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Bellamri M, Yao L, Tomar R, Vartanian V, Rizzo CJ, Stone MP, Groopman JD, Lloyd RS, Turesky RJ. Mass Spectrometry-Based Method to Measure Aflatoxin B 1 DNA Adducts in Formalin-Fixed Paraffin-Embedded Tissues. Chem Res Toxicol 2024; 37:633-642. [PMID: 38498000 DOI: 10.1021/acs.chemrestox.4c00005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Aflatoxin B1 (AFB1) is a potent human liver carcinogen produced by certain molds, particularly Aspergillus flavus and Aspergillus parasiticus, which contaminate peanuts, corn, rice, cottonseed, and ground and tree nuts, principally in warm and humid climates. AFB1 undergoes bioactivation in the liver to produce AFB1-exo-8,9-epoxide, which forms the covalently bound cationic AFB1-N7-guanine (AFB1-N7-Gua) DNA adduct. This adduct is unstable and undergoes base-catalyzed opening of the guanine imidazolium ring to form two ring-opened diastereomeric 8,9-dihydro-8-(2,6-diamino-4-oxo-3,4-dihydropyrimid-5-yl-formamido)-9-hydroxy-aflatoxin B1 (AFB1-FapyGua) adducts. The AFB1 formamidopyrimidine (Fapy) adducts induce G → T transversion mutations and are likely responsible for the carcinogenic effects of AFB1. Quantitative liquid chromatography-mass spectrometry (LC-MS) methods have shown that AFB1-N7-Gua is eliminated in rodent and human urine, whereas ring-opened AFB1-FapyGua adducts persist in rodent liver. However, fresh frozen biopsy tissues are seldom available for biomonitoring AFB1 DNA adducts in humans, impeding research advances in this potent liver carcinogen. In contrast, formalin-fixed paraffin-embedded (FFPE) specimens used for histopathological analysis are often accessible for molecular studies. However, ensuring nucleic acid quality presents a challenge due to incomplete reversal of formalin-mediated DNA cross-links, which can preclude accurate quantitative measurements of DNA adducts. In this study, employing ion trap or high-resolution accurate Orbitrap mass spectrometry, we demonstrate that ring-opened AFB1-FapyGua adducts formed in AFB1-exposed newborn mice are stable to the formalin fixation and DNA de-cross-linking retrieval processes. The AFB1-FapyGua adducts can be detected at levels comparable to those in a match of fresh frozen liver. Orbitrap MS2 measurements can detect AFB1-FapyGua at a quantification limit of 4.0 adducts per 108 bases when only 0.8 μg of DNA is assayed on the column. Thus, our breakthrough DNA retrieval technology can be adapted to screen for AFB1 DNA adducts in FFPE human liver specimens from cohorts at risk of this potent liver carcinogen.
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Affiliation(s)
| | | | - Rachana Tomar
- Department of Chemistry, Vanderbilt Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Vladimir Vartanian
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, Oregon 97239, United States
| | - Carmelo J Rizzo
- Department of Chemistry, Vanderbilt Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Michael P Stone
- Department of Chemistry, Vanderbilt Ingram Cancer Center, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland 21205, United States
| | - R Stephen Lloyd
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, Oregon 97239, United States
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Koshiol J, Zhu B, Wang R, Hildesheim A, Gao YT, Egner PA, Yuan JM, Groopman JD. Association of aflatoxin with gallbladder cancer in a case-control study nested within a Chinese cohort. Int J Cancer 2024; 154:801-806. [PMID: 37840351 PMCID: PMC10841509 DOI: 10.1002/ijc.34755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/16/2023] [Accepted: 08/31/2023] [Indexed: 10/17/2023]
Abstract
We evaluated whether aflatoxin B1 (AFB1 ) exposure was associated with later risk of developing gallbladder cancer (GBC). We measured AFB1 -lysine albumin adducts in baseline samples from the Shanghai Cohort Study of 18 244 men aged 45 to 64 years (recruited 1986-1989). We included 84 GBC cases with sufficient serum and 168 controls matched on age at sample collection, date of blood draw and residence. We calculated adjusted odds ratios (ORs) and 95% confidence intervals (95% CIs) for detectable vs non-detectable AFB1 -lysine albumin adducts and gallbladder cancer. AFB1 -lysine albumin adducts were detected in 50.0% of GBC cases, and risk of GBC was twice as high in those with detectable vs undetectable levels (OR = 2.0, 95% CI = 1.0-3.9). ORs ranged from 1.8 (95% CI = 0.75-4.3) for 0.5 to <1.75 pg/mg vs undetectable adduct levels to 2.2 (95% CI = 0.91-5.6) for >3.36 pg/mg vs undetectable, suggesting a dose-response (Ptrend = .05). When restricted to cases diagnosed before the median time to diagnosis after blood draw (18.4 years), results were similar (OR = 2.2, 95% CI = 0.80-5.8) to those for the entire follow-up duration. The OR was 9.4 (95% CI = 1.7-51.1) for individuals with detectable AFB1 -lysine albumin adducts and self-reported gallstones compared to individuals with neither. Participants with detectable AFB1 -lysine albumin adducts at baseline had increased risk of developing GBC, replicating the previously observed association between AFB1 exposure and providing the first evidence of temporality.
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Affiliation(s)
- Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Bin Zhu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Renwei Wang
- UPMC Hillman Cancer Center & Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Allan Hildesheim
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Patricia A. Egner
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jian-Min Yuan
- UPMC Hillman Cancer Center & Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John D. Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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3
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Caipa Garcia AL, Kucab JE, Al-Serori H, Beck RSS, Bellamri M, Turesky RJ, Groopman JD, Francies HE, Garnett MJ, Huch M, Drost J, Zilbauer M, Arlt VM, Phillips DH. Tissue Organoid Cultures Metabolize Dietary Carcinogens Proficiently and Are Effective Models for DNA Adduct Formation. Chem Res Toxicol 2024; 37:234-247. [PMID: 38232180 PMCID: PMC10880098 DOI: 10.1021/acs.chemrestox.3c00255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 12/21/2023] [Accepted: 01/04/2024] [Indexed: 01/19/2024]
Abstract
Human tissue three-dimensional (3D) organoid cultures have the potential to reproduce in vitro the physiological properties and cellular architecture of the organs from which they are derived. The ability of organoid cultures derived from human stomach, liver, kidney, and colon to metabolically activate three dietary carcinogens, aflatoxin B1 (AFB1), aristolochic acid I (AAI), and 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine (PhIP), was investigated. In each case, the response of a target tissue (liver for AFB1; kidney for AAI; colon for PhIP) was compared with that of a nontarget tissue (gastric). After treatment cell viabilities were measured, DNA damage response (DDR) was determined by Western blotting for p-p53, p21, p-CHK2, and γ-H2AX, and DNA adduct formation was quantified by mass spectrometry. Induction of the key xenobiotic-metabolizing enzymes (XMEs) CYP1A1, CYP1A2, CYP3A4, and NQO1 was assessed by qRT-PCR. We found that organoids from different tissues can activate AAI, AFB1, and PhIP. In some cases, this metabolic potential varied between tissues and between different cultures of the same tissue. Similarly, variations in the levels of expression of XMEs were observed. At comparable levels of cytotoxicity, organoids derived from tissues that are considered targets for these carcinogens had higher levels of adduct formation than a nontarget tissue.
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Affiliation(s)
- Angela L. Caipa Garcia
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
| | - Jill E. Kucab
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
| | - Halh Al-Serori
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
| | - Rebekah S. S. Beck
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
| | - Madjda Bellamri
- Department
of Medicinal Chemistry, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Robert J. Turesky
- Department
of Medicinal Chemistry, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - John D. Groopman
- Department
of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205, United States
| | | | | | - Meritxell Huch
- Max
Planck Institute of Molecular Cell Biology and Genetics, 01307 Dresden, Germany
| | - Jarno Drost
- Princess
Máxima Center for Pediatric Oncology, Oncode Institute, 3584
CS Utrecht, The Netherlands
| | - Matthias Zilbauer
- Department
of Paediatrics, University of Cambridge, Cambridge CB2 0QQ, U.K.
| | - Volker M. Arlt
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
| | - David H. Phillips
- Department
of Analytical, Environmental and Forensic Sciences, School of Cancer
& Pharmaceutical Sciences, King’s
College London, London SE1 9NH, U.K.
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Monge A, Romero M, Groopman JD, McGlynn KA, Santiago-Ruiz L, Villalpando-Hernández S, Mannan R, Burke SM, Remes-Troche JM, Lajous M. Aflatoxin exposure in adults in southern and eastern Mexico in 2018: A descriptive study. Int J Hyg Environ Health 2023; 253:114249. [PMID: 37672956 PMCID: PMC10538954 DOI: 10.1016/j.ijheh.2023.114249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/08/2023] [Accepted: 08/24/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVE To estimate the frequency of detection and levels of aflatoxin B1-lysine adduct (AFB1-lys), an important hepatocellular carcinoma (HCC) risk factor, in eastern and southern Mexico. MATERIALS AND METHODS We determined serum AFB1-lys using mass spectrometry in a representative sample of 952 adults (weighted n = 7,493,354) from five states (Campeche, Chiapas, Tamaulipas, Veracruz and Yucatán) in 2018. We calculated overall and subgroup-specific frequency of detection and 95% confidence intervals (95%CI) and median AFB1-lys levels and quartiles. RESULTS The overall frequency of detection of AFB1-lys was 91.9% (95%CI 88.6, 94.3). The median AFB1-lys level was 0.172 pg/μL (Q1-Q3, 0.060-0.582). Levels differed geographically (median pg/μL, 0.361 for Veracruz and 0.061 for Yucatan) and were higher among men and older individuals. Levels were almost three times higher in rural relative to urban areas (0.317 vs. 0.123 pg/μL). We observed higher AFB1-lys exposure in lower socioeconomic status (SES) level populations. CONCLUSION AFB1-lys frequency of detection was very high and exposure levels were highest in Veracruz, men, rural areas, and among persons of lower SES. Understanding modifiable HCC risk factors in populations with unique epidemiological patterns could inform preventative interventions.
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Affiliation(s)
- Adriana Monge
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
| | - Martín Romero
- Center for Research on Evaluation and Surveys, National Institute of Public Health, Cuernavaca, Mexico
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Luis Santiago-Ruiz
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico
| | | | - Reima Mannan
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Sean M Burke
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | | | - Martín Lajous
- Center for Research on Population Health, National Institute of Public Health, Cuernavaca, Mexico; Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA.
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5
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Matchado A, Smith JW, Schulze KJ, Groopman JD, Kortekangas E, Chaima D, Arnold CD, Maleta K, Ashorn U, Ashorn P, Dewey KG, Stewart CP. Child Aflatoxin Exposure is Associated with Poor Child Growth Outcomes: A Prospective Cohort Study in Rural Malawi. Curr Dev Nutr 2023; 7:101962. [PMID: 37426291 PMCID: PMC10328803 DOI: 10.1016/j.cdnut.2023.101962] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 05/19/2023] [Accepted: 06/07/2023] [Indexed: 07/11/2023] Open
Abstract
Background Aflatoxin (AF) exposure is associated with child growth faltering in cross-sectional studies, with limited findings from longitudinal studies. Objectives To evaluate the relationship between maternal AF B1-lysine adduct concentration, child AF B1-lysine adduct concentration, and child growth in the first 30 mo of life. Methods AF B1-lysine adduct was measured in mother-child dyad plasma samples using isotope dilution mass spectrometry. Using linear regression, we assessed the relationship between AF B1-lysine adduct concentration and child weight, height, and head and mid-upper arm circumferences at 1 wk, 6, 12, 18, 24, and 30 mo of age. Results In adjusted models, maternal prenatal AF B1-lysine adduct (pg/μL) was positively associated with newborn anthropometric outcomes; largest beta coefficients for associations between standardized values were for newborn weight-for-age z-score [β = 0.13; 95% confidence interval (CI): 0.02, 0.24; P < 0.05 and β = 0.11; 95% CI: 0.00, 0.22; P < 0.05 for second and third trimester AF, respectively]. Child AF B1-lysine adduct (pg/μL) at 6 mo was negatively associated with head circumference-for-age z-score at 6, 18, 24, and 30 mo, with beta coefficients ranging from β = -0.15; 95% CI: -0.28, -0.02 to β = -0.17; 95% CI: -0.31, -0.03; P < 0.05); 18-mo AF was negatively associated with anthropometric outcomes at 18, 24, and 30 mo, most consistently with length-for-age z-score (β = -0.18; 95% CI: -0.32, -0.04, β = -0.21; 95% CI: -0.35, -0.07, β = -0.18; 95% CI: -0.32, -0.03 at 18, 24 and 30 mo, respectively). Conclusions Child AF exposure was associated with impaired child growth, but maternal AF exposure was not. Exposure during infancy was linked to persistent deficit in head circumference, implying reduced brain size lasting beyond the age of 2 years. Exposure at 18 mo was linked to persistent linear growth deficit. Further research should elucidate mechanisms through which AF affects child growth.
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Affiliation(s)
- Andrew Matchado
- School of Global and Public Health, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Nutrition, Institute for Global Nutrition, University of California, Davis, CA, United States
| | - Joshua W. Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Kerry J. Schulze
- Department of International Health, Center for Human Nutrition, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - John D. Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Emma Kortekangas
- Center for Child, Adolescent, and Maternal Health Research, Tampere University and Tampere University Hospital, Tampere, Finland
| | - David Chaima
- School of Global and Public Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Charles D. Arnold
- Department of Nutrition, Institute for Global Nutrition, University of California, Davis, CA, United States
| | - Kenneth Maleta
- School of Global and Public Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Ulla Ashorn
- Center for Child, Adolescent, and Maternal Health Research, Tampere University and Tampere University Hospital, Tampere, Finland
| | - Per Ashorn
- Center for Child, Adolescent, and Maternal Health Research, Tampere University and Tampere University Hospital, Tampere, Finland
- Department of Paediatrics, Tampere University Hospital, Tampere, Finland
| | - Kathryn G. Dewey
- Department of Nutrition, Institute for Global Nutrition, University of California, Davis, CA, United States
| | - Christine P. Stewart
- Department of Nutrition, Institute for Global Nutrition, University of California, Davis, CA, United States
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Smith JW, O'Meally RN, Burke SM, Ng DK, Chen JG, Kensler TW, Groopman JD, Cole RN. Global Discovery and Temporal Changes of Human Albumin Modifications by Pan-Protein Adductomics: Initial Application to Air Pollution Exposure. J Am Soc Mass Spectrom 2023; 34:595-607. [PMID: 36939690 DOI: 10.1021/jasms.2c00314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Assessing personal exposure to environmental toxicants is a critical challenge for predicting disease risk. Previously, using human serum albumin (HSA)-based biomonitoring, we reported dosimetric relationships between adducts at HSA Cys34 and ambient air pollutant levels (Smith et al., Chem. Res. Toxicol. 2021, 34, 1183). These results provided the foundation to explore modifications at other sites in HSA to reveal novel adducts of complex exposures. Thus, the Pan-Protein Adductomics (PPA) technology reported here is the next step toward an unbiased, comprehensive characterization of the HSA adductome. The PPA workflow requires <2 μL serum/plasma and uses nanoflow-liquid chromatography, gas-phase fractionation, and overlapping-window data-independent acquisition high-resolution tandem mass spectrometry. PPA analysis of albumin from nonsmoking women exposed to high levels of air pollution uncovered 68 unique location-specific modifications (LSMs) across 21 HSA residues. While nearly half were located at Cys34 (33 LSMs), 35 were detected on other residues, including Lys, His, Tyr, Ser, Met, and Arg. HSA adduct relative abundances spanned a ∼400 000-fold range and included putative products of exogenous (SO2, benzene, phycoerythrobilin) and endogenous (oxidation, lipid peroxidation, glycation, carbamylation) origin, as well as 24 modifications without annotations. PPA quantification revealed statistically significant changes in LSM levels across the 84 days of monitoring (∼3 HSA lifetimes) in the following putative adducts: Cys34 trioxidation, β-methylthiolation, benzaldehyde, and benzene diol epoxide; Met329 oxidation; Arg145 dioxidation; and unannotated Cys34 and His146 adducts. Notably, the PPA workflow can be extended to any protein. Pan-Protein Adductomics is a novel and powerful strategy for untargeted global exploration of protein modifications.
