Evidence map›Paper›PMID 33984909›Full record

ArticleChemosphere2021

Peripubertal serum levels of dioxins, furans and PCBs in a cohort of Russian boys: can empirical grouping methods yield meaningful exposure variables?

Bora Plaku-Alakbarova, Oleg Sergeyev, Paige L Williams, Jane S Burns, Mary M Lee, Russ Hauser, Susan A Korrick, Russian Children's Study

Open access · greenAbstract read
In one paragraph

Article in Chemosphere, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.6field-weighted citation impact, top 35% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 2 countries.

Bora Plaku-AlakbarovaDepartment of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA. Electronic address: bop020@mail.harvard.edu.
Oleg SergeyevBelozersky Research Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Leninskye Gory 1, Building 40, 119234, Moscow, Russia; Chapaevsk Medical Association, Meditsinskaya Str. 3a, 446100, Chapaevsk, Samara Region, Russia. Electronic address: olegsergeyev1@yandex.ru.
Paige L WilliamsDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, 02115, USA; Department of Epidemiology, Harvard T. H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, 02115, USA. Electronic address: paige@hsph.harvard.edu.
Jane S BurnsDepartment of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA. Electronic address: jburns@hsph.harvard.edu.
Mary M LeeNemours AI duPont Hospital for Children, 1600 Rockland Road, Wilmington, DE, USA; Sidney Kimmel Medical College, Jefferson University, Philadelphia, PA, USA. Electronic address: mary.lee@nemours.org.
Russ HauserDepartment of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA; Department of Epidemiology, Harvard T. H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, 02115, USA. Electronic address: rhauser@hsph.harvard.edu.
Susan A KorrickDepartment of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Ave, Boston, MA, 02115, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA. Electronic address: susan.korrick@channing.harvard.edu.
Russian Children's Study
Harvard University · USCommunity Health Systems - Dupont Hospital · USLomonosov Moscow State University · RU

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6M
Training Program in Environmental EpidemiologyT32ES007069 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI LADEN, FRANCINE · 1985 to 2024
$13.9M
Effects of Environmental Phthalates and Chemical Mixtures on Male Puberty and Semen QualityR01ES014370 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI HAUSER, RUSS B · 2006 to 2021
$8.2M
NIEHS NIH HHS P30 ES000002NIEHS NIH HHS R01 ES014370NIEHS NIH HHS T32 ES007069
6 · The paper itself

Abstract

backgroundDioxins, furans and polychlorinated biphenyls (PCBs) are endocrine disruptors with half-lives of months to years in humans. Peripubertal exposure to these chemicals may disrupt pubertal timing. Biomarker exposure metrics like the sum of non-dioxin-like PCBs in serum (∑NDL-PCBs) involve chemicals with different hypothetical effects. Empirical exposure metrics represent an alternative that requires no knowledge of biological mechanisms.

methodsFrom 2003 to 2005, 516 Russian boys aged 8-9 residing near a plant that historically produced organochlorine pesticides were enrolled in the Russian Children's Study. At enrollment, blood was collected for measurement of organochlorine chemicals by the Centers for Disease Control and Prevention (CDC). Variable cluster analysis was used to empirically group serum levels of 45 dioxins, furans and PCBs into eight cluster scores. These scores were compared to the sum of dioxin-like toxic equivalents (∑TEQs) and ∑NDL-PCBs using Spearman correlation coefficients.

resultsClustering appeared to reflect number and position of chlorine atoms. Clusters 4, 7 and 1 contained, respectively, tri/tetra-, tetra/penta-, and hexa/hepta-chlorinated PCBs with chlorines at the 4,4' positions. Clusters 2, 8 and 5 contained, respectively, tetra-to hexa-, hexa/hepta-, and hepta/octa-chlorinated PCBs with chlorines at the 2,2' positions. ∑NDL-PCBs were highly correlated with 4,4'-chlorinated clusters 1 and 7 (Spearman's ρ = 0.8) and less so with all other clusters (Spearman's ρ = 0.4-0.5).

conclusionsIn this cohort of Russian boys, baseline serum dioxins, furans and PCBs seemed to cluster by chlorination pattern, possibly reflecting shared persistence, metabolism or source of exposure. The widely used measure ∑NDL-PCB seemed most representative of 4,4'-chlorinated PCBs.

Indexed as

DioxinsPolychlorinated BiphenylsChildEnvironmental ExposureFuransHumansMaleRussiaDioxinsFuransPolychlorinated BiphenylsCluster analysisDioxinsEndocrine disruptorsPolychlorinated biphenylsPrincipal component analysisPuberty

Identifiers

PMID33984909
PMCPMC8594624
OpenAlexW3131726990

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.