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Tomlinson MM, Pugh F, Nail AN, Newton JD, Udoh K, Abraham S, Kavalukas S, Guinn B, Tamimi RM, Laden F, Iyer HS, States JC, Ruther M, Ellis CT, DuPré NC. Heavy-metal associated breast cancer and colorectal cancer hot spots and their demographic and socioeconomic characteristics. Cancer Causes Control 2024; 35:1367-1381. [PMID: 38916703 PMCID: PMC11461597 DOI: 10.1007/s10552-024-01894-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 06/01/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE Cancer registries offer an avenue to identify cancer clusters across large populations and efficiently examine potential environmental harms affecting cancer. The role of known metal carcinogens (i.e., cadmium, arsenic, nickel, chromium(VI)) in breast and colorectal carcinogenesis is largely unknown. Historically marginalized communities are disproportionately exposed to metals, which could explain cancer disparities. We examined area-based metal exposures and odds of residing in breast and colorectal cancer hotspots utilizing state tumor registry data and described the characteristics of those living in heavy metal-associated cancer hotspots. METHODS Breast and colorectal cancer hotspots were mapped across Kentucky, and area-based ambient metal exposure to cadmium, arsenic, nickel, and chromium(VI) were extracted from the 2014 National Air Toxics Assessment for Kentucky census tracts. Among colorectal cancer (n = 56,598) and female breast cancer (n = 77,637) diagnoses in Kentucky, we used logistic regression models to estimate Odds Ratios (ORs) and 95% Confidence Intervals to examine the association between ambient metal concentrations and odds of residing in cancer hotspots, independent of individual-level and neighborhood risk factors. RESULTS Higher ambient metal exposures were associated with higher odds of residing in breast and colorectal cancer hotspots. Populations in breast and colorectal cancer hotspots were disproportionately Black and had markers of lower socioeconomic status. Furthermore, adjusting for age, race, tobacco and neighborhood factors did not significantly change cancer hotspot ORs for ambient metal exposures analyzed. CONCLUSION Ambient metal exposures contribute to higher cancer rates in certain geographic areas that are largely composed of marginalized populations. Individual-level assessments of metal exposures and cancer disparities are needed.
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Affiliation(s)
- Madeline M Tomlinson
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA
| | - Felicia Pugh
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA
- Louisville Metro Department of Public Health and Wellness, Center for Health Equity, Louisville, KY, USA
| | - Alexandra N Nail
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Johnnie D Newton
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA
| | - Karen Udoh
- Department of Surgery, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Stephie Abraham
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA
| | - Sandy Kavalukas
- Department of Surgery, School of Medicine, University of Louisville, Louisville, KY, USA
| | - Brian Guinn
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA
| | - Rulla M Tamimi
- Department of Population Health Sciences, Weill Cornell Medical, New York, NY, USA
| | - Francine Laden
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology and Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Hari S Iyer
- Section of Cancer Epidemiology and Health Outcomes, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - J Christopher States
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, Louisville, KY, USA
- Center for Integrative Environmental Health Sciences, University of Louisville, Louisville, KY, USA
| | - Matthew Ruther
- Department of Urban and Public Affairs, College of Arts and Sciences, University of Louisville, Louisville, KY, USA
| | - C Tyler Ellis
- Department of Surgery, School of Medicine, University of Louisville, Louisville, KY, USA
- Center for Integrative Environmental Health Sciences, University of Louisville, Louisville, KY, USA
| | - Natalie C DuPré
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, 485 E Gray St, Louisville, KY, 40202, USA.
- Center for Integrative Environmental Health Sciences, University of Louisville, Louisville, KY, USA.