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Affiliation(s)
- Joshua W Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Robert N O'Meally
- Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Sean M Burke
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Derek K Ng
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205, United States
| | - Jian-Guo Chen
- Qidong Liver Cancer Institute, Qidong People's Hospital, Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu 226200, P. R. China
| | - Thomas W Kensler
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, United States
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Robert N Cole
- Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, United States
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Chen C, Patil CL, Mduma ER, Groopman JD, Riley RT, Wu F. Mycotoxins were not associated with environmental enteropathy in a cohort of Tanzanian children. Risk Anal 2023; 43:860-866. [PMID: 35618664 DOI: 10.1111/risa.13956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Enteropathy is a pathophysiological condition characterized by decreased intestinal barrier function and absorption. Past studies have hypothesized that mycotoxins might impair children's growth by causing intestinal enteropathy, including interactions between mycotoxins and pathogens. We investigated the association of two mycotoxins, aflatoxin B1 (AFB1 ) and fumonisin B1 (FB1 ), independently and in conjunction with microbial pathogens, with fecal biomarkers of environmental enteropathy in children. As part of a larger MAL-ED study, 196 children were recruited in Haydom, Tanzania, and followed for the first 36 months of life. The gut inflammation biomarkers myeloperoxidase (MPO), neopterin (NEO), and alpha-1-antitrypsin (A1AT) were analyzed in stool samples at 24 months; with mean concentrations 5332.5 ng/L MPO, 807.2 nmol/L NEO, and 0.18 mg/g A1AT. Forty-eight children were measured for AFB1 -lys, with a mean of 5.30 (95% CI: 3.93-6.66) pg/mg albumin; and 87 were measured for FB1 , with a mean of 1.25 (95% CI: 0.72-1.76) ng/ml urine. Although the pathogens adenovirus and Campylobacter were associated with A1AT (p = 0.049) and NEO (p = 0.004), respectively, no association was observed between aflatoxin (MPO, p = 0.30; NEO, p = 0.08; A1AT, p = 0.24) or fumonisin (MPO, p = 0.38; NEO, p = 0.65; A1AT, p = 0.20) exposure and any gut inflammation biomarkers; nor were interactive effects found between mycotoxins and pathogens in contributing to intestinal enteropathy in this cohort. Although further studies are needed to confirm these results, it is possible that mycotoxins contribute to child growth impairment via mechanisms other than disrupting children's intestinal function.
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Affiliation(s)
- Chen Chen
- School of Public Health, Shandong University, Jinan, China
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA
| | - Crystal L Patil
- Department of Women, Children and Family Health Science, University of Illinois at Chicago, College of Nursing, Chicago, Illinois, USA
| | | | - John D Groopman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ronald T Riley
- Department of Environmental Health Science, University of Georgia, Athens, Georgia, USA
| | - Felicia Wu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA
- Department of Agricultural, Food, and Resource Economics, Michigan State University, East Lansing, Michigan, USA
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8
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Circulating bile acid concentrations and non-alcoholic fatty liver disease in Guatemala. Aliment Pharmacol Ther 2022; 56:321-329. [PMID: 35484638 PMCID: PMC9233027 DOI: 10.1111/apt.16948] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 03/21/2022] [Accepted: 04/12/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is a major liver disease worldwide. Bile acid dysregulation may be a key feature in its pathogenesis and progression. AIMS To characterise the relationship between bile acid levels and NAFLD at the population level METHODS: We conducted a cross-sectional study in Guatemala in 2016 to examine the prevalence of NAFLD. Participants (n = 415) completed questionnaires, donated blood samples and had a brief medical exam. NAFLD was determined by calculation of the fatty liver index. The levels of 15 circulating bile acids were determined by LC-MS/MS. Adjusted prevalence odds ratios (PORadj ) and 95% CI were calculated to examine the relationships between bile acid levels (in tertiles) and NAFLD. RESULTS Persons with NAFLD had significantly higher levels of the conjugated primary bile acids glycocholic acid (GCA) (PORadj T3 vs T1 = 1.85), taurocholic acid (TCA) (PORadj T3 vs T1 = 2.45) and taurochenodeoxycholic acid (TCDCA) (PORadj T3 vs T1 = 2.10), as well as significantly higher levels the unconjugated secondary bile acid, deoxycholic acid (DCA) (PORadj T3 vs T1 = 1.78) and its conjugated form, taurodeoxycholic acid (TDCA) (PORadj T3 vs T1 = 1.81). CONCLUSIONS The bile acid levels of persons with and without NAFLD differed significantly. Among persons with NAFLD, higher levels of the conjugated forms of CA (i.e. GCA, TCA) and the secondary bile acids that derive from CA (i.e. DCA, TDCA) may indicate there is hepatic overproduction of CA, which may affect the liver via aberrant signalling mediated by the bile acids.
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Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Maria F. Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - John D. Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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9
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Letter: is it appropriate to use a fatty liver index >60 as an alternative criterion for non-alcoholic fatty liver disease? Authors' reply. Aliment Pharmacol Ther 2022; 56:378-379. [PMID: 35748850 DOI: 10.1111/apt.17060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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10
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Letter: association of circulating bile acid concentrations and non-alcoholic fatty liver disease-authors' reply. Aliment Pharmacol Ther 2022; 56:374-375. [PMID: 35748838 DOI: 10.1111/apt.17059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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11
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Rivera-Andrade A, Petrick JL, Alvarez CS, Graubard BI, Florio AA, Kroker-Lobos MF, Parisi D, Freedman ND, Lazo M, Guallar E, Groopman JD, Ramirez-Zea M, McGlynn KA. Editorial: higher levels of certain serum bile acids in non-alcoholic fatty liver disease-new insights from Guatemala.Authors' reply. Aliment Pharmacol Ther 2022; 56:361-362. [PMID: 35748846 DOI: 10.1111/apt.17061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Affiliation(s)
- Alvaro Rivera-Andrade
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Jessica L Petrick
- Slone Epidemiology Center, Boston University, Boston, Massachusetts, USA
| | - Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Andrea A Florio
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Maria F Kroker-Lobos
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | | | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Mariana Lazo
- Department of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramirez-Zea
- Institute of Nutrition of Central America and Panama (INCAP) Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
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12
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Lazo M, Xie J, Alvarez CS, Parisi D, Yang S, Rivera-Andrade A, Kroker-Lobos MF, Groopman JD, Guallar E, Ramirez-Zea M, Arking DE, McGlynn KA. Frequency of the PNPLA3 rs738409 polymorphism and other genetic loci for liver disease in a Guatemalan adult population. Liver Int 2022; 42:1470-1474. [PMID: 35365950 PMCID: PMC9241623 DOI: 10.1111/liv.15268] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 03/31/2022] [Indexed: 02/13/2023]
Affiliation(s)
- Mariana Lazo
- Department of Community Health and Prevention, Drexel Dornsife School of Public Health, Philadelphia, PA, 19104, USA,Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA,Division of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Jiaqi Xie
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20850, USA
| | | | - Stephanie Yang
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Alvaro Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Maria F. Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - John D. Groopman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Eliseo Guallar
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Manuel Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Dan E. Arking
- Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD 20850, USA
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13
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Smith JW, Ng DK, Alvarez CS, Egner PA, Burke SM, Chen JG, Kensler TW, Koshiol J, Rivera-Andrade A, Kroker-Lobos MF, Ramírez-Zea M, McGlynn KA, Groopman JD. Assessing the Validity of Normalizing Aflatoxin B1-Lysine Albumin Adduct Biomarker Measurements to Total Serum Albumin Concentration across Multiple Human Population Studies. Toxins (Basel) 2022; 14:toxins14030162. [PMID: 35324659 PMCID: PMC8954427 DOI: 10.3390/toxins14030162] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 01/12/2023] Open
Abstract
The assessment of aflatoxin B1 (AFB1) exposure using isotope-dilution liquid chromatography-mass spectrometry (LCMS) of AFB1-lysine adducts in human serum albumin (HSA) has proven to be a highly productive strategy for the biomonitoring of AFB1 exposure. To compare samples across different individuals and settings, the conventional practice has involved the normalization of raw AFB1-lysine adduct concentrations (e.g., pg/mL serum or plasma) to the total circulating HSA concentration (e.g., pg/mg HSA). It is hypothesized that this practice corrects for technical error, between-person variance in HSA synthesis or AFB1 metabolism, and other factors. However, the validity of this hypothesis has been largely unexamined by empirical analysis. The objective of this work was to test the concept that HSA normalization of AFB1-lysine adduct concentrations effectively adjusts for biological and technical variance and improves AFB1 internal dose estimates. Using data from AFB1-lysine and HSA measurements in 763 subjects, in combination with regression and Monte Carlo simulation techniques, we found that HSA accounts for essentially none of the between-person variance in HSA-normalized (R2 = 0.04) or raw AFB1-lysine measurements (R2 = 0.0001), and that HSA normalization of AFB1-lysine levels with empirical HSA values does not reduce measurement error any better than does the use of simulated data (n = 20,000). These findings were robust across diverse populations (Guatemala, China, Chile), AFB1 exposures (105 range), HSA assays (dye-binding and immunoassay), and disease states (healthy, gallstones, and gallbladder cancer). HSA normalization results in arithmetic transformation with the addition of technical error from the measurement of HSA. Combined with the added analysis time, cost, and sample consumption, these results suggest that it may be prudent to abandon the practice of normalizing adducts to HSA concentration when measuring any HSA adducts—not only AFB1-lys adducts—when using LCMS in serum/plasma.
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Affiliation(s)
- Joshua W. Smith
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Derek K. Ng
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA;
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - Patricia A. Egner
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Sean M. Burke
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
| | - Jian-Guo Chen
- Department of Epidemiology, Qidong Liver Cancer Institute, Qidong 226200, China;
| | - Thomas W. Kensler
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - Alvaro Rivera-Andrade
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - María F. Kroker-Lobos
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - Manuel Ramírez-Zea
- Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City 1188, Guatemala; (A.R.-A.); (M.F.K.-L.); (M.R.-Z.)
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20850, USA; (C.S.A.); (J.K.); (K.A.M.)
| | - John D. Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA; (J.W.S.); (P.A.E.); (S.M.B.); (T.W.K.)
- Correspondence:
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14
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Smith JW, Matchado AJ, Wu LSF, Arnold CD, Burke SM, Maleta KM, Ashorn P, Stewart CP, Shaikh S, Ali H, Labrique AB, West KP, Christian P, Dewey KG, Groopman JD, Schulze KJ. Longitudinal Assessment of Prenatal, Perinatal, and Early-Life Aflatoxin B 1 Exposure in 828 Mother-Child Dyads from Bangladesh and Malawi. Curr Dev Nutr 2022; 6:nzab153. [PMID: 35155983 PMCID: PMC8829025 DOI: 10.1093/cdn/nzab153] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/14/2021] [Accepted: 12/22/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND In utero or early-life exposure to aflatoxin, which contaminates staple crops in disadvantaged settings, may compromise pregnancy and infant outcomes, but investigations into the extent, persistence, and determinants of aflatoxin exposure at these life stages have lacked longitudinal data collection and broad geographic representation. OBJECTIVES Aflatoxin exposure and selected determinants thereof were characterized in mother-child dyads with serial plasma/serum samples in prenatal, perinatal, and early life in Malawi and Bangladesh. METHODS Circulating aflatoxin B1 (AFB1)-lysine albumin adducts were measured in dyads from Bangladesh (n = 573; maternal first and third trimester, 3 mo postpartum, cord blood, infant 24 mo) and Malawi (n = 255; maternal second and third trimester, 6 mo postpartum, infant 6 and 18 mo) with isotope dilution mass spectrometry. We examined AFB1-lysine adduct magnitude, persistence, seasonality, and associations with infant feeding, and estimated daily AFB1 intake. RESULTS Maternal AFB1-lysine was higher in Malawi (98% detectable; median: 0.469, IQR: 0.225-1.027 pg/µL) than in Bangladesh (59%; 0.030, nondetectable [nd]-0.077 pg/µL). Although estimated dietary exposure in Malawi was temporally stable (648 ng AFB1/day), estimated intake in Bangladesh was reduced by 94% between rainy and winter seasons (98 to 6 ng/day). AFB1-lysine was low in cord blood from Bangladesh (15% detectable; 0.045, 0.031-0.088 pg/µL among detectable) and in Malawian infants at 6 mo of age (0.072, nd-0.236 pg/µL), but reached maternal concentrations by 18 or 24 mo (Bangladesh: 0.034, nd-0.063 pg/µL; Malawi: 0.370, 0.195-0.964 pg/µL). In Malawian infants, exclusive breastfeeding at 3 mo was associated with 58% lower AFB1-lysine concentrations at 6 mo compared with other feeding modes (P = 0.010). CONCLUSIONS Among pregnant women, aflatoxin exposure was persistently high in Malawi, while lower and seasonal in Bangladesh. Infants were partially protected from exposure in utero and with exclusive breastfeeding, but exposures reached adult levels by 18-24 mo of age. The Bangladesh and Malawi trials are registered at clinicaltrials.gov as NCT00860470 and NCT01239693.
