Evidence map›Paper›PMID 42796632›Full record

ArticleMolecules (Basel, Switzerland)2026

Searching for Metabolic Markers for Hypertension in Human Urine.

Adriana Sousa, Nádia Oliveira, Maider Bizkarguenaga, Angela de Diego, Ricardo Conde, Nieves Embade, Óscar Millet, Ignacio Verde

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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

8 authors.

Adriana SousaHealth Sciences Research Centre (CICS-UBI), University of Beira Interior (UBI), 6200-506 Covilhã, Portugal.ORCID 0000-0002-1480-9279
Nádia OliveiraHealth Sciences Research Centre (CICS-UBI), University of Beira Interior (UBI), 6200-506 Covilhã, Portugal.
Maider BizkarguenagaCenter for Cooperative Research in Biosciences (CIC-BioGUNE), Bizkaia Science and Technology Park, 48160 Derio, Spain.
Angela de DiegoCenter for Cooperative Research in Biosciences (CIC-BioGUNE), Bizkaia Science and Technology Park, 48160 Derio, Spain.
Ricardo CondeHealth Sciences Research Centre (CICS-UBI), University of Beira Interior (UBI), 6200-506 Covilhã, Portugal.ORCID 0000-0003-4372-081X
Nieves EmbadeCenter for Cooperative Research in Biosciences (CIC-BioGUNE), Bizkaia Science and Technology Park, 48160 Derio, Spain.ORCID 0000-0001-9878-3290
Óscar MilletCenter for Cooperative Research in Biosciences (CIC-BioGUNE), Bizkaia Science and Technology Park, 48160 Derio, Spain.ORCID 0000-0001-8748-4105
Ignacio VerdeHealth Sciences Research Centre (CICS-UBI), University of Beira Interior (UBI), 6200-506 Covilhã, Portugal.ORCID 0000-0003-3492-5725

Funding

Comissão de Coordenação e Desenvolvimento Regional do Centro CENTRO-01-0145-FEDER-000013FEDER Project No. 007491Foundation for Science and Technology SFRH/BD/148695/2019Fundação para a Ciência e Tecnologia DOI 10.54499/UIDB/00709/2020Fundação para a Ciência e Tecnologia ROTEIRO/0031/2013-PINFRA/22161/2016Fundação para a Ciência e Tecnologia SFRH/BD/06028/2020Fundação para a Ciência e Tecnologia UID/Multi/00709
6 · The paper itself

Abstract

Hypertension is a leading risk factor for the development of cardiovascular diseases and is associated with higher morbidity and mortality rates. However, hypertension screening is not routinely applied to asymptomatic individuals and can be influenced by several factors, such as adequate technique and patient emotional factors, recent exercise, and oral consumptions. Therefore, in this study, we aimed to analyze the urinary metabolomic profiles in normotensive and hypertensive participants by untargeted NMR to identify novel biomarkers for hypertension in a population with a high prevalence of hypertension. Hypertensive participants (when compared with normotensive participants) without cardiovascular or metabolic comorbidities had higher urinary levels of sarcosine and lower levels of acetone, citrate, 4-hydroxyphenylacetate, 3-methylglutaconate, N-isovaleroylglycine, oxaloacetate, phenylalanine and pyridoxate. These metabolites are involved in energy metabolism, amino acid metabolism, gut microbiota-derived metabolism, and vitamin B6 metabolism, reinforcing previous evidence of metabolic changes in hypertension. None of the metabolites were significantly influenced by the presence of cardiovascular or metabolic comorbidities such as dyslipidemia, diabetes, or other cardiovascular diseases, supporting their association with hypertension. To our knowledge, this is the first study to report changes in urinary acetone, oxaloacetate, 3-methylglutaconate, N-isovaleroylglycine and pyridoxate in hypertensive individuals (vs. normotensive individuals). Citrate, methylglutaconate, N-isovaleroylglycine, oxaloacetate, phenylalanine and sarcosine seem to have a higher potential for reliable hypertension biomarkers, since they were also not significantly influenced by any of the anti-hypertensive treatments. Together, these findings expand the current urinary metabolomic profile of hypertension and highlight the potential of these urinary metabolites as a non-invasive approach for earlier hypertension detection.

Indexed as

BiomarkersHypertensionMetabolomeMetabolomicsAdultFemaleHumansMaleMiddle AgedBiomarkershypertensionmetabolomicsNMR

Identifiers

PMID42796632
PMCPMC13610069

What OpenQuestion holds

Textmetadata
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.