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Rosenbaum W, Bovinder Ylitalo E, Castel G, Sjödin A, Larsson P, Wigren Byström J, Forsell MNE, Ahlm C, Pettersson L, Tuiskunen Bäck A. Hybrid capture-based next-generation sequencing of new and old world Orthohantavirus strains and wild-type Puumala isolates from humans and bank voles. J Clin Virol 2024; 172:105672. [PMID: 38574565 DOI: 10.1016/j.jcv.2024.105672] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/20/2024] [Accepted: 03/24/2024] [Indexed: 04/06/2024]
Abstract
Orthohantaviruses, transmitted primarily by rodents, cause hemorrhagic fever with renal syndrome (HFRS) in Eurasia and hantavirus pulmonary syndrome in the Americas. These viruses, with documented human-to-human transmission, exhibit a wide case-fatality rate, 0.5-40 %, depending on the virus species, and no vaccine or effective treatment for severe Orthohantavirus infections exists. In Europe, the Puumala virus (PUUV), carried by the bank vole Myodes glareolus, causes a milder form of HFRS. Despite the reliance on serology and PCR for diagnosis, the three genomic segments of Swedish wild-type PUUV have yet to be completely sequenced. We have developed a targeted hybrid-capture method aimed at comprehensive genomic sequencing of wild-type PUUV isolates and the identification of other Orthohantaviruses. Our custom-designed panel includes >11,200 probes covering the entire Orthohantavirus genus. Using this panel, we sequenced complete viral genomes from bank vole lung tissue, human plasma samples, and cell-cultured reference strains. Analysis revealed that Swedish PUUV isolates belong to the Northern Scandinavian lineage, with nucleotide diversity ranging from 2.8 % to 3.7 % among them. Notably, no significant genotypic differences were observed between the viral sequences from reservoirs and human cases except in the nonstructural protein. Despite the high endemicity of PUUV in Northern Sweden, these are the first complete Swedish wild-type PUUV genomes and substantially increase our understanding of PUUV evolution and epidemiology. The panel's sensitivity enables genomic sequencing of human samples with viral RNA levels reflecting the natural progression of infection and underscores our panel's diagnostic value, and could help to uncover novel Orthohantavirus transmission routes.
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Affiliation(s)
- William Rosenbaum
- Department of Medical Biosciences, Umeå University, SE-90185, Umeå, Sweden
| | | | - Guillaume Castel
- CBGP, INRAE, CIRAD, Institut Agro, IRD, Univ Montpellier, Montpellier, France
| | - Andreas Sjödin
- CBRN Security and Defence, Swedish Defence Research Agency - FOI, Umeå, Sweden
| | - Pär Larsson
- Clinical Genomics Umeå, Umeå University, SE-90185, Umeå, Sweden
| | | | - Mattias N E Forsell
- Department of Clinical Microbiology, Umeå University, SE-90185, Umeå, Sweden
| | - Clas Ahlm
- Department of Clinical Microbiology, Umeå University, SE-90185, Umeå, Sweden
| | - Lisa Pettersson
- Department of Clinical Microbiology, Umeå University, SE-90185, Umeå, Sweden
| | - Anne Tuiskunen Bäck
- Department of Clinical Microbiology, Umeå University, SE-90185, Umeå, Sweden.
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Sandås K, Lewerentz J, Karlsson E, Karlsson L, Sundell D, Simonyté-Sjödin K, Sjödin A. Nanometa Live: a user-friendly application for real-time metagenomic data analysis and pathogen identification. Bioinformatics 2024; 40:btae108. [PMID: 38407280 PMCID: PMC10924712 DOI: 10.1093/bioinformatics/btae108] [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: 07/07/2023] [Revised: 01/24/2024] [Accepted: 02/23/2024] [Indexed: 02/27/2024] Open
Abstract
SUMMARY Nanometa Live presents a user-friendly interface designed for real-time metagenomic data analysis and pathogen identification utilizing Oxford Nanopore Technologies' MinION and Flongle flow cells. It offers an efficient workflow and graphical interface for the visualization and interpretation of metagenomic data as it is being generated. Key features include automated BLAST validation, streamlined handling of custom Kraken2 databases, and a simplified graphical user interface for enhanced user experience. Nanometa Live is particularly notable for its capability to run without constant internet or server access once installed, setting it apart from similar tools. It provides a comprehensive view of taxonomic composition and facilitates the detection of user-defined pathogens or other species of interest, catering to both researchers and clinicians. AVAILABILITY AND IMPLEMENTATION Nanometa Live has been implemented as a local web application using the Dash framework with Snakemake handling the data processing. The source code is freely accessible on the GitHub repository at https://github.com/FOI-Bioinformatics/nanometa_live and it is easily installable using Bioconda. It includes containerization support via Docker and Singularity, ensuring ease of use, reproducibility, and portability.
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Affiliation(s)
- Kristofer Sandås
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
| | - Jacob Lewerentz
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
| | - Edvin Karlsson
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
| | - Linda Karlsson
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
| | - David Sundell
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
| | | | - Andreas Sjödin
- Division of CBRN Defence and Security, Swedish Defence Research Agency (FOI), Umeå 906 21, Sweden
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3
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Lwande OW, Näslund J, Sjödin A, Lantto R, Luande VN, Bucht G, Ahlm C, Agwanda B, Obanda V, Evander M. Novel strains of Culex flavivirus and Hubei chryso-like virus 1 from the Anopheles mosquito in western Kenya. Virus Res 2024; 339:199266. [PMID: 37944758 PMCID: PMC10682293 DOI: 10.1016/j.virusres.2023.199266] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/12/2023]
Abstract
Surveillance of mosquito vectors is critical for early detection, prevention and control of vector borne diseases. In this study we used advanced molecular tools, such as DNA barcoding in combination with novel sequencing technologies to discover new and already known viruses in genetically identified mosquito species. Mosquitoes were captured using BG sentinel traps in Western Kenya during May and July 2019, and homogenized individually before pooled into groups of ten mosquitoes. The pools and individual samples were then used for molecular analysis and to infect cell cultures. Of a total of fifty-four (54) 10-pools, thirteen (13) showed cytopathic effect (CPE) on VeroB4 cells, eighteen (18) showed CPE on C6/36 cells. Eight (8) 10-pools out of the 31 CPE positive pools showed CPE on both VeroB4 and C6/36 cells. When using reverse transcriptase polymerase chain reaction (RT-PCR), Sanger sequencing and Twist Comprehensive Viral Research Panel (CVRP) (Twist Biosciences), all pools were found negative by RT-PCR when using genus specific primers targeting alphaviruses, orthobunyaviruses and virus specific primers towards o'nyong-nyong virus, chikungunya virus and Sindbis virus (previously reported to circulate in the region). Interestingly, five pools were RT-PCR positive for flavivirus. Two of the RT-PCR positive pools showed CPE on both VeroB4 and C6/36 cells, two pools showed CPE on C6/36 cells alone and one pool on VeroB4 cells only. Fifty individual mosquito homogenates from the five RT-PCR positive 10-pools were analyzed further for flavivirus RNA. Of these, 19 out of the 50 individual mosquito homogenates indicated the presence of flavivirus RNA. Barcoding of the flavivirus positive mosquitoes revealed the mosquito species as Aedes aegypti (1), Mansonia uniformis (6), Anopheles spp (3), Culex pipiens (5), Culex spp (1), Coquilletidia metallica (2) and Culex quinquefasciatus (1). Of the 19 flavivirus positive individual mosquitoes, five (5) virus positive homogenates were sequenced. Genome sequences of two viruses were completed. One was identified as the single-stranded RNA Culex flavivirus and the other as the double-stranded RNA Hubei chryso-like virus 1. Both viruses were found in the same Anopheles spp. homogenate extracted from a sample that showed CPE on both VeroB4 and C6/36 cells. The detection of both viruses in a single mosquito homogenate indicated coinfection. Phylogenetic analyses suggested that the Culex flavivirus sequence detected was closely related to a Culex flavivirus isolated from Uganda in 2008. All four Hubei chryso-like virus 1 segments clusters closely to Hubei chryso-like virus 1 strains isolated in Australia, China and USA. Two novel strains of insect-specific viruses in Anopheles mosquitoes were detected and characterized.
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Affiliation(s)
- Olivia Wesula Lwande
- Department of Clinical Microbiology, Umeå University, Umeå 901-85, Sweden; Umeå Centre for Microbial Research, Umeå University, Umeå 901-87, Sweden.
| | - Jonas Näslund
- Swedish Defence Research Agency, CBRN, Defence and Security, Umeå 901 82, Sweden
| | - Andreas Sjödin
- Swedish Defence Research Agency, CBRN, Defence and Security, Umeå 901 82, Sweden
| | - Rebecca Lantto
- Department of Clinical Microbiology, Umeå University, Umeå 901-85, Sweden
| | | | - Göran Bucht
- Department of Clinical Microbiology, Umeå University, Umeå 901-85, Sweden
| | - Clas Ahlm
- Department of Clinical Microbiology, Umeå University, Umeå 901-85, Sweden; Umeå Centre for Microbial Research, Umeå University, Umeå 901-87, Sweden
| | - Bernard Agwanda
- Mammalogy Section, National Museums of Kenya, Nairobi 40658-00100, Kenya
| | - Vincent Obanda
- Department of Research Permitting and Compliance Wildlife Research and Training Institute, Naivasha 842-20117, Kenya
| | - Magnus Evander
- Department of Clinical Microbiology, Umeå University, Umeå 901-85, Sweden; Umeå Centre for Microbial Research, Umeå University, Umeå 901-87, Sweden
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Candelori A, Di Giuseppe G, Villalobo E, Sjödin A, Vallesi A. Bipolar Biogeographical Distribution of Parafrancisella Bacteria Carried by the Ciliate Euplotes. Microb Ecol 2023; 86:3128-3132. [PMID: 37433980 DOI: 10.1007/s00248-023-02263-1] [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] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/05/2023] [Indexed: 07/13/2023]
Abstract
Parafrancisella adeliensis, a Francisella-like endosymbiont, was found to reside in the cytoplasm of an Antarctic strain of the bipolar ciliate species, Euplotes petzi. To inquire whether Euplotes cells collected from distant Arctic and peri-Antarctic sites host Parafrancisella bacteria, wild-type strains of the congeneric bipolar species, E. nobilii, were screened for Parafrancisella by in situ hybridization and 16S gene amplification and sequencing. Results indicate that all Euplotes strains analyzed contained endosymbiotic bacteria with 16S nucleotide sequences closely similar to the P. adeliensis 16S gene sequence. This finding suggests that Parafrancisella/Euplotes associations are not endemic to Antarctica, but are common in both the Antarctic and Arctic regions.
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Affiliation(s)
- Annalisa Candelori
- School of Biosciences and Veterinary Medicine, University of Camerino, Camerino, MC, Italy
| | | | - Eduardo Villalobo
- Departamento de Microbiología, Facultad de Biología, Universidad de Sevilla, Seville, Spain
| | - Andreas Sjödin
- Division of CBRN Security and Defense, FOI - Swedish Defense Research Agency, Umeå, Sweden
| | - Adriana Vallesi
- School of Biosciences and Veterinary Medicine, University of Camerino, Camerino, MC, Italy.
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Sjödin KS, Sjödin A, Ruszczyński M, Kristensen MB, Hernell O, Szajewska H, West CE. Targeting the gut-lung axis by synbiotic feeding to infants in a randomized controlled trial. BMC Biol 2023; 21:38. [PMID: 36803508 PMCID: PMC9940374 DOI: 10.1186/s12915-023-01531-3] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 01/27/2023] [Indexed: 02/21/2023] Open
Abstract
BACKGROUND Formula-fed infants are at increased risk of infections. Due to the cross-talk between the mucosal systems of the gastrointestinal and respiratory tracts, adding synbiotics (prebiotics and probiotics) to infant formula may prevent infections even at distant sites. Infants that were born full term and weaned from breast milk were randomized to prebiotic formula (fructo- and galactooligosaccharides) or the same prebiotic formula with Lactobacillus paracasei ssp. paracasei F19 (synbiotics) from 1 to 6 months of age. The objective was to examine the synbiotic effects on gut microbiota development. RESULTS Fecal samples collected at ages 1, 4, 6, and 12 months were analyzed using 16S rRNA gene sequencing and a combination of untargeted gas chromatography-mass spectrometry/liquid chromatography-mass spectrometry. These analyses revealed that the synbiotic group had a lower abundance of Klebsiella, a higher abundance of Bifidobacterium breve compared to the prebiotic group, and increases in the anti-microbial metabolite d-3-phenyllactic acid. We also analyzed the fecal metagenome and antibiotic resistome in the 11 infants that had been diagnosed with lower respiratory tract infection (cases) and 11 matched controls using deep metagenomic sequencing. Cases with lower respiratory tract infection had a higher abundance of Klebsiella species and antimicrobial resistance genes related to Klebsiella pneumoniae, compared to controls. The results obtained using 16S rRNA gene amplicon and metagenomic sequencing were confirmed in silico by successful recovery of the metagenome-assembled genomes of the bacteria of interest. CONCLUSIONS This study demonstrates the additional benefit of feeding specific synbiotics to formula-fed infants over prebiotics only. Synbiotic feeding led to the underrepresentation of Klebsiella, enrichment of bifidobacteria, and increases in microbial degradation metabolites implicated in immune signaling and in the gut-lung and gut-skin axes. Our findings support future clinical evaluation of synbiotic formula in the prevention of infections and associated antibiotic treatment as a primary outcome when breastfeeding is not feasible. TRIAL REGISTRATION ClinicalTrials.gov NCT01625273 . Retrospectively registered on 21 June 2012.
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Affiliation(s)
- Kotryna Simonyté Sjödin
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, 901 85 Sweden
| | - Andreas Sjödin
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, 901 85 Sweden ,Division of CBRN Security and Defense, FOI – Swedish Defense Research Agency, Umeå, Sweden
| | - Marek Ruszczyński
- grid.13339.3b0000000113287408Department of Paediatrics, The Medical University of Warsaw, Warsaw, Poland
| | | | - Olle Hernell
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, 901 85 Sweden
| | - Hania Szajewska
- grid.13339.3b0000000113287408Department of Paediatrics, The Medical University of Warsaw, Warsaw, Poland
| | - Christina E. West
- grid.12650.300000 0001 1034 3451Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, 901 85 Sweden
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6
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Reddam A, Sjödin A, Cowell W, Jones R, Wang S, Perera F, Herbstman JB, Kupsco A. Prenatal exposure to polybrominated diphenyl ethers and birth outcomes. Environ Res 2023; 216:114830. [PMID: 36400221 PMCID: PMC9729424 DOI: 10.1016/j.envres.2022.114830] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 07/18/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) were used as flame retardants and from their end-use products they can be released to accumulate within indoor environments. This may result in exposures to pregnant women with potential adverse effects on the developing fetus. While studies have shown associations between prenatal PBDE exposure and poor birth outcomes, research has mainly focused on birth weight and gestational age and may miss important indicators of newborn size. METHODS The sample included a cohort of Dominican and African American mother-child pairs from New York City recruited from 1998 to 2006. PBDE congeners (BDE-47, BDE-99, BDE-100, and BDE-153) were measured in cord serum at birth and dichotomized into low (<80th percentile) and high (>80th percentile) categories. Weight, length, head circumference, and gestational age were measured at birth and the ponderal index (birth weight/length x 100), size for gestational age, and population-based z-scores were calculated (n = 305). Separate regression analyses were conducted to estimate associations between PBDEs or PBDE sum (ng/g lipid) and birth outcomes. Quantile g-computation was performed to estimate the effect of total PBDE mixture. We also assessed effect modification by sex and ethnicity. RESULTS Adjusting for relevant covariates, the high exposure category of BDE-153 was associated with lower birth weight z-score (-0.25, 95% CI: -0.5, 0.0) and longer gestation (0.43 weeks, 95% CI: 0.07, 0.79). The high exposure category of BDE-99 was associated with lower birth length z-score (-0.55, 95% CI: -0.98, -0.12). There was a negative association between the overall PBDE mixture and birth length z-score (-0.10, 95% CI: -0.21, 0.00) per 1 quintile increase in PBDEs. There was no effect modification by sex or ethnicity. CONCLUSIONS These results suggest that prenatal exposures to BDE-153, BDE-99, and total PBDE mixture are associated with birth outcomes in a cohort of Dominican and African American newborns.
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Affiliation(s)
- Aalekhya Reddam
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA.