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Zimta AA, Cenariu D, Tigu AB, Moldovan C, Jurj A, Pirlog R, Pop C, Gurzau ES, Fischer-Fodor E, Pop L, Braicu C, Berindan-Neagoe I. Differential effect of the duration of exposure on the carcinogenicity of cadmium in MCF10A mammary epithelial cells. Food Chem Toxicol 2024; 186:114523. [PMID: 38382870 DOI: 10.1016/j.fct.2024.114523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 02/16/2024] [Accepted: 02/17/2024] [Indexed: 02/23/2024]
Abstract
The carcinogenic role of cadmium (Cd2+) in breast cancer is still debatable. Current data points to duration of exposure as the most important element. In our study, we designed an in vitro model to investigate the effects of 3 weeks versus 6 weeks of low-level CdCl2 exposure on MCF10A cells. Our results demonstrated that after 3 weeks of CdCl2 exposure the cells displayed significant changes in the DNA integrity, but there was no development of malignant features. Interestingly, after 6 weeks of exposure, the cells significantly increased their invasion, migration and colony formation capacities. Additionally, MCF10A cells exposed for 6 weeks to CdCl2 had many dysregulated genes (4905 up-regulated and 4262 down-regulated). As follows, Cd-induced phenotypical changes are accompanied by a profound modification of the transcriptomic landscape. Furthermore, the molecular alterations driving carcinogenesis in MCF10A cells exposed to CdCl2 were found to be influenced by the duration of exposure, as in the case of MEG8. This long non-coding RNA was down-regulated at 3 weeks, but up-regulated at 6 weeks of exposure. In conclusion, even very low levels of Cd (0.5 μM) can have significant carcinogenic effects on breast cells in the case of subchronic exposure.
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Affiliation(s)
- Alina-Andreea Zimta
- MedFuture-Research Center for Advanced Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 4-6 Louis Pasteur Street, Cluj-Napoca, Romania; Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania.
| | - Diana Cenariu
- MedFuture-Research Center for Advanced Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 4-6 Louis Pasteur Street, Cluj-Napoca, Romania
| | - Adrian Bogdan Tigu
- MedFuture-Research Center for Advanced Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 4-6 Louis Pasteur Street, Cluj-Napoca, Romania
| | - Cristian Moldovan
- MedFuture-Research Center for Advanced Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 4-6 Louis Pasteur Street, Cluj-Napoca, Romania
| | - Ancuta Jurj
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania
| | - Radu Pirlog
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania
| | - Cristian Pop
- Environmental Health Center, 58 Busuiocului Street, 400240, Cluj-Napoca, Romania
| | - Eugen S Gurzau
- Environmental Health Center, 58 Busuiocului Street, 400240, Cluj-Napoca, Romania; Cluj School of Public Health, College of Political, Administrative and Communication Sciences, Babes-Bolyai University, 7 Pandurilor Street, Cluj-Napoca, Romania
| | - Eva Fischer-Fodor
- Tumour Biology Department, The Oncology Institute "Prof. Dr. Ion Chiricuţă", 34-36 Republicii Street, Cluj-Napoca, Romania
| | - Laura Pop
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania
| | - Cornelia Braicu
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania
| | - Ioana Berindan-Neagoe
- Research Center for Functional Genomics, Biomedicine and Translational Medicine, "Iuliu Haţieganu" University of Medicine and Pharmacy, 23 Marinescu Street, Cluj-Napoca, Romania
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Florez-Garcia VA, Guevara-Romero EC, Hawkins MM, Bautista LE, Jenson TE, Yu J, Kalkbrenner AE. Cadmium exposure and risk of breast cancer: A meta-analysis. ENVIRONMENTAL RESEARCH 2023; 219:115109. [PMID: 36563983 PMCID: PMC9957608 DOI: 10.1016/j.envres.2022.115109] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 11/28/2022] [Accepted: 12/17/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Cadmium is a heavy metal with carcinogenic properties, highly prevalent in industrialized areas worldwide. Prior reviews evaluating whether cadmium influences breast cancer have been inconclusive and not reflected several recent studies. OBJECTIVE To evaluate the association between cadmium exposure and female breast cancer incidence, with an emphasis on separately estimating dietary vs. airborne vs. biomarker measures of cadmium and studies published until October 2022. METHODS We evaluated risk of bias using set criteria and excluded one study judged to have high risk based on self-report of breast cancer and insufficient adjustment. We conducted a random effects meta-analysis of epidemiological studies, including subgroups by exposure route and by menopausal status. RESULTS A total of 17 studies were eligible for our meta-analysis. Only 2 studies addressed airborne cadmium directly. Breast cancer risk was elevated in women exposed to higher levels of cadmium across all studies - pooled odds ratio: 1.13 (95% confidence interval: 1.00, 1.28), with notable heterogeneity between studies (I2 = 77%). When examining separately by exposure route, dietary cadmium was not linked with an elevated risk - (OR: 1.05; 95%CI: 0.91, 1.21; I2 = 69%), consistent with prior reviews, but biomarker-based studies showed an elevated but non-significant pooled measure (OR: 1.37; 95%CI: 0.96, 1.94; I2 = 84%). We did not observe any clear patterns of different risk by menopausal status. CONCLUSION Findings from our meta-analysis suggest that exposure to higher cadmium increases the risk of breast cancer in women, but with remaining questions about whether non-dietary exposure may be more risky or whether residual confounding by constituents of tobacco smoke may be at play.
