Evidence mapPaperPMID 41593503Full record

SynthesisBMC cardiovascular disorders2026

Rat models for arterial calcification associated with chronic kidney disease: a systematic review and meta-analysis.

Nicolas Hense, Melina Stein, Nikolaus Marx, Nadine Kaesler, Claudia Goettsch

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMC cardiovascular disorders, 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

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

5 authors.

Nicolas HenseDepartment of Internal Medicine I - Cardiology, Medical Faculty, RWTH Aachen University, Pauwelsstrasse 30, Aachen, 52074, Germany.
Melina SteinDepartment of Internal Medicine I - Cardiology, Medical Faculty, RWTH Aachen University, Pauwelsstrasse 30, Aachen, 52074, Germany.
Nikolaus MarxDepartment of Internal Medicine I - Cardiology, Medical Faculty, RWTH Aachen University, Pauwelsstrasse 30, Aachen, 52074, Germany.
Nadine KaeslerDepartment of Internal Medicine II - Nephrology, Medical Faculty, RWTH Aachen University, Pauwelsstrasse 30, 52074, Aachen, Germany.
Claudia GoettschDepartment of Internal Medicine I - Cardiology, Medical Faculty, RWTH Aachen University, Pauwelsstrasse 30, Aachen, 52074, Germany. claudia.goettsch@tu-dresden.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Arterial calcification represents a major burden in chronic kidney disease (CKD) and is an independent risk factor for cardiovascular diseases (CVD). Rodent models are essential for preclinical research on arterial calcification mechanisms and potential therapeutic interventions, permitting longitudinal analysis of disease progression, which is ethically unfeasible in humans. In this study, we specifically focused on rat models as representative rodent models, given their well-established use in cardiovascular research. Through systematic literature screening, we identified 470 studies employing rat models to investigate arterial calcification, with these models designed to simulate various pathological conditions. Our analysis revealed that arterial calcification was predominantly induced through kidney impairment, vitamin D overload, or mechanical and chemical vessel damage. Female rats were significantly underrepresented across studies, highlighting a considerable sex bias in experimental design. Particular emphasis was given to CKD-associated arterial calcification models, which accounted for about 60% of the identified studies. A meta-analysis of 67 CKD-related studies identified several significant factors influencing arterial calcification. Dietary phosphate concentration, male sex, and the use of Sprague-Dawley rats were associated with enhanced arterial calcification development. Nephrectomy-based approaches demonstrated superior efficacy and reliability in arterial calcification induction compared to adenine-based models. However, the analysis was limited by substantial heterogeneity across studies, potential publication bias, and inconsistent reporting of experimental parameters.These findings underscore the critical need for standardized reporting of experimental procedures and results to enhance the applicability of animal studies in meta-analyses and improve their translational value.

Indexed as

ArteriesDisease Models, AnimalRenal Insufficiency, ChronicVascular CalcificationAnimalsFemaleMaleRatsRats, Sprague-DawleyRisk FactorsSex FactorsSpecies SpecificityArterial calcificationCKDIn vivoRodent model

Identifiers

PMID41593503
PMCPMC12836979

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.