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Whitney Cowell
- Division of Environmental Pediatrics, Department of Pediatrics, NYU Grossman School of Medicine, New York, NY, USA
| | - Richard Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Shuang Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Frederica Perera
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julie B Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Allison Kupsco
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
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Wagner DM, Birdsell DN, McDonough RF, Nottingham R, Kocos K, Celona K, Özsürekci Y, Öhrman C, Karlsson L, Myrtennäs K, Sjödin A, Johansson A, Keim PS, Forsman M, Sahl JW. Genomic characterization of Francisella tularensis and other diverse Francisella species from complex samples. PLoS One 2022; 17:e0273273. [PMID: 36223396 PMCID: PMC9555625 DOI: 10.1371/journal.pone.0273273] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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: 08/04/2022] [Accepted: 09/19/2022] [Indexed: 11/06/2022] Open
Abstract
Francisella tularensis, the bacterium that causes the zoonosis tularemia, and its genetic near neighbor species, can be difficult or impossible to cultivate from complex samples. Thus, there is a lack of genomic information for these species that has, among other things, limited the development of robust detection assays for F. tularensis that are both specific and sensitive. The objective of this study was to develop and validate approaches to capture, enrich, sequence, and analyze Francisella DNA present in DNA extracts generated from complex samples. RNA capture probes were designed based upon the known pan genome of F. tularensis and other diverse species in the family Francisellaceae. Probes that targeted genomic regions also present in non-Francisellaceae species were excluded, and probes specific to particular Francisella species or phylogenetic clades were identified. The capture-enrichment system was then applied to diverse, complex DNA extracts containing low-level Francisella DNA, including human clinical tularemia samples, environmental samples (i.e., animal tissue and air filters), and whole ticks/tick cell lines, which was followed by sequencing of the enriched samples. Analysis of the resulting data facilitated rigorous and unambiguous confirmation of the detection of F. tularensis or other Francisella species in complex samples, identification of mixtures of different Francisella species in the same sample, analysis of gene content (e.g., known virulence and antimicrobial resistance loci), and high-resolution whole genome-based genotyping. The benefits of this capture-enrichment system include: even very low target DNA can be amplified; it is culture-independent, reducing exposure for research and/or clinical personnel and allowing genomic information to be obtained from samples that do not yield isolates; and the resulting comprehensive data not only provide robust means to confirm the presence of a target species in a sample, but also can provide data useful for source attribution, which is important from a genomic epidemiology perspective.
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Affiliation(s)
- David M. Wagner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
- * E-mail:
| | - Dawn N. Birdsell
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Ryelan F. McDonough
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Roxanne Nottingham
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Karisma Kocos
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Kimberly Celona
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Yasemin Özsürekci
- Department of Pediatric Infectious Diseases, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Caroline Öhrman
- CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Linda Karlsson
- CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Kerstin Myrtennäs
- CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Andreas Sjödin
- CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Anders Johansson
- Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Paul S. Keim
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Mats Forsman
- CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Jason W. Sahl
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
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Brindefalk B, Brolin H, Säve‐Söderbergh M, Karlsson E, Sundell D, Wikström P, Jacobsson K, Toljander J, Stenberg P, Sjödin A, Dryselius R, Forsman M, Ahlinder J. Bacterial composition in Swedish raw drinking water reveals three major interacting ubiquitous metacommunities. Microbiologyopen 2022; 11:e1320. [PMCID: PMC9511821 DOI: 10.1002/mbo3.1320] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 09/10/2022] [Accepted: 09/10/2022] [Indexed: 11/09/2022] Open
Affiliation(s)
- Björn Brindefalk
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
| | - Harald Brolin
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy University of Gothenburg Gothenburg Sweden
| | - Melle Säve‐Söderbergh
- Science Division Swedish Food Agency Uppsala Sweden
- Institute of Environmental Medicine, Karolinska Institutet Stockholm Sweden
| | - Edvin Karlsson
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
- Department of Ecology and Environmental Science (EMG) Umeå University Umeå Sweden
| | - David Sundell
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
| | - Per Wikström
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
| | - Karin Jacobsson
- Department of Biomedical Science and Veterinary Public Health Swedish University of Agricultural Sciences Uppsala Sweden
| | | | - Per Stenberg
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
- Department of Ecology and Environmental Science (EMG) Umeå University Umeå Sweden
| | - Andreas Sjödin
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
| | | | - Mats Forsman
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
| | - Jon Ahlinder
- CBRN Security and Defence, FOI, Swedish Defence Research Agency Umeå Sweden
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9
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Tuiskunen Bäck A, Rasmuson J, Thunberg T, Rankin G, Wigren Byström J, Andersson C, Sjödin A, Forsell M, Ahlm C. Clinical and genomic characterisation of a fatal Puumala orthohantavirus case with low levels of neutralising antibodies. Infect Dis (Lond) 2022; 54:766-772. [PMID: 35713235 PMCID: PMC9908776 DOI: 10.1080/23744235.2022.2076904] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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: 02/17/2022] [Revised: 04/11/2022] [Accepted: 05/07/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Orthohantaviruses are rodent-borne emerging viruses that cause haemorrhagic fever with renal syndrome (HFRS) in Eurasia and hantavirus pulmonary syndrome in America. Transmission between humans have been reported and the case-fatality rate ranges from 0.4% to 40% depending on virus strain. There is no specific and efficient treatment for patients with severe HFRS. Here, we characterised a fatal case of HFRS and sequenced the causing Puumala orthohantavirus (PUUV). METHODS PUUV RNA and virus specific neutralising antibodies were quantified in plasma samples from the fatal case and other patients with non-fatal PUUV infection. To investigate if the causing PUUV strain was different from previously known strains, Sanger sequencing was performed directly from the patient's plasma. Biopsies obtained from autopsy were stained for immunohistochemistry. RESULTS The patient had approximately tenfold lower levels of PUUV neutralising antibodies and twice higher viral load than was normally seen for patients with less severe PUUV infection. We could demonstrate unique mutations in the S and M segments of the virus that could have had an impact on the severity of infection. Due to the severe course of infection, the patient was treated with the bradykinin receptor inhibitor icatibant to reduce bradykinin-mediated vessel permeability and maintain vascular circulation. CONCLUSIONS Our data suggest that bradykinin receptor inhibitor may not be highly efficient to treat patients that are at an advanced stage of HFRS. Low neutralising antibodies and high viral load at admission to the hospital were associated with the fatal outcome and may be useful for future predictions of disease outcome.
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Affiliation(s)
- Anne Tuiskunen Bäck
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Johan Rasmuson
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Therese Thunberg
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Gregory Rankin
- Medicine and Pulmonary Medicine, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Julia Wigren Byström
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | | | - Andreas Sjödin
- CBRN Security and Defence, Swedish Defence Research Agency - FOI, Umeå, Sweden
| | - Mattias Forsell
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Clas Ahlm
- Infection and Immunology, Department of Clinical Microbiology, Umeå University, Umeå, Sweden
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10
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Kupsco A, Sjödin A, Cowell W, Jones R, Oberfield S, Wang S, Hoepner LA, Gallagher D, Baccarelli AA, Goldsmith J, Rundle AG, Herbstman JB. Prenatal exposure to polybrominated diphenyl ethers and BMI Z-scores from 5 to 14 years. Environ Health 2022; 21:82. [PMID: 36076289 PMCID: PMC9454187 DOI: 10.1186/s12940-022-00893-5] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 08/27/2022] [Indexed: 05/18/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) are flame-retardant compounds widely used in household products until phase out in 2004. PBDEs are endocrine disruptors and are suggested to influence signaling related to weight control. Prenatal exposures to PBDEs may alter childhood adiposity, yet few studies have examined these associations in human populations. METHODS Data were collected from a birth cohort of Dominican and African American mother-child pairs from New York City recruited from 1998 to 2006. PBDE congeners BDE-47, - 99, - 100, and - 153 were measured in cord plasma (ng/μL) and dichotomized into low (< 80th percentile) and high (>80th percentile) exposure categories. Height and weight were collected at ages 5, 7, 9, 11, and an ancillary visit from 8 to 14 years (n = 289). Mixed-effects models with random intercepts for participant were used to assess associations between concentrations of individual PBDE congeners or the PBDE sum and child BMI z-scores (BMIz). To assess associations between PBDEs and the change in BMIz over time, models including interactions between PBDE categories and child age and (child age)2 were fit. Quantile g-computation was used to investigate associations between BMIz and the total PBDE mixture. Models were adjusted for baseline maternal covariates: ethnicity, age, education, parity, partnership status, and receipt of public assistance, and child covariates: child sex and cord cholesterol and triglycerides. RESULTS The prevalence of children with obesity at age 5 was 24.2% and increased to 30% at age 11. Neither cord levels of individual PBDEs nor the total PBDE mixture were associated with overall BMIz in childhood. The changes in BMIz across childhood were not different between children with low or high PBDEs. Results were similar when adjusting for postnatal PBDE exposures. CONCLUSIONS Prenatal PBDE exposures were not associated with child growth trajectories in a cohort of Dominican and African American children.
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Affiliation(s)
- Allison Kupsco
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 W 168th St. Room 1105, New York, NY, 10032, USA.
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Whitney Cowell
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Richard Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sharon Oberfield
- Division of Pediatric Endocrinology, Diabetes and Metabolism, Department of Pediatrics, New York-Presbyterian Morgan Stanley Children's Hospital, New York, NY, USA
| | - Shuang Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Lori A Hoepner
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 W 168th St. Room 1105, New York, NY, 10032, USA
- Department of Environmental and Occupational Health Sciences, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Dympna Gallagher
- Nutrition Obesity Research Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Andrea A Baccarelli
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 W 168th St. Room 1105, New York, NY, 10032, USA
| | - Jeff Goldsmith
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Andrew G Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Julie B Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, 722 W 168th St. Room 1105, New York, NY, 10032, USA
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11
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Lwande OW, Thalin T, de Jong J, Sjödin A, Näslund J, Evander M, Ecke F. Alphacoronavirus in a Daubenton’s Myotis Bat (Myotis daubentonii) in Sweden. Viruses 2022; 14:v14030556. [PMID: 35336963 PMCID: PMC8953627 DOI: 10.3390/v14030556] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 02/04/2023] Open
Abstract
The ongoing COVID-19 pandemic has stimulated a search for reservoirs and species potentially involved in back and forth transmission. Studies have postulated bats as one of the key reservoirs of coronaviruses (CoVs), and different CoVs have been detected in bats. So far, CoVs have not been found in bats in Sweden and we therefore tested whether they carry CoVs. In summer 2020, we sampled a total of 77 adult bats comprising 74 Myotis daubentonii, 2 Pipistrellus pygmaeus, and 1 M. mystacinus bats in southern Sweden. Blood, saliva and feces were sampled, processed and subjected to a virus next-generation sequencing target enrichment protocol. An Alphacoronavirus was detected and sequenced from feces of a M. daubentonii adult female bat. Phylogenetic analysis of the almost complete virus genome revealed a close relationship with Finnish and Danish strains. This was the first finding of a CoV in bats in Sweden, and bats may play a role in the transmission cycle of CoVs in Sweden. Focused and targeted surveillance of CoVs in bats is warranted, with consideration of potential conflicts between public health and nature conservation required as many bat species in Europe are threatened and protected.
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Affiliation(s)
| | - Therese Thalin
- Department of Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural Sciences, 901 83 Umea, Sweden; (T.T.); (F.E.)
| | - Johnny de Jong
- Swedish Biodiversity Centre (CBM), Department of Urban and Rural Development, Swedish University of Agricultural Sciences, 750 07 Uppsala, Sweden;
| | - Andreas Sjödin
- Division of CBRN Defence and Security, Swedish Defence Research Agency FOI, 906 21 Umea, Sweden; (A.S.); (J.N.)
| | - Jonas Näslund
- Division of CBRN Defence and Security, Swedish Defence Research Agency FOI, 906 21 Umea, Sweden; (A.S.); (J.N.)
| | - Magnus Evander
- Department of Clinical Microbiology, Umeå University, 901 85 Umea, Sweden;
- Correspondence:
| | - Frauke Ecke
- Department of Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural Sciences, 901 83 Umea, Sweden; (T.T.); (F.E.)
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12
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Hartley K, MacDougall MC, Terrizzi B, Xu Y, Cecil KM, Chen A, Braun JM, Lanphear BP, Newman NC, Vuong AM, Sjödin A, Yolton K. Gestational exposure to polybrominated diphenyl ethers and social skills and problem behaviors in adolescents: The HOME study. Environ Int 2022; 159:107036. [PMID: 34896668 PMCID: PMC8748392 DOI: 10.1016/j.envint.2021.107036] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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: 06/23/2021] [Revised: 11/29/2021] [Accepted: 12/06/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) are persistent environmental pollutants used as flame retardants. Gestational PBDE exposure has been associated with a variety of behavior problems in children, but little is known about its impact into adolescence, particularly on social skills, which are important for achieving social competence, establishing identity, and forming lasting relationships. OBJECTIVE We investigated associations between gestational exposure to PBDEs and social skills and problem behaviors in early adolescence in a longitudinal pregnancy and birth cohort in Cincinnati, Ohio (recruited 2003-2006). METHODS We measured maternal serum concentrations of five PBDE congeners during gestation. At age 12, we measured social skills and problem behaviors scores for 243 adolescents using self- and caregiver-report on the Social Skills Improvement System (SSiS). We used multivariable linear regression models to estimate associations between maternal PBDE concentrations and SSiS scores, controlling for potential covariates. We report associations for the five congeners and a summary exposure variable (∑5BDE: the sum of BDE- 28, 47, 99, 100, and 153, n = 197). RESULTS We found sex-specific associations of ∑5BDE concentrations with adolescent-reported Problem Behaviors (∑5BDE × sex pint = 0.02) and caregiver-reported Social Skills (∑5BDE × sex pint = 0.02). In sex-stratified models, log10 transformed data revealed increased maternal ∑5BDE concentration among males was associated with decreased caregiver-reported Social Skills composite score (β = -10.2, 95% CI: -19.5, -1.0), increased adolescent-reported Problem Behaviors composite score (β = 12.1, 95% CI: 5.4, 18.8), and increased caregiver-reported Problem Behaviors composite score (β = 6.2, 95% CI: 0.7, 11.7). Further analysis on SSiS subscales revealed similar patterns in significant associations among males. There were no statistically significant associations in stratified models among females despite higher ∑5BDE exposure (Female GM=40.15 ng/g lipid, GSE=1.10; Male GM=35.30 ng/g lipid, GSE=1.09). DISCUSSION We found gestational PBDE exposure in males was associated with poorer behavioral outcomes, extending previous findings among this cohort into early adolescence.
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Affiliation(s)
- Kim Hartley
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA.
| | - Melinda C MacDougall
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA.
| | - Brandon Terrizzi
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA
| | - Yingying Xu
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA.
| | - Kim M Cecil
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA; University of Cincinnati, College of Medicine, Cincinnati, OH, USA.
| | - Aimin Chen
- University of Pennsylvania, Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, Philadelphia, PA, USA.
| | - Joseph M Braun
- Brown University, Department of Epidemiology, Providence, RI, USA.
| | - Bruce P Lanphear
- Simon Fraser University, Faculty of Health Sciences, Burnaby, British Columbia, Canada.
| | - Nicholas C Newman
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA.
| | - Ann M Vuong
- University of Nevada, Las Vegas School of Public Health, Las Vegas, NV, USA.
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Mail Stop F-20, 4770 Buford Highway NE, Atlanta, GA, USA.
| | - Kimberly Yolton
- Cincinnati Children's Hospital Medical Center, Division of General and Community Pediatrics, Cincinnati, OH, USA; University of Cincinnati, College of Medicine, Cincinnati, OH, USA.
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13
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Vuong AM, Braun JM, Sjödin A, Calafat AM, Yolton K, Lanphear BP, Chen A. Exposure to endocrine disrupting chemicals (EDCs) and cardiometabolic indices during pregnancy: The HOME Study. Environ Int 2021; 156:106747. [PMID: 34425642 PMCID: PMC8393591 DOI: 10.1016/j.envint.2021.106747] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [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: 02/12/2021] [Revised: 06/27/2021] [Accepted: 06/28/2021] [Indexed: 05/15/2023]
Abstract
BACKGROUND Toxicology studies have identified pregnancy as a window of susceptibility for endocrine disrupting chemicals (EDCs) and cardiometabolic indices in women. No study in humans, however, has examined EDC mixtures and cardiometabolic indices during pregnancy. METHODS We used the Health Outcomes and Measures of the Environment (HOME) Study to examine whether bisphenol A (BPA), polybrominated diphenyl ethers (PBDEs), per- and polyfluoroalkyl substances (PFAS), and phthalates are associated with blood pressure, glucose, and lipids in 388 pregnant women. We measured PBDEs and PFAS in serum at 16 weeks gestation, while BPA and phthalate metabolites were quantified in urine at 16 and 26 weeks gestation. We used linear regression and Bayesian Kernel Machine Regression (BKMR) to estimate covariate-adjusted associations of individual EDCs and their mixtures with cardiometabolic indices during pregnancy. RESULTS A 10-fold increase in BDE-28 was associated with a 13.1 mg/dL increase in glucose (95% Confidence Interval [CI] 2.9, 23.2) in linear regression. The BKMR model also identified BDE-28 as having a positive association with glucose. BDE-28, BDE-47, and BDE-99 were positively associated with total cholesterol in both single- and multi-pollutant models, whereas a suggestive negative association was noted with BDE-153. Mono-n-butyl phthalate (MBP) (β = -7.9 mg/dL, 95% CI -12.9, -3.0) and monobenzyl phthalate (MBzP) (β = -6.3 mg/dL, 95% CI -10.6, -2.0) were both associated with significant decreases in cholesterol in linear regression, but only MBzP was identified as an important contributor in the BKMR model. CONCLUSION Overall, we observed positive associations between PBDEs with glucose and cholesterol levels during pregnancy, while negative associations were found between some phthalate biomarkers and cholesterol. No relationship was noted for BPA or PFAS with cardiometabolic indices during pregnancy across both models.