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Affiliation(s)
- V A Florez-Garcia
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA; Department of Public Health. Universidad Del Norte, Barranquilla. Colombia.
| | - E C Guevara-Romero
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA
| | - M M Hawkins
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA; Public Health. Carroll University College of Health Sciences. 100 N East Ave, Waukesha, WI, 53186, USA
| | - L E Bautista
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin, 610 Walnut Street, WARF 703, Madison, WI, 53726-2397, USA
| | - T E Jenson
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA
| | - J Yu
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA
| | - A E Kalkbrenner
- Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 5321, USA
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Zhang L, Wang Y, Song M, Chang A, Zhuo W, Zhu Y. Fibronectin 1 as a Key Gene in the Genesis and Progression of Cadmium-Related Bladder Cancer. Biol Trace Elem Res 2022:10.1007/s12011-022-03510-1. [PMID: 36471209 DOI: 10.1007/s12011-022-03510-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
Exposure to cadmium (Cd), a non-essential heavy metal, leads to the malignant transformation of urothelial cells and promotes bladder cancer (BC) development, but the mechanisms are unclear. Therefore, we aimed to explore the possible molecules associated with Cd-related BC. By analyzing and mining biological big data in public databases, we screened genes associated with the malignant transformation of uroepithelial cells caused by Cd and further screened the key gene associated with BC prognosis from these genes. The possible roles of the key gene in BC progression were then further explored through biological big data analysis and cellular experiments. Data mining yielded a total of 387 malignant transformation-related genes, which were enriched in multiple cancer-related signaling pathways, such as cytokine-cytokine receptor interaction, Toll-like receptor signaling pathway, and Jak-STAT signaling pathway. Further screening identified Fibronectin 1 (FN1) as the key gene. High expression of FN1 was associated with the advanced pathologic stage, T stage, N stage, and M stage and predicted an unfavorable outcome in BC patients. FN1 expression was positively associated with the infiltration of several types of immune cells, particularly tumor-associated macrophages and cancer-associated fibroblasts. Overexpression of FN1 could be detected in Cd-treated urothelial cells and BC cell lines. Interestingly, silencing of FN1 impaired the proliferation and invasive capacity of BC cells. In conclusion, the present study provides new insight into the mechanism of Cd-related BC. FN1 might be a prognostic marker and therapeutic target for BC. Future studies are needed to confirm these results.
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Affiliation(s)
- Liang Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
- Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Yan Wang
- Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Minghan Song
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Aoshuang Chang
- Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Wenlei Zhuo
- Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Yi Zhu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China.
