Evidence map›Paper›PMID 40172775›Full record

ArticleBiological trace element research2025

Urinary Copper Is Associated with Dyslipidemia, and This Association Is Mediated by Inflammation.

Sisi Xie, Zoltan Kutalik, Aurélien Thomas, Maïwenn Perrais, Julien Vaucher, Pedro Marques-Vidal

Abstract read
In one paragraph

Article in Biological trace element research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

6 authors.

Sisi XieDepartment of Medicine, Internal Medicine, Lausanne University Hospital (CHUV) and University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland.
Zoltan KutalikDepartment of Computational Biology, University of Lausanne, 1015, Lausanne, Switzerland.
Aurélien ThomasUnit of Forensic Chemistry and Toxicology, University Centre of Legal Medicine Lausanne-Geneva, Geneva University Hospital and University of Geneva, Rue Michel-Servet 1, 1211, Geneva, Switzerland.
Maïwenn PerraisUnit of Forensic Chemistry and Toxicology, University Centre of Legal Medicine Lausanne-Geneva, Geneva University Hospital and University of Geneva, Rue Michel-Servet 1, 1211, Geneva, Switzerland.
Julien VaucherDepartment of Medicine, Internal Medicine, Lausanne University Hospital (CHUV) and University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland.
Pedro Marques-VidalDepartment of Medicine, Internal Medicine, Lausanne University Hospital (CHUV) and University of Lausanne, Rue du Bugnon 46, 1011, Lausanne, Switzerland. Pedro-Manuel.Marques-Vidal@chuv.ch.

Funding

Swiss National Science Foundation grants 33CSCO-122661, 33CS30-139468, 33CS30-148401, 33CS30_177535, 31003A-182420, and 3247730_204523Swiss Personalized Health Network grant 2018DRI01
6 · The paper itself

Abstract

Dyslipidemia is an important public health issue. Copper may influence lipid metabolism, possibly via inflammation, but the mechanisms remain unclear. This study aimed to assess the association between urinary copper concentrations and blood lipids (total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG)), and the possible mediating role of inflammation, assessed via high-sensitivity C-reactive protein (hs-CRP). We conducted a cross-sectional, population-based study using baseline data from Switzerland's CoLaus|PsyCoLaus cohort. Urinary copper was measured from spot urine using inductively coupled plasma mass spectrometry and adjusted for creatinine. Lipid markers and hs-CRP were measured using standardized biochemical assays. Multiple linear regression assessed associations, and mediation effects were evaluated using the SGmediation2 package. A total of 6284 adults (mean age 52.6 years, 53.4% female) were included. Urinary copper was positively associated with TG (beta=0.08, 95%CI 0.04, 0.12) and negatively associated with HDL-C (- 0.04, 95%CI - 0.07, - 0.003). Additionally, urinary copper was positively associated with hs-CRP (0.51, 95%CI 0.42, 0.60), which in turn was positively associated with TG (0.05, 95%CI 0.04, 0.06) and negatively associated with HDL-C (- 0.04, 95%CI - 0.05, - 0.03). Mediation analysis revealed that urinary copper exerts partial indirect effects on TG (mediation effect 31.4%) and HDL-C (56.9%) through hs-CRP. hs-CRP partially mediated the associations between urinary copper and HDL-C and TG, with a robust effect for TG but statistical uncertainty for HDL-C. No mediation was observed for TC or LDL-C. These findings suggest hs-CRP's role in lipid metabolism, especially in TG regulation.

Indexed as

CopperDyslipidemiasInflammationAdultAgedCholesterol, HDLC-Reactive ProteinCross-Sectional StudiesFemaleHumansMaleMiddle AgedTriglyceridesCholesterol, HDLCopperC-Reactive ProteinTriglyceridesCopperC-reactive proteinDyslipidemiaMediation analysis

Identifiers

PMID40172775
PMCPMC12602554

What Socratic 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 Socratic graph.