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Affiliation(s)
- Joshua W Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Andrew J Matchado
- Department of Nutrition and Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Lee S-F Wu
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Charles D Arnold
- Department of Nutrition and Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | - Sean M Burke
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kenneth M Maleta
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Per Ashorn
- Tampere University, Faculty of Medicine and Health Technology, Center for Child, Adolescent and Maternal Health Research and Tampere University Hospital, Department of Pediatrics, Tampere, Finland
| | - Christine P Stewart
- Department of Nutrition and Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | - Saijuddin Shaikh
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- The JiVitA Project of Johns Hopkins University, Bangladesh, Gaibandha, Bangladesh
| | - Hasmot Ali
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- The JiVitA Project of Johns Hopkins University, Bangladesh, Gaibandha, Bangladesh
| | - Alain B Labrique
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Keith P West
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Parul Christian
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kathryn G Dewey
- Department of Nutrition and Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kerry J Schulze
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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15
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Alvarez CS, Rivera‐Andrade A, Kroker‐Lobos MF, Florio AA, Smith JW, Egner PA, Freedman ND, Lazo M, Guallar E, Dean M, Graubard BI, Ramírez‐Zea M, McGlynn KA, Groopman JD. Associations between aflatoxin
B
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‐albumin adduct levels with metabolic conditions in Guatemala: A cross‐sectional study. Health Sci Rep 2022; 5:e495. [PMID: 35229049 PMCID: PMC8865065 DOI: 10.1002/hsr2.495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/19/2021] [Accepted: 12/07/2021] [Indexed: 12/30/2022] Open
Abstract
Background and Aims Metabolic conditions such as obesity, type 2 diabetes, metabolic syndrome, and nonalcoholic fatty liver disease (NAFLD) are highly prevalent in Guatemala and increase the risk for a number of disorders, including hepatocellular carcinoma (HCC). Aflatoxin B1 (AFB1) levels are also notably elevated in the population and are known to be associated with HCC risk. Whether AFB1 also contributes to the high prevalence of the metabolic disorders has not been previously examined. Therefore, the purpose of this study was to assess the association between AFB1 and the metabolic conditions. Methods Four‐hundred twenty‐three individuals were included in the study, in which AFB1‐albumin adduct levels were measured in sera. Metabolic conditions included diabetes, obesity, central obesity, metabolic syndrome, and NAFLD. Crude and adjusted prevalence odds ratios (PORs) and 95% confidence intervals (95% CI) were estimated for the associations between the metabolic conditions and AFB1‐albumin adduct levels categorized into quartiles. Results The study found a significant association between AFB1‐albumin adduct levels and diabetes (Q4 vs Q1 POR = 3.74, 95%CI: 1.71‐8.19; P‐trend .003). No associations were observed between AFB1‐albumin adduct levels and the other conditions. Conclusions As diabetes is the metabolic condition most consistently linked to HCC, the possible association between AFB1 exposure and diabetes may be of public health importance. Further studies are warranted to replicate the findings and examine potential mechanisms.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Alvaro Rivera‐Andrade
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - María F. Kroker‐Lobos
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
- Department of Nutrition, Harvard TH Chan School of Public Health Harvard University Boston Massachusetts USA
| | - Joshua W. Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Patricia A. Egner
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Mariana Lazo
- Division of General Internal Medicine, School of Medicine Johns Hopkins University Baltimore Maryland USA
- Urban Health Collaborative, Dornsife School of Public Health Drexel University Philadelphia Pennsylvania USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
| | - Michael Dean
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - Manuel Ramírez‐Zea
- INCAP Research Center for the Prevention of Chronic Diseases Institute of Nutrition of Central America and Panama Guatemala City Guatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics National Cancer Institute Rockville Maryland USA
| | - John D. Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
- Department of Epidemiology, Bloomberg School of Public Health Johns Hopkins University Baltimore Maryland USA
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16
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Madeen EP, Maldarelli F, Groopman JD. Environmental Pollutants, Mucosal Barriers, and Pathogen Susceptibility; The Case for Aflatoxin B 1 as a Risk Factor for HIV Transmission and Pathogenesis. Pathogens 2021; 10:1229. [PMID: 34684180 PMCID: PMC8537633 DOI: 10.3390/pathogens10101229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/16/2021] [Accepted: 09/17/2021] [Indexed: 12/02/2022] Open
Abstract
HIV transmission risk is dependent on the infectivity of the HIV+ partner and personal susceptibility risk factors of the HIV- partner. The mucosal barrier, as the internal gatekeeper between environment and self, concentrates and modulates the internalization of ingested pathogens and pollutants. In this review, we summarize the localized effects of HIV and dietary toxin aflatoxin B1 (AFB1), a common pollutant in high HIV burden regions, e.g., at the mucosal barrier, and evidence for pollutant-viral interactions. We compiled literature on HIV and AFB1 geographic occurrences, mechanisms of action, related co-exposures, personal risk factors, and HIV key determinants of health. AFB1 exposure and HIV sexual transmission hotspots geographically co-localize in many low-income countries. AFB1 distributes to sexual mucosal tissues generating inflammation, microbiome changes and a reduction of mucosal barrier integrity, effects that are risk factors for increasing HIV susceptibility. AFB1 exposure has a positive correlation to HIV viral load, a risk factor for increasing the infectivity of the HIV+ partner. The AFB1 exposure and metabolism generates inflammation that recruits HIV susceptible cells and generates chemokine/cytokine activation in tissues exposed to HIV. Although circumstantial, the available evidence makes a compelling case for studies of AFB1 exposure as a risk factor for HIV transmission, and a modifiable new component for combination HIV prevention efforts.
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Affiliation(s)
- Erin P. Madeen
- Department of Cancer Prevention, National Institute of Health, Shady Grove, MD 21773, USA
- HIV Dynamics and Replication Program, NCI-Frederick, Frederick, MD 21703, USA;
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, NCI-Frederick, Frederick, MD 21703, USA;
| | - John D. Groopman
- Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA;
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17
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Alvarez CS, Hernández E, Escobar K, Villagrán CI, Kroker-Lobos MF, Rivera-Andrade A, Smith JW, Egner PA, Lazo M, Freedman ND, Guallar E, Dean M, Graubard BI, Groopman JD, Ramírez-Zea M, McGlynn KA. Aflatoxin B 1 exposure and liver cirrhosis in Guatemala: a case-control study. BMJ Open Gastroenterol 2021; 7:bmjgast-2020-000380. [PMID: 32641287 PMCID: PMC7342465 DOI: 10.1136/bmjgast-2020-000380] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/21/2020] [Accepted: 04/24/2020] [Indexed: 02/07/2023] Open
Abstract
Objective In Guatemala, cirrhosis is among the 10 leading causes of death, and mortality rates have increased lately. The reasons for this heavy burden of disease are not clear as the prevalence of prominent risk factors, such as hepatitis B virus, hepatitis C virus and heavy alcohol consumption, appears to be low. Aflatoxin B1 (AFB1) exposure, however, appears to be high, and thus could be associated with the high burden of cirrhosis. Whether AFB1 increases the risk of cirrhosis in the absence of viral infection, however, is not clear. Design Cirrhosis cases (n=100) from two major referral hospitals in Guatemala City were compared with controls (n=200) from a cross-sectional study. Logistic regression was used to estimate the ORs and 95% CIs of cirrhosis and quintiles of AFB1 in crude and adjusted models. A sex-stratified analysis was also conducted. Results The median AFB1 level was significantly higher among the cases (11.4 pg/mg) than controls (5.11 pg/mg). In logistic regression analyses, higher levels of AFB1 was associated with cirrhosis (quintile 5 vs quintile 1, OR: 11.55; 95% CI 4.05 to 32.89). No attenuation was observed with adjustment by sex, ethnicity, hepatitis B virus status, and heavy alcohol consumption. A significantly increasing trend in association was observed in both models (p trend <0.01). Additionally, the cirrhosis–AFB1 association was more prominent among men. Conclusions The current study found a significant positive association between AFB1 exposure and cirrhosis. Mitigation of AFB1 exposure and a better understanding of additional risk factors may be important to reduce the burden of cirrhosis in Guatemala.
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Affiliation(s)
- Christian S Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Elisa Hernández
- Centro de Investigaciones Biomédicas, Facultad de Ciencias Médicas, Universidad de San Carlos de Guatemala, Guatemala, Guatemala
| | - Kira Escobar
- Centro de Investigaciones Biomédicas, Facultad de Ciencias Médicas, Universidad de San Carlos de Guatemala, Guatemala, Guatemala
| | - Carmen I Villagrán
- Centro de Investigaciones Biomédicas, Facultad de Ciencias Médicas, Universidad de San Carlos de Guatemala, Guatemala, Guatemala
| | - María F Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala, Guatemala
| | - Alvaro Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala, Guatemala
| | - Joshua W Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Patricia A Egner
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mariana Lazo
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Michael Dean
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - Barry I Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Manuel Ramírez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala, Guatemala
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, USA
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18
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Groopman JD, Smith JW, Rivera-Andrade A, Alvarez CS, Kroker-Lobos MF, Egner PA, Gharzouzi E, Dean M, McGlynn KA, Ramírez-Zea M. Aflatoxin and the Etiology of Liver Cancer and Its Implications for Guatemala. WORLD MYCOTOXIN J 2021; 14:305-317. [PMID: 35096197 PMCID: PMC8797158 DOI: 10.3920/wmj2020.2641] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
During the 60 years since the first scientific reports about a relation between aflatoxin exposure and adverse health consequences, both in animals and humans, there has been a remarkable number of basic, clinical and population science studies characterizing the impact of this mycotoxin on diseases such as liver cancer. Many of these human investigations to date have focused on populations residing in Asia and Africa due to the high incidence of liver cancer and high exposures to aflatoxin. These studies formed the basis for the International Agency for Research on Cancer to classify the aflatoxins as Group 1 known human carcinogens. In addition, aflatoxin contamination levels have been used in international commodity trade to set the price of various staples such as maize and groundnuts. While there have been many case-control and prospective cohort studies of liver cancer risk over the years there have been remarkably few investigations focused on liver cancer in Latin America. Our interdisciplinary and multiple institutional collaborative has been developing a long-term strategy to characterize the role of aflatoxin and other mycotoxins as health risk factors in Guatemala and neighboring countries. This paper summarizes a number of the investigations to date and provides a roadmap of our strategies for the near term to discern the emergent etiology of liver cancer in this region. With these data in hand public health-based prevention strategies could be strategically implemented and conducted to lower the impact of these mycotoxins on human health.
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Affiliation(s)
- John D. Groopman
- Departments of Environmental Health and Engineering and Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, U.S.A
| | - Joshua W. Smith
- Departments of Environmental Health and Engineering and Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, U.S.A
| | - Alvaro Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, U.S.A
| | - María F. Kroker-Lobos
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, U.S.A
| | - Patricia A. Egner
- Departments of Environmental Health and Engineering and Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, U.S.A
| | | | - Michael Dean
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, U.S.A
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland, U.S.A
| | - Manuel Ramírez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
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19
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Smith JW, O'Meally RN, Ng DK, Chen JG, Kensler TW, Cole RN, Groopman JD. Biomonitoring of Ambient Outdoor Air Pollutant Exposure in Humans Using Targeted Serum Albumin Adductomics. Chem Res Toxicol 2021; 34:1183-1196. [PMID: 33793228 DOI: 10.1021/acs.chemrestox.1c00055] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Outdoor air pollution, a spatially and temporally complex mixture, is a human carcinogen. However, ambient measurements may not reflect subject-level exposures, personal monitors do not assess internal dose, and spot assessments of urinary biomarkers may not recapitulate chronic exposures. Nucleophilic sites in serum albumin-particularly the free thiol at Cys34-form adducts with electrophiles. Due to the 4-week lifetime of albumin in circulation, accumulating adducts can serve as intermediate- to long-residence biomarkers of chronic exposure and implicate potential biological effects. Employing nanoflow liquid chromatography-high-resolution mass spectrometry (nLC-HRMS) and parallel reaction monitoring (PRM), we have developed and validated a novel targeted albumin adductomics platform capable of simultaneously monitoring dozens of Cys34 adducts per sample in only 2.5 μL of serum, with on-column limits of detection in the low-femtomolar range. Using this platform, we characterized the magnitude and impact of ambient outdoor air pollution exposures with three repeated measurements over 84 days in n = 26 nonsmoking women (n = 78 total samples) from Qidong, China, an area with a rising burden of lung cancer incidence. In concordance with seasonally rising ambient concentrations of NO2, SO2, and PM10 measured at stationary monitors, we observed elevations in concentrations of Cys34 adducts of benzoquinone (p < 0.05), benzene diol epoxide (BDE; p < 0.05), crotonaldehyde (p < 0.01), and oxidation (p < 0.001). Regression analysis revealed significant elevations in oxidation and BDE adduct concentrations of 300% to nearly 700% per doubling of ambient airborne pollutant levels (p < 0.05). Notably, the ratio of irreversibly oxidized to reduced Cys34 rose more than 3-fold during the 84-day period, revealing a dramatic perturbation of serum redox balance and potentially serving as a portent of increased pollution-related mortality risk. Our targeted albumin adductomics assay represents a novel and flexible approach for sensitive and multiplexed internal dosimetry of environmental exposures, providing a new strategy for personalized biomonitoring and prevention.
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Affiliation(s)
- Joshua W Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Robert N O'Meally
- Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Derek K Ng
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205, United States
| | - Jian-Guo Chen
- Qidong Liver Cancer Institute, Qidong, Jiangsu 226200, China
| | - Thomas W Kensler
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, United States
| | - Robert N Cole
- Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - John D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, United States
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20
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Chen JG, Zhu J, Zhang YH, Chen YS, Lu JH, Zhu YR, Chen HZ, Shen AG, Wang GR, Groopman JD, Kensler TW. Liver cancer mortality over six decades in an epidemic area: what we have learned. PeerJ 2021; 9:e10600. [PMID: 33604165 PMCID: PMC7866902 DOI: 10.7717/peerj.10600] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 11/27/2020] [Indexed: 12/24/2022] Open
Abstract
Background and aims: Liver cancer is one of the most dominant malignant tumors in the world. The trends of liver cancer mortality over the past six decades have been tracked in the epidemic region of Qidong, China. Using epidemiological tools, we explore the dynamic changes in age-standardized rates to characterize important aspects of liver cancer etiology and prevention. Methods Mortality data of liver cancer in Qidong from 1958 to 1971 (death retrospective survey) and from 1972 to 2017 (cancer registration) were tabulated for the crude rate (CR), and age-standardized rate and age-birth cohorts. The average annual percentage change was calculated by the Joinpoint Regression Program. Results The natural death rate during 1958–2017 decreased from 9‰ to 5.4‰ and then increased to 8‰ as the population aged; cancer mortality rates rose continuously from 57/105 to 240/105. Liver cancer mortality increased from 20/105 to 80/105, and then dropped to less than 52/105 in 2017. Liver cancer deaths in 1972–2017 accounted for 30.53% of all cancers, with a CR of 60.48/105, age-standardized rate China (ASRC) of 34.78/105, and ASRW (world) of 45.71/105. Other key features were the CR for males and females of 91.86/105 and 29.92/105, respectively, with a sex ratio of 3.07:1. Period analysis showed that the ASRs for mortality of the age groups under 54 years old had a significant decreasing trend. Importantly, birth cohort analysis showed that the mortality rate of liver cancer in 40–44, 35–39, 30–34, 25–29, 20–24, 15–19 years cohort decreased considerably, but the rates in 70–74, and 75+ increased. Conclusions The crude mortality rate of liver cancer in Qidong has experienced trends from lower to higher levels, and from continued increase at a high plateau to most recently a gradual decline, and a change greatest in younger people. Many years of comprehensive prevention and intervention measures have influenced the decline of the liver cancer epidemic in this area. The reduction of intake levels of aflatoxin might be one of the most significant factors as evidenced by the dramatic decline of exposure biomarkers in this population during the past three decades.