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Galvez-Fernandez M, Sanchez-Saez F, Domingo-Relloso A, Rodriguez-Hernandez Z, Tarazona S, Gonzalez-Marrachelli V, Grau-Perez M, Morales-Tatay JM, Amigo N, Garcia-Barrera T, Gomez-Ariza JL, Chaves FJ, Garcia-Garcia AB, Melero R, Tellez-Plaza M, Martin-Escudero JC, Redon J, Monleon D. Gene-environment interaction analysis of redox-related metals and genetic variants with plasma metabolic patterns in a general population from Spain: The Hortega Study. Redox Biol 2022; 52:102314. [PMID: 35460952 PMCID: PMC9048061 DOI: 10.1016/j.redox.2022.102314] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 04/06/2022] [Accepted: 04/11/2022] [Indexed: 12/26/2022] Open
Abstract
Background Limited studies have evaluated the joint influence of redox-related metals and genetic variation on metabolic pathways. We analyzed the association of 11 metals with metabolic patterns, and the interacting role of candidate genetic variants, in 1145 participants from the Hortega Study, a population-based sample from Spain. Methods Urine antimony (Sb), arsenic, barium (Ba), cadmium (Cd), chromium (Cr), cobalt (Co), molybdenum (Mo) and vanadium (V), and plasma copper (Cu), selenium (Se) and zinc (Zn) were measured by ICP-MS and AAS, respectively. We summarized 54 plasma metabolites, measured with targeted NMR, by estimating metabolic principal components (mPC). Redox-related SNPs (N = 291) were measured by oligo-ligation assay. Results In our study, the association with metabolic principal component (mPC) 1 (reflecting non-essential and essential amino acids, including branched chain, and bacterial co-metabolism versus fatty acids and VLDL subclasses) was positive for Se and Zn, but inverse for Cu, arsenobetaine-corrected arsenic (As) and Sb. The association with mPC2 (reflecting essential amino acids, including aromatic, and bacterial co-metabolism) was inverse for Se, Zn and Cd. The association with mPC3 (reflecting LDL subclasses) was positive for Cu, Se and Zn, but inverse for Co. The association for mPC4 (reflecting HDL subclasses) was positive for Sb, but inverse for plasma Zn. These associations were mainly driven by Cu and Sb for mPC1; Se, Zn and Cd for mPC2; Co, Se and Zn for mPC3; and Zn for mPC4. The most SNP-metal interacting genes were NOX1, GSR, GCLC, AGT and REN. Co and Zn showed the highest number of interactions with genetic variants associated to enriched endocrine, cardiovascular and neurological pathways. Conclusions Exposures to Co, Cu, Se, Zn, As, Cd and Sb were associated with several metabolic patterns involved in chronic disease. Carriers of redox-related variants may have differential susceptibility to metabolic alterations associated to excessive exposure to metals. In a population-based sample, cobalt, copper, selenium, zinc, arsenic, cadmium and antimony exposures were related to some metabolic patterns. Carriers of redox-related variants displayed differential susceptibility to metabolic alterations associated to excessive metal exposures. Cobalt and zinc showed a number of statistical interactions with variants from genes sharing biological pathways with a role in chronic diseases. The metabolic impact of metals combined with variation in redox-related genes might be large in the population, given metals widespread exposure.
