Evidence map›Paper›PMID 42194713›Full record

ArticleJournal of clinical medicine2026

Bidirectional Associations Between Blood Glucose and Blood Pressure: A Data-Driven Causal Analysis Using Structural Equation Modelling and Granger Causality on NHANES Longitudinal Data.

Irina Naskinova, Mikhail Kolev, Mariyan Milev, Hristo Kalinov, Meglena Lazarova, Stanislava Stoilova, Iveta Nikolova

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical 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

7 authors.

Irina NaskinovaDepartment of Mathematics, University of Architecture, Civil Engineering and Geodesy, 1 Hristo Smirnenski Blvd., 1164 Sofia, Bulgaria.ORCID 0009-0009-7794-4265
Mikhail KolevDepartment of Mathematics, University of Architecture, Civil Engineering and Geodesy, 1 Hristo Smirnenski Blvd., 1164 Sofia, Bulgaria.
Mariyan MilevDepartment of Mathematics, University of Architecture, Civil Engineering and Geodesy, 1 Hristo Smirnenski Blvd., 1164 Sofia, Bulgaria.
Hristo KalinovFaculty of Mathematics and Informatics, Sofia University "St. Kliment Ohridski", 5 James Boucher Blvd., 1113 Sofia, Bulgaria.ORCID 0009-0002-8548-4907
Meglena LazarovaDepartment of Mathematical Modelling and Numerical Methods, Faculty of Applied Mathematics and Informatics, Technical University of Sofia, 8 "Kliment Ohridski" Blvd., 1000 Sofia, Bulgaria.
Stanislava StoilovaDepartment of Mathematics, University of Architecture, Civil Engineering and Geodesy, 1 Hristo Smirnenski Blvd., 1164 Sofia, Bulgaria.
Iveta NikolovaDepartment of Mathematics, University of Architecture, Civil Engineering and Geodesy, 1 Hristo Smirnenski Blvd., 1164 Sofia, Bulgaria.

Funding

European Regional Development Fund BG-RRP-2.004-0005
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bidirectional causationblood glucoseblood pressurecausal inferencedirected acyclic graphE-valueinverse probability weightingNHANESpropensity score matchingstructural equation modelling

Identifiers

PMID42194713
PMCPMC13207677

What Socratic holds

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LicenceCC BY
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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.