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Affiliation(s)
- Jian-Guo Chen
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China.,Department of Epidemiology, Affiliated Tumor Hospital of Nantong University, Nantong, Jiangsu, China
| | - Jian Zhu
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China
| | - Yong-Hui Zhang
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China
| | - Yong-Sheng Chen
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China
| | - Jian-Hua Lu
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China
| | - Yuan-Rong Zhu
- Department of Epidemiology, Qidong Liver Cancer Institute / Qidong People's Hospital / Affiliated Qidong Hospital of Nantong University, Qidong, Jiangsu, China
| | - Hai-Zhen Chen
- Department of Epidemiology, Affiliated Tumor Hospital of Nantong University, Nantong, Jiangsu, China
| | - Ai-Guo Shen
- Department of Epidemiology, Affiliated Tumor Hospital of Nantong University, Nantong, Jiangsu, China
| | - Gao-Ren Wang
- Department of Epidemiology, Affiliated Tumor Hospital of Nantong University, Nantong, Jiangsu, China
| | - John D Groopman
- Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD, United States of America
| | - Thomas W Kensler
- Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD, United States of America.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America
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21
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Alvarez CS, Florio AA, Butt J, Rivera-Andrade A, Kroker-Lobos MF, Waterboer T, Camargo MC, Freedman ND, Graubard BI, Lazo M, Guallar E, Groopman JD, Ramírez-Zea M, McGlynn KA. Associations between Helicobacter pylori with nonalcoholic fatty liver disease and other metabolic conditions in Guatemala. Helicobacter 2020; 25:e12756. [PMID: 33006810 PMCID: PMC7688101 DOI: 10.1111/hel.12756] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 08/07/2020] [Accepted: 08/08/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Previous studies have suggested an association between Helicobacter pylori (H pylori) and nonalcoholic fatty liver disease (NAFLD). The aim of the current study was to examine the association in Guatemala, a region with elevated prevalences of both H pylori and NAFLD. Associations between H pylori and other metabolic conditions were also examined, as were associations between H hepaticus and H bilis and the metabolic conditions. MATERIALS & METHODS The analysis included 424 participants from a cross-sectional study in Guatemala. H pylori seropositivity was defined as positivity for ≥ 4 antigens. Seropositivities for H bilis and H hepaticus were defined as positivity for ≥ 2 antigens. NAFLD was estimated using the Fatty Liver Index and the Hepatic Steatosis Index. Other conditions examined were obesity, central obesity, hypercholesterolemia, low HDL, diabetes and metabolic syndrome (MetSyn). Prevalence odds ratios (POR) and 95% confidence intervals (CIs) were estimated. RESULTS No overall associations between H pylori,H hepaticus, or H bilis and NAFLD or related metabolic conditions were found. Seropositivity for H pylori antigens CagA and VacA and H hepaticus antigen HH0713 was each significantly associated with NAFLD, however. In addition, associations were observed between the H pylori antigens HyuA, HP1564, and UreA and specified metabolic conditions. CONCLUSIONS While no overall associations between H pylori or Helicobacter species with NAFLD or related conditions were observed, some selected Helicobacter spp. antigens were associated with NAFLD. Further research is warranted to examine whether H. species are associated with any metabolic condition.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
| | - Andrea A. Florio
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
| | - Julia Butt
- Infections and Cancer Epidemiology, Infection,
Inflammation and Cancer Research Program, German Cancer Research Center (DKFZ),
Heidelberg, Germany
| | - Alvaro Rivera-Andrade
- Research Center for the Prevention of Chronic
Diseases, Institute of Nutrition of Central America and Panama (INCAP), Guatemala City,
Guatemala
| | - María F. Kroker-Lobos
- Research Center for the Prevention of Chronic
Diseases, Institute of Nutrition of Central America and Panama (INCAP), Guatemala City,
Guatemala
| | - Tim Waterboer
- Infections and Cancer Epidemiology, Infection,
Inflammation and Cancer Research Program, German Cancer Research Center (DKFZ),
Heidelberg, Germany
| | - M. Constanza Camargo
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
| | - Mariana Lazo
- Division of General Internal Medicine, School of Medicine,
Johns Hopkins University, Baltimore, MD, USA,Urban Health Collaborative, Dornsife School of Public
Health, Drexel University, Philadelphia, PA, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public
Health, Johns Hopkins University, Baltimore, MD, U.S.A
| | - John D. Groopman
- Department of Epidemiology, Bloomberg School of Public
Health, Johns Hopkins University, Baltimore, MD, U.S.A.,Department of Environmental Health and Engineering,
Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD,
U.S.A
| | - Manuel Ramírez-Zea
- Research Center for the Prevention of Chronic
Diseases, Institute of Nutrition of Central America and Panama (INCAP), Guatemala City,
Guatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National
Cancer Institute, Rockville, Maryland, U.S.A
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22
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Groopman JD. Abstract IA24: Applying epidemiology to prevention. Cancer Prev Res (Phila) 2020. [DOI: 10.1158/1940-6215.envcaprev19-ia24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Within the last decade, for the first time in human history, deaths from chronic diseases have exceeded mortality from acute causes worldwide. These chronic diseases encompass a spectrum of cancers, cardiovascular diseases, neurologic diseases, and the emerging consequences of obesity and overnutrition. Further, there are more people today who are cancer survivors as well as people who are afflicted with multiple chronic diseases. This results in an emerging new group of susceptible populations. Since environmental exposures have a profound impact, from the etiology of disease through progression and response to therapeutic and preventive interventions, a new appreciation of the role of environmental health has emerged. This talk will attempt to provide a global perspective on the transitions that have occurred in environmental health over the last 200 years and how these transitions are impacting diverse populations globally. The extraordinary advances in our understanding of the biology of normal development and the molecular progression of disease processes has created unprecedented opportunities for the translation of basic science to therapy and prevention. The need to integrate findings from the biologic, physical, engineering, social, and behavioral sciences, sometimes called convergence, points to an imperative to develop new team science approaches to address the health consequences of environmental exposures. Finally, as it is increasingly recognized that disease outbreaks in one part of the world are no longer isolated from global impacts, there is a need to assure that our next generations of trained scientists have grounding in global collaborations.
Citation Format: John D. Groopman. Applying epidemiology to prevention [abstract]. In: Proceedings of the AACR Special Conference on Environmental Carcinogenesis: Potential Pathway to Cancer Prevention; 2019 Jun 22-24; Charlotte, NC. Philadelphia (PA): AACR; Can Prev Res 2020;13(7 Suppl): Abstract nr IA24.
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23
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Yarchoan M, Agarwal P, Villanueva A, Rao S, Dawson LA, Llovet JM, Finn RS, Groopman JD, El-Serag HB, Monga SP, Wang XW, Karin M, Schwartz RE, Tanabe KK, Roberts LR, Gunaratne PH, Tsung A, Brown KA, Lawrence TS, Salem R, Singal AG, Kim AK, Rabiee A, Resar L, Hoshida Y, He AR, Ghoshal K, Ryan PB, Jaffee EM, Guha C, Mishra L, Coleman CN, Ahmed MM. Recent Developments and Therapeutic Strategies against Hepatocellular Carcinoma. Cancer Res 2020; 79:4326-4330. [PMID: 31481419 DOI: 10.1158/0008-5472.can-19-0803] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/03/2019] [Accepted: 07/01/2019] [Indexed: 12/24/2022]
Abstract
Hepatocellular carcinoma (HCC) has emerged as a major cause of cancer deaths globally. The landscape of systemic therapy has recently changed, with six additional systemic agents either approved or awaiting approval for advanced stage HCC. While these agents have the potential to improve outcomes, a survival increase of 2-5 months remains poor and falls short of what has been achieved in many other solid tumor types. The roles of genomics, underlying cirrhosis, and optimal use of treatment strategies that include radiation, liver transplantation, and surgery remain unanswered. Here, we discuss new treatment opportunities, controversies, and future directions in managing HCC.
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Affiliation(s)
- Mark Yarchoan
- Department of Oncology Gastrointestinal Cancer, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Parul Agarwal
- Department of Internal Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Augusto Villanueva
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Shuyun Rao
- Department of Surgery, Center for Translational Medicine, George Washington University, Washington D.C
| | - Laura A Dawson
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario
| | - Josep M Llovet
- Mount Sinai Liver Cancer Program, Division of Liver Diseases, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York.,Translational Research in Hepatic Oncology, Liver Unit, IDIBAPS, CIBERehd, Hospital Clínic, Universitat de Barcelona, Catalonia, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
| | - Richard S Finn
- Department of Medicine, Division of Hematology/Oncology, Geffen School of Medicine at UCLA, Santa Monica, California
| | - John D Groopman
- Department of Environmental Health and Engineering, Epidemiology, Johns Hopkins, Bloomberg School of Public Health, Baltimore, Maryland
| | - Hashem B El-Serag
- Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, Texas
| | - Satdarshan P Monga
- Department of Pathology and Medicine, and Pittsburgh Liver Research Center, University of Pittsburgh, and University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Xin Wei Wang
- Department of Human Carcinogenesis, NCI, Bethesda, Maryland
| | - Michael Karin
- Department of Pharmacology, University of California, San Diego School of Medicine, San Diego, California
| | - Robert E Schwartz
- Department of Gastroenterology and Hepatology, Sanford I. Weill Medical College of Cornell University, New York, New York
| | - Kenneth K Tanabe
- Department of Surgical Oncology, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Preethi H Gunaratne
- Department of Biology and Biochemistry, University of Houston, Houston, Texas
| | - Allan Tsung
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Kimberly A Brown
- Department of Gastroenterology and Hepatology, Henry Ford Hospital, Detroit, Michigan
| | - Theodore S Lawrence
- Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan
| | - Riad Salem
- Department of Radiology, Feinberg School of Medicine, Chicago, Illinois
| | - Amit G Singal
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Amy K Kim
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Atoosa Rabiee
- Department of Gastroenterology and Hepatology, VA Medical Center, Washington, D.C
| | - Linda Resar
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Aiwu Ruth He
- Department of Medicine and Oncology, Georgetown University, Lombardi Comprehensive Cancer Center, Washington, D.C
| | - Kalpana Ghoshal
- Department of Pathology, The Ohio State University College of Medicine, Columbus, Ohio
| | - Patrick B Ryan
- Janssen Research & Development, LLC, Titusville, New Jersey
| | - Elizabeth M Jaffee
- Department of Oncology Gastrointestinal Cancer, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Chandan Guha
- Department of Radiation Oncology, Pathology and Urology, Albert Einstein College of Medicine, Bronx, New York
| | - Lopa Mishra
- Department of Surgery, Center for Translational Medicine, George Washington University, Washington D.C.,Department of Gastroenterology and Hepatology, VA Medical Center, Washington, D.C
| | - C Norman Coleman
- Division of Cancer Treatment and Diagnosis, Radiation Research Program, NCI, Rockville, Maryland.
| | - Mansoor M Ahmed
- Division of Cancer Treatment and Diagnosis, Molecular Radiation Therapeutics, Radiation Research Program, NCI, Rockville, Maryland.
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24
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Alvarez CS, Ortiz J, Bendfeldt‐Avila G, Xie Y, Wang M, Wu D, Higson H, Lee E, Teshome K, Barnoya J, Kleiner DE, Groopman JD, Orozco R, McGlynn KA, Gharzouzi E, Dean M. Analysis of TP53 aflatoxin signature mutation in hepatocellular carcinomas from Guatemala: A cross-sectional study (2016-2017). Health Sci Rep 2020; 3:e155. [PMID: 32382660 PMCID: PMC7202218 DOI: 10.1002/hsr2.155] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/18/2020] [Accepted: 03/24/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND AND AIMS Guatemala has the highest incidence of hepatocellular carcinoma (HCC) in the Western hemisphere. The major risk factors in Guatemala are not well characterized, but the prevalence of hepatitis B virus (HBV) and hepatitis C virus (HCV) appears to be low, while the prevalence of aflatoxin (AFB1) exposure appears to be high. To examine whether AFB1 may contribute to the elevated incidence of HCC in Guatemala, this study examined the frequency of the AFB1-signature mutation in the TP53 gene (R249S) as well as other somatic mutations. In addition, we assessed whether the frequency of the TP53 mutation differed by sex. METHODS Formalin-fixed, paraffin-embedded (FFPE) HCC tissues were obtained from three hospitals in Guatemala City between 2016 and 2017. In addition, tumor tissues preserved in RNAlater were also obtained. Sociodemographic and clinical information including HBV and HCV status were collected. Targeted sequencing of TP53 was performed in the FFPE samples, and a panel of 253 cancer-related genes was sequenced in the RNAlater samples. RESULTS Ninety-one FFPE tissues were examined, from 52 men and 39 women. Median (IQR) age at diagnosis was 62 (51-70). Among those with known HBV and HCV status, two were HBV+ and three were HCV+. Overall, 47% of the HCCs had a TP53 mutation. The AFB1-signature R249S mutation was present in 24%. No overlap between the R249S mutation and HBV+ was observed in this cohort. Among 18 RNAlater samples examined, 44% had any TP53 mutation and 33% had the R249S mutation. Other somatic mutations were identified in known HCC driver genes. CONCLUSIONS The presence of the TP53 R249S mutation in the samples studied suggests that AFB1 may contribute to the high incidence of HCC in Guatemala. The proportion of HBV+ tumors was low, suggesting that AFB1 may be associated with HCC in the absence of concomitant HBV infection. Further investigation of AFB1 and other risk factors for HCC in Guatemala is warranted.
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Affiliation(s)
- Christian S. Alvarez
- Division of Cancer Epidemiology and GeneticsNational Cancer InstituteBethesdaMaryland
| | - Jeremy Ortiz
- Instituto de Cancerología/INCANGuatemala CityGuatemala
| | | | - Yi Xie
- Division of Cancer Epidemiology and GeneticsNational Cancer InstituteBethesdaMaryland
| | - Mingyi Wang
- Cancer Genetics Research Laboratory, Division of Cancer Epidemiology and Genetics, Leidos Biomedical Research IncFrederick National Laboratory for Cancer ResearchGaithersburgMaryland
| | - Dongjing Wu
- Cancer Genetics Research Laboratory, Division of Cancer Epidemiology and Genetics, Leidos Biomedical Research IncFrederick National Laboratory for Cancer ResearchGaithersburgMaryland
| | - Herbert Higson
- Cancer Genetics Research Laboratory, Division of Cancer Epidemiology and Genetics, Leidos Biomedical Research IncFrederick National Laboratory for Cancer ResearchGaithersburgMaryland
| | - Elisa Lee
- Cancer Genetics Research Laboratory, Division of Cancer Epidemiology and Genetics, Leidos Biomedical Research IncFrederick National Laboratory for Cancer ResearchGaithersburgMaryland
| | - Kedest Teshome
- Cancer Genetics Research Laboratory, Division of Cancer Epidemiology and Genetics, Leidos Biomedical Research IncFrederick National Laboratory for Cancer ResearchGaithersburgMaryland
| | | | - David E. Kleiner
- Laboratory of PathologyCenter for Cancer Research, NCI, NIHBethesdaMaryland
| | - John D. Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public HealthJohns Hopkins UniversityBaltimoreMaryland
- Department of Epidemiology, Bloomberg School of Public HealthJohns Hopkins, UniversityBaltimoreMaryland
| | - Roberto Orozco
- Department of PathologyHospital General San Juan de DiosGuatemala CityGuatemala
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and GeneticsNational Cancer InstituteBethesdaMaryland
| | | | - Michael Dean
- Division of Cancer Epidemiology and GeneticsNational Cancer InstituteBethesdaMaryland
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25
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Groopman JD, Donahue KF. Aflatoxin, A Human Carcinogen: Determination in Foods and Biological Samples by Monoclonal Antibody Affinity Chromatography. J AOAC Int 2020. [DOI: 10.1093/jaoac/71.5.861] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
We have used monoclonal antibody technology to produce antibodies that recognize aflatoxins in order to develop noninvasive methods in conjunction with other chemical analytical techniques to monitor human exposure to environmental carcinogens. These methods require the ability to quantitate aflatoxins and their metabolites, including DNA and protein adducts, in readily accessible compartments such as serum and urine. The techniques permit efficient analysis of many samples in a relatively short time. Also, these monoclonal antibody affinity columns have been extremely useful for rapid isolation of aflatoxins from food and grain samples, as well as aflatoxin M, from milk. Monoclonal antibody affinity methods are nondestructive to the aflatoxin molecule, so the sample aliquot can be used for confirmation. The use of monoclonal antibody preparative affinity columns represents a major, substantive breakthrough for analytical chemists and will be a generally applicable technology for isolation of many different substances.