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Affiliation(s)
- Marta Galvez-Fernandez
- Department of Preventive Medicine and Microbiology, Universidad Autónoma de Madrid, Madrid, Spain; Department of Preventive Medicine, Hospital Universitario Severo Ochoa, Madrid, Spain; Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain
| | - Francisco Sanchez-Saez
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Department of Statistics and Operational Research, University of Valencia, Valencia, Spain
| | - Arce Domingo-Relloso
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain; Department of Statistics and Operational Research, University of Valencia, Valencia, Spain; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, USA
| | - Zulema Rodriguez-Hernandez
- Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain; Department of Biotechnology, Universitat Politècnica de València, Valencia, Spain
| | - Sonia Tarazona
- Applied Statistics and Operations Research and Quality Politècnica de València, Valencia, Spain
| | - Vannina Gonzalez-Marrachelli
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Department of Physiology, University of Valencia, Valencia, Spain
| | - Maria Grau-Perez
- Department of Preventive Medicine and Microbiology, Universidad Autónoma de Madrid, Madrid, Spain; Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Department of Statistics and Operational Research, University of Valencia, Valencia, Spain
| | - Jose M Morales-Tatay
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Department of Pathology University of Valencia, Valencia, Spain
| | - Nuria Amigo
- Biosfer Teslab, Reus, Spain; Department of Basic Medical Sciences, University Rovira I Virgili, Reus, Spain; Center for Diabetes and Associated Metabolic Diseases (CIBERDEM), Madrid, Spain
| | - Tamara Garcia-Barrera
- Research Center for Natural Resources, Health and the Environment (RENSMA), Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Huelva, Spain
| | - Jose L Gomez-Ariza
- Research Center for Natural Resources, Health and the Environment (RENSMA), Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Huelva, Spain
| | - F Javier Chaves
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Center for Diabetes and Associated Metabolic Diseases (CIBERDEM), Madrid, Spain
| | - Ana Barbara Garcia-Garcia
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Center for Diabetes and Associated Metabolic Diseases (CIBERDEM), Madrid, Spain
| | - Rebeca Melero
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain
| | - Maria Tellez-Plaza
- Department of Preventive Medicine and Microbiology, Universidad Autónoma de Madrid, Madrid, Spain; Integrative Epidemiology Group, Department of Chronic Diseases Epidemiology, National Center for Epidemiology, Carlos III Health Institute, Madrid, Spain; Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain.
| | - Juan C Martin-Escudero
- Department of Internal Medicine, Hospital Universitario Rio Hortega, University of Valladolid, Valladolid, Spain
| | - Josep Redon
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain
| | - Daniel Monleon
- Institute for Biomedical Research, Hospital Clinic of Valencia (INCLIVA), Valencia, Spain; Department of Pathology University of Valencia, Valencia, Spain; Center for Biomedical Research Network on Frailty and Health Aging (CIBERFES), Madrid, Spain
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Kateryna T, Monika L, Beata J, Joanna R, Edyta R, Marcin B, Agnieszka KW, Ewa J. Cadmium and breast cancer – current state and research gaps in the underlying mechanisms. Toxicol Lett 2022; 361:29-42. [DOI: 10.1016/j.toxlet.2022.03.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/04/2022] [Accepted: 03/17/2022] [Indexed: 01/02/2023]
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Filippini T, Wise LA, Vinceti M. Cadmium exposure and risk of diabetes and prediabetes: A systematic review and dose-response meta-analysis. ENVIRONMENT INTERNATIONAL 2022; 158:106920. [PMID: 34628255 DOI: 10.1016/j.envint.2021.106920] [Citation(s) in RCA: 80] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 10/02/2021] [Accepted: 10/04/2021] [Indexed: 05/22/2023]
Abstract
BACKGROUND Cadmium exposure has been associated with increased diabetes risk in several studies, though there is still considerable debate about the magnitude and shape of the association. OBJECTIVE To perform a systematic review and meta-analysis of observational studies investigating the relation between cadmium exposure and risk of type 2 diabetes and prediabetes, and to summarize data on the magnitude and shape of the association. DATA SOURCE After conducting an online literature search through October 1, 2021, we identified 42 eligible studies investigating the association between cadmium exposure and risk of diabetes and prediabetes. STUDY ELIGIBILITY CRITERIA We included studies that assessed cadmium exposure through biomarker levels; examined type 2 diabetes or prediabetes among outcomes; and reported effect estimates for cadmium exposure for meta-analysis only. STUDY APPRAISAL AND SYNTHESIS METHODS Studies were evaluated using ROBINS-E risk of bias tool. We quantitively assessed the relation between exposure and study outcomes using one-stage dose-response meta-analysis with a random effects meta-analytical model. RESULTS In the meta-analysis, comparing highest-versus-lowest cadmium exposure levels, summary relative risks (RRs) for type 2 diabetes were 1.24 (95% confidence interval 0.96-1.59), 1.21 (1.00-1.45), and 1.47 (1.01-2.13) for blood, urinary, and toenail matrices, respectively. Similarly, there was an increased risk of prediabetes for cadmium concentrations in both urine (RR = 1.41, 95% CI: 1.15-1.73) and blood (RR = 1.38, 95% CI: 1.16-1.63). In the dose-response meta-analysis, we observed a consistent linear positive association between cadmium exposure and diabetes risk, with RRs of 1.25 (0.90-1.72) at 2.0 µg/g of creatinine. Conversely for blood cadmium, diabetes risk appeared to increase only above 1 µg/L. Prediabetes risk increased up to approximately 2 µg/g creatinine above which it reached a plateau with RR of 1.42 (1.12-1.76) at 2 µg/g creatinine. LIMITATIONS AND CONCLUSIONS This analysis provides moderate-certainty evidence for a positive association between cadmium exposure (measured in multiple matrices) and risk of both diabetes and prediabetes.
