Evidence map›Paper›PMID 41582436›Full record

ArticleRenal failure2026

Riboflavin intake and kidney health: population evidence and mechanistic insights from NHANES and molecular docking analyses.

Peiwen Wu, Wenjie Long, Xiang Xiao, Li Wang, Ying Xu, Xin Ma

Abstract read
In one paragraph

Article in Renal failure, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Peiwen WuDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0009-0001-1894-3213
Wenjie LongDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0009-0009-4021-3290
Xiang XiaoDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0000-0002-9714-9543
Li WangDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0009-0003-2764-1959
Ying XuDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0009-0008-0082-1227
Xin MaDepartment of Clinical Medicine, School of Clinical Medicine, Chengdu Medical College, Chengdu, China.ORCID 0009-0004-6601-324X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic kidney disease (CKD) constitutes a significant global public health challenge, with emerging evidence suggesting that riboflavin may confer renoprotective effects. However, the association between dietary riboflavin intake and CKD risk remains inadequately elucidated. To investigate this, we analyzed National Health and Nutrition Examination Survey (NHANES) 2005-2018 datasets using weighted multivariate logistic regression, interaction testing, stratified subgroup analyses, and curve fitting. Additionally, network pharmacology and molecular docking simulations were employed to identify and validate potential therapeutic targets. Our results showed that patients with CKD exhibited significantly lower riboflavin intake than their non-CKD counterparts (1.98 vs. 2.21 mg/d,

Indexed as

Renal Insufficiency, ChronicRiboflavinAdultAgedFemaleHumansLogistic ModelsMaleMiddle AgedMolecular Docking SimulationNutrition SurveysUnited StatesRiboflavinchronic kidney diseasemitochondrial metabolismNHANESnutrition epidemiologyoxidative stressRiboflavin

Identifiers

PMID41582436
PMCPMC12836406

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.