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Affiliation(s)
- John D Groopman
- Boston University School of Public Health, Environmental Health Section, 80 E. Concord St, Boston, MA 02118
| | - Kevin F Donahue
- Boston University School of Public Health, Environmental Health Section, 80 E. Concord St, Boston, MA 02118
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26
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Brown RH, Ng DK, Steele K, Schweitzer M, Groopman JD. Mobilization of Environmental Toxicants Following Bariatric Surgery. Obesity (Silver Spring) 2019; 27:1865-1873. [PMID: 31689012 DOI: 10.1002/oby.22618] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 07/22/2019] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Persistent organic pollutants (POPs) are lipophilic environmental toxicants that accumulate in adipose tissue. Weight loss leads to mobilization and increased redistribution of these toxicants. Many are obesogens and endocrine disruptors. Increased exposure could pose long-term health risks. The study objective was to measure the changes in serum concentrations of lipophilic POPs during significant weight loss. METHODS This study enrolled 27 patients at a university hospital in a longitudinal, 6-month, observational study examining changes in POP blood levels after bariatric surgery. The primary outcome was the changes in the concentrations of 24 polychlorinated biphenyls (PCBs), 9 organochlorine pesticides (OCPs), 11 polybrominated diphenyl ethers, 2,2',4,4',5,5'-hexabromobiphenyl, and 4 perfluorochemicals (PFCs). RESULTS Older adults (those born before 1976) had baseline levels of PCBs, OCPs, and PFCs that were two- to fivefold higher than younger adults (those born after 1976). Older adults had greater increases in PCBs, OCPs, and polybrominated diphenyl ethers associated with weight loss. Conversely, younger adults had greater increases in PFCs associated with weight loss. On average, blood POP levels increased as weight loss occurred. CONCLUSIONS Although weight loss is considered beneficial, the release and redistribution of POPs to other lipid-rich organs such as the brain, kidneys, and liver warrant further investigation. Interventions should be considered to limit organ exposure to POPs when weight loss interventions are planned.
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Affiliation(s)
- Robert H Brown
- Departments of Anesthesiology, Medicine, and Radiology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Derek K Ng
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Kimberley Steele
- Department of Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Michael Schweitzer
- Department of Surgery, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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27
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Mahfuz M, Alam MA, Fahim SM, Gazi MA, Raihan MJ, Hossain M, Egner PA, Bessong PO, Petri WA, Groopman JD, Ahmed T. Aflatoxin exposure in children living in Mirpur, Dhaka: data from MAL-ED companion study. J Expo Sci Environ Epidemiol 2019; 29:655-662. [PMID: 30185944 PMCID: PMC6760605 DOI: 10.1038/s41370-018-0066-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Revised: 02/11/2018] [Accepted: 07/12/2018] [Indexed: 06/08/2023]
Abstract
Dietary exposure to aflatoxin is implicated in growth faltering of children. Despite the high burden of childhood stunting in urban Bangladesh, there are no data on long-term exposure to aflatoxin. This study aimed to explore aflatoxin exposure levels in a group of children followed longitudinally. The current study used data and biospecimens collected during 2010-2014 as part of the MAL-ED birth cohort study in an urban slum of Mirpur, Dhaka where children were followed from birth to 36 months. AFB1-lysine adduct concentrations were determined by isotope dilution mass spectrometry from plasma samples collected at 7, 15, 24, and 36 months of age. The limit of detection was 0.5 pg of AFB1-lys/mg albumin. In 744 plasma samples, the geometric mean of AFB1-lysine/mg albumin was 1.07 pg (range 0.04-123.5 pg/mg albumin). The proportion of children with detectable aflatoxin exposure was 10.1, 20.9, 17.9, and 61.7% for 7, 15, 24, and 36 months, respectively. Reduction in breastfeeding prevalence (80% at 24 months vs. 38% in 36 months) corresponded with the high-level detection of AFB1-lysine at the age of 36 months. AFB1-lysine concentrations were the highest at the end of monsoon. This study reveals that 62% of children in slum settlement were exposed to aflatoxin by the end of the third year of life. High aflatoxin exposure was detected at the end of rainy season and with the introduction of family food. These findings suggest interventions to ameliorate the problem of chronic aflatoxin exposure including childhood stunting.
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Affiliation(s)
- Mustafa Mahfuz
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh.
| | - Mohammed Ashraful Alam
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
| | - Shah Mohammad Fahim
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
| | - Md Amran Gazi
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
| | - Mohammad Jyoti Raihan
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
| | - Muttaquina Hossain
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
| | - Patricia A Egner
- Johns Hopkins Bloomberg School of Public Health, 615N. Wolfe Street, Baltimore, MD, 21205, USA
| | | | | | - John D Groopman
- Johns Hopkins Bloomberg School of Public Health, 615N. Wolfe Street, Baltimore, MD, 21205, USA
| | - Tahmeed Ahmed
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), 68, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, 1212, Bangladesh
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28
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Livingstone MC, Johnson NM, Roebuck BD, Kensler TW, Groopman JD. Serum miR-182 is a predictive biomarker for dichotomization of risk of hepatocellular carcinoma in rats. Mol Carcinog 2019; 58:2017-2025. [PMID: 31373075 DOI: 10.1002/mc.23093] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 07/13/2019] [Accepted: 07/23/2019] [Indexed: 12/11/2022]
Abstract
Exploration of animal models leads to discoveries that can reveal candidate biomarkers for translation to human populations. Herein, a model of hepatocarcinogenesis and protection was used in which rats treated with aflatoxin (AFB1 ) daily for 28 days (200 µg/kg BW) developed tumors compared with rats completely protected from tumors by concurrent administration of the chemoprotective agent, 1-[2-cyano-3-,12-dioxooleana-1,9(11)-dien-28-oyl]imidazole (CDDO-Im). Differential expression of miRNAs in tumors (AFB1 ) and nontumor (AFB1 + CDDO-Im) bearing livers and their levels in sera over the life-course of the animals was determined. miRNA transcriptome analysis identified 17 miRNAs significantly upregulated at greater than five-fold in the tumors. The ten most dysregulated miRNAs judged by fold-change and biological significance were selected for further study, including liver-specific miR-122-5p. Validation of sequencing results by real-time PCR confirmed the upregulation of the majority of these miRNAs in tumors, including miR-182, as well as miR-224-5p as the most dysregulated of these miRNAs (over 400-fold). The longitudinal analysis of levels of miR-182 in sera demonstrated significant and persistent increases (5.13-fold; 95% CI: 4.59-5.70). The increase in miR-182 was detected months before any clinical symptoms were present in the animals. By the terminal time point of the study, in addition to elevated levels of serum miR-182, serum miR-122-5p was also found to be increased (>1.5-fold) in animals that developed hepatocarcinomas. Thus, using the data from an unbiased discovery approach of the tissue findings, serum miR-182 was found to track across the complex, multistage process of hepatocarcinogenesis opening an opportunity for translation to human populations.
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Affiliation(s)
- Merricka C Livingstone
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Natalie M Johnson
- Department of Environmental and Occupational Health, Texas A&M School of Public Health, College Station, Texas
| | - Bill D Roebuck
- Department of Pharmacology and Toxicology, Giesel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Thomas W Kensler
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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29
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Wang A, Lazo M, Carter HB, Groopman JD, Nelson WG, Platz EA. Association between Liver Fibrosis and Serum PSA among U.S. Men: National Health and Nutrition Examination Survey (NHANES), 2001-2010. Cancer Epidemiol Biomarkers Prev 2019; 28:1331-1338. [PMID: 31160348 DOI: 10.1158/1055-9965.epi-19-0145] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Revised: 04/09/2019] [Accepted: 05/28/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND To evaluate the association of liver fibrosis scores with PSA level among U.S. adult men overall and by race/ethnicity. METHODS Data from the National Health and Nutrition Examination Survey (NHANES), 2001-2010, were used. Males ages ≥40 years without a prostate cancer diagnosis and who had serum PSA, liver enzymes, albumin, and platelet counts measured as part of NHANES protocol were included. Liver fibrosis was measured using three scores: aspartate aminotransferase to platelet ratio index (APRI), fibrosis 4 index (FIB-4), and NAFLD fibrosis score (NFS). We assessed overall and race/ethnicity-stratified geometric mean PSA by fibrosis score using predictive margins by linear regression, and the association of abnormal fibrosis scores (APRI > 1, FIB-4 > 2.67, NFS > 0.676) and elevated PSA (>4 ng/mL) by logistic regression. RESULTS A total of 6,705 men were included. Abnormal liver fibrosis scores were present in 2.1% (APRI), 3.6% (FIB-4), and 5.6% (NFS). Men with higher fibrosis scores had lower geometric mean PSA (all P trend < 0.02). Men with abnormal APRI had a lower odds of PSA > 4 ng/mL [adjusted OR (aOR) = 0.33; 95% confidence interval (CI), 0.11-0.96]. Compared with men with 0 abnormal scores, those with 2 or 3 abnormal fibrosis scores had a lower odds of PSA > 4 ng/mL (aOR = 0.55; 95% CI, 0.33-0.91). The patterns were similar by race/ethnicity. CONCLUSIONS Men of all race/ethnicities with higher liver fibrosis scores had lower serum PSA, and men with advanced fibrosis scores had a lower odds of an elevated PSA. IMPACT These findings support further research to inform the likelihood of delay in prostate cancer detection in men with abnormal liver function.
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Affiliation(s)
- Anqi Wang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland. .,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Mariana Lazo
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Welch Center for Prevention, Epidemiology, and Clinical Research, Baltimore, Maryland
| | - H Ballentine Carter
- Department of Urology and the James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - John D Groopman
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland.,Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - William G Nelson
- Department of Urology and the James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland.,Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Welch Center for Prevention, Epidemiology, and Clinical Research, Baltimore, Maryland.,Department of Urology and the James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
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30
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Abstract
IMPACT STATEMENT There is a rapidly occurring, dynamic change, in the causes of morbidity and mortality in different populations across the globe. More people today are being diagnosed and treated for chronic diseases such as cancer, cardiovascular disease, and diabetes than ever before. Environmental exposures across the lifespan have a profound impact on the outcomes of these chronic diseases. Further, there are more people living today who have survived their therapy from these diagnoses and who are now differentially susceptible to environmental exposures. Collectively, this poses both the challenge and opportunity to the experimental biology and medicine community to build new models that reflect this changing human situation. The extraordinary advances in our understanding of the biology of disease provide extraordinary insights for both therapeutic and prevention strategies. Multidisciplinary teams including biological, physical, engineering and social and behavioral scientists will be needed to address this problem over the next several decades.
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Affiliation(s)
- John D Groopman
- Sidney Kimmel Comprehensive Cancer Center, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
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31
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Kroker-Lobos MF, Alvarez CS, Rivera-Andrade A, Smith JW, Egner P, Torres O, Lazo M, Freedman ND, Guallar E, Graubard BI, McGlynn KA, Ramírez-Zea M, Groopman JD. Association between aflatoxin-albumin adduct levels and tortilla consumption in Guatemalan adults. Toxicol Rep 2019; 6:465-471. [PMID: 31193789 PMCID: PMC6541741 DOI: 10.1016/j.toxrep.2019.05.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Revised: 05/08/2019] [Accepted: 05/19/2019] [Indexed: 12/15/2022] Open
Abstract
Aflatoxin B1 (AFB1) is a known human hepatocarcinogen and a recent study reported elevated AFB1 levels, measured by serum albumin biomarkers, among Guatemalan adults. While AFB1 can contaminate a variety of foodstuffs, including maize, Guatemala's main dietary staple, the relationship of maize intake to serum AFB1-albumin adducts levels in Guatemala has not been previously examined. As a result, a cross-sectional study was conducted among 461 Guatemalan adults living in five geographically distinct departments of the country. Participants provided a serum sample and completed a semi-quantitative food frequency questionnaire and a sociodemographic questionnaire. Multiple linear regression analysis was used to estimate the least square means (LSQ) and 95% confidence intervals (95% CI) of log-transformed AFB1-albumin adducts by quintiles of maize consumption in crude and adjusted models. Additionally, analyses of tortilla consumption and levels of maize processing were conducted. The median maize intake was 344.3 g per day [Interquartile Range (IQR): 252.2, 500.8], and the median serum AFB1-albumin adduct level was 8.4 pg/mg albumin (IQR: 3.8, 22.3). In adjusted analyses, there was no association between overall maize consumption and serum AFB1-albumin levels. However, there was a statistically significant association between tortilla consumption and AFB1-albumin levels (ptrend = 0.01). The LSM of AFB1-albumin was higher in the highest quintile of tortilla consumption compared to the lowest quintile [LSM:9.03 95%CI: 7.03,11.70 vs 6.23, 95%CI: 4.95,8.17, respectively]. These findings indicate that tortilla may be an important source of AFB1 exposure in the Guatemalan population. Therefore, efforts to control or mitigate AFB1 levels in contaminated maize used for tortillas may reduce overall exposure in this population.
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Key Words
- AFB1 – lys, covalent adduction of aflatoxins B1 to lysine residues in serum albumin
- AFB1, aflatoxins B1
- Aflatoxins
- BMI, body mass index
- CI, confidence intervals
- Consumption
- FFQ, food frequency questionnaire
- Guatemala
- IARC, International Agency for Research on Cancer
- IQR, interquartile range
- IRB, institutional review board
- Kcal, kilocalories
- Kg, kilograms
- LSM, least square means
- Maize
- Tortilla
- g, grams
- mg, milligram
- mt, meters
- pg, picogram
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Affiliation(s)
- María F. Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Christian S. Alvarez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD, 20892, USA
| | - Alvaro Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Joshua W. Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Patricia Egner
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Olga Torres
- Laboratorio Diagnóstico Molecular, Guatemala City, Guatemala
| | - Mariana Lazo
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD, 20892, USA
| | - Eliseo Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - Barry I. Graubard
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD, 20892, USA
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD, 20892, USA
| | - Manuel Ramírez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - John D. Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, 21205, USA
- Corresponding author at: Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Room E7547, Baltimore, MD 21205, USA.
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32
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Sirica AE, Gores GJ, Groopman JD, Selaru FM, Strazzabosco M, Wang XW, Zhu AX. Intrahepatic Cholangiocarcinoma: Continuing Challenges and Translational Advances. Hepatology 2019; 69:1803-1815. [PMID: 30251463 PMCID: PMC6433548 DOI: 10.1002/hep.30289] [Citation(s) in RCA: 169] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 09/17/2018] [Indexed: 12/15/2022]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) has over the last 10-20 years become the focus of increasing concern, largely due to its rising incidence and high mortality rates worldwide. The significant increase in mortality rates from this primary hepatobiliary cancer, particularly over the past decade, has coincided with a rapidly growing interest among clinicians, investigators, and patient advocates to seek greater mechanistic insights and more effective biomarker-driven targeted approaches for managing and/or preventing this challenging liver cancer. In addition to discussing challenges posed by this aggressive cancer, this review will emphasize recent epidemiological, basic, and translational research findings for iCCA. In particular, we will highlight emerging demographic changes and evolving risk factors, the critical role of the tumor microenvironment, extracellular vesicle biomarkers and therapeutics, intertumoral and intratumoral heterogeneity, and current and emerging targeted therapies regarding iCCA. Specifically, recent evidence linking non-bile duct medical conditions, such as nonalcoholic fatty liver disease and nonspecific cirrhosis, to intrahepatic cholangiocarcinogenesis together with geographic and ethnic variation will be assessed. Recent developments concerning the roles played by transforming growth factor-β and platelet-derived growth factor D in driving the recruitment and expansion of cancer-associated myofibroblasts within cholangiocarcinoma (CCA) stroma as well as their therapeutic implications will also be discussed. In addition, the potential significance of extracellular vesicles as bile and serum biomarkers and therapeutic delivery systems for iCCA will be described. An integrated systems approach to classifying heterogeneous iCCA subtypes will be further highlighted, and recent clinical trials and emerging targeted therapies will be reviewed, along with recommendations for future translational research opportunities. Established international CCA networks are now facilitating collaborations aimed at advancing iCCA translational and clinical research.
