Evidence map›Paper›PMID 41645232›Full record

ArticleNutrition & metabolism2026

Research on dietary sodium with invalid methods does not advance scientific understanding.

Norm R C Campbell, Francesco P Cappuccio

Abstract readLetterComment
In one paragraph

Article in Nutrition & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Norm R C CampbellDepartment of Medicine, Physiology and Pharmacology and Community Health Sciences, Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, AB, Canada. ncampbel@ucalgary.ca.ORCID http://orcid.org/0000-0002-1093-4742
Francesco P CappuccioWarwick Medical School, University of Warwick, Warwick Applied Health, Coventry, UK. f.p.cappuccio@warwick.ac.uk.ORCID http://orcid.org/0000-0002-7842-5493

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wuopio et al. (22:104, 2025) examined associations between urinary sodium excretion and metabolic markers using an invalid method (a spot urine sample and the Kawasaki estimating equation (‘spot method’)). The spot method has both high random and systematic error, and has been shown to produce spurious health outcome and disease association. Due to false controversy generated by studies using spot method, it has been recommended not to be used in research associating dietary sodium to health outcomes by major international and national scientific organizations and experts. Wuopio et al. are aware of the methods limitations and concerns about its use but in our opinion did not address these issues in their manuscript. The spot urine method represents a good example of how an inappropriate research method can undermine scientific understanding and generate false controversy.

Indexed as

BiomarkersBlood pressureCardiovascular diseaseDietary sodiumHypertensionMethodologic flawsSalt

Identifiers

PMID41645232
PMCPMC12874762

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.