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Affiliation(s)
- Ann M Vuong
- Department of Epidemiology and Biostatistics, University of Nevada Las Vegas, School of Public Health, Las Vegas, NV, United States.
| | - Joseph M Braun
- Department of Epidemiology, Brown University, Providence, RI, United States
| | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Kimberly Yolton
- Department of Pediatrics, Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Bruce P Lanphear
- Child and Family Research Institute, BC Children's Hospital, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Aimin Chen
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
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14
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Marks KJ, Howards PP, Smarr MM, Flanders WD, Northstone K, Daniel JH, Sjödin A, Calafat AM, Hartman TJ. Prenatal exposure to mixtures of persistent endocrine disrupting chemicals and postnatal body size in British girls. Early Hum Dev 2021; 161:105450. [PMID: 34418724 PMCID: PMC8464514 DOI: 10.1016/j.earlhumdev.2021.105450] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 02/09/2021] [Revised: 07/02/2021] [Accepted: 08/09/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Endocrine disrupting chemical (EDC) exposure is ubiquitous. EDC exposure during critical windows of development may interfere with the body's endocrine system, affecting growth. Previous human studies have examined one EDC at a time in relation to infant growth. By studying mixtures, the human experience can be better approximated. AIMS We investigated the association of prenatal exposure to persistent EDCs (per- and polyfluoroalkyl substances (PFAS), polychlorinated biphenyls (PCBs), and organochlorine pesticides (OCPs)) as mixtures with postnatal body size among female offspring. SUBJECTS We used a sub-sample of the Avon Longitudinal Study of Parents and Children (N = 425), based in the United Kingdom. STUDY DESIGN We quantified 52 EDCs in maternal serum collected during pregnancy. We used Bayesian kernel machine regression with a random intercept to examine the association of prenatal concentrations of EDC mixtures with longitudinal postnatal body size measures for each EDC class separately (PFAS, PCBs, and OCPs) and for all three classes combined. OUTCOME MEASURES Weight and height measures at 0, 2, 9, and 19 months were obtained by health professionals as part of routine child health surveillance. RESULTS The mixture representing all three classes combined (31 chemicals) (n = 301) was inversely associated with postnatal body size. Holding all EDCs in the 31-chemical mixture at the 75th percentile compared to the 50th percentile was associated with 0.15 lower weight-for-age z-score (95% credible interval -0.26, -0.03). Weak inverse associations were also seen for height-for-age and body mass index-for-age scores. CONCLUSIONS These results suggest that prenatal exposure to mixtures of persistent EDCs may affect postnatal body size.
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Affiliation(s)
- Kristin J. Marks
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, Georgia 30322, United States,Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States,Oak Ridge Institute for Science and Education, 100 ORAU Way, Oak Ridge, Tennessee 37830, United States,Corresponding author: Kristin J. Marks, PhD, MPH, Mailstop S106-6, 4770 Buford Hwy NE, Atlanta, GA 30341, 770-488-3414,
| | - Penelope P. Howards
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, Georgia 30322, United States
| | - Melissa M. Smarr
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, Georgia 30322, United States
| | - W. Dana Flanders
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, Georgia 30322, United States,Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States
| | - Kate Northstone
- Department of Population Health Sciences, Bristol Medical School, Oakfield House, Oakfield Grove, Bristol BS8 2BN, United Kingdom
| | - Johnni H. Daniel
- Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States
| | - Andreas Sjödin
- Division Of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States
| | - Antonia M. Calafat
- Division Of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States
| | - Terryl J. Hartman
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, Georgia 30322, United States,Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Hwy, Atlanta, Georgia 30341, United States
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15
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Sundell D, Öhrman C, Svensson D, Karlsson E, Brindefalk B, Myrtennäs K, Ahlinder J, Antwerpen MH, Walter MC, Forsman M, Stenberg P, Sjödin A. FlexTaxD: flexible modification of taxonomy databases for improved sequence classification. Bioinformatics 2021; 37:3932-3933. [PMID: 34469515 DOI: 10.1093/bioinformatics/btab621] [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] [Received: 12/03/2020] [Revised: 07/22/2021] [Accepted: 08/30/2021] [Indexed: 11/13/2022] Open
Abstract
SUMMARY The Flexible Taxonomy Database (FlexTaxD) framework provides a method for modification and merging official and custom taxonomic databases to create improved databases. Using such databases will increase accuracy and precision of existing methods to classify sequence reads. AVAILABILITY AND IMPLEMENTATION Source code is freely available at https://github.com/FOI-Bioinformatics/flextaxd and installable through Bioconda.
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Affiliation(s)
- David Sundell
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Caroline Öhrman
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Daniel Svensson
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden.,Dept. of Ecology and Environmental Science, Umeå University, Umeå, Swedenand
| | - Edvin Karlsson
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden.,Dept. of Ecology and Environmental Science, Umeå University, Umeå, Swedenand
| | - Björn Brindefalk
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Kerstin Myrtennäs
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Jon Ahlinder
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Markus H Antwerpen
- Bundeswehr Institute of Microbiology, Dept Microbial Genomics and Bioinformatics, Munich, Germany
| | - Mathias C Walter
- Bundeswehr Institute of Microbiology, Dept Microbial Genomics and Bioinformatics, Munich, Germany
| | - Mats Forsman
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Per Stenberg
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden.,Dept. of Ecology and Environmental Science, Umeå University, Umeå, Swedenand
| | - Andreas Sjödin
- CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
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16
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Marks KJ, Howards PP, Smarr MM, Flanders WD, Northstone K, Daniel JH, Sjödin A, Calafat AM, Hartman TJ. Prenatal Exposure to Mixtures of Persistent Endocrine-disrupting Chemicals and Birth Size in a Population-based Cohort of British Girls. Epidemiology 2021; 32:573-582. [PMID: 33767116 PMCID: PMC8159871 DOI: 10.1097/ede.0000000000001351] [Citation(s) in RCA: 10] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Previous studies of endocrine-disrupting chemicals have examined one of these chemicals at a time in association with an outcome; studying mixtures better approximates human experience. We investigated the association of prenatal exposure to mixtures of persistent endocrine disruptors (perfluoroalkyl and polyfluoroalkyl substances [PFAS], polychlorinated biphenyls [PCBs], and organochlorine pesticides) with birth size among female offspring in the Avon Longitudinal Study of Parents and Children (ALSPAC), based in the United Kingdom in 1991-1992. METHODS We quantified concentrations of 52 endocrine-disrupting chemicals in maternal serum collected during pregnancy at median 15-week gestation. Birth weight, crown-to-heel length, and head circumference were measured at birth; ponderal index and small for gestational age were calculated from these. We used repeated holdout Weighted Quantile Sum (WQS) regression and Bayesian kernel machine regression to examine mixtures in 313 mothers. RESULTS Using WQS regression, all mixtures (each chemical class separately and all three together) were inversely associated with birth weight. A one-unit increase in WQS index (a one-decile increase in chemical concentrations) for all three classes combined was associated with 55 g (β = -55 g, 95% confidence interval [CI] = -89, -22 g) lower birth weight. Associations were weaker but still inverse using Bayesian kernel machine regression. Under both methods, PFAS were the most important contributors to the association with birth weight. We also observed inverse associations for crown-to-heel length. CONCLUSIONS These results are consistent with the hypothesis that prenatal exposure to mixtures of persistent endocrine-disrupting chemicals affects birth size.
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Affiliation(s)
- Kristin J Marks
- From the Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN
| | - Penelope P Howards
- From the Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Melissa M Smarr
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - W Dana Flanders
- From the Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kate Northstone
- Department of Population Health Sciences, Bristol Medical School, Oakfield House, Oakfield Grove, Bristol, United Kingdom
| | - Johnni H Daniel
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Terryl J Hartman
- From the Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
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17
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Marks KJ, Howards PP, Smarr MM, Flanders WD, Northstone K, Daniel JH, Calafat AM, Sjödin A, Marcus M, Hartman TJ. Prenatal exposure to mixtures of persistent endocrine disrupting chemicals and early menarche in a population-based cohort of British girls. Environ Pollut 2021; 276:116705. [PMID: 33592441 PMCID: PMC8111784 DOI: 10.1016/j.envpol.2021.116705] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [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: 07/24/2020] [Revised: 01/29/2021] [Accepted: 02/05/2021] [Indexed: 05/11/2023]
Abstract
Exposure to endocrine disrupting chemicals (EDCs) is ubiquitous. EDC exposure, especially during critical periods of development like the prenatal window, may interfere with the body's endocrine system, which can affect growth and developmental outcomes such as puberty. Most studies have examined one EDC at a time in relation to disease; however, humans are exposed to many EDCs. By studying mixtures, the human experience can be more closely replicated. We investigated the association of prenatal exposure to persistent EDCs (poly- and perfluoroalkyl substances (PFAS), polychlorinated biphenyls (PCBs), and organochlorine pesticides (OCPs)) as mixtures with early menarche among female offspring in a nested case-control study within the Avon Longitudinal Study of Parents and Children (ALSPAC) recruited in the United Kingdom in 1991-1992. Concentrations of 52 EDCs were quantified in maternal serum samples collected during pregnancy. Daughter's age at menarche was ascertained through mailed questionnaires sent annually. We used repeated holdout weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) to examine the association between prenatal exposure to multiple EDCs and early menarche (<11.5 (n = 218) vs. ≥11.5 years (n = 230)) for each chemical class separately (PFAS, PCBs, and OCPs) and for all three classes combined. Models adjusted for maternal age at menarche, maternal education, parity, pre-pregnancy body mass index, maternal age, prenatal smoking, and gestational week at sample collection. Mixture models showed null associations between prenatal exposure to EDC mixtures and early menarche. Using WQS regression, the odds ratio for early menarche for a one-decile increase in chemical concentrations for all three classes combined was 0.89 (95% CI: 0.76, 1.05); using BKMR, the odds ratio when all exposures were at the 60th percentile compared to the median was 0.98 (95% CI: 0.91, 1.05). Results suggest the overall effect of prenatal exposure to persistent EDC mixtures is not associated with early menarche.
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Affiliation(s)
- Kristin J Marks
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States; National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States; Oak Ridge Institute for Science and Education, Oak Ridge, TN, United States.
| | - Penelope P Howards
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Melissa M Smarr
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - W Dana Flanders
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States; National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Kate Northstone
- Department of Population Health Sciences, Bristol Medical School, Bristol, United Kingdom
| | - Johnni H Daniel
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Michele Marcus
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States; Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Terryl J Hartman
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States; National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States
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18
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Öhrman C, Sahl JW, Sjödin A, Uneklint I, Ballard R, Karlsson L, McDonough RF, Sundell D, Soria K, Bäckman S, Chase K, Brindefalk B, Sozhamannan S, Vallesi A, Hägglund E, Ramirez-Paredes JG, Thelaus J, Colquhoun D, Myrtennäs K, Birdsell D, Johansson A, Wagner DM, Forsman M. Reorganized Genomic Taxonomy of Francisellaceae Enables Design of Robust Environmental PCR Assays for Detection of Francisella tularensis. Microorganisms 2021; 9:146. [PMID: 33440900 PMCID: PMC7826819 DOI: 10.3390/microorganisms9010146] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 12/21/2020] [Revised: 01/01/2021] [Accepted: 01/04/2021] [Indexed: 12/21/2022] Open
Abstract
In recent years, an increasing diversity of species has been recognized within the family Francisellaceae. Unfortunately, novel isolates are sometimes misnamed in initial publications or multiple sources propose different nomenclature for genetically highly similar isolates. Thus, unstructured and occasionally incorrect information can lead to confusion in the scientific community. Historically, detection of Francisella tularensis in environmental samples has been challenging due to the considerable and unknown genetic diversity within the family, which can result in false positive results. We have assembled a comprehensive collection of genome sequences representing most known Francisellaceae species/strains and restructured them according to a taxonomy that is based on phylogenetic structure. From this structured dataset, we identified a small number of genomic regions unique to F. tularensis that are putatively suitable for specific detection of this pathogen in environmental samples. We designed and validated specific PCR assays based on these genetic regions that can be used for the detection of F. tularensis in environmental samples, such as water and air filters.
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Affiliation(s)
- Caroline Öhrman
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Jason W. Sahl
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - Andreas Sjödin
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Ingrid Uneklint
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Rebecca Ballard
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - Linda Karlsson
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Ryelan F. McDonough
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - David Sundell
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Kathleen Soria
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - Stina Bäckman
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Kitty Chase
- US Army Medical Research Institute, Fort Detrick, MD 21702, USA;
| | - Björn Brindefalk
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Shanmuga Sozhamannan
- Logistics Management Institute supporting Defense Biological Product Assurance Office (DBPAO) Joint Project Lead, CBRND Enabling Biotechnologies (JPL CBRND EB), Frederick, MD 21702, USA;
| | - Adriana Vallesi
- School of Biosciences and Veterinary Medicine, University of Camerino, 62032 Camerino, Italy;
| | - Emil Hägglund
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Jose Gustavo Ramirez-Paredes
- Ridgeway Biologicals Limited a Ceva Santé Animale Company, Units 1-3 Old Station Business Park, Compton, Berkshire, England RG20 6NE, UK;
| | - Johanna Thelaus
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Duncan Colquhoun
- Fish Health Research Group, Norwegian Veterinary Institute, Oslo, Pb 750 Sentrum, 23 N-0106 Oslo, Norway;
| | - Kerstin Myrtennäs
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
| | - Dawn Birdsell
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - Anders Johansson
- Department of Clinical Microbiology, Clinical Bacteriology, and Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, SE-901 85 Umeå, Sweden;
| | - David M. Wagner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA; (J.W.S.); (R.B.); (R.F.M.); (K.S.); (D.B.); (D.M.W.)
| | - Mats Forsman
- CBRN Defence and Security, Swedish Defence Research Agency, FOI, SE 901 82 Umeå, Sweden; (C.Ö.); (A.S.); (I.U.); (L.K.); (D.S.); (S.B.); (B.B.); (E.H.); (J.T.); (K.M.)
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Svensson D, Rentoft M, Dahlin AM, Lundholm E, Olason PI, Sjödin A, Nylander C, Melin BS, Trygg J, Johansson E. A whole-genome sequenced control population in northern Sweden reveals subregional genetic differences. PLoS One 2020; 15:e0237721. [PMID: 32915809 PMCID: PMC7485808 DOI: 10.1371/journal.pone.0237721] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 03/02/2020] [Accepted: 07/31/2020] [Indexed: 12/30/2022] Open
Abstract
The number of national reference populations that are whole-genome sequenced are rapidly increasing. Partly driving this development is the fact that genetic disease studies benefit from knowing the genetic variation typical for the geographical area of interest. A whole-genome sequenced Swedish national reference population (n = 1000) has been recently published but with few samples from northern Sweden. In the present study we have whole-genome sequenced a control population (n = 300) (ACpop) from Västerbotten County, a sparsely populated region in northern Sweden previously shown to be genetically different from southern Sweden. The aggregated variant frequencies within ACpop are publicly available (DOI 10.17044/NBIS/G000005) to function as a basic resource in clinical genetics and for genetic studies. Our analysis of ACpop, representing approximately 0.11% of the population in Västerbotten, indicates the presence of a genetic substructure within the county. Furthermore, a demographic analysis showed that the population from which samples were drawn was to a large extent geographically stationary, a finding that was corroborated in the genetic analysis down to the level of municipalities. Including ACpop in the reference population when imputing unknown variants in a Västerbotten cohort resulted in a strong increase in the number of high-confidence imputed variants (up to 81% for variants with minor allele frequency < 5%). ACpop was initially designed for cancer disease studies, but the genetic structure within the cohort will be of general interest for all genetic disease studies in northern Sweden.