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Affiliation(s)
- Alphonse E. Sirica
- Department of Pathology, Division of Cellular and Molecular Pathogenesis, Virginia Commonwealth University School of Medicine, Richmond, VA 23298;
| | - Gregory J. Gores
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905;
| | - John D. Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205;
| | - Florin M. Selaru
- Division of Gastroenterology and Hepatology, Department of Medicine and Oncology, Johns Hopkins University, Baltimore, MD 21205;
| | - Mario Strazzabosco
- Liver Center, Section of Digestive Diseases, Department of Internal Medicine,Yale University School of Medicine, New Haven, CT 06520;
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892
| | - Andrew X. Zhu
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA 02114;
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33
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Chartoumpekis DV, Ziros PG, Chen JG, Groopman JD, Kensler TW, Sykiotis GP. Broccoli sprout beverage is safe for thyroid hormonal and autoimmune status: Results of a 12-week randomized trial. Food Chem Toxicol 2019; 126:1-6. [PMID: 30735751 DOI: 10.1016/j.fct.2019.02.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 12/28/2018] [Accepted: 02/04/2019] [Indexed: 12/31/2022]
Abstract
Sulforaphane is a redox-active natural product present in cruciferous vegetables like broccoli. Broccoli sprout-derived products are promising agents for the prevention of oxidative stress-related diseases, but some have long been suspected of thyroidal toxicity. Recent findings also raise the possibility that long-term exposure to sulforaphane, or to other natural substances or drugs that modulate the activity of the transcription factor Nrf2 (NFE2-related factor 2) may lead to thyroid dysfunction or thyroid autoimmune disease, questioning the safety of trials with sulforaphane-containing products. Previous studies addressing possible effects of sulforaphane-related compounds from natural product extracts on the thyroid were quite short and/or inconsistent. To investigate whether long-term exposure to a beverage enriched with sulforaphane and its precursor glucoraphanin may affect thyroid function, we analyzed biochemical measures of thyroid function and thyroid autoimmunity in 45 female participants in a randomized clinical trial at baseline and after 84 days of beverage administration. Serum levels of thyroid-stimulating hormone, free thyroxine and thyroglobulin were not affected by the treatment, and neither was the thyroid autoimmunity status of participants. These results provide evidence in favor of the safety of chemoprevention strategies that target the activation of Nrf2 to protect against environmental exposures and other oxidative stress-related pathologies.
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Affiliation(s)
- Dionysios V Chartoumpekis
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Panos G Ziros
- Service of Endocrinology, Diabetology and Metabolism, Lausanne University Hospital, Lausanne, Switzerland
| | - Jian-Guo Chen
- Department of Epidemiology, Qidong Liver Cancer Institute, Qidong, Jiangsu, China
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA
| | - Thomas W Kensler
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Gerasimos P Sykiotis
- Service of Endocrinology, Diabetology and Metabolism, Lausanne University Hospital, Lausanne, Switzerland.
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Rivera-Andrade A, Kroker-Lobos MF, Lazo M, Freedman ND, Smith JW, Torres O, McGlynn KA, Groopman JD, Guallar E, Ramirez-Zea M. High prevalence of non-alcoholic fatty liver disease and metabolic risk factors in Guatemala: A population-based study. Nutr Metab Cardiovasc Dis 2019; 29:191-200. [PMID: 30573307 PMCID: PMC6461713 DOI: 10.1016/j.numecd.2018.10.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 09/30/2018] [Accepted: 10/22/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND There are no data on the prevalence of non-alcoholic fatty liver disease (NAFLD) in general population samples in Guatemala or in other Central American countries. The prevalence and distribution of NAFLD and its associated risk factors were evaluated in a population-based sample of adults in Guatemala. METHODS Cross-sectional study of 411 men and women 40 years of age or older residing in urban and rural areas of Guatemala. Metabolic outcomes included obesity, central obesity, hypercholesterolemia, diabetes, and metabolic syndrome (MetS). Liver disease outcomes included elevated liver enzymes, elevated Fatty Liver Index (FLI), and elevated FIB-4 score. RESULTS The overall prevalence of obesity, central obesity, diabetes, and MetS were 30.9, 74.3, 21.6, and 64.2%, respectively. The fully-adjusted prevalence ratios (95% CI) for obesity, central obesity, diabetes, and MetS comparing women to men were 2.83 (1.86-4.30), 1.72 (1.46-2.02), 1.18 (1.03-1.34), and 1.87 (1.53-2.29), respectively. The overall prevalence of elevated liver enzymes (ALT or AST), elevated FLI, and elevated FIB-4 scores were 38.4, 60.1, and 4.1%, respectively. The fully-adjusted prevalence ratios (95% CI) for elevated liver enzymes (either ALT or AST) and elevated FLI score comparing women to men were 2.99 (1.84-4.86) and 1.47 (1.18-1.84), respectively. CONCLUSIONS The prevalence of metabolic abnormalities and liver outcomes in this general population study was very high. The prevalence of metabolic and liver abnormalities was particularly high among women, an observation that could explain the atypical 1:1 male to female ratio of liver cancer in Guatemala.
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Affiliation(s)
- A Rivera-Andrade
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - M F Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - M Lazo
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - N D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD 20892, USA
| | - J W Smith
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - O Torres
- Laboratorio de Diagnóstico Molecular, Guatemala City, Guatemala
| | - K A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Rockville, MD 20892, USA
| | - J D Groopman
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - E Guallar
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA.
| | - M Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
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Abstract
Qidong (Jiangsu, China) has been of interest to cancer epidemiologists and biologists because, until recently, it was an endemic area for liver cancer, having amongst the highest incidence rates in the world. The establishment of the Qidong Cancer Registry together with the Qidong Liver Cancer Institute in 1972 has charted the patterns of liver cancer incidence and mortality in a stable population throughout a period of enormous economic, social, and environmental changes as well as of improvements in health care delivery. Updated incidence trends in Qidong are described. Notably, the China age-standardized incidence rate for liver cancer has dropped by over 50% in the past several decades. Molecular epidemiologic and genomic deep sequencing studies have affirmed that infection with hepatitis B virus as well as dietary exposure to aflatoxins through contamination of dietary staples such as corn, and to microcystins – blue-green algal toxins found in ditch and pond water – were likely important etiologic factors that account for the high incidence of liver cancer in this region. Public health initiatives to facilitate universal vaccination of newborns against HBV and to improve drinking water sources in this rural area, as well as economic and social mandates serendipitously facilitating dietary diversity, have led to precipitous declines in exposures to these etiologic factors, concomitantly driving substantive declines in the liver cancer incidence seen now in Qidong. In this regard, Qidong serves as a template for the global impact that a package of intervention strategies may exert on cancer burden.
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Affiliation(s)
- Jianguo Chen
- Department of Epidemiology, Qidong Liver Cancer Institute, Qidong 226200, China.,Department of Epidemiology, Tumor Hospital, Nantong University, Nantong 226361, China
| | - Jian Zhu
- Department of Epidemiology, Qidong Liver Cancer Institute, Qidong 226200, China
| | - Gaoren Wang
- Department of Epidemiology, Tumor Hospital, Nantong University, Nantong 226361, China
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore 21205, MD, USA
| | - Thomas W Kensler
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore 21205, MD, USA.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle 98109, WA 98109, USA
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Coskun E, Jaruga P, Vartanian V, Erdem O, Egner PA, Groopman JD, Lloyd RS, Dizdaroglu M. Aflatoxin-Guanine DNA Adducts and Oxidatively Induced DNA Damage in Aflatoxin-Treated Mice in Vivo as Measured by Liquid Chromatography-Tandem Mass Spectrometry with Isotope Dilution. Chem Res Toxicol 2018; 32:80-89. [PMID: 30525498 DOI: 10.1021/acs.chemrestox.8b00202] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Dietary exposure to aflatoxin B1 (AFB1) is a significant contributor to the incidence of hepatocellular carcinomas globally. AFB1 exposure leads to the formation of AFB1-N7-guanine (AFB1-N7-Gua) and two diastereomers of the imidazole ring-opened 8,9-dihydro-8-(2,6-diamino-4-oxo-3,4-dihydropyrimid-5-yl-formamido)-9-hydroxyaflatoxin B1 (AFB1-FapyGua) in DNA. These adducts lead to G → T transversion mutations with the ring-opened adduct being more mutagenic than the cationic species. Accurate measurement of these three adducts as biomarkers in DNA and urine will help identify dietary exposure to AFB1 as a risk factor in the development of hepatocellular carcinoma worldwide. Herein, we report an improved methodology for the measurement of AFB1-N7-Gua and the two diastereomers of AFB1-FapyGua using liquid chromatography-tandem mass spectrometry with isotope dilution. We measured the levels of these compounds in liver DNA of six control mice and six AFB1-treated mice. Levels varying from 1.5 to 45 lesions/106 DNA bases in AFB1-treated mice were detected depending on the compound and animal. No background levels of these adducts were detected in control mice. We also tested whether the AFB1 treatment caused oxidatively induced DNA base damage using gas chromatography-tandem mass spectrometry with isotope dilution. Although background levels of several pyrimidine- and purine-derived lesions were detected, no increases in these levels were found upon AFB1 treatment of mice. On the other hand, significantly increased levels of (5' R)- and (5' S)-8,5'-cyclo-2'-deoxyadenosines were observed in liver DNA of AFB1-treated mice. The impact of this work is expected to achieve the accurate measurement of three AFB1-DNA adducts and oxidatively induced DNA lesions as biomarkers of AFB1 exposure as germane to investigations designed for the prevention of aflatoxin-related hepatocellular carcinomas and for determining the effects of genetic deficiencies in human populations.
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Affiliation(s)
- Erdem Coskun
- Biomolecular Measurement Division , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States
| | - Pawel Jaruga
- Biomolecular Measurement Division , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States
| | - Vladimir Vartanian
- Oregon Institute of Occupational Health Sciences , Oregon Health & Science University , Portland , Oregon 97239 , United States
| | - Onur Erdem
- Biomolecular Measurement Division , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States.,Department of Toxicology, Gülhane Faculty of Pharmacy , University of Health Sciences , Ankara 06010 , Turkey
| | - Patricia A Egner
- Department of Environmental Health and Engineering , Johns Hopkins University Bloomberg School of Public Health , Baltimore , Maryland 21205 , United States
| | - John D Groopman
- Department of Environmental Health and Engineering , Johns Hopkins University Bloomberg School of Public Health , Baltimore , Maryland 21205 , United States
| | - R Stephen Lloyd
- Department of Toxicology, Gülhane Faculty of Pharmacy , University of Health Sciences , Ankara 06010 , Turkey
| | - Miral Dizdaroglu
- Biomolecular Measurement Division , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States
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Chen C, Mitchell NJ, Gratz J, Houpt ER, Gong Y, Egner PA, Groopman JD, Riley RT, Showker JL, Svensen E, Mduma ER, Patil CL, Wu F. Exposure to aflatoxin and fumonisin in children at risk for growth impairment in rural Tanzania. Environ Int 2018; 115:29-37. [PMID: 29544138 PMCID: PMC5989662 DOI: 10.1016/j.envint.2018.03.001] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 03/01/2018] [Accepted: 03/01/2018] [Indexed: 05/11/2023]
Abstract
Growth impairment is a major public health issue for children in Tanzania. The question remains as to whether dietary mycotoxins play a role in compromising children's growth. We examined children's exposures to dietary aflatoxin and fumonisin and potential impacts on growth in 114 children under 36 months of age in Haydom, Tanzania. Plasma samples collected from the children at 24 months of age (N = 60) were analyzed for aflatoxin B1-lysine (AFB1-lys) adducts, and urine samples collected between 24 and 36 months of age (N = 94) were analyzed for urinary fumonisin B1 (UFB1). Anthropometric, socioeconomic, and nutritional parameters were measured and growth parameter z-scores were calculated for each child. Seventy-two percent of the children had detectable levels of AFB1-lys, with a mean level of 5.1 (95% CI: 3.5, 6.6) pg/mg albumin; and 80% had detectable levels of UFB1, with a mean of 1.3 (95% CI: 0.8, 1.8) ng/ml. This cohort had a 75% stunting rate [height-for-age z-scores (HAZ) < -2] for children at 36 months. No associations were found between aflatoxin exposures and growth impairment as measured by stunting, underweight [weight-for-age z-scores (WAZ) < -2], or wasting [weight-for-height z-scores (WHZ) < -2]. However, fumonisin exposure was negatively associated with underweight (with non-detectable samples included, p = 0.0285; non-detectable samples excluded, p = 0.005) in this cohort of children. Relatively low aflatoxin exposure at 24 months was not linked with growth impairment, while fumonisin exposure at 24-36 months based on the UFB1 biomarkers may contribute to the high growth impairment rate among children of Haydom, Tanzania; which may be associated with their breast feeding and weaning practices.
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Affiliation(s)
- Chen Chen
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Nicole J Mitchell
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA; Uckele Health and Nutrition, Blissfield, MI, USA
| | - Jean Gratz
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
| | - Eric R Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
| | - Yunyun Gong
- School of Food Science and Nutrition, University of Leeds, UK
| | - Patricia A Egner
- Department of Environmental Health Sciences, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA
| | - John D Groopman
- Department of Environmental Health Sciences, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ronald T Riley
- Toxicology and Mycotoxin Research Unit, National Poultry Disease Research Center, R.B. Russell Research Center, USDA-ARS, Athens, GA, USA
| | - Jency L Showker
- Toxicology and Mycotoxin Research Unit, National Poultry Disease Research Center, R.B. Russell Research Center, USDA-ARS, Athens, GA, USA
| | - Erling Svensen
- Haukeland University Hospital, Bergen, Norway; Haydom Lutheran Hospital, Manyara Region, Tanzania; University of Bergen, Norway
| | | | - Crystal L Patil
- Department of Women, Children and Family Health Science, University of Illinois at Chicago, College of Nursing, Chicago, IL, USA
| | - Felicia Wu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA.
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Gour N, Sudini K, Khalil SM, Rule AM, Lees P, Gabrielson E, Groopman JD, Lajoie S, Singh A. Unique pulmonary immunotoxicological effects of urban PM are not recapitulated solely by carbon black, diesel exhaust or coal fly ash. Environ Res 2018; 161:304-313. [PMID: 29178979 PMCID: PMC5747992 DOI: 10.1016/j.envres.2017.10.041] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 10/12/2017] [Accepted: 10/24/2017] [Indexed: 05/21/2023]
Abstract
BACKGROUND Exposure to particulate matter (PM) is increasing worldwide as a result of increased human activity, the rapid industrialization of developing countries, and effects of climate change. Adverse effects of PM on human health are well documented, and because PM exposure occurs mostly through the airways, PM has especially deleterious impact on the lungs. OBJECTIVE We investigated whether surrogate PM particles like carbon black (CB), diesel exhaust particle (DEP), coal fly ash (CFA) can recapitulate the allergic airway inflammatory response induced by urban particulate matter. METHODS We compared the pro-inflammatory potential of urban PM collected from New York (NYC) and Baltimore (Balt) with CB, DEP and CFA surrogate PM particles. Eight to ten weeks old BALB/cJ mice were exposed through the airways to particulate material, and markers of airway inflammation were determined. Specifically, we assessed cellular influx, mucus production, lung function, cytokine levels as well as immune cell profiling of the lungs. RESULTS Herein, we demonstrate that exposure to equivalent mass of stand-alone surrogate PM particles like CB, DEP and CFA, fails to induce significant airway inflammatory response seen after similar exposure to urban PMs. Specifically, we observe that PM collected from New York (NYC) and Baltimore city (Balt) triggers a mixed Th2/Th17 response accompanied by eosinophilic and neutrophilic influx, mucus production and airway hyperresponsiveness (AHR). Although the immune profile of NYC and Baltimore PMs are similar, they demonstrate considerable differences in their potency. Baltimore PM induced more robust airway inflammation, AHR, and Th2 cytokine production, possibly due to the greater metal content in Baltimore PM. CONCLUSIONS Urban particulate matter with its unique physiochemical properties and heterogeneous composition elicits a mixed Th2/Th17 allergic airway response that is not seen after similar exposures to surrogate PM particles.
