occupational Medicine, Rutgers, The State University of New Jersey, Occupational Health Sciences Institute (EOHSI), Piscataway, NJ, United States
| | - Roberto G Lucchini
- Icahn School of Medicine at Mount Sinai, Environmental Medicine and Public Health, New York City, NY, United States
| | - Anna R Giuliano
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Research Institute, Tampa, FL, United States
| | - Christopher R Dasaro
- Icahn School of Medicine at Mount Sinai, Environmental Medicine and Public Health, New York City, NY, United States
| | - Moshe Shapiro
- Icahn School of Medicine at Mount Sinai, Environmental Medicine and Public Health, New York City, NY, United States
| | - Michael B Steinberg
- Division of General Internal Medicine, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, United States
| | - Michael A Crane
- Icahn School of Medicine at Mount Sinai, Environmental Medicine and Public Health, New York City, NY, United States
| | - Jacqueline M Moline
- Hofstra Northwell School of Medicine at Hofstra University, Occupational Medicine, Epidemiology and Prevention, Hempstead, NY, United States
| | - Denise J Harrison
- Bellevue Hospital Center/New York University School of Medicine, Environmental Medicine, New York City, NY, United States
| | - Benjamin J Luft
- Stony Brook University Medical Center, Department of Medicine, Stony Brook, NY, United States
| | - Andrew C Todd
- Icahn School of Medicine at Mount Sinai Tisch Cancer Institute, Environmental Medicine and Public Health, New York City, NY, United States
| | - Iris G Udasin
- Clinical Research and Occupational Medicine, Rutgers, The State University of New Jersey, Occupational Health Sciences Institute (EOHSI), Piscataway, NJ, United States
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15
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Yung J, Li J, Jordan HT, Cone JE. Prevalence of and factors associated with mammography and prostate-specific antigen screening among World Trade Center Health Registry enrollees, 2015-2016. Prev Med Rep 2018; 11:81-88. [PMID: 29984143 PMCID: PMC6030231 DOI: 10.1016/j.pmedr.2018.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 03/27/2018] [Accepted: 05/05/2018] [Indexed: 11/29/2022] Open
Abstract
To compare the prevalence of mammography and prostate-specific antigen (PSA) testing in 9/11-exposed persons with the prevalence among the US population, and examine the association between 9/11 exposures and these screening tests using data from the World Trade Center Health Registry (WTCHR) cohort. We studied 8190 female and 13,440 male enrollees aged ≥40 years at survey completion (2015–2016), who had a medical visit during the preceding year, had no self-reported breast or prostate cancer, and did not have screening for non-routine purposes. We computed age-specific prevalence of mammography (among women) and PSA testing (among men), and compared to the general population using 2015 National Health Interview Survey data (NHIS). We also computed the adjusted prevalence ratio (PR) and 95% confidence interval (95% CI) to examine the relationship between 9/11 exposures and screening uptakes using modified Poisson regression. Our enrollees had higher prevalences of mammogram and PSA testing than the US general population. 9/11 exposure was not associated with mammography uptake. Proximity to the WTC at the time of the attacks was associated with PSA testing in the age 60–74 group (PR = 1.06; 95% CI = 1.00–1.12). Among rescue/recovery workers and volunteers (RRW), being a firefighter was associated with higher PSA testing than other RRW across all age groups (40–49: PR = 1.45, 95% CI 1.16–1.81; 50–59: PR = 1.33, 95% CI 1.22–1.44; 60–74: PR = 1.14, 95% CI 1.06–1.23). Screening activities should be considered when studying cancer incidence and mortality in 9/11 exposed populations. Prevalence of breast and prostate cancer screening was higher than the U.S. population. World Trade Center exposure was not associated with breast cancer screening. Firefighters had higher PSA testing than other type of rescue and recovery workers.
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Affiliation(s)
- Janette Yung
- New York City Department of Health and Mental Hygiene, World Trade Center Health Registry, New York, NY, United States
| | - Jiehui Li
- New York City Department of Health and Mental Hygiene, World Trade Center Health Registry, New York, NY, United States
| | - Hannah T Jordan
- New York City Department of Health and Mental Hygiene, World Trade Center Health Registry, New York, NY, United States
| | - James E Cone
- New York City Department of Health and Mental Hygiene, World Trade Center Health Registry, New York, NY, United States
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16
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Bello GA, Teitelbaum SL, Lucchini RG, Dasaro CR, Shapiro M, Kaplan JR, Crane MA, Harrison DJ, Luft BJ, Moline JM, Udasin IG, Todd AC. Assessment of cumulative health risk in the World Trade Center general responder cohort. Am J Ind Med 2018; 61:63-76. [PMID: 29148090 DOI: 10.1002/ajim.22786] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2017] [Indexed: 11/10/2022]
Abstract
BACKGROUND Multiple comorbidities have been reported among rescue/recovery workers responding to the 9/11/2001 WTC disaster. In this study, we developed an index that quantifies the cumulative physiological burden of comorbidities and predicts life expectancy in this cohort. METHODS A machine learning approach (gradient boosting) was used to model the relationship between mortality and several clinical parameters (laboratory test results, blood pressure, pulmonary function measures). This model was used to construct a risk index, which was validated by assessing its association with a number of health outcomes within the WTC general responder cohort. RESULTS The risk index showed significant associations with mortality, self-assessed physical health, and onset of multiple chronic conditions, particularly COPD, hypertension, asthma, and sleep apnea. CONCLUSION As an aggregate of several clinical parameters, this index serves as a cumulative measure of physiological dysregulation and could be utilized as a prognostic indicator of life expectancy and morbidity risk.
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Affiliation(s)
- Ghalib A. Bello
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Susan L. Teitelbaum
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Roberto G. Lucchini
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Christopher R. Dasaro
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Moshe Shapiro
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Julia R. Kaplan
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Michael A. Crane
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
| | - Denise J. Harrison
- Department of Environmental Medicine; Bellevue Hospital Center/New York University School of Medicine; New York New York
| | - Benjamin J. Luft
- Department of Medicine; Stony Brook University Medical Center; Stony Brook New York
| | - Jacqueline M. Moline
- Department of Occupational Medicine, Epidemiology and Prevention; Hofstra Northwell School of Medicine at Hofstra University; Hempstead New York
| | - Iris G. Udasin
- Environmental and Occupational Health Sciences Institute; Robert Wood Johnson Medical Center; Piscataway New Jersey
| | - Andrew C. Todd
- Department of Environmental Medicine and Public Health; Icahn School of Medicine at Mount Sinai; New York New York
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