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Affiliation(s)
- Daniel Svensson
- Department of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, Sweden
| | - Matilda Rentoft
- Department of Medical Biochemistry and Biophysics, Umeå University, Umeå, Sweden
| | - Anna M. Dahlin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Emma Lundholm
- Centre for Demography and Ageing, Umeå University, Umeå, Sweden
| | - Pall I. Olason
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Andreas Sjödin
- Department of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, Sweden
- Division of CBRN Security and Defence, FOI–Swedish Defence Research Agency, Umeå, Sweden
| | - Carin Nylander
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Beatrice S. Melin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Johan Trygg
- Department of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, Sweden
| | - Erik Johansson
- Department of Medical Biochemistry and Biophysics, Umeå University, Umeå, Sweden
- * E-mail:
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20
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Lif Holgerson P, Esberg A, Sjödin A, West CE, Johansson I. A longitudinal study of the development of the saliva microbiome in infants 2 days to 5 years compared to the microbiome in adolescents. Sci Rep 2020; 10:9629. [PMID: 32541791 PMCID: PMC7295743 DOI: 10.1038/s41598-020-66658-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 05/25/2020] [Indexed: 01/01/2023] Open
Abstract
Understanding oral microbiota programming attracts increasing interest due to its importance for oral health and potential associations with systemic diseases. Here the oral microbiota was longitudinally characterized in children from 2 days (n = 206) to 5 years of age and in young adults (n = 175) by sequencing of the v3-v4 region of the 16S rRNA gene from saliva extracted DNA. Alpha diversity increased by age, with 2-day- and 3-month-old infants in one sub-group, and 18-month- and 3-year-old children in another. Firmicutes decreased up to 3 years of age, whereas Proteobacteria, Actinobacteria, Bacteroidetes and Fusobacteria abundances increased. Abiotrophia, Actinomyces, Capnocytophaga, Corynebacterium, Fusobacterium, Kingella, Leptotrichia, Neisseria and Porphyromonas appeared from 18-months of age. This was paralleled by expansions in the core microbiome that continued up to adulthood. The age-related microbiota transformation was paralleled by functional alterations, e.g., changed metabolic pathways that reflected e.g., breastfeeding and increasing proportions of anaerobic species. Oral microbiotas differed by feeding mode and weakly by mode of delivery, but not gender, pacifier use or cleaning method or probiotic intake. The study shows that the saliva microbiota is diverse 2 days after birth and under transformation up to 5 years of age and beyond, with fluctuations possibly reflecting age-related environmental influences.
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Affiliation(s)
- Pernilla Lif Holgerson
- Department of Odontology, Section of Pediatric Dentistry, Umeå University, SE-90187, Umeå, Sweden.
| | - Anders Esberg
- Department of Odontology, Section of Cariology, Umeå University, SE-901 87, Umeå, Sweden
| | - Andreas Sjödin
- Division of CBRN Defence and Security, Swedish Defence Research Agency, SE-906 21, Umeå, Sweden
| | - Christina E West
- Department of Clinical Sciences, Pediatrics, Umeå University, SE-90187, Umeå, Sweden
| | - Ingegerd Johansson
- Department of Odontology, Section of Cariology, Umeå University, SE-901 87, Umeå, Sweden
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21
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Vuong AM, Xie C, Jandarov R, Dietrich KN, Zhang H, Sjödin A, Calafat AM, Lanphear BP, McCandless L, Braun JM, Yolton K, Chen A. Prenatal exposure to a mixture of persistent organic pollutants (POPs) and child reading skills at school age. Int J Hyg Environ Health 2020; 228:113527. [PMID: 32521479 DOI: 10.1016/j.ijheh.2020.113527] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [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: 10/15/2019] [Revised: 04/04/2020] [Accepted: 04/11/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Prenatal exposure to persistent organic pollutants (POPs) may affect child neurobehavior; however, exposures to mixtures of POPs have rarely been examined. METHODS We estimated associations of prenatal serum concentrations of 17 POPs, namely 5 polybrominated diphenyl ethers (PBDEs), 6 polychlorinated biphenyls (PCBs), dichlorodiphenyldichloroethylene (DDE), dichlorodiphenyltrichloroethane (DDT), and 4 per- and polyfluoroalkyl substances (PFAS), with Wide Range Achievement Test-4 reading composite scores at age 8 years in 161 children from a pregnancy and birth cohort (Health Outcomes and Measures of the Environment [HOME] Study, 2003-present) in Cincinnati, OH. We applied 6 statistical methods: least absolute shrinkage and selection operator (LASSO), elastic net (ENET), Sparse Principal Component Analysis (SPCA), Weighted Quantile Sum (WQS) regression, Bayesian Kernel Machine Regression (BKMR), and Bayesian Additive Regression Trees (BART), to estimate covariate-adjusted associations with individual and their mixtures in multi-pollutant models. RESULTS Both LASSO and ENET models indicated inverse associations with reading scores for BDE-153 and BDE-28, and positive associations for CB-118, CB-180, perfluoroctanoate (PFOA), and perfluorononanoate (PFNA). The SPCA identified inverse associations for BDE-153 and BDE-100 and positive associations for perfluorooctane sulfonate (PFOS), PFOA, and PFNA, as parts of different principal component scores. The WQS regression showed the highest weights for BDE-100 (0.35) and BDE-28 (0.16) in the inverse association model and for PFNA (0.29) and CB-180 (0.21) in the positive association model. The BKMR model identified BDE-100 and BDE-153 for inverse associations and CB-118, CB-153, CB-180, PFOA, and PFNA for positive associations. The BART method found dose-response functions similar to the BKMR model. No interactions between POPs were identified. CONCLUSIONS Despite some inconsistency among biomarkers, these analyses revealed inverse associations between prenatal PBDE concentrations and children's reading scores. Positive associations of PCB congeners and PFAS with reading skills were also found.
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Affiliation(s)
- Ann M Vuong
- Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, United States; Department of Environmental and Occupational Health, University of Nevada Las Vegas, School of Public Health, United States
| | - Changchun Xie
- Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Roman Jandarov
- Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Kim N Dietrich
- Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Hongmei Zhang
- Department of Environmental Health, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi Province, China
| | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia, United States
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia, United States
| | - Bruce P Lanphear
- Child and Family Research Institute, BC Children's Hospital, British Columbia, Canada; Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | | | - Joseph M Braun
- Department of Epidemiology, Brown University, Providence, RI, United States
| | - Kimberly Yolton
- Department of Pediatrics, Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Aimin Chen
- Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, United States; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
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22
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Sjödin A, Mueller JF, Jones R, Schütze A, Wong LY, Caudill SP, Harden FA, Webster TF, Toms LM. Serum elimination half-lives adjusted for ongoing exposure of tri-to hexabrominated diphenyl ethers: Determined in persons moving from North America to Australia. Chemosphere 2020; 248:125905. [PMID: 32004881 PMCID: PMC7819278 DOI: 10.1016/j.chemosphere.2020.125905] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [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: 09/06/2019] [Revised: 01/10/2020] [Accepted: 01/11/2020] [Indexed: 05/30/2023]
Abstract
The objective of the study was to determine the human serum elimination half-life of polybrominated diphenyl ethers (PBDEs) adjusted for ongoing exposure in subjects moving from a higher exposure region (North America) to a lower exposure region (Australia). The study population was comprised of exchange students and long-term visitors from North America moving to Brisbane, Australia (N = 27) and local residents (N = 23) who were followed by repeated serum sampling every other month. The local residents were sampled to adjust for ongoing exposure in Australia. Only one visitor remained in Australia for a period of time similar to the elimination half-life and had a sufficiently high initial concentration of PBDEs to derive a half-life. This visitor arrived in Australia in March of 2011 and remained in the country for 1.5 years. Since the magnitude of PBDE exposure is lower in Australia than in North America we observed an apparent 1st order elimination curve over time from which we have estimated the serum elimination half-lives for BDE28, BDE47, BDE99, BDE100, and BDE153 to be 0.942, 1.19, 1.03, 2.16, and 4.12 years, respectively. Uncertainty in the estimates were estimated using a Monte Carlo simulation. The human serum elimination half-life adjusted for ongoing exposure can allow us to assess the effectiveness and reduction in exposure in the general population following phase out of commercial penta- and octaBDE in 2004 in the United States.
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Affiliation(s)
- Andreas Sjödin
- Centers for Disease Control and Prevention (CDC), National Center for Environmental Health (NCEH), Division of Laboratory Sciences (DLS), 4770 Buford Hwy NE, Atlanta, GA, 30341, USA.
| | - Jochen F Mueller
- Queensland Alliance for Environmental Health Science (QAEHS), The University of Queensland, 20 Cornwall Street Woolloongabba, 4102, Queensland, Australia
| | - Richard Jones
- Centers for Disease Control and Prevention (CDC), National Center for Environmental Health (NCEH), Division of Laboratory Sciences (DLS), 4770 Buford Hwy NE, Atlanta, GA, 30341, USA
| | - Andre Schütze
- Centers for Disease Control and Prevention (CDC), National Center for Environmental Health (NCEH), Division of Laboratory Sciences (DLS), 4770 Buford Hwy NE, Atlanta, GA, 30341, USA
| | - Lee-Yang Wong
- Centers for Disease Control and Prevention (CDC), National Center for Environmental Health (NCEH), Division of Laboratory Sciences (DLS), 4770 Buford Hwy NE, Atlanta, GA, 30341, USA
| | - Samuel P Caudill
- Centers for Disease Control and Prevention (CDC), National Center for Environmental Health (NCEH), Division of Laboratory Sciences (DLS), 4770 Buford Hwy NE, Atlanta, GA, 30341, USA
| | | | - Thomas F Webster
- Dept Environmental Health, Boston University School of Public Health, Boston, MA, 02130, USA
| | - Leisa-Maree Toms
- School of Public Health and Social Work, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia
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23
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Ramirez-Paredes JG, Larsson P, Thompson KD, Penman DJ, Busse HJ, Öhrman C, Sjödin A, Soto E, Richards RH, Adams A, Colquhoun DJ. Reclassification of Francisella noatunensis subsp. orientalis Ottem et al. 2009 as Francisella orientalis sp. nov., Francisella noatunensis subsp. chilensis subsp. nov. and emended description of Francisella noatunensis. Int J Syst Evol Microbiol 2020; 70:2034-2048. [PMID: 32160147 DOI: 10.1099/ijsem.0.004009] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Francisella noatunensis is a fastidious facultative intracellular bacterial pathogen that causes 'piscine francisellosis', a serious disease affecting both marine and fresh water farmed and wild fish worldwide. Currently two F. noatunensis subspecies are recognized, i.e. F. noatunensis subsp. noatunensis and F. noatunensis subsp. orientalis. In the present study, the taxonomy of F. noatunensis was revisited using a polyphasic approach, including whole genome derived parameters such as digital DNA-DNA hybridization, whole genome average nucleotide identity (wg-ANIm), whole genome phylogenetic analysis, whole genome G+C content, metabolic fingerprinting and chemotaxonomic analyses. The results indicated that isolates belonging to F. noatunensis subsp. orientalis represent a phenotypically and genetically homogenous taxon, clearly distinguishable from F. noatunensis subsp. noatunensis that fulfils requirements for separate species status. We propose, therefore, elevation of F. noatunensis subsp. orientalis to the species rank as Francisella orientalis sp. nov. with the type strain remaining as Ehime-1T (DSM 21254T=LMG 24544T). Furthermore, we identified sufficient phenotypic and genetic differences between F. noatunensis subsp. noatunensis recovered from diseased farmed Atlantic salmon in Chile and those isolated from wild and farmed Atlantic cod in Northern Europe to warrant proposal of the Chilean as a novel F. noatunensis subspecies, i.e. Francisella noatunensis subsp. chilensis subsp. nov. with strain PQ1106T (CECT 9798T=NCTC14375T) as the type strain. Finally, we emend the description of F. noatunensis by including further metabolic information and the description of atypical strains.
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Affiliation(s)
- Jose Gustavo Ramirez-Paredes
- Ridgeway Biologicals Ltd. a Ceva Santé Animale Company, Units 1-3 Old Station Business Park, Compton, Berkshire, England, RG20 6NE, UK
- Institute of Aquaculture, Faculty of Natural Sciences, University of Stirling, Stirling, Scotland, FK9 4LA, UK
- Present address: Ridgeway Biologicals Ltd. a Ceva Santé Animale Company, Units 1-3 Old Station Business Park, Compton, Berkshire, England, RG20 6NE, UK
| | - Pär Larsson
- Swedish Defence Research Agency (FOI), CBRN Defence and Security, Umeå, Sweden
- Department of Medical Biosciences, Umea University, Umeå, Sweden
| | - Kim D Thompson
- Aquaculture Research Group, Moredun Research Institute, Edinburgh, Scotland, EH26 0PZ, UK
| | - David J Penman
- Institute of Aquaculture, Faculty of Natural Sciences, University of Stirling, Stirling, Scotland, FK9 4LA, UK
| | - Hans-Jürgen Busse
- Institute of Microbiology, Veterinary University, Vienna, A-1160 Wien, Austria
| | - Caroline Öhrman
- Swedish Defence Research Agency (FOI), CBRN Defence and Security, Umeå, Sweden
| | - Andreas Sjödin
- Swedish Defence Research Agency (FOI), CBRN Defence and Security, Umeå, Sweden
| | - Esteban Soto
- Department of Medicine and Epidemiology, University of California Davis, School of Veterinary Medicine, Davis, California, 95616, USA
| | - Randolph H Richards
- Institute of Aquaculture, Faculty of Natural Sciences, University of Stirling, Stirling, Scotland, FK9 4LA, UK
| | - Alexandra Adams
- Institute of Aquaculture, Faculty of Natural Sciences, University of Stirling, Stirling, Scotland, FK9 4LA, UK
| | - Duncan J Colquhoun
- Fish Health Research Group, Norwegian Veterinary Institute, Oslo, Pb 750 Sentrum, N-0106 Oslo, Norway
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24
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Orta OR, Wesselink AK, Bethea TN, Claus Henn B, Sjödin A, Wegienka G, Baird DD, Wise LA. Correlates of organochlorine pesticide plasma concentrations among reproductive-aged black women. Environ Res 2020; 184:109352. [PMID: 32182481 PMCID: PMC8406427 DOI: 10.1016/j.envres.2020.109352] [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] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 01/30/2020] [Accepted: 03/04/2020] [Indexed: 05/26/2023]
Abstract
BACKGROUND Organochlorine pesticides (OCPs) are lipophilic persistent organic pollutants associated with adverse health outcomes. Black women have higher body burdens compared with other U.S. populations and research on their correlates is limited. METHODS Using baseline data from a prospective cohort study of Black women aged 23-35 years from the Detroit, Michigan metropolitan area (enrolled 2010-2012), we examined correlates of plasma concentrations of the following OCPs: dichlorodiphenyltrichloroethane (p,p'-DDE), hexachlorobenzene (HCB), oxychlordane, and trans-nonachlor. At enrollment, we collected non-fasting blood samples from 742 participants. We also collected data on demographic, behavioral, dietary, occupational, and medical history factors via self-administered questionnaires, telephone interviews, and in-person clinic visits. We fit linear regression models to calculate percent (%) differences across categories of each correlate and 95% confidence intervals (CIs). RESULTS In models adjusted for all other correlates, a 5-year increase in age was associated with 24% higher oxychlordane (95% CI: 12%, 38%) and 26% higher trans-nonachlor (95% CI: 12%, 42%) plasma concentrations. Heavy alcohol use was associated with 7-9% higher plasma concentrations of p,p'-DDE, oxychlordane, and trans-nonachlor. Current smoking was associated with 10-19% higher plasma concentrations of all four OCPs, and was highest for current smokers of ≥10 cigarettes/day (% differences ranged from 22 to 29%). Compared with having never been breastfed during infancy, having been breastfed for ≥3 months was associated with 15% higher concentrations of p,p'-DDE (95% CI: 6%, 25%), 14% higher oxychlordane (95% CI: 5%, 24%), and 15% higher trans-nonachlor (95% CI: 5%, 27%). Consumption of ≥5 vs. ≤2 glasses/day of tap or bottled water was associated with 8-15% higher plasma concentrations of all four OCPs, and was highest for trans-nonachlor (% difference: 15%; 95% CI: 6%, 26%). No other dietary predictors were appreciably associated with plasma OCP concentrations. Obesity, parity, higher birth order, and longer lactation duration were inversely associated with plasma OCP concentrations. CONCLUSIONS In Black U.S. women of reproductive age, older age was an important correlate of plasma OCP concentrations. Exposure to OCPs earlier in life appears to contribute to current blood concentrations. In addition, tobacco, alcohol, and drinking water may be important sources of exposure.
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Affiliation(s)
- Olivia R Orta
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | - Amelia K Wesselink
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Traci N Bethea
- Slone Epidemiology Center at Boston University, Boston, MA, USA; Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ganesa Wegienka
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Donna D Baird
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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Orta OR, Wesselink AK, Bethea TN, Claus Henn B, McClean MD, Sjödin A, Baird DD, Wise LA. Correlates of plasma concentrations of brominated flame retardants in a cohort of U.S. Black women residing in the Detroit, Michigan metropolitan area. Sci Total Environ 2020; 714:136777. [PMID: 32018967 PMCID: PMC7268778 DOI: 10.1016/j.scitotenv.2020.136777] [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] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 12/18/2019] [Accepted: 01/16/2020] [Indexed: 05/02/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) and polybrominated biphenyls (PBBs) are brominated flame retardant chemicals detectable in the environment and U.S. population, and are associated with adverse health outcomes over the life course. Correlates of these organic pollutants are understudied among U.S. Black women. METHODS Using baseline data from a prospective cohort study of U.S. Black women aged 23-35 years from the Detroit area of Michigan (2010-2012), we examined correlates of PBDEs and PBB-153. Non-fasting blood samples were collected from 742 participants at enrollment, a subset of women selected for a case-cohort study of environmental chemicals. Data on socio-demographics, behaviors, diet, medical history, and early-life exposures were collected via self-administered questionnaires, telephone interviews, and in-person clinic visits. We fit linear regression models to calculate percent differences and 95% confidence intervals in lipid adjusted plasma concentrations of 11 individual PBDE congeners and PBB-153 for each baseline predictor. RESULTS In models adjusted for all other correlates, a 5-year increase in age was inversely associated with most PBDE congeners (% differences ranged from 6 to 15% lower), and was positively associated with PBB-153 (52% higher). A 5-kg/m2 increase in BMI was inversely associated with PBDE-153 and PBB-153 (16% lower for both), and 6% higher for PBDE-28. Compared with having never been breastfed in infancy, ≥3 months of breastfeeding in infancy was associated with 69% higher PBB-153 concentrations. Lower education, current smoking, and heavy alcohol use were associated with higher plasma concentrations of most flame retardants. Diet was not an important predictor. CONCLUSION Important correlates for elevated body burdens of PBB-153 were increasing age and a history of having been breastfed in infancy. Education, smoking, and heavy alcohol use were important predictors of elevated body burdens of most flame retardants. This study fills an important gap in the environmental health literature by focusing on an understudied population.
