Evidence map›Paper›PMID 42432932›Full record

ArticleMedicine2026

Multiple metabolic factors and kidney dysfunction: Causal evidence and translational insights from a mendelian randomization study.

Manna Tong, Chunling Chen, Yi Pan

Abstract read
In one paragraph

Article in Medicine, 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

3 authors.

Manna TongDepartment of Nursing, The Fourth Affiliated Hospital of School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, Zhejiang, China Mainland.
Chunling Chen

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic kidney disease is a major global public health burden. This study investigated the causal effects of systolic blood pressure (SBP), apolipoprotein B (ApoB), and serum urate on renal function and albuminuria, and explored potential mechanistic implications. Two-sample Mendelian randomization (MR) analyses were conducted using large-scale genome-wide association study summary statistics from European populations. Univariable MR estimated total causal effects on estimated glomerular filtration rate (eGFR) and albuminuria. Multivariable MR assessed independent effects of correlated exposures, and 2-step MR evaluated albuminuria as a mediator. Cis-MR analyses were performed to explore target-proximal genetic evidence for lipid-related drug targets. Genetically predicted SBP was causally associated with reduced eGFR, while ApoB was inversely associated with albuminuria risk. serum urate showed no significant causal effects. Multivariable and mediation analyses supported distinct roles of SBP and ApoB, with albuminuria partially mediating the SBP-eGFR association. Cis-MR analyses indicated heterogeneous renal effects of lipid-lowering targets. These findings provide genetic evidence linking SBP to renal dysfunction, suggest that albuminuria may partially mediate the association between SBP and renal function, and highlight the complex renal relevance of lipid-related pathways.

Indexed as

AlbuminuriaBlood PressureRenal Insufficiency, ChronicApolipoproteins BGenome-Wide Association StudyGlomerular Filtration RateHumansKidneyMendelian Randomization AnalysisUric AcidApolipoproteins BUric Acidalbuminuriaapolipoprotein Bchronic kidney diseasedrug targetseGFRmendelian randomizationserum uratesystolic blood pressure

Identifiers

PMID42432932
PMCPMC13363208

What Socratic holds

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Registered trials

None linked

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.