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Affiliation(s)
- Naina Gour
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States; Solomon H. Snyder Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Kuladeep Sudini
- Department of Health, Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Syed Muaz Khalil
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Ana M Rule
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Peter Lees
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Edward Gabrielson
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Stephane Lajoie
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
| | - Anju Singh
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.
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Chen T, Qian G, Fan C, Sun Y, Wang J, Lu P, Xue X, Wu Y, Zhang Q, Jin Y, Wu Y, Gan Y, Lu J, Kensler TW, Groopman JD, Tu H. Qidong hepatitis B virus infection cohort: a 25-year prospective study in high risk area of primary liver cancer. Hepatoma Res 2018; 4:4. [PMID: 29479565 PMCID: PMC5824723 DOI: 10.20517/2394-5079.2017.50] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Qidong hepatitis B virus (HBV) infection cohort (QBC) is a prospective community-based study designed to investigate causative factors of primary liver cancer (PLC) in Qidong, China, where both PLC and HBV infection are highly endemic. Residents aged 20-65 years, living in seven townships of Qidong, were surveyed using hepatitis B surface antigen (HBsAg) serum test and invited to participate in QBC from June 1991 to December 1991. A total of 852 and 786 participants were enrolled in HBsAg-positive and HBsAg-negative sub-cohorts in May 1992, respectively. All participants were actively followed up in person, received HBsAg, alanine aminotransferase (ALT), alpha-fetoprotein (AFP) tests and upper abdominal ultrasonic examination, and donated blood and urine samples once or twice a year. The total response rate was 99.6%, and the number of incident PLC was 201 till the end of February 2017. The ratio of incidence rates was 12.32 (95% confidence interval[CI]=7.16-21.21, P < 0.0001) in HBsAg-positive arm compared with HBsAg-negative arm. The relative risk of PLC was 13.25 (95% CI=6.67-26.33, P < 0.0001) and 28.05 (95% CI=13.87-56.73, P < 0.0001) in the HBsAg+/HBeAg- group and the HBsAg+/HBeAg+ group, respectively, as compared to the HBsAg-/HBeAg- group. A series of novel PLC-related mutations including A2159G, A2189C and G2203W at the C gene, A799G, A987G and T1055A at the P gene of HBV genome were identified by using samples from the cohort. The mutation in hepatitis B virus (HBV) basal core promoter region of HBV genome has an accumulative effect on the occurrence of PLC. In addition, the tripartite relationship of aflatoxin exposure, P53 mutation and PLC was also investigated. Dynamic prediction model for PLC risk by using its long-term follow-up information and serial blood samples for QBC was developed. This model is expected to improve the efficiency of PLC screening in HBV infection individuals.
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Affiliation(s)
- Taoyang Chen
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Gengsun Qian
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Chunsun Fan
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Yan Sun
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Jinbing Wang
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Peixin Lu
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Xuefeng Xue
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Yan Wu
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Qinan Zhang
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Yan Jin
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Yiqian Wu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Yu Gan
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Jianquan Lu
- Department of Etiology, Qidong Liver Cancer Institute, Qidong People’s Hospital, Qidong, 226200, Jiangsu, China
| | - Thomas W. Kensler
- Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - John D. Groopman
- Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Hong Tu
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
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Sriwattanapong K, Slocum SL, Chawanthayatham S, Fedeles BI, Egner PA, Groopman JD, Satayavivad J, Croy RG, Essigmann JM. Editor's Highlight: Pregnancy Alters Aflatoxin B1 Metabolism and Increases DNA Damage in Mouse Liver. Toxicol Sci 2017; 160:173-179. [PMID: 28973694 PMCID: PMC5837592 DOI: 10.1093/toxsci/kfx171] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Pregnancy is a complex physiological state, in which the metabolism of endogenous as well as exogenous agents is ostensibly altered. One exogenous agent of concern is the hepatocarcinogen aflatoxin B1 (AFB1), a foodborne fungal toxin, that requires phase I metabolic oxidation for conversion to its toxic and carcinogenic form, the AFB1-8,9-exo-epoxide. The epoxide interacts with cellular targets causing toxicity and cell death; these targets include the covalent modification of DNA leading to mutations that can initiate malignant transformation. The main detoxification pathway of the AFB1-epoxide involves phase II metabolic enzymes including the glutathione-S-transferase (GST) family. Pregnancy can modulate both phase I and II metabolism and alter the biological potency of AFB1. The present work investigated the impact of pregnancy on AFB1 exposure in mice. A single IP dose of 6 mg/kg AFB1 was administered to pregnant C57BL/6 J mice at gestation day 14 and matched non-pregnant controls. Pregnant mice accumulated 2-fold higher AFB1-N7-guanine DNA adducts in the liver when compared with nonpregnant controls 6 h post-exposure. Enhanced DNA adduct formation in pregnant animals paralleled elevated hepatic protein expression of mouse CYP1A2 and mouse homologs of human CYP3A4, phase I enzymes capable of bioactivating AFB1. Although phase II enzymes GSTA1/2 showed decreased protein expression, GSTA3, the primary enzymatic protection against the AFB1-epoxide, was unaffected at the protein level. Taken together, our results reveal that pregnancy may constitute a critical window of susceptibility for maternal health, and provide insight into the biochemical factors that could explain the underlying risks.
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Affiliation(s)
- Kanokwan Sriwattanapong
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
- Graduate Program in Environmental Toxicology, Chulabhorn Graduate Institute,
Bangkok 10210, Thailand
| | - Stephen L. Slocum
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
| | - Supawadee Chawanthayatham
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
| | - Bogdan I. Fedeles
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
| | - Patricia A. Egner
- Department of Environmental Health Sciences, The Johns Hopkins Bloomberg
School of Public Health, Baltimore, Maryland 21205
| | - John D. Groopman
- Department of Environmental Health Sciences, The Johns Hopkins Bloomberg
School of Public Health, Baltimore, Maryland 21205
| | - Jutamaad Satayavivad
- Graduate Program in Environmental Toxicology, Chulabhorn Graduate Institute,
Bangkok 10210, Thailand
| | - Robert G. Croy
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
| | - John M. Essigmann
- Departments of Biological Engineering and Chemistry, and Center for
Environmental Health Sciences, Massachusetts Institute of Technology, Cambridge,
Massachusetts 02139
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Livingstone MC, Johnson NM, Roebuck BD, Kensler TW, Groopman JD. Profound changes in miRNA expression during cancer initiation by aflatoxin B 1 and their abrogation by the chemopreventive triterpenoid CDDO-Im. Mol Carcinog 2017; 56:2382-2390. [PMID: 28218475 DOI: 10.1002/mc.22635] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 02/01/2017] [Accepted: 02/16/2017] [Indexed: 12/17/2022]
Abstract
Aflatoxin B1 (AFB1 ) is a potent human and animal hepatocarcinogen. To investigate the effects of aflatoxin on miRNA expression during the initiation phase of carcinogenesis, next-generation sequencing was used to analyze liver tissues from F344 rats exposed to 200 μg/kg per day AFB1 for 4 week. A panel of miRNAs was identified that was upregulated with AFB1 treatment compared to controls: rno-miR-434-3p, rno-miR-411-5p, rno-miR-221-3p, rno-miR-127-3p, rno-miR-205, rno-miR-429, rno-miR-34a-5p, rno-miR-181c-3p, rno-miR-200b-3p, and rno-miR-541-5p. Analysis of rat livers exposed to AFB1 plus the chemopreventive triterpenoid CDDO-Im revealed a striking abrogation of this upregulation. These changes were validated by real-time PCR. We also explored the temporal variation in expression of the candidate miRNAs during the 4-week dosing period. Most of the candidate miRNAs were upregulated at week 1 and increased for the duration of AFB1 dosing over the 4-week period. Treatment with CDDO-Im ameliorated these effects at all time points. All candidate miRNAs were detectable in serum from aflatoxin treated animals; however, there was no significant difference in expression for 7 of the 11 miRNAs examined. Exposure to AFB1 upregulated miR-122-5p (fivefold), 34a-5p (13-fold), and 181c-3p (170-fold) compared with controls. The findings from this study give insight into epigenetic changes induced by aflatoxin taking place during the initial step of carcinogenesis.
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Affiliation(s)
| | | | - Bill D Roebuck
- Dartmouth College School of Medicine, Hanover, New Hampshire
| | - Thomas W Kensler
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - John D Groopman
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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Schulze KJ, Cole RN, Chaerkady R, Wu LSF, Nonyane BAS, Lee SE, Yager JD, Groopman JD, Christian P, West, Jr KP. Plasma Selenium Protein P Isoform 1 (SEPP1): A Predictor of Selenium Status in Nepalese Children Detected by Plasma Proteomics. INT J VITAM NUTR RES 2017; 87:1-10. [DOI: 10.1024/0300-9831/a000256] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Abstract. Selenium deficiency or excess may have public health consequences, yet selenium status is infrequently characterized in populations, perhaps due to challenges in methodology. We are seeking to identify plasma proteins, using proteomics discovery and validation approaches, to serve as proxies for micronutrient status, including selenium, which may in the future be more readily assessed by robust, affordable field methods. In a sample of rural Nepalese children 6 - 8 years old (n = 500), the prevalence of selenium deficiency was 13.6 and 60.9 % at plasma selenium concentrations < 0.60 and < 0.89 µmol/L, respectively, assessed by atomic absorption spectroscopy. Relative abundance of selenoprotein P isoform 1 (SEPP1), glutathione reductase-3, and apolipoprotein A2 from discovery-based experiments was correlated with plasma selenium with a false discovery rate < 10 % (i. e., q < 0.10), all with p < 0.001. In linear mixed effects regression models to predict plasma selenium, only SEPP1 was significant (R2 = 0.63), estimating 8.2 % (95 % CI: 3.9 - 12.6) and 65.5(61.4 - 69.7)% of the in-sample population as deficient at each respective cut-off. Targeted quantification of SEPP1 in a preliminary series of specimens (n = 19) as a validation of the discovery approach revealed a high correlation with plasma selenium (r = 0.757, p = 0.0002). Plasma proteomics can identify valid plasma protein indicators of micronutrient status, as shown with selenium, comprising a step toward making population assessment of selenium status in vulnerable groups more accessible.
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Affiliation(s)
- Kerry J. Schulze
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Robert N. Cole
- Mass Spectrometry and Proteomics Core Facility, Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Raghothama Chaerkady
- Mass Spectrometry and Proteomics Core Facility, Department of Biological Chemistry, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Lee S. F. Wu
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Bareng A. S. Nonyane
- Program in Global Disease Epidemiology and Control, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Sun Eun Lee
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - James D. Yager
- Department of Environmental Health Sciences, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - John D. Groopman
- Department of Environmental Health Sciences, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Parul Christian
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Keith P West, Jr
- Center for Human Nutrition, Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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Smith JW, Egner PA, Lazo M, Rivera A, Kroker F, Freedman ND, McGlynn KA, Ramirez-Zea M, Guallar E, Groopman JD. Abstract 4247: Quantitative measurement of aflatoxin-serum albumin adducts reveals substantial exposure in Guatemala, a country with high rates of liver cancer mortality in men and women. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Low-income countries across the world are increasingly burdened with growing rates of cancer incidence and mortality. Opportunities for prevention in these populations may be realized most readily for cancer sites with known etiologies that are amenable to intervention. Liver cancer is the sixth-most commonly occurring cancer worldwide and is the second-most common contributor to global cancer mortality. Aflatoxin B1 (AFB1) is a known and potent human hepatocarcinogen, with exposure occurring via ingestion of grains - especially maize - contaminated with Aspergillus flavus. Previous work in regions with endemic levels of liver cancer has shown that reducing AFB1 exposure attenuated liver cancer mortality - even in the presence of other known etiological exposures, such as hepatitis B virus. Guatemala experiences high rates of liver cancer - which is uniquely distributed equally between men and women - and consumes maize as a dietary staple, making the assessment of AFB1 exposure a high priority for cancer prevention efforts in this country. Therefore, we measured circulating levels of the AFB1-albumin adduct, an established biomarker of AFB1 exposure, in adults residing in five geographically and ecologically dispersed departments of Guatemala (Guatemala, Suchitepéquez, Sololá, Escuintla, and Quiché). Healthy men and women aged 40 and older were recruited for the study. Pregnant women or individuals with implanted cardiac devices were excluded from participation. Subjects (n=436) gave informed consent and provided demographic information and a venipuncture blood sample during a clinic visit. Serum was separated from whole blood, digested with protease, subjected to solid-phase extraction, and analyzed with isotope dilution ultrahigh-performance liquid chromatography-triple quadrupole mass spectrometry. Serum albumin was measured by ELISA. AFB1-albumin adducts (pg AFB1-lysine adduct/mg albumin) were detectable in 100% of samples, with a mean ± SEM of 21.6 ± 2.5 and range of 0.2 - 814.8. These levels are similar to those observed in regions of China in the 1980s, prior to reductions in AFB1 exposure and liver cancer mortality. Stratification by demographic factors revealed significant differences in aflatoxin levels in urban (9.6 ± 1.3) versus rural (28.8 ± 3.9) subjects (p ≤ 0.001). Accordingly, AFB1-albumin adduct levels were lowest in the urban municipality of Escuintla (5.8 ± 1.1) and highest in rural Suchitepéquez (36.4 ± 4.8). Exposure was significantly different by sex, with men having higher levels compared to women (30.0 ± 5.4 vs. 15.3 ± 1.3, p = 0.01). These data show that AFB1 exposure in Guatemalan adults is similar to levels previously shown to increase liver cancer risk. Larger cohort and prospective studies are warranted to assess the relationship between liver cancer incidence and AFB1 exposure in this population.
Citation Format: Joshua W. Smith, Patricia A. Egner, Mariana Lazo, Alvaro Rivera, Fernanda Kroker, Neal D. Freedman, Katherine A. McGlynn, Manuel Ramirez-Zea, Eliseo Guallar, John D. Groopman. Quantitative measurement of aflatoxin-serum albumin adducts reveals substantial exposure in Guatemala, a country with high rates of liver cancer mortality in men and women [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4247. doi:10.1158/1538-7445.AM2017-4247
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Affiliation(s)
- Joshua W. Smith
- 1Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | | | - Mariana Lazo
- 1Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Alvaro Rivera
- 2Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Fernanda Kroker
- 2Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Neal D. Freedman
- 3National Cancer Institute, National Institutes of Health, Rockville, MD
| | | | - Manuel Ramirez-Zea
- 2Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Eliseo Guallar
- 1Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Livingstone MC, Roebuck BD, Johnson NM, Kensler TW, Groopman JD. Abstract 4448: Elevated levels of circulating miR-34a-5p and miR-181c-3p during cancer initiation by aflatoxin B1. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
MicroRNAs are small non-coding RNAs that affect gene expression. They are essential in normal physiological processes and have been implicated in carcinogenesis. Hepatocellular carcinoma (HCC) is the second leading cause of cancer death globally, with the risk factor aflatoxin (AFB1) estimated to play a causal role in up to 28% of all HCC cases. In this study, we analyzed circulating miRNAs in a quantitative rat cancer model that were previously found to be associated with AFB1 exposure in liver. Sera were examined from 3 groups of animals: rats dosed with AFB1 (200 µg) for 28 consecutive days receiving vehicle only or AFB1 plus the chemopreventive agent CDDO-Im (30 µmol), and controls (Johnson et al., CaPR, 2014). Small RNAs were isolated from these serum samples at the end of the dosing period and analyzed by RT-qPCR. Quantitative PCR results at the end of the carcinogenic 28-day dosing regimen revealed notable increased expression of miR-34a-5p and miR-181c-3p (13 fold and 170 fold, respectively) in the AFB1 treated samples compared to controls. This expression was reduced in animals that received complete protection from developing HCC by concurrent intervention with CDDO-Im. Additionally, miR-122-5p displayed increased expression (5 fold) and miR-541-5p was downregulated (0.08 fold) in the sera of AFB1-treated animals. Overall, the data suggest that serum expression of miR-34a-5p and 181c-3p during liver cancer initiation could give insight into increased risk of developing HCC. Supported by T32ES007141-31A1 and CA197222.