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Affiliation(s)
- Olivia R Orta
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | - Amelia K Wesselink
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Traci N Bethea
- Slone Epidemiology Center at Boston University, Boston, MA, USA; Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Michael D McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Donna D Baird
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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26
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Bassig BA, Shu XO, Sjödin A, Koh WP, Gao YT, Adams-Haduch J, Davis M, Wang R, Xiang YB, Engel LS, Purdue MP, Ji BT, Yang G, Jones RS, Langseth H, Hosgood HD, Grimsrud TK, Seow WJ, Wong JYY, Hu W, Chen D, Zheng W, Yuan JM, Lan Q, Rothman N. Prediagnostic blood levels of organochlorines and risk of non-Hodgkin lymphoma in three prospective cohorts in China and Singapore. Int J Cancer 2020; 146:839-849. [PMID: 31001807 PMCID: PMC8244652 DOI: 10.1002/ijc.32350] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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: 01/07/2019] [Revised: 03/22/2019] [Accepted: 04/03/2019] [Indexed: 12/31/2022]
Abstract
Specific organochlorines (OCs) have been associated with non-Hodgkin lymphoma (NHL) with varying degrees of evidence. These associations have not been evaluated in Asia, where the high exposure and historical environmental contamination of certain OC pesticides (e.g., dichlorodiphenyltrichloroethane [DDT], hexachlorocyclohexane [HCH]) are different from Western populations. We evaluated NHL risk and prediagnostic blood levels of OC pesticides/metabolites and polychlorinated biphenyl congeners in a case-control study of 167 NHL cases and 167 controls nested within three prospective cohorts in Shanghai and Singapore. Conditional logistic regression was used to analyze lipid-adjusted OC levels and NHL risk. Median levels of p,p'-dichlorodiphenyldichloroethylene (p,p'-DDE), the primary DDT metabolite, and β-HCH were up to 12 and 65 times higher, respectively, in samples from the Asian cohorts compared to several cohorts in the United States and Norway. An increased risk of NHL was observed among those with higher β-HCH levels both overall (3rd vs. 1st tertile OR = 1.8, 95%CI = 1.0-3.2; ptrend = 0.049) and after excluding cases diagnosed within 2 years of blood collection (3rd vs. 1st tertile OR = 2.0, 95%CI = 1.1-3.9; ptrend = 0.03), and the association was highly consistent across the three cohorts. No significant associations were observed for other OCs, including p,p'-DDE. Our findings provide support for an association between β-HCH blood levels and NHL risk. This is a concern because substantial quantities of persistent, toxic residues of HCH are present in the environment worldwide. Although there is some evidence that DDT is associated with NHL, our findings for p,p'-DDE do not support an association.
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Affiliation(s)
- Bryan A Bassig
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Woon-Puay Koh
- Health Services & Systems Research, Duke-NUS Medical School, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai Jiaotong University, Shanghai, China
| | - Jennifer Adams-Haduch
- Division of Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute, Pittsburgh, PA
| | - Mark Davis
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Renwei Wang
- Division of Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute, Pittsburgh, PA
| | - Yong-Bing Xiang
- State Key Laboratory of Oncogene and Related Genes & Department of Epidemiology, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Lawrence S Engel
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC
| | - Mark P Purdue
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Bu-Tian Ji
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Gong Yang
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN
| | - Richard S Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Hilde Langseth
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
| | - H Dean Hosgood
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, New York, NY
| | - Tom K Grimsrud
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
| | - Wei Jie Seow
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
| | - Jason Y Y Wong
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Wei Hu
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Dazhe Chen
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN
| | - Jian-Min Yuan
- Division of Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute, Pittsburgh, PA
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, NCI, NIH, DHHS, Rockville, MD
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27
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Margolis AE, Banker S, Pagliaccio D, De Water E, Curtin P, Bonilla A, Herbstman JB, Whyatt R, Bansal R, Sjödin A, Milham MP, Peterson BS, Factor-Litvak P, Horton MK. Functional connectivity of the reading network is associated with prenatal polybrominated diphenyl ether concentrations in a community sample of 5 year-old children: A preliminary study. Environ Int 2020; 134:105212. [PMID: 31743804 PMCID: PMC7048018 DOI: 10.1016/j.envint.2019.105212] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 03/20/2019] [Revised: 09/19/2019] [Accepted: 09/21/2019] [Indexed: 05/22/2023]
Abstract
Genetic factors explain 60 percent of variance in reading disorder. Exposure to neurotoxicants, including polybrominated diphenyl ethers (PBDEs), may be overlooked risk factors for reading problems. We used resting-state functional magnetic resonance imaging (rs-fMRI) to examine associations between prenatal PBDE concentrations and functional connectivity of a reading-related network (RN) in a community sample of 5-year-old children (N = 33). Maternal serum PBDE concentrations (∑PBDE) were measured at 12.2 ± 2.8 weeks gestation (mean ± SD). The RN was defined by 12 regions identified in prior task-based fMRI meta-analyses; global efficiency (GE) was used to measure network integration. Linear regression evaluated associations between ∑PBDE, word reading, and GE of the RN and the default mode network (DMN); the latter to establish specificity of findings. Weighted quantile sum regression analyses evaluated the contributions of specific PBDE congeners to observed associations. Greater RN efficiency was associated with better word reading in these novice readers. Children with higher ∑PBDE showed reduced GE of the RN; ∑PBDE was not associated with DMN efficiency, demonstrating specificity of our results. Consistent with prior findings, ∑PBDE was not associated word reading at 5-years-old. Altered efficiency and integration of the RN may underlie associations between ∑PBDE concentrations and reading problems observed previously in older children.
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Affiliation(s)
- Amy E Margolis
- The Division of Child and Adolescent Psychiatry in the Department of Psychiatry, The New York State Psychiatric Institute and the Vagelos College of Physicians & Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA.
| | - Sarah Banker
- The Division of Child and Adolescent Psychiatry in the Department of Psychiatry, The New York State Psychiatric Institute and the Vagelos College of Physicians & Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - David Pagliaccio
- The Division of Child and Adolescent Psychiatry in the Department of Psychiatry, The New York State Psychiatric Institute and the Vagelos College of Physicians & Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Erik De Water
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Paul Curtin
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Anny Bonilla
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Julie B Herbstman
- Columbia Center for Children's Environmental Health, Department of Environmental Health Sciences, and Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Robin Whyatt
- Columbia Center for Children's Environmental Health, Department of Environmental Health Sciences, and Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Ravi Bansal
- Institute for the Developing Mind, Children's Hospital Los Angeles and the Department of Psychiatry at the Keck School of Medicine, University of Southern California, Los Angeles, CA 90027, USA
| | - Andreas Sjödin
- Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | | | - Bradley S Peterson
- Institute for the Developing Mind, Children's Hospital Los Angeles and the Department of Psychiatry at the Keck School of Medicine, University of Southern California, Los Angeles, CA 90027, USA
| | - Pam Factor-Litvak
- Columbia Center for Children's Environmental Health, Department of Environmental Health Sciences, and Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Megan K Horton
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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28
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Cronhjort S, Wilhelmsson P, Karlsson L, Thelaus J, Sjödin A, Forsberg P, Lindgren PE. The Tick-Borne Diseases STING study: Real-time PCR analysis of three emerging tick-borne pathogens in ticks that have bitten humans in different regions of Sweden and the Aland islands, Finland. Infect Ecol Epidemiol 2019; 9:1683935. [PMID: 31741721 PMCID: PMC6844441 DOI: 10.1080/20008686.2019.1683935] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [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: 08/12/2019] [Accepted: 10/17/2019] [Indexed: 11/27/2022] Open
Abstract
A milder climate has during the last decade contributed to an increased density and spreading of ixodid ticks, thus enhancing their role as emerging vectors for pathogenic microorganisms in northern Europe. It remains unclear if they contribute to the occurrence of infections caused by the bacteria Bartonella spp., Francisella tularensis subspecies holarctica and the parasite Toxoplasma gondii in Sweden and on the Åland islands, Finland. In this study, we want to improve understanding of the tick-borne transmission of these pathogens. Volunteers were recruited at primary healthcare centers. Ticks and blood samples were acquired from participants recruited in 2008 and 2009. Health questionnaires were completed, and medical records were acquired where applicable. Feeding time was estimated and screening of pathogens in the ticks was performed through real-time PCR. Ticks (n = 1849) were of mixed developmental stages: 76 larvae, 1295 nymphs, 426 adults and 52 undetermined. All analyzed ticks were considered negative for these pathogens since the CT-values were all below the detection limit for Bartonella spp. (1663 ticks), Francisella spp. (1849 ticks) and Toxoplasma gondii (1813 ticks). We assume that infections with these pathogens are caused by other transmission pathways within these regions of Sweden and the Åland islands, Finland.
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Affiliation(s)
- Samuel Cronhjort
- Division of Medical Microbiology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Peter Wilhelmsson
- Division of Medical Microbiology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
- Department of Clinical Microbiology, Jönköping, Region Jönköping County, and the Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Linda Karlsson
- Division of CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Johanna Thelaus
- Division of CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Andreas Sjödin
- Division of CBRN Defence and Security, Swedish Defence Research Agency, Umeå, Sweden
| | - Pia Forsberg
- Divison of Infectious Diseases, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Per-Eric Lindgren
- Division of Medical Microbiology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
- Department of Clinical Microbiology, Jönköping, Region Jönköping County, and the Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
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29
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Simonyté Sjödin K, Domellöf M, Lagerqvist C, Hernell O, Lönnerdal B, Szymlek-Gay EA, Sjödin A, West CE, Lind T. Administration of ferrous sulfate drops has significant effects on the gut microbiota of iron-sufficient infants: a randomised controlled study. Gut 2019; 68:2095-2097. [PMID: 30343273 PMCID: PMC6839800 DOI: 10.1136/gutjnl-2018-316988] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Revised: 09/24/2018] [Accepted: 10/02/2018] [Indexed: 12/12/2022]
Affiliation(s)
| | - Magnus Domellöf
- Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
| | - Carina Lagerqvist
- Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
| | - Olle Hernell
- Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
| | - Bo Lönnerdal
- Department of Nutrition, University of California, Davis, California, USA
| | - Ewa A Szymlek-Gay
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Melbourne, Australia
| | - Andreas Sjödin
- Division of CBRN Security and Defense, FOI—Swedish Defense Research Agency, Umeå, Sweden
| | - Christina E West
- Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
| | - Torbjörn Lind
- Department of Clinical Sciences, Paediatrics, Umeå University, Umeå, Sweden
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Svensson D, Sjögren R, Sundell D, Sjödin A, Trygg J. doepipeline: a systematic approach to optimizing multi-level and multi-step data processing workflows. BMC Bioinformatics 2019; 20:498. [PMID: 31615395 PMCID: PMC6794737 DOI: 10.1186/s12859-019-3091-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [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] [Received: 12/21/2018] [Accepted: 09/10/2019] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Selecting the proper parameter settings for bioinformatic software tools is challenging. Not only will each parameter have an individual effect on the outcome, but there are also potential interaction effects between parameters. Both of these effects may be difficult to predict. To make the situation even more complex, multiple tools may be run in a sequential pipeline where the final output depends on the parameter configuration for each tool in the pipeline. Because of the complexity and difficulty of predicting outcomes, in practice parameters are often left at default settings or set based on personal or peer experience obtained in a trial and error fashion. To allow for the reliable and efficient selection of parameters for bioinformatic pipelines, a systematic approach is needed. RESULTS We present doepipeline, a novel approach to optimizing bioinformatic software parameters, based on core concepts of the Design of Experiments methodology and recent advances in subset designs. Optimal parameter settings are first approximated in a screening phase using a subset design that efficiently spans the entire search space, then optimized in the subsequent phase using response surface designs and OLS modeling. Doepipeline was used to optimize parameters in four use cases; 1) de-novo assembly, 2) scaffolding of a fragmented genome assembly, 3) k-mer taxonomic classification of Oxford Nanopore Technologies MinION reads, and 4) genetic variant calling. In all four cases, doepipeline found parameter settings that produced a better outcome with respect to the characteristic measured when compared to using default values. Our approach is implemented and available in the Python package doepipeline. CONCLUSIONS Our proposed methodology provides a systematic and robust framework for optimizing software parameter settings, in contrast to labor- and time-intensive manual parameter tweaking. Implementation in doepipeline makes our methodology accessible and user-friendly, and allows for automatic optimization of tools in a wide range of cases. The source code of doepipeline is available at https://github.com/clicumu/doepipeline and it can be installed through conda-forge.
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Affiliation(s)
- Daniel Svensson
- Department of Chemistry, Computational Life Science Cluster (CLiC), Umeå University, Umeå, Sweden
| | - Rickard Sjögren
- Department of Chemistry, Computational Life Science Cluster (CLiC), Umeå University, Umeå, Sweden
- Corporate Research, Sartorius AG, Umeå, Sweden
| | - David Sundell
- Division of CBRN Security and Defence, FOI - Swedish Defence Research Agency, Umeå, Sweden
| | - Andreas Sjödin
- Division of CBRN Security and Defence, FOI - Swedish Defence Research Agency, Umeå, Sweden
| | - Johan Trygg
- Department of Chemistry, Computational Life Science Cluster (CLiC), Umeå University, Umeå, Sweden.
- Corporate Research, Sartorius AG, Umeå, Sweden.
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31
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de Water E, Curtin P, Zilverstand A, Sjödin A, Bonilla A, Herbstman JB, Ramirez J, Margolis AE, Bansal R, Whyatt RM, Peterson BS, Factor-Litvak P, Horton MK. A preliminary study on prenatal polybrominated diphenyl ether serum concentrations and intrinsic functional network organization and executive functioning in childhood. J Child Psychol Psychiatry 2019; 60:1010-1020. [PMID: 30882909 PMCID: PMC7105394 DOI: 10.1111/jcpp.13040] [Citation(s) in RCA: 10] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/26/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND The prenatal period is a period of vulnerability during which neurotoxic exposures exert persistent changes in brain development and behavior. Polybrominated diphenyl ethers (PBDEs), used as flame retardants in commercial products, are known to be developmental neurotoxicants. PBDEs were phased out of use in the United States a decade ago, but exposure remains widespread due to their release from existing products and biopersistence. Despite consistent animal and epidemiological evidence of developmental neurotoxicity, the neural substrates linking prenatal PBDE serum concentrations to impaired neurodevelopment are poorly understood. METHODS In the present study, we used resting state functional magnetic resonance imaging (fMRI) to examine associations between prenatal PBDE concentrations measured in maternal serum and intrinsic functional network organization (i.e., global and local efficiency; estimated using a graph-theoretical approach) in 5-year-old children (n = 34). We explored whether PBDE serum concentrations were associated with executive functioning (EF) assessed using a parent-report questionnaire (BRIEF-P) (n = 106) and whether changes in intrinsic functional network organization linked the association between prenatal PBDE serum concentrations and EF problems. RESULTS Children with higher prenatal PBDE serum concentrations showed: (a) increased global efficiency of brain areas involved in visual attention (e.g., inferior occipital gyrus) (β's = .01, FDR-corrected p's ≤ .05); (b) more reported EF problems (β's = .001, FDR-corrected p's ≤ .05). Higher global efficiency of brain areas involved in visual attention was associated with more EF problems (β's = .01, FDR-corrected p's < .05). CONCLUSIONS Intrinsic functional network organization of visual attention brain areas linked prenatal PBDE concentrations to EF problems in childhood. Visual attention may contribute to the development of higher-order cognitive functions, such as EF, which could be explored in future studies.
