ArticlePloS one2017
Recurrence quantification analysis to characterize cyclical components of environmental elemental exposures during fetal and postnatal development.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Early-life dentine-based elemental biodynamics and cord blood telomere length.medRxiv : the preprint server for health sciences · 2026Article
- Sub-micrometer scale synchrotron x-ray fluorescence measurements of trace elements in teeth compared with laser ablation inductively coupled plasma mass spectrometry.Journal of exposure science & environmental epidemiology · 2025Article
- Associations between Elemental Metabolic Dynamics and Default Mode Network Functional Connectivity Are Altered in Autism.Journal of clinical medicine · 2023Article
- Unraveling dyadic psycho-physiology of social presence between strangers during an audio drama - a signal-analysis approach.Frontiers in psychology · 2023Article
- Elemental Dynamics in Hair Accurately Predict Future Autism Spectrum Disorder Diagnosis: An International Multi-Center Study.Journal of clinical medicine · 2022Article
- Evaluation of Geometric Attractor Structure and Recurrence Analysis in Professional Dancers.Entropy (Basel, Switzerland) · 2022Article
- Altered Periodic Dynamics in the Default Mode Network in Autism and Attention-Deficit/Hyperactivity Disorder.Biological psychiatry · 2022Article
- Network Dynamics in Elemental Assimilation and Metabolism.Entropy (Basel, Switzerland) · 2021Article
- Mitochondria May Mediate Prenatal Environmental Influences in Autism Spectrum Disorder.Journal of personalized medicine · 2021Review
- Dysregulated biodynamics in metabolic attractor systems precede the emergence of amyotrophic lateral sclerosis.PLoS computational biology · 2020Article
- Dynamical properties of elemental metabolism distinguish attention deficit hyperactivity disorder from autism spectrum disorder.Translational psychiatry · 2019Article
- Dynamical features in fetal and postnatal zinc-copper metabolic cycles predict the emergence of autism spectrum disorder.Science advances · 2018Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Environmental exposures to essential and toxic elements may alter health trajectories, depending on the timing, intensity, and mixture of exposures. In epidemiologic studies, these factors are typically analyzed as a function of elemental concentrations in biological matrices measured at one or more points in time. Such an approach, however, fails to account for the temporal cyclicity in the metabolism of environmental chemicals, which if perturbed may lead to adverse health outcomes. Here, we conceptualize and apply a non-linear method-recurrence quantification analysis (RQA)-to quantify cyclical components of prenatal and early postnatal exposure profiles for elements essential to normal development, including Zn, Mn, Mg, and Ca, and elements associated with deleterious health effects or narrow tolerance ranges, including Pb, As, and Cr. We found robust evidence of cyclical patterns in the metabolic profiles of nutrient elements, which we validated against randomized twin-surrogate time-series, and further found that nutrient dynamical properties differ from those of Cr, As, and Pb. Furthermore, we extended this approach to provide a novel method of quantifying dynamic interactions between two environmental exposures. To achieve this, we used cross-recurrence quantification analysis (CRQA), and found that elemental nutrient-nutrient interactions differed from those involving toxicants. These rhythmic regulatory interactions, which we characterize in two geographically distinct cohorts, have not previously been uncovered using traditional regression-based approaches, and may provide a critical unit of analysis for environmental and dietary exposures in epidemiological studies.
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