Citation Format: Merricka C. Livingstone, Bill D. Roebuck, Natalie M. Johnson, Thomas W. Kensler, John D. Groopman. Elevated levels of circulating miR-34a-5p and miR-181c-3p during cancer initiation by aflatoxin B1 [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4448. doi:10.1158/1538-7445.AM2017-4448
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Affiliation(s)
| | | | | | | | - John D. Groopman
- 1Johns Hopkins University School of Public Health, Baltimore, MD
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Lee SE, Stewart CP, Schulze KJ, Cole RN, Wu LSF, Yager JD, Groopman JD, Khatry SK, Adhikari RK, Christian P, West KP. The Plasma Proteome Is Associated with Anthropometric Status of Undernourished Nepalese School-Aged Children. J Nutr 2017; 147:304-313. [PMID: 28148680 PMCID: PMC5320403 DOI: 10.3945/jn.116.243014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 12/06/2016] [Accepted: 01/04/2017] [Indexed: 12/21/2022] Open
Abstract
Background: Malnutrition affects body growth, size, and composition of children. Yet, few functional biomarkers are known to be associated with childhood morphology. Objective: This cross-sectional study examined associations of anthropometric indicators of height, musculature, and fat mass with plasma proteins by using proteomics in a population cohort of school-aged Nepalese children. Methods: Height, weight, midupper arm circumference (MUAC), triceps and subscapular skinfolds, upper arm muscle area (AMA), and arm fat area (AFA) were assessed in 500 children 6–8 y of age. Height-for-age z scores (HAZs), weight-for-age z scores (WAZs), and body mass index–for-age z scores (BAZs) were derived from the WHO growth reference. Relative protein abundance was quantified by using tandem mass spectrometry. Protein-anthropometry associations were evaluated by linear mixed-effects models and identified as having a false discovery rate (q) <5%. Results: Among 982 proteins, 1, 10, 14, and 17 proteins were associated with BAZ, HAZ, MUAC, and AMA, respectively (q < 0.05). Insulin-like growth factor (IGF)-I, 2 IGF-binding proteins, and carnosinase-1 were associated with both HAZ and AMA. Proteins involved in nutrient transport, activation of innate immunity, and bone mineralization were associated with HAZ. Several extracellular matrix proteins were positively associated with AMA alone. The proteomes of MUAC and AMA substantially overlapped, whereas no proteins were associated with AFA or triceps and subscapular skinfolds. Myosin light-chain kinase, possibly reflecting leakage from muscle, was inversely associated with BAZ. The proteome of WAZ was the largest (n = 33) and most comprehensive, including proteins involved in neural development and oxidative stress response, among others. Conclusions: Plasma proteomics confirmed known biomarkers of childhood growth and revealed novel proteins associated with lean mass in chronically undernourished children. Identified proteins may serve as candidates for assessing growth and nutritional status of children in similar undernourished settings. The antenatal micronutrient supplementation trial yielding the study cohort of children was registered at clinicaltrials.gov as NCT00115271.
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Affiliation(s)
- Sun Eun Lee
- Center for Human Nutrition, Department of International Health, and
| | - Christine P Stewart
- Program in International and Community Nutrition, Department of Nutrition, University of California Davis, Davis, CA
| | - Kerry J Schulze
- Center for Human Nutrition, Department of International Health, and
| | - Robert N Cole
- Mass Spectrometry and Proteomics Facility, Department of Biological Chemistry, Johns Hopkins School of Medicine, Baltimore, MD
| | - Lee S-F Wu
- Center for Human Nutrition, Department of International Health, and
| | - James D Yager
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - John D Groopman
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Subarna K Khatry
- Nepal Nutrition Intervention Project-Sarlahi, Kathmandu, Nepal; and
| | | | - Parul Christian
- Center for Human Nutrition, Department of International Health, and
| | - Keith P West
- Center for Human Nutrition, Department of International Health, and
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Mitchell NJ, Riley RT, Egner PA, Groopman JD, Wu F. Chronic aflatoxin exposure in children living in Bhaktapur, Nepal: Extension of the MAL-ED study. J Expo Sci Environ Epidemiol 2017; 27:106-111. [PMID: 26732375 DOI: 10.1038/jes.2015.87] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Revised: 10/12/2015] [Accepted: 11/10/2015] [Indexed: 06/05/2023]
Abstract
Exposure to aflatoxin, a mycotoxin common in maize and groundnuts, has been associated with childhood stunting in sub-Saharan Africa. In an effort to further our understanding of growth impairment in relation to mycotoxins and other risk factors, biospecimens from a cohort of children enrolled in the Bhaktapur, Nepal MAL-ED study were assessed for aflatoxin exposure at 15, 24, and 36 months of age. Exposure was assessed through a well-established serum biomarker, the AFB1-lysine adduct. In this manuscript, the levels of aflatoxin exposure in the Nepal cohort were compared with those observed in aflatoxin studies, with child growth parameters as a health outcome. Results from this preliminary analysis demonstrated chronic aflatoxin exposure in children residing in Bhaktapur with a geometric mean of 3.62 pg AFB1-lysine/mg albumin. The range of exposure in this population is similar to those in African populations where associations with aflatoxin biomarkers and poor child growth have been observed. Future work will analyze the relationships between aflatoxin levels, growth, and other risk factors collected by the MAL-ED study.
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Affiliation(s)
- Nicole J Mitchell
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA
| | - Ronald T Riley
- Toxicology and Mycotoxin Research Unit, National Poultry Disease Research Center, R.B. Russell Research Center, USDA-ARS, Athens, Georgia, USA
| | - Patricia A Egner
- Department of Environmental Health Sciences, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - John D Groopman
- Department of Environmental Health Sciences, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Felicia Wu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA
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Livingstone MC, Roebuck BD, Johnson NM, Kensler TW, Groopman JD. Abstract 1083: Temporal trends in microRNAs during subchronic aflatoxin dosing and modulation by the chemopreventive oleane triterpenoid, CDDO-Im. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-1083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Liver cancer is the second leading cause of cancer death worldwide: risk factors include the viruses, HBV and HCV, and the environmental carcinogen aflatoxin B1 (AFB1). Chemoprevention strategies that activate genes controlled by the KEAP1-NRF2 pathway, such as CDDO-Im, afford complete protection against AFB1-induced hepatocarcinogenesis in rats. The opportunity to deploy these types of agents in high-risk populations would be advanced by the validation of biomarkers reflecting their efficacy. MicroRNAs (miRNAs) affecting gene expression are important in normal physiology and have been shown to be frequently dysregulated in cancer. It is our hypothesis that specific rat liver miRNAs are biomarkers that temporally track with AFB1-induced liver cancer, and are modulated in animals that receive complete protection by CDDO-Im.
MiRNAs were isolated from archived liver tissue of rats (Johnson et al., CaPR, 2014) that were dosed with AFB1 (200 μg) for 28 consecutive days. Two additional groups received either vehicle only or AFB1 + CDDO-Im (30 μmol). After RNA isolation (miRCURY tissue, Exiqon), samples were profiled by RNA sequencing (Illumina). Fourteen miRNAs were selected based on dynamic range and level of detection for validation by RT-qPCR (TaqMan microRNA assay).
MiRNA profiling from animals at the end of the carcinogenic 28-day dosing regimen revealed an increased total number of miRNAs due to AFB1 exposure alone (n≈500) compared to control. Those miRNAs displaying a greater than 10 fold increase in expression between control and AFB1 treatment groups were examined in detail: 541-5p, 34a-5p, 127-3p, 205, 434-3p, 429, 411-5p, 181c-3p, 200b-3p, 221-3p. RNA-seq data showed that these were all upregulated in the AFB1-treated samples. Co-treatment with CDDO-Im shifted expression levels back to control. The miRNAs 192-3p, 92a-3p, 26b-3p, and 375-3p were expressed consistently in all treatment groups and were selected for normalization. Expression levels of the 14 candidate miRNAs were then examined in liver samples obtained from rats after 7, 14 and 21 doses AFB1 and compared to levels determined at week 4 (28 doses AFB1). Quantitative analysis demonstrated an increase in expression of the panel of miRNAs due to AFB1 exposure over the dosing period, potentially indicating a role in early carcinogenesis. MicroRNA expression showed a varying trend over time in animals treated with AFB1 plus CDDO-Im. Three invariant miRNAs (miR-375-3p, 92a-3p, 192-3p) showed little change during the 28-day exposure period.
In conclusion, we have identified a panel of miRNAs that are upregulated and track with AFB1 exposure. These changes are abrogated by treatment with CDDO-Im and thus reflect the protective efficacy of the intervention. Supported by T32ES007141-31A1 and CA197222.
Citation Format: Merricka C. Livingstone, Bill D. Roebuck, Natalie M. Johnson, Thomas W. Kensler, John D. Groopman. Temporal trends in microRNAs during subchronic aflatoxin dosing and modulation by the chemopreventive oleane triterpenoid, CDDO-Im. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1083.
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Affiliation(s)
| | | | | | | | - John D. Groopman
- 1Johns Hopkins University School of Public Health, Baltimore, MD
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West KP, Cole RN, Shrestha S, Schulze KJ, Lee SE, Betz J, Nonyane BAS, Wu LSF, Yager JD, Groopman JD, Christian P. A Plasma α-Tocopherome Can Be Identified from Proteins Associated with Vitamin E Status in School-Aged Children of Nepal. J Nutr 2015; 145:2646-56. [PMID: 26446483 PMCID: PMC6619677 DOI: 10.3945/jn.115.210682] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Accepted: 09/14/2015] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The term vitamin E describes a family of 8 vitamers, 1 of which is α-tocopherol, that is essential for human health. Vitamin E status remains largely unknown in low-income countries because of the complexity and cost of measurement. Quantitative proteomics may offer an approach for identifying plasma proteins for assessing vitamin E status in these populations. OBJECTIVE To improve options for vitamin E status assessment, we sought to detect and quantify a set of plasma proteins associated with α- and γ-tocopherol concentrations in a cohort of 500 rural Nepalese children aged 6-8 y and, based on nutrient-protein associations, to predict the prevalence of vitamin E deficiency (α-tocopherol <12 μmol/L). METHODS Study children were born to mothers enrolled in an earlier antenatal micronutrient trial in Sarlahi District, Nepal. Plasma α- and γ-tocopherol concentrations were measured by high-performance liquid chromatography. Plasma aliquots were depleted of 6 high-abundance proteins, digested with trypsin, labeled with isobaric mass tags, and assessed for relative protein abundance by tandem mass spectrometry. Linear mixed-effects models were used to evaluate the association between α-tocopherol status and relative protein abundance and to predict deficiency. RESULTS We quantified 982 plasma proteins in >10% of all child samples, of which 119 correlated with α-tocopherol (false discovery rate, q < 0.10). Proteins were primarily involved in lipid transport, coagulation, repair, innate host defenses, neural function, and homeostasis. Six proteins [apolipoprotein (apo)C-III; apoB; pyruvate kinase, muscle; forkhead box 04; unc5 homolog C; and regulator of G-protein signaling 8] explained 71% of the variability in plasma α-tocopherol, predicting an in-sample population prevalence of vitamin E deficiency of 51.4% (95% CI: 46.4%, 56.3%) compared with a measured prevalence of 54.8%. Plasma γ-tocopherol was associated with 12 proteins (q < 0.10), 2 of which (apoC-III and Misato 1) explained 20% of its variability. CONCLUSIONS In this undernourished population of children in South Asia, quantitative proteomics identified a large plasma α-tocopherome from which 6 proteins predicted the prevalence of vitamin E deficiency. The findings illustrate that protein biomarkers, once absolutely quantified, can potentially predict micronutrient deficiencies in populations. The maternal micronutrient supplementation trial from which data were derived as a follow-up activity was registered with clinicaltrials.gov as NCT00115271.
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Affiliation(s)
| | - Robert N Cole
- Department of Biological Chemistry, Johns Hopkins School of Medicine Mass
Spectrometry and Proteomics Facility, Baltimore, MD
| | - Sudeep Shrestha
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
| | - Kerry J Schulze
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
| | - Sun Eun Lee
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
| | - Joshua Betz
- Departments of Biostatistics, Johns Hopkins University Bloomberg School of
Public Health, Baltimore, MD
| | - Bareng AS Nonyane
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
| | - Lee S-F Wu
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
| | - James D Yager
- Departments of Environmental Health Sciences, Center for Human Nutrition,
Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
| | - John D Groopman
- Departments of Environmental Health Sciences, Center for Human Nutrition,
Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
| | - Parul Christian
- Departments of International Health, Johns Hopkins University Bloomberg
School of Public Health, Baltimore, MD
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Nachman RM, Fox SD, Golden WC, Sibinga E, Groopman JD, Lees PSJ. Serial Free Bisphenol A and Bisphenol A Glucuronide Concentrations in Neonates. J Pediatr 2015; 167:64-9. [PMID: 25921439 PMCID: PMC4485942 DOI: 10.1016/j.jpeds.2015.03.036] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Revised: 01/23/2015] [Accepted: 03/17/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To determine the balance of metabolism of free bisphenol A (BPA) to the inactive conjugate, BPA glucuronide (BPAG), in neonates. STUDY DESIGN Free BPA and BPAG concentrations were measured in 78 urine samples collected between December 2012 and August 2013 from a cohort of 44 healthy full term (≥ 37 weeks' gestation) neonates at 2 intervals (3-6 days and 7-27 days of age). A questionnaire was administered at the time of sample collection. Neonates recruited into the study were born in an urban, tertiary care hospital. RESULTS Only BPAG was detected in the urine samples; concentrations ranged from <0.1 μg/L to 11.21 μg/L (median: 0.27 μg/L). Free BPA concentrations were below the limit of quantification of 0.1 μg/L. Age, but not sex or type of diet, was significantly associated with urinary BPAG concentration (P = .002). CONCLUSIONS Our results illustrate widespread BPA exposure in healthy full-term neonates and efficient conjugation of BPA to its readily excretable and biologically inactive form (BPAG) as early as 3 days of age. Factors other than type of diet may be important contributors to BPA exposure in neonates.
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Affiliation(s)
- Rebecca M Nachman
- Department of Environmental Health Sciences, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Stephen D Fox
- Cancer Research Technology Program, Leidos Biomedical Research, Inc, Frederick National Laboratory for Cancer Research, Frederick, MD
| | - W Christopher Golden
- Eudowood Neonatal Pulmonary Division, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Erica Sibinga
- Division of General Pediatrics and Adolescent Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - John D Groopman
- Department of Environmental Health Sciences, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Peter S J Lees
- Department of Environmental Health Sciences, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Groopman JD, Roebuck BD, Kensler TW. Application of monoclonal antibodies and dietary antioxidant-based animal models to define human exposure to aflatoxin B1. Prog Exp Tumor Res 2015; 31:52-62. [PMID: 2882562 DOI: 10.1159/000413903] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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