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Affiliation(s)
- Erik de Water
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Paul Curtin
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Anna Zilverstand
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA
| | - Andreas Sjödin
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Anny Bonilla
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Julie B. Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia Center for Children’s Environmental Health, Columbia University, New York, NY, USA
| | - Judyth Ramirez
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia Center for Children’s Environmental Health, Columbia University, New York, NY, USA
| | - Amy E. Margolis
- The Division of Child and Adolescent Psychiatry in the Department of Psychiatry, The New York State Psychiatric Institute and the College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - Ravi Bansal
- Institute for the Developing Mind, Children’s Hospital Los Angeles and the Department of Psychiatry at the Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Robin M. Whyatt
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia Center for Children’s Environmental Health, Columbia University, New York, NY, USA
| | - Bradley S. Peterson
- Institute for the Developing Mind, Children’s Hospital Los Angeles and the Department of Psychiatry at the Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Pam Factor-Litvak
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Megan K. Horton
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Attfield KR, Pinney SM, Sjödin A, Voss RW, Greenspan LC, Biro FM, Hiatt RA, Kushi LH, Windham GC. Longitudinal study of age of menarche in association with childhood concentrations of persistent organic pollutants. Environ Res 2019; 176:108551. [PMID: 31376650 DOI: 10.1016/j.envres.2019.108551] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Age at female puberty is associated with adult morbidities, including breast cancer and diabetes. Hormonally active chemicals are suspected of altering pubertal timing. We examined whether persistent organic pollutants (POPs) are associated with age at menarche in a longitudinal study. METHODS We analyzed data for females enrolled at age 6-8 years in the Breast Cancer and Environment Research Program from California and Ohio. Participants were followed annually 2004-2013 and provided serum (mean age 7.8 years) for measurement of polychlorinated biphenyl (PCB), organochlorine pesticide (OCP), and polybrominated diphenyl ether (PBDE) concentrations. Age of menarche was assigned based on parental and participant reported dates and ages of menarche. Adjusted hazard ratios (aHRs) for menarchal onset were calculated with Cox proportional regression. Body mass index (BMI), potentially on the causal pathway, was added to parallel analyses. RESULTS Age of menarche was later with higher summed PCB levels (median 11.9 years in quartile 1 [Q1] versus 12.7 in quartile 4 [Q4]) and OCP levels (12.1 years versus 12.4, respectively). When adjusting for all covariates except BMI, higher POP concentrations were associated with later age at menarche (Q4 versus Q1 aHRs: PBDEs 0.75 [95% CI 0.58, 0.97], PCBs 0.67 [95% CI 0.5, 0.89], and OCPs 0.66 [95% CI 0.50, 0.89]). Additional adjustment for BMI attenuated aHRs; PCB aHR approached the null. CONCLUSION Findings revealed later onset of menarche with higher concentrations of certain POPs, possibly through an association with BMI. Altered pubertal timing may have long lasting effects on reproductive health and disease risk, so continued attention is important for understanding the biological processes affected by hormonally active chemicals.
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Affiliation(s)
- Kathleen R Attfield
- California Department of Public Health, Richmond, CA, USA; Epidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Susan M Pinney
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Andreas Sjödin
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Robert W Voss
- California Department of Public Health, Richmond, CA, USA
| | | | - Frank M Biro
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Robert A Hiatt
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
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Wesselink AK, Bethea TN, McClean M, Weuve J, Williams PL, Hauser R, Sjödin A, Brasky TM, Baird DD, Wise LA. Predictors of plasma polychlorinated biphenyl concentrations among reproductive-aged black women. Int J Hyg Environ Health 2019; 222:1001-1010. [PMID: 31285139 DOI: 10.1016/j.ijheh.2019.06.008] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 06/14/2019] [Accepted: 06/24/2019] [Indexed: 01/10/2023]
Abstract
Polychlorinated biphenyls (PCBs) are a class of lipophilic endocrine-disrupting chemicals with wide industrial use in the U.S. from the 1930s through 1977. Due to their environmental and biological persistence, low levels of PCBs remain detected in wildlife and humans. Although U.S. studies have shown higher serum PCB concentrations among Black women compared with White women, studies of correlates of PCB exposure among Black women are scarce. We examined predictors of plasma PCB concentrations in a cross-sectional analysis of baseline data from a prospective cohort study of 1693 premenopausal Black women aged 23-35 years from Detroit, Michigan (2010-2012). We collected demographic, behavioral, dietary, and medical data via self-administered questionnaires, telephone interviews, and in-person clinic visits, as well as non-fasting blood samples. We measured concentrations of 24 PCB congeners in baseline plasma from a subset of 762 participants. We used linear regression for log-transformed lipid-adjusted PCB concentrations to calculate percentage differences across levels of selected predictors. We did this separately for individual PCBs, sum of total PCBs, and sum of PCBs by degree of chlorination and hormonal activity. PCB concentrations were positively associated with age, duration of urban residence, cigarette smoking, heavy alcohol intake, and being breastfed in infancy, and inversely associated with body mass index (BMI) and lactation duration. The strength of some associations varied by degree of chlorination. For example, a 5-kg/m2 higher BMI corresponded to a 2.9% lower summed concentration of tri- and tetra-substituted PCBs (95% CI -4.6%, -1.2%), an 8.3% lower summed concentration of penta- and hexa-substituted PCBs (95% CI -10.0%, -6.5%), and a 12.1% lower summed concentration of hepta-, octa-, nona-, and deca-substituted PCBs (95% CI -13.7%, -10.4%). Likewise, associations for age and being breastfed in infancy were stronger for higher-chlorinated PCBs. Results agree with studies on predictors of PCB body burdens, few of which include large numbers of Black women.
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Affiliation(s)
- Amelia K Wesselink
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
| | - Traci N Bethea
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Michael McClean
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Paige L Williams
- Departments of Biostatistics and Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Russ Hauser
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Theodore M Brasky
- Department of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
| | - Donna D Baird
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, USA
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
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Sjödin A, Jones RS, Wong LY, Caudill SP, Calafat AM. Polybrominated Diphenyl Ethers and Biphenyl in Serum: Time Trend Study from the National Health and Nutrition Examination Survey for Years 2005/06 through 2013/14. Environ Sci Technol 2019; 53:6018-6024. [PMID: 31002243 PMCID: PMC6556778 DOI: 10.1021/acs.est.9b00471] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Eleven polybrominated diphenyl ether (tri- to deca-BDE) congeners and 2,2',4,4',5,5'-hexabromobiphenyl (BB153) have been measured in pooled serum samples from the National Health and Nutrition Examination Survey (NHANES) for one decade (from survey years 2005/06 through 2013/14). The pools, which are representative of the general noninstitutionalized population of the United States, encompassed thirty-two demographic groups defined by sex, race/ethnicity (Mexican American, non-Hispanic black, non-Hispanic white, and all other race/ethnicities), and age (12-19, >20-39, >40-59, and ≥60 years). The adjusted geometric means were determined in a multiple linear regression model for the six congeners (BDE28, BDE47, BDE99, BDE100, BDE153, and BB153) with detectable concentrations in at least 60% of pools in each of the thirty-two demographic groups; the level of significance for all statistical comparisons thereof were determined. BDE154 and BDE209 were detected in 60% of the NHANES 2011/12 and 2013/14 pools; only these two survey periods were evaluated for these congeners. The percent change in concentration by a 2-year survey period was calculated. All examined PBDEs reported in five survey periods decreased in concentration, except BDE153, for which concentrations increased by 12.0% (95% CI 7.1-16.4) and 8.4% (95% CI 2.9-14.1) for the age groups 40-59 and ≥60 years, respectively; no significant change was observed in younger age groups. Excluding BDE153, we observed larger percentage decreases by a 2-year survey period for the age groups 12-19, 20-39, and ≥60 years compared with the age group 40-59 years. The percentage decrease by a two-year survey period ranged between -19.6% (BDE99, 20-39 years old) and -4.5% (BDE100, 40-59 years old). Although five polybrominated diphenyl ether (PDBE) congeners and BB153 are still frequently detected in the U.S. general population, PBDE concentrations have decreased since 2005-2006, likely, because of changes in manufacturing practices that started in the mid-2000s.
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Cowell WJ, Sjödin A, Jones R, Wang Y, Wang S, Whyatt RM, Factor-Litvak P, Bradwin G, Hassoun A, Oberfield S, Herbstman JB. Pre- and Postnatal Polybrominated Diphenyl Ether Concentrations in Relation to Thyroid Parameters Measured During Early Childhood. Thyroid 2019; 29:631-641. [PMID: 30907253 PMCID: PMC6533780 DOI: 10.1089/thy.2018.0417] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [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] [Indexed: 12/21/2022]
Abstract
Background: Penta-brominated diphenyl ethers (PentaBDEs) are endocrine-disrupting chemicals that structurally resemble thyroid hormones and were widely used as flame retardants in household consumer products from 1975 to 2004. Polybrominated diphenyl ethers (PBDEs) cross the placenta, and evidence suggests that for many children, body burdens may peak during the toddler years. This study aimed to understand the impact of exposure timing by examining both pre- and postnatal exposure to BDE-47, the predominant penta-brominated diphenyl ether congener detected in humans, in relation to thyroid hormone parameters measured during early childhood. Methods: The Columbia Center for Children's Environmental Health Mothers and Newborns Study is a prospective birth cohort of African American and Dominican maternal-child pairs. Pregnant women were recruited from two prenatal clinics in Northern Manhattan and the South Bronx between 1998 and 2006. Participants included 158 children with (i) plasma PBDE concentrations measured at birth and in the toddler years (age 2-3 years), and (ii) serum thyroid parameters measured at three and/or five years of age. Outcomes included concentrations of serum thyrotropin, free thyroxine, and total thyroxine. Results: Children with high exposure to BDE-47 during the prenatal period (-17% [confidence interval -29 to -2]) or toddler age (-19% [confidence interval -31 to -5]) had significantly lower geometric mean thyrotropin levels compared to children with low BDE-47 exposure throughout early life. Associations with thyroxine were also inverse; however, they did not reach statistical significance at the p = 0.05 level. Sex-stratified models suggest associations with postnatal exposure may be stronger among boys compared to girls. Conclusions: The thyroid regulatory system may be sensitive to BDE-47 during pre- and postnatal periods.
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Affiliation(s)
- Whitney J. Cowell
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Richard Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Ya Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Shuang Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York
| | - Robin M. Whyatt
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York
| | - Pam Factor-Litvak
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Gary Bradwin
- Department of Laboratory Medicine, Harvard Medical School and Boston Children's Hospital, Boston, Massachusetts
| | - Abeer Hassoun
- Division of Pediatric Endocrinology, Diabetes and Metabolism, Department of Pediatrics, New York-Presbyterian Morgan Stanley Children's Hospital, New York, New York
| | - Sharon Oberfield
- Division of Pediatric Endocrinology, Diabetes and Metabolism, Department of Pediatrics, New York-Presbyterian Morgan Stanley Children's Hospital, New York, New York
| | - Julie B. Herbstman
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, New York
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, New York
- Address correspondence to: Julie Herbstman, PhD, Columbia Center for Children's Environmental Health, 12th Floor, Mailman School of Public Health, 722 West 168th Street, New York, NY 10032
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Vallesi A, Sjödin A, Petrelli D, Luporini P, Taddei AR, Thelaus J, Öhrman C, Nilsson E, Di Giuseppe G, Gutiérrez G, Villalobo E. A New Species of the γ-Proteobacterium Francisella, F. adeliensis Sp. Nov., Endocytobiont in an Antarctic Marine Ciliate and Potential Evolutionary Forerunner of Pathogenic Species. Microb Ecol 2019; 77:587-596. [PMID: 30187088 DOI: 10.1007/s00248-018-1256-3] [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] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 08/29/2018] [Indexed: 06/08/2023]
Abstract
The study of the draft genome of an Antarctic marine ciliate, Euplotes petzi, revealed foreign sequences of bacterial origin belonging to the γ-proteobacterium Francisella that includes pathogenic and environmental species. TEM and FISH analyses confirmed the presence of a Francisella endocytobiont in E. petzi. This endocytobiont was isolated and found to be a new species, named F. adeliensis sp. nov.. F. adeliensis grows well at wide ranges of temperature, salinity, and carbon dioxide concentrations implying that it may colonize new organisms living in deeply diversified habitats. The F. adeliensis genome includes the igl and pdp gene sets (pdpC and pdpE excepted) of the Francisella pathogenicity island needed for intracellular growth. Consistently with an F. adeliensis ancient symbiotic lifestyle, it also contains a single insertion-sequence element. Instead, it lacks genes for the biosynthesis of essential amino acids such as cysteine, lysine, methionine, and tyrosine. In a genome-based phylogenetic tree, F. adeliensis forms a new early branching clade, basal to the evolution of pathogenic species. The correlations of this clade with the other clades raise doubts about a genuine free-living nature of the environmental Francisella species isolated from natural and man-made environments, and suggest to look at F. adeliensis as a pioneer in the Francisella colonization of eukaryotic organisms.
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Affiliation(s)
- Adriana Vallesi
- School of Biosciences and Veterinary Medicine, University of Camerino, 62032, Camerino, MC, Italy.
| | - Andreas Sjödin
- Department of Chemistry, Computational Life Science Cluster (CLiC), Umeå University, Umeå, Sweden
- Division of CBRN Defence and Security, Swedish Defence Research Agency, FOI, Umeå, Sweden
| | - Dezemona Petrelli
- School of Biosciences and Veterinary Medicine, University of Camerino, 62032, Camerino, MC, Italy
| | - Pierangelo Luporini
- School of Biosciences and Veterinary Medicine, University of Camerino, 62032, Camerino, MC, Italy
| | - Anna Rita Taddei
- Center of Large Equipment-section of Electron Microscopy, University of Tuscia, Largo dell'Università, snc, Viterbo, Italy
| | - Johanna Thelaus
- Division of CBRN Defence and Security, Swedish Defence Research Agency, FOI, Umeå, Sweden
| | - Caroline Öhrman
- Division of CBRN Defence and Security, Swedish Defence Research Agency, FOI, Umeå, Sweden
| | - Elin Nilsson
- Division of CBRN Defence and Security, Swedish Defence Research Agency, FOI, Umeå, Sweden
| | | | - Gabriel Gutiérrez
- Departamento de Genética, Universidad de Sevilla, Av Reina Mercedes 6, 41012, Seville, Spain
| | - Eduardo Villalobo
- Departamento de Microbiología, Universidad de Sevilla, Av Reina Mercedes 6, 41012, Seville, Spain.
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Rentoft M, Svensson D, Sjödin A, Olason PI, Sjöström O, Nylander C, Osterman P, Sjögren R, Netotea S, Wibom C, Cederquist K, Chabes A, Trygg J, Melin BS, Johansson E. A geographically matched control population efficiently limits the number of candidate disease-causing variants in an unbiased whole-genome analysis. PLoS One 2019; 14:e0213350. [PMID: 30917156 PMCID: PMC6436687 DOI: 10.1371/journal.pone.0213350] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 02/11/2019] [Indexed: 12/18/2022] Open
Abstract
Whole-genome sequencing is a promising approach for human autosomal dominant disease studies. However, the vast number of genetic variants observed by this method constitutes a challenge when trying to identify the causal variants. This is often handled by restricting disease studies to the most damaging variants, e.g. those found in coding regions, and overlooking the remaining genetic variation. Such a biased approach explains in part why the genetic causes of many families with dominantly inherited diseases, in spite of being included in whole-genome sequencing studies, are left unsolved today. Here we explore the use of a geographically matched control population to minimize the number of candidate disease-causing variants without excluding variants based on assumptions on genomic position or functional predictions. To exemplify the benefit of the geographically matched control population we apply a typical disease variant filtering strategy in a family with an autosomal dominant form of colorectal cancer. With the use of the geographically matched control population we end up with 26 candidate variants genome wide. This is in contrast to the tens of thousands of candidates left when only making use of available public variant datasets. The effect of the local control population is dual, it (1) reduces the total number of candidate variants shared between affected individuals, and more importantly (2) increases the rate by which the number of candidate variants are reduced as additional affected family members are included in the filtering strategy. We demonstrate that the application of a geographically matched control population effectively limits the number of candidate disease-causing variants and may provide the means by which variants suitable for functional studies are identified genome wide.