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Affiliation(s)
- Tommaso Filippini
- Environmental, Genetic and Nutritional Epidemiology Research Center (CREAGEN), Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, USA
| | - Marco Vinceti
- Environmental, Genetic and Nutritional Epidemiology Research Center (CREAGEN), Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy; Department of Epidemiology, Boston University School of Public Health, Boston, USA.
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8
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Liang Y, Yi L, Deng P, Wang L, Yue Y, Wang H, Tian L, Xie J, Chen M, Luo Y, Yu Z, Pi H, Zhou Z. Rapamycin antagonizes cadmium-induced breast cancer cell proliferation and metastasis through directly modulating ACSS2. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2021; 224:112626. [PMID: 34411822 DOI: 10.1016/j.ecoenv.2021.112626] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 08/02/2021] [Accepted: 08/08/2021] [Indexed: 06/13/2023]
Abstract
Cadmium (Cd) is a carcinogen that stimulates breast cancer (BC) progression. Rapamycin is a macrolide antibiotic produced by Streptomyces hygroscopicus that possesses a wide array of pharmacological activities, including anti-BC activity. However, the effects of rapamycin on Cd-increased BC progression and the underlying mechanism have not been fully elucidated. Here, we hypothesize that rapamycin antagonizes Cd-induced BC cell proliferation and metastasis by directly modulating ACSS2. In this study, we found that rapamycin efficiently inhibited Cd-induced proliferation, invasion and migration in MCF-7 and T47-D cells. Moreover, a surface plasmon resonance (SPR) assay confirmed that rapamycin directly binds to the ACSS2 protein with a calculated equilibrium dissociation constant (KD) of 18.3 μM. Molecular docking showed that there are three binding sites in the ACSS2 protein and that rapamycin binds at the coenzyme A (COA) binding site with a docking score of - 12.26 and a binding free energy of - 26.34 kcal/mol. More importantly, rapamycin suppresses Cd-induced BC progression by activating ACSS2. After cells were cotreated with an ACSS2 inhibitor, the effects of rapamycin were abolished. In conclusion, our findings suggest that rapamycin suppresses Cd-augmented BC progression by upregulating ACSS2, and ACSS2 may serve as a direct target of rapamycin for inhibiting xenobiotic (e.g., Cd)-mediated BC progression.
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Affiliation(s)
- Yidan Liang
- School of Medicine, Guangxi University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Lai Yi
- Department of Hematology, Zhuzhou Hospital Affiliated to Xiangya School of Medicine (Central Hospital of Zhuzhou City), Central South University, Zhuzhou, Hunan, China
| | - Ping Deng
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Liting Wang
- Biomedical Analysis Center, Third Military Medical University, Chongqing, China
| | - Yang Yue
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Hui Wang
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Li Tian
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Jia Xie
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Mengyan Chen
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Yan Luo
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Zhengping Yu
- School of Medicine, Guangxi University, Nanning, Guangxi Zhuang Autonomous Region, China; Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China
| | - Huifeng Pi
- Department of Occupational Health (Key Laboratory of Electromagnetic Radiation Protection, Ministry of Education), Third Military Medical University, Chongqing, China.
| | - Zhou Zhou
- School of Medicine, Guangxi University, Nanning, Guangxi Zhuang Autonomous Region, China; Department of Environmental Medicine, School of Public Health, and Department of Emergency Medicine, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China.
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