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Affiliation(s)
- Matilda Rentoft
- Department of Medical Biochemistry and Biophysics, Umeå University, SE Umeå, Sweden
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
| | - Daniel Svensson
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
| | - Andreas Sjödin
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
- Division of CBRN Security and Defence, FOI–Swedish Defence Research Agency, SE Umeå, Sweden
| | - Pall I. Olason
- Science for Life Laboratory, Department of Cell and Molecular Biology, Uppsala University, SE Uppsala, Sweden
| | - Olle Sjöström
- Department of Radiation Sciences, Oncology, Umeå University, SE Umeå, Sweden
- Unit of research, education and development, Region Jämtland Härjedalen, SE Östersund, Sweden
| | - Carin Nylander
- Department of Radiation Sciences, Oncology, Umeå University, SE Umeå, Sweden
| | - Pia Osterman
- Department of Medical Biochemistry and Biophysics, Umeå University, SE Umeå, Sweden
| | - Rickard Sjögren
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
| | - Sergiu Netotea
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
- Science for Life Laboratory, Department of Biology and Biological Engineering, Chalmers University of Technology, SE Göteborg, Sweden
| | - Carl Wibom
- Department of Radiation Sciences, Oncology, Umeå University, SE Umeå, Sweden
| | - Kristina Cederquist
- Department of Medical Biosciences, Medical and Clinical Genetics, Umeå University, SE Umeå, Sweden
| | - Andrei Chabes
- Department of Medical Biochemistry and Biophysics, Umeå University, SE Umeå, Sweden
| | - Johan Trygg
- Computational Life Science Cluster, Department of Chemistry, Umeå University, SE Umeå, Sweden
| | - Beatrice S. Melin
- Department of Radiation Sciences, Oncology, Umeå University, SE Umeå, Sweden
| | - Erik Johansson
- Department of Medical Biochemistry and Biophysics, Umeå University, SE Umeå, Sweden
- * E-mail:
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Zeng N, Prodhan U, D'Souza RF, Ramzan F, Mitchell SM, Sharma P, Knowles SO, Roy NC, Sjödin A, Wagner KH, Milan AM, Cameron-Smith D, Mitchell CJ. Regulation of Amino Acid Transporters and Sensors in Response to a High protein Diet: A Randomized Controlled Trial in Elderly Men. J Nutr Health Aging 2019; 23:354-363. [PMID: 30932134 DOI: 10.1007/s12603-019-1171-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND The mammalian target of rapamycin complex 1 (mTORC1) is fundamental for many cellular processes, yet it is often dysregulated with aging. Increased amino acid (AA) availability is correlated with the expression of AA transporters (AAT) and mTORC1 activity. Although many AA sensors and mediators have been proposed to relay the AA signal to mTORC1, it has not yet been determined if chronic dietary intervention affects the expression of AAT, sensors and mediators and their relationships with mTORC1 activity. OBJECTIVE AND DESIGN This study investigated whether the consumption of a diet containing either the current recommended daily allowance (RDA) of protein intake (0.8 g/kg/d) or twice the RDA (2RDA) for ten weeks affected the expression of targets associated with AA transport, sensing and mTORC1 regulation in 26 older men (70-81 years). METHOD Muscle biopsies were collected before and after the intervention under fasting conditions. Diets were controlled by providing fully prepared meals and snacks. Western blot and quantitative polymerase chain reaction were used to measure protein and gene expression respectively. RESULTS Consumption of 2RDA reduced the protein expression of L-type amino acid transporter 1 (LAT1). However, plasma leucine concentration and basal mTORC1 activity were unaltered. The downregulation of LAT1 did not affect the expression of AA sensors and mediators, including leucyl tRNA synthetase (LRS), cytosolic arginine sensor for mTORC1 (CASTOR1), Sestrin2 and Rag proteins. Instead, total ribosomal protein S6 (RPS6) was upregulated with 2RDA. CONCLUSION Ten weeks of 2RDA diet did not affect the fasting mTORC1 signaling, but increased total RPS6 might suggest improved muscular translational capacity to maintain muscular mass.
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Affiliation(s)
- N Zeng
- Dr. Cameron Mitchell Faculty of Education | School of Kinesiology, The University of British Columbia | Vancouver Campus, 2553 Wesbrook Mall | Vancouver British Columbia | V6T 1Z3 Canada, Phone 604 827 2072| Cell 604 790 3815,
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Liang H, Vuong AM, Xie C, Webster GM, Sjödin A, Yuan W, Miao M, Braun JM, Dietrich KN, Yolton K, Lanphear BP, Chen A. Childhood polybrominated diphenyl ether (PBDE) serum concentration and reading ability at ages 5 and 8 years: The HOME Study. Environ Int 2019; 122:330-339. [PMID: 30503319 PMCID: PMC6324196 DOI: 10.1016/j.envint.2018.11.026] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [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: 02/26/2018] [Revised: 11/09/2018] [Accepted: 11/12/2018] [Indexed: 05/22/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) exist extensively in the environment and human beings. PBDE concentrations are higher in children than adults. A previous study found that prenatal PBDE exposure was associated with decreased reading skills in children; however, evidence is limited on the potential impact of childhood exposure to PBDEs. The study examined the association between childhood PBDE exposures and reading ability in children at ages 5 and 8 years. METHODS The study included 230 children from an ongoing prospective pregnancy and birth cohort study, the Health Outcomes and Measures of Environment (HOME) Study, conducted in Cincinnati, Ohio. Children's serum concentrations of eleven PBDE congeners were measured at 1, 2, 3, 5, and 8 years. The Woodcock-Johnson Tests of Achievement - III and the Wide Range Achievement Test - 4 were administered to assess children's reading skills at ages 5 and 8 years, respectively. We used multiple informant models to examine the associations between repeated measures of PBDEs and reading scores at ages 5 and 8 years. We also estimated the βs and 95% CIs of the association of PBDE measure at each age by including interaction terms between PBDE concentrations and child age in the models. RESULTS All childhood BDE-153 concentrations were inversely associated with reading scores at 5 and 8 years, but associations were not statistically significant after covariate adjustment. For example, a 10-fold increase in BDE-153 concentrations at ages 3 and 5 years was associated with a -5.0 (95% confidence interval (CI): -11.0, 1.0) and -5.5 (95% CI: -12.5, 1.4) point change in Basic Reading score at age 5 years, respectively. Similarly, the estimates for Brief Reading score at age 5 years were -4.5 (95% CI: -10.5, 1.5) and -5.2 (95% CI: -12.2, 1.7) point changes, respectively. Serum concentration of BDE-47, -99, -100, and Sum4PBDEs (sum of BDE-47, 99, 100, and 153) at every age were inversely associated with reading scores at ages 5 and 8 years in unadjusted analyses. While the adjusted estimates were much attenuated and became non-significant, the direction of most of the associations was not altered. CONCLUSION Our study has shown a suggestive but non-significant trend of inverse associations between childhood PBDE serum concentrations, particularly BDE-153, and children's reading skills. Future studies with a larger sample size are needed to examine these associations.
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Affiliation(s)
- Hong Liang
- Department of Reproductive Epidemiology and Social Medicine, NHC Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai 200237, China; Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Ann M Vuong
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Changchun Xie
- Division of Biostatistics and Bioinformatics, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Glenys M Webster
- BC Children's Hospital Research Institute, Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Wei Yuan
- Department of Reproductive Epidemiology and Social Medicine, NHC Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai 200237, China
| | - Maohua Miao
- Department of Reproductive Epidemiology and Social Medicine, NHC Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Fudan University, Shanghai 200237, China
| | - Joseph M Braun
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA
| | - Kim N Dietrich
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Kimberly Yolton
- Division of General and Community Pediatrics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Bruce P Lanphear
- BC Children's Hospital Research Institute, Faculty of Health Sciences, Simon Fraser University, Vancouver, British Columbia, Canada
| | - Aimin Chen
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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Cowell WJ, Sjödin A, Jones R, Wang Y, Wang S, Herbstman JB. Temporal trends and developmental patterns of plasma polybrominated diphenyl ether concentrations over a 15-year period between 1998 and 2013. J Expo Sci Environ Epidemiol 2019; 29:49-60. [PMID: 29618764 PMCID: PMC6429949 DOI: 10.1038/s41370-018-0031-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [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: 11/08/2017] [Revised: 01/10/2018] [Accepted: 02/13/2018] [Indexed: 05/29/2023]
Abstract
Polybrominated diphenyl ethers (PBDEs) were used extensively as flame retardants in furniture containing polyurethane foam until they were phased out of use, beginning in 2004. We examined temporal changes in plasma PBDE concentrations from 1998 to 2013 and characterized patterns of exposure over the early lifecourse among 334 children (903 samples) between birth and 9 years. We examined time trends by regressing PBDE concentration on year of sample collection in age-adjusted models and characterized developmental trajectories using latent class growth analysis (LCGA). Controlling for age, BDE-47 concentrations decreased 5% (95% confidence interval (CI): -9, -2) per year between 1998 and 2013. When considering only postnatal samples, this reduction strengthened to 13% (95% CI: -19, -9). Findings for BDE-99, 100 and 153 were similar, except that BDE-153 decreased to a lesser extent when both prenatal and postnatal samples were considered (-2%, 95% CI: -7, 0). These findings suggest that, on average, pentaBDE body burdens have decreased since the 2004 phase-out of these chemicals. When examining developmental period, PBDE concentrations peaked during toddler years for the majority of children, however, our observation of several unique trajectories suggests that a single measure may not accurately reflect exposure to PBDEs throughout early life.
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Affiliation(s)
- Whitney J Cowell
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, 30341, USA
| | - Richard Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, 30341, USA
| | - Ya Wang
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
| | - Shuang Wang
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA
| | - Julie B Herbstman
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, 10032, USA.
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Simonyté Sjödin K, Hammarström M, Rydén P, Sjödin A, Hernell O, Engstrand L, West CE. Temporal and long-term gut microbiota variation in allergic disease: A prospective study from infancy to school age. Allergy 2019; 74:176-185. [PMID: 29786876 DOI: 10.1111/all.13485] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2018] [Indexed: 12/29/2022]
Abstract
BACKGROUND Compositional changes in the early-life gut microbiota have been implicated in IgE-associated allergic diseases, but there is lack of longitudinal studies. We examined gut microbiota development from infancy to school age in relation to onset of IgE-associated allergic diseases. At 8 years of age, we also examined the relationship between gut microbiota and T-cell regulation, estimated as responses to polyclonal T-cell activation. METHODS Stool samples were collected from 93 children at 4, 6, 13 months, and 8 years of age. The gut microbiota was profiled using 16S rRNA gene sequencing. Peripheral blood was drawn from all children, and mononuclear cells were polyclonally activated. Levels of IL-10 and FOXP3 mRNA copies were determined using real-time quantitative reverse transcriptase-PCR. RESULTS At 8 years of age, 21 children were diagnosed with IgE-associated allergic disease and 90% displayed allergic comorbidity. Seventy-two children were nonallergic and nonsensitized. Statistical tests with multiple testing corrections demonstrated temporal underrepresentation of Ruminococcus and consistent underrepresentation of Bacteroides, Prevotella, and Coprococcus in allergic compared to nonallergic children from infancy to school age. The gut microbiota of the allergic 8-year-olds was enriched in Bifidobacterium and depleted of Lactobacillus, Enterococcus, and Lachnospira. In allergic 8-year-olds, Faecalibacterium correlated with IL-10 mRNA levels (rs = 0.49, Padj = 0.02) with the same trend for FOXP3 (rs = 0.39, Padj = 0.08). CONCLUSIONS We identified both temporal and long-term variation in the differential abundance of specific bacterial genera in children developing IgE-associated allergic disease. Improved dietary interventions aiming at expanding immune-modulatory taxa could be studied for prevention of allergic disease.
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Affiliation(s)
| | - M.‐L. Hammarström
- Department of Clinical Microbiology, Immunology Umeå University Umeå Sweden
| | - P. Rydén
- Department of Mathematics and Mathematical Statistics Umeå University Umeå Sweden
| | - A. Sjödin
- Division of CBRN Security and Defense FOI – Swedish Defense Research Agency Umeå Sweden
| | - O. Hernell
- Department of Clinical Sciences, Pediatrics Umeå University Umeå Sweden
| | - L. Engstrand
- Department of Microbiology Tumor and Cell Biology and Science for Life Laboratory Karolinska Institutet Stockholm Sweden
| | - C. E. West
- Department of Clinical Sciences, Pediatrics Umeå University Umeå Sweden
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Warner M, Rauch S, Coker ES, Harley K, Kogut K, Sjödin A, Eskenazi B. Obesity in relation to serum persistent organic pollutant concentrations in CHAMACOS women. Environ Epidemiol 2018; 2:e032. [PMID: 31106289 PMCID: PMC6521959 DOI: 10.1097/ee9.0000000000000032] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/04/2018] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Environmental exposure to endocrine-disrupting chemicals (EDCs), including persistent organic pollutants (POPs), has been hypothesized to increase risk of obesity. Using data from the Center for Health Assessment of Mothers and Children of Salinas (CHAMACOS) study, we examined the longitudinal relationship between serum concentrations of a POPs mixture and several obesity measures. METHODS Concentrations of 17 POPs were measured in serum collected in 2009-2011 from 468 CHAMACOS women. Anthropometry measurements and personal interviews were completed at up to three study visits between 2009 and 2014. We assessed the relationship of serum POPs concentrations with adiposity measures longitudinally using generalized estimating equation (GEE) models. We implemented Bayesian Kernel Machine Regression (BKMR) to elucidate the effects of joint exposure to the POPs mixture. RESULTS In GEE models, positive associations with BMI were found for dichlorodiphenyltrichloroethane (Q4 vs Q1: adjusted-β = 3.2 kg/m2; 95%CI 1.5,4.9), β-hexachlorocyclohexane (Q4 vs Q1: adjusted-β = 3.6 kg/m2; 95%CI 2.0,5.2), and PBDE-47 (Q4 vs Q1: adjusted-β = 1.9 kg/m2; 95%CI 0.3,3.5), while PBDE-153 was inversely associated (Q4 vs Q1: adjusted-β = -2.8 kg/m2; 95%CI -4.4,-1.2). BKMR results, while largely consistent with single pollutant models, revealed the shape and direction of the exposure-response relationships, as well as interactions among pollutants within the mixture, that could not be discovered by single-pollutant models. CONCLUSION In summary, we found significant associations of serum POPs with several adiposity measures using both conventional regressions and BKMR. Our results provide support for the chemical obesogen hypothesis, that exposure to EDCs may alter risk for later obesity.
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Affiliation(s)
- Marcella Warner
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
| | - Stephen Rauch
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
| | - Eric S. Coker
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
| | - Kim Harley
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
| | - Katherine Kogut
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Brenda Eskenazi
- Center for Environmental Research and Children’s Health (CERCH), School of Public Health, University of California, Berkeley, California
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Toms LML, Sjödin A, Hobson P, Harden FA, Aylward LL, Mueller JF. Temporal trends in serum polybrominated diphenyl ether concentrations in the Australian population, 2002-2013. Environ Int 2018; 121:357-364. [PMID: 30243184 PMCID: PMC6263174 DOI: 10.1016/j.envint.2018.09.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 08/07/2018] [Accepted: 09/07/2018] [Indexed: 05/22/2023]
Abstract
In Australia, systematic biomonitoring of persistent organic pollutants (POPs) in pooled serum samples stratified by age and sex has occurred every two years between 2002/03 and 2012/13. Multiple regression modeling on log10-transformed serum pool concentrations of BDEs 47, 99, 100 and 153 and on the sum of these (Σ4PBDE) was conducted to examine trends by sex and time since baseline, stratified by age group. Temporal trends were age- and congener-specific, with the largest changes per year of observation in the 0-4 year old group, with β (SE) = -0.098 (0.013) for log10BDE47; -0.119 (0.012) for log10BDE99; -0.084 (0.014) for log10BDE100, and -0.053 (0.013) for log10BDE153, all p < 0.001. Adults over age 16 showed much smaller decreasing temporal trends for BDE47 and BDE99, no significant changes in BDE100, and, for the oldest age groups, slight increases in BDE153. As a result, Σ4PBDE concentrations were stable over the entire time period in adults older than 16. Concentrations of each BDE in pools from females aged 31-60 were significantly lower compared to males. Relative proportions of BDE47 declined, while BDE153 accounted for a greater share of Σ4PBDE over time. Whereas previously we saw a large elevation in the youngest age groups compared to older children and adults, this is no longer the case. This may be due to a decline in infant and toddler exposures in the indoor environment as use of PBDEs in consumer products has been phased out, suggesting temporal changes in the relative sources of exposure for young children in Australia.
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Affiliation(s)
- Leisa-Maree L Toms
- School of Public Health and Social Work and Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia; The University of Queensland, Queensland Alliance for Environmental Sciences, Australia.
| | - Andreas Sjödin
- Centers for Disease Control and Prevention, Atlanta, USA; The University of Queensland, Queensland Alliance for Environmental Sciences, Australia
| | - Peter Hobson
- Sullivan Nicolaides Pathology, Brisbane, Australia
| | | | - Lesa L Aylward
- Summit Toxicology, Falls Church, VA, USA; The University of Queensland, Queensland Alliance for Environmental Sciences, Australia
| | - Jochen F Mueller
- The University of Queensland, Queensland Alliance for Environmental Sciences, Australia
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Hägglund M, Bäckman S, Macellaro A, Lindgren P, Borgmästars E, Jacobsson K, Dryselius R, Stenberg P, Sjödin A, Forsman M, Ahlinder J. Accounting for Bacterial Overlap Between Raw Water Communities and Contaminating Sources Improves the Accuracy of Signature-Based Microbial Source Tracking. Front Microbiol 2018; 9:2364. [PMID: 30356843 PMCID: PMC6190859 DOI: 10.3389/fmicb.2018.02364] [Citation(s) in RCA: 12] [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: 06/05/2018] [Accepted: 09/14/2018] [Indexed: 11/30/2022] Open
Abstract
Microbial source tracking (MST) analysis is essential to identifying and mitigating the fecal pollution of water resources. The signature-based MST method uses a library of sequences to identify contaminants based on operational taxonomic units (OTUs) that are unique to a certain source. However, no clear guidelines for how to incorporate OTU overlap or natural variation in the raw water bacterial community into MST analyses exist. We investigated how the inclusion of bacterial overlap between sources in the library affects source prediction accuracy. To achieve this, large-scale sampling - including feces from seven species, raw sewage, and raw water samples from water treatment plants - was followed by 16S rRNA amplicon sequencing. The MST library was defined using three settings: (i) no raw water communities represented; (ii) raw water communities selected through clustering analysis; and (iii) local water communities collected across consecutive years. The results suggest that incorporating either the local background or representative bacterial composition improves MST analyses, as the results were positively correlated to measured levels of fecal indicator bacteria and the accuracy at which OTUs were assigned to the correct contamination source increased fourfold. Using the proportion of OTUs with high source origin probability, underpinning a contaminating signal, is a solid foundation in a framework for further deciphering and comparing contaminating signals derived in signature-based MST approaches. In conclusion, incorporating background bacterial composition of water in MST can improve mitigation efforts for minimizing the spread of pathogenic and antibiotic resistant bacteria into essential freshwater resources.
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Affiliation(s)
- Moa Hägglund
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Stina Bäckman
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Anna Macellaro
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Petter Lindgren
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Emmy Borgmästars
- Surgery Section, Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | | | | | - Per Stenberg
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
- Department of Ecology and Environmental Science (EMG), Umeå University, Umeå, Sweden
| | - Andreas Sjödin
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
- Computational Life Science Cluster (CLiC), Department of Chemistry, Umeå University, Umeå, Sweden
| | - Mats Forsman
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
| | - Jon Ahlinder
- Division of CBRN Security and Defence, FOI, Swedish Defence Research Agency, Umeå, Sweden
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Yang E, Pavuk M, Sjödin A, Lewin M, Jones R, Olson J, Birnbaum L. Exposure of dioxin-like chemicals in participants of the Anniston community health survey follow-up. Sci Total Environ 2018; 637-638:881-891. [PMID: 29763869 PMCID: PMC6236674 DOI: 10.1016/j.scitotenv.2018.05.074] [Citation(s) in RCA: 8] [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] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 05/05/2018] [Accepted: 05/05/2018] [Indexed: 05/22/2023]
Abstract
UNLABELLED The 2014 follow-up of the Anniston Community Health Survey (ACHS II) consisted of 338 surviving participants from the 2005-2007 baseline study (ACHS) who had previous polychlorinated biphenyl (PCB) measurements, were not pregnant, and were not institutionalized. Questionnaires and blood samples provided the demographic, personal history, and chemical concentration data of the Anniston residents. Approximately 51% of participants were African American, 72% were female, and the mean age was 63 years old. The objectives of this study were to provide an exposure assessment of dioxin-like chemicals in the ACHS II participants and compare the measurements with the general United States (U.S.) population via the National Health and Nutrition Examination Survey (NHANES). Stratified analyses revealed significantly higher average total dioxin toxic equivalencies (TEQs) among African Americans compared to Whites (33.1 vs. 19.2 pg/g lipid), and in females compared to males (29.8 vs. 17.0 pg/g lipid). When adjusting for age, sex, and race in linear regression, we found ACHS II participants to have significantly higher total dioxin TEQ than the general 2014 U.S. population that we estimated for using half-life and NHANES 2003/04 data (most recent NHANES individual samples data), by 16.7 pg/g lipid. Principal component analyses showed that non-ortho and mono-ortho PCBs were separated from the other dioxin-like chemicals among the Anniston residents, whereas the chemicals were all clustered together for estimated NHANES 2014. The concentrations of dioxin-like chemicals, especially non-ortho and mono-ortho PCBs, in Anniston residents who resided near the former PCB production plant were higher than those in the general U.S. POPULATION Although data strongly supported this difference, these inferences are limited because NHANES 2013/14 data were unavailable and we used estimated NHANES 2014 levels that we imputed from NHANES 2003/04 data in conjunction with half-life values estimated from Milbrath et al., 2009.
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Affiliation(s)
- Eric Yang
- Oak Ridge Institute for Science and Education, Agency for Toxic Substances and Disease Registry, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Marian Pavuk
- Agency for Toxic Substances and Disease Registry, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Michael Lewin
- Agency for Toxic Substances and Disease Registry, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Richard Jones
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jim Olson
- Pharmacology and Toxicology, University at Buffalo, Buffalo, NY, USA
| | - Linda Birnbaum
- National Cancer Institute at National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
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Cowell WJ, Margolis A, Rauh VA, Sjödin A, Jones R, Wang Y, Garcia W, Perera F, Wang S, Herbstman JB. Associations between prenatal and childhood PBDE exposure and early adolescent visual, verbal and working memory. Environ Int 2018; 118:9-16. [PMID: 29787900 PMCID: PMC6460908 DOI: 10.1016/j.envint.2018.05.004] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [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: 01/08/2018] [Revised: 04/12/2018] [Accepted: 05/01/2018] [Indexed: 05/19/2023]
Abstract
BACKGROUND Prenatal and childhood exposure to polybrominated diphenyl ether (PBDE) flame retardants has been inversely associated with cognitive performance, however, few studies have measured PBDE concentrations in samples collected during both prenatal and postnatal periods. METHODS We examined prenatal (cord) and childhood (ages 2, 3, 5, 7 and 9 years) plasma PBDE concentrations in relation to memory outcomes assessed between the ages of 9 and 14 years. The study sample includes a subset (n = 212) of the African American and Dominican children enrolled in the Columbia Center for Children's Environmental Health Mothers and Newborns birth cohort. We used multivariable linear regression to examine associations between continuous log10-transformed PBDE concentrations and performance on tests of visual, verbal and working memory in age-stratified models. We additionally used latent class growth analysis to estimate trajectories of exposure across early life, which we analyzed as a categorical variable in relation to memory outcomes. We examined interactions between PBDE exposure and sex using cross-product terms. RESULTS Associations between prenatal exposure and working memory significantly varied by sex (p-interaction = 0.02), with inverse relations observed only among girls (i.e. βBDE-47 = -7.55, 95% CI: -13.84, -1.24). Children with sustained high concentrations of BDEs-47, 99 or 100 across childhood scored approximately 5-8 standard score points lower on tests of visual memory. Children with PBDE plasma concentrations that peaked during toddler years performed better on verbal domains, however, these associations were not statistically significant. CONCLUSIONS Exposure to PBDEs during both prenatal and postnatal periods may disrupt memory domains in early adolescence. These findings contribute to a substantial body of evidence supporting the developmental neurotoxicity of PBDEs and underscore the need to reduce exposure among pregnant women and children.
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Affiliation(s)
- Whitney J Cowell
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Amy Margolis
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Child and Adolescent Psychiatry, Columbia University, New York, NY 10032, USA
| | - Virginia A Rauh
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Heilbrunn Department of Population and Family Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA 30341, USA
| | - Richard Jones
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA 30341, USA
| | - Ya Wang
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Wanda Garcia
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Heilbrunn Department of Population and Family Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Frederica Perera
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Shuang Wang
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Julie B Herbstman
- Columbia Center for Children's Environmental Health, Mailman School of Public Health, Columbia University, New York, NY 10032, USA; Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
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Dobraca D, Lum R, Sjödin A, Calafat AM, Laurent CA, Kushi LH, Windham GC. Urinary biomarkers of polycyclic aromatic hydrocarbons in pre- and peri-pubertal girls in Northern California: Predictors of exposure and temporal variability. Environ Res 2018; 165:46-54. [PMID: 29665464 PMCID: PMC5999561 DOI: 10.1016/j.envres.2017.11.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [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: 07/17/2017] [Revised: 10/16/2017] [Accepted: 11/03/2017] [Indexed: 05/19/2023]
Abstract
BACKGROUND Polycyclic aromatic hydrocarbons (PAHs), a class of chemicals produced as combustion by-products, have been associated with endocrine disruption. To understand exposure in children, who have been less studied than adults, we examined PAH metabolite concentrations by demographic characteristics, potential sources of exposure, and variability over time, in a cohort study of pre- and peri-pubertal girls in Northern California. METHODS Urinary concentrations of ten PAH metabolites and cotinine were quantified in 431 girls age 6-8 years at baseline. Characteristics obtained from parental interview, physical exam, and linked traffic data were examined as predictors of PAH metabolite concentrations using multivariable linear regression. A subset of girls (n = 100) had repeat measures of PAH metabolites in the second and fourth years of the study. We calculated the intraclass correlation coefficient (ICC), Spearman correlation coefficients, and how well the quartile ranking by a single measurement represented the four-year average PAH biomarker concentration. RESULTS Eight PAH metabolites were detected in ≥ 95% of the girls. The most consistent predictors of PAH biomarker concentrations were cotinine concentration, grilled food consumption, and region of residence, with some variation by demographics and season. After adjustment, select PAH metabolite concentrations were higher for Hispanic and Asian girls, and lower among black girls; 2-naphthol concentrations were higher in girls from lower income households. Other than 1-naphthol, there was modest reproducibility over time (ICCs between 0.18 and 0.49) and the concentration from a single spot sample was able to reliably rank exposure into quartiles consistent with the multi-year average. CONCLUSIONS These results confirm diet and environmental tobacco smoke exposure as the main sources of PAHs. Controlling for these sources, differences in concentrations still existed by race for specific PAH metabolites and by income for 2-naphthol. The modest temporal variability implies adequate exposure assignment using concentrations from a single sample to define a multi-year exposure timeframe for epidemiologic exposure-response studies.
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Affiliation(s)
- Dina Dobraca
- Environmental Health Investigations Branch, California Department of Public Health, Richmond, CA, USA.
| | | | - Andreas Sjödin
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Cecile A Laurent
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Gayle C Windham
- Environmental Health Investigations Branch, California Department of Public Health, Richmond, CA, USA
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Lerro CC, Jones RR, Langseth H, Grimsrud TK, Engel LS, Sjödin A, Choo-Wosoba H, Albert P, Ward MH. A nested case-control study of polychlorinated biphenyls, organochlorine pesticides, and thyroid cancer in the Janus Serum Bank cohort. Environ Res 2018; 165:125-132. [PMID: 29698872 PMCID: PMC5999553 DOI: 10.1016/j.envres.2018.04.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [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: 12/19/2017] [Revised: 03/14/2018] [Accepted: 04/16/2018] [Indexed: 05/04/2023]
Abstract
BACKGROUND Polychlorinated biphenyls (PCBs) and organochlorine pesticides have been associated with altered thyroid hormone levels in humans, but their relationship with thyroid cancer is unknown. METHODS We conducted a nested case-control study of thyroid cancer in the Norwegian Janus Serum Bank cohort using pre-diagnostic blood samples from 1972 to 1985. Incident thyroid cancer (n = 108) was ascertained through 2008. Controls were matched 2:1 by age, date of blood draw, gender, and county. We used gas chromatography/mass spectrometry to quantify 36 PCB congeners and metabolites of pesticides DDT, chlordane, hexachlorocyclohexane, and hexachlorobenzene. PCBs and pesticide metabolites were evaluated individually and summed by degree of chlorination and parent compound, respectively. Odds ratios (OR) and 95% confidence intervals (CI) were computed using conditional logistic regression per specified increase in lipid-adjusted concentration. We additionally stratified analyses by birth cohort (1923-1932, 1933-1942, 1943-1957). RESULTS Increasing concentration of DDT metabolites (ORper 1000 ng/g = 0.80, 95%CI = 0.66-0.98) was inversely associated with thyroid cancer. Associations for PCBs were null or in inverse direction. We observed interactions for total PCBs, moderately-chlorinated PCBs, and chlordane metabolites with birth cohort (p ≤ 0.04). Among participants born 1943-1957, total PCBs (ORper 100 ng/g = 1.25, 95%CI = 1.00-1.56), moderately-chlorinated PCBs (ORper 100 ng/g = 1.31, 95%CI = 1.01-1.70), and chlordane metabolites (ORper 10 ng/g = 1.78, 95%CI = 1.09-2.93) were positively associated with thyroid cancer. For individuals born before 1943, associations were generally null or in the inverse direction. CONCLUSIONS Emissions of PCBs and OC pesticides varied over time. Different risk patterns by birth cohort suggest the potential importance of timing of exposure in thyroid cancer risk. Further evaluation of these associations is warranted.
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Affiliation(s)
- Catherine C Lerro
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
| | - Rena R Jones
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Hilde Langseth
- Department of Research, Institute of Population-Based Cancer Research, Cancer Registry of Norway, Oslo, Norway
| | - Tom K Grimsrud
- Department of Research, Institute of Population-Based Cancer Research, Cancer Registry of Norway, Oslo, Norway
| | - Lawrence S Engel
- Department of Epidemiology, University of North Carolina Gillings School of Public Health, Chapel Hill, NC, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hyoyoung Choo-Wosoba
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Paul Albert
- Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Mary H Ward
- Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
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Vuong AM, Braun JM, Webster GM, Thomas Zoeller R, Hoofnagle AN, Sjödin A, Yolton K, Lanphear BP, Chen A. Polybrominated diphenyl ether (PBDE) exposures and thyroid hormones in children at age 3 years. Environ Int 2018; 117:339-347. [PMID: 29787984 PMCID: PMC5997562 DOI: 10.1016/j.envint.2018.05.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [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: 02/06/2018] [Revised: 05/07/2018] [Accepted: 05/08/2018] [Indexed: 05/06/2023]
Abstract
BACKGROUND Polybrominated diphenyl ethers (PBDEs) reduce serum thyroid hormone concentrations in animal studies, but few studies have examined the impact of early-life PBDE exposures on thyroid hormone disruption in childhood. METHODS We used data from 162 mother-child pairs from the Health Outcomes and Measures of the Environment Study (2003-2006, Cincinnati, OH). We measured PBDEs in maternal serum at 16 ± 3 weeks gestation and in child serum at 1-3 years. Thyroid hormones were measured in serum at 3 years. We used multiple informant models to investigate associations between prenatal and early-life PBDE exposures and thyroid hormone levels at age 3 years. RESULTS Prenatal PBDEs were associated with decreased thyroid stimulating hormone (TSH) levels at age 3 years. A 10-fold increase in prenatal ∑PBDEs (BDE-28, -47, -99, -100, and -153) was associated with a 27.6% decrease (95% CI -40.8%, -11.3%) in TSH. A ten-fold increase in prenatal ∑PBDEs was associated with a 0.25 pg/mL (0.07, 0.43) increase in free triiodothyronine (FT3). Child sex modified associations between prenatal PBDEs and thyroid hormones, with significant decrements in TSH among females and decreased free T4 (FT4) in males. Prenatal ∑PBDEs were not associated with TT4, FT4, or total T3. CONCLUSIONS These findings suggest an inverse relationship between prenatal ∑PBDEs and TSH at 3 years. Associations may be sexually dimorphic, with an inverse relationship between prenatal BDE-47 and -99 and TSH in females and null associations among males.
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Affiliation(s)
- Ann M Vuong
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, P.O. Box 670056, Cincinnati 45267, OH, USA
| | - Joseph M Braun
- Department of Epidemiology, Brown University School of Public Health, 121 South Main St, Box G-S121-2, Providence 02912, RI, USA
| | - Glenys M Webster
- BC Children's Hospital Research Institute and Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, BC, Canada
| | - R Thomas Zoeller
- Department of Biology, University of Massachusetts Amherst, 611 North Pleasant St, Amherst 01003, MA, USA
| | - Andrew N Hoofnagle
- Department of Laboratory Medicine, University of Washington, 1959 NE Pacific St, NW120, Seattle 98195, WA, USA
| | - Andreas Sjödin
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Mail Stop F-20, 4770 Buford Highway NE, Atlanta 30341, GA, USA
| | - Kimberly Yolton
- Division of General and Community Pediatrics, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 7035, Cincinnati 45229, OH, USA
| | - Bruce P Lanphear
- BC Children's Hospital Research Institute and Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby V5A 1S6, BC, Canada
| | - Aimin Chen
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, P.O. Box 670056, Cincinnati 45267, OH, USA.
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50
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Thelaus J, Lundmark E, Lindgren P, Sjödin A, Forsman M. Galleria mellonella Reveals Niche Differences Between Highly Pathogenic and Closely Related Strains of Francisella spp. Front Cell Infect Microbiol 2018; 8:188. [PMID: 29922601 PMCID: PMC5996057 DOI: 10.3389/fcimb.2018.00188] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 05/15/2018] [Indexed: 11/13/2022] Open
Abstract
Francisella tularensis, a highly virulent bacteria that causes the zoonotic disease tularemia, is considered a potential agent of biological warfare and bioterrorism. Although the host range for several species within the Francisella is known, little is known about the natural reservoirs of various Francisella species. The lack of knowledge regarding the environmental fates of these pathogens greatly reduces the possibilities for microbial risk assessments. The greater wax moth (Galleria mellonella) is an insect of the order Lepidoptera that has been used as an alternative model to study microbial infection during recent years. The aim of this study was to evaluate G. mellonella as a model system for studies of human pathogenic and closely related opportunistic and non-pathogenic strains within the Francisella genus. The employed G. mellonella larvae model demonstrated differences in lethality between human pathogenic and human non-pathogenic or opportunistic Francisella species. The F. novicida, F. hispaniensis and F. philomiragia strains were significantly more virulent in the G. mellonella model than the strains of human pathogens F. t. holarctica and F. t. tularensis. Our data show that G. mellonella is a possible in vivo model of insect immunity for studies of both opportunistic and virulent lineages of Francisella spp., that produces inverse results regarding lethality in G. mellonella and incapacitating disease in humans. The results provide insight into the potential host specificity of F. tularensis and closely related members of the same genus, thus increasing our present understanding of Francisella spp. ecology.
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