Evidence map›Paper›PMID 39529124›Full record

ArticleCardiovascular diabetology2024

Elevated glucose levels increase vascular calcification risk by disrupting extracellular pyrophosphate metabolism.

Alicia Flores-Roco, Belinda M Lago, Ricardo Villa-Bellosta

Abstract read
In one paragraph

Article in Cardiovascular diabetology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

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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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Peripheral Vascular Calcification.Arteriosclerosis, thrombosis, and vascular biology · 2026
    Review
  4. Article
  5. Article
  6. Review
  7. Admixture mapping identifies complex trait associations with local ancestry in themedRxiv : the preprint server for health sciences · 2025
    Article
  8. Article
  9. Review
  10. Article
  11. Review
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.

Alicia Flores-RocoCenter for Research in Molecular Medicine and Chronic Diseases (CiMUS). Campus Vida, University of Santiago de Compostela, 15782, Santiago de Compostela, Spain.
Belinda M LagoCenter for Research in Molecular Medicine and Chronic Diseases (CiMUS). Campus Vida, University of Santiago de Compostela, 15782, Santiago de Compostela, Spain.
Ricardo Villa-BellostaCenter for Research in Molecular Medicine and Chronic Diseases (CiMUS). Campus Vida, University of Santiago de Compostela, 15782, Santiago de Compostela, Spain. ricardo.villa@usc.es.

Funding

Secretaria Xeral de Investigación e Desenvolvemento, Xunta de Galicia ED431F 2022/03Spanish Ministry of Education and Science PRE2021-100795Spanish Ministry of Education and Science SAF-2014-60699-JINSpanish Society of Nephrology SEN21-3315Xunta de Galicia ED481A 2022/383
6 · The paper itself

Abstract

backgroundVascular calcification is a major contributor to cardiovascular disease, especially diabetes, where it exacerbates morbidity and mortality. Although pyrophosphate is a recognized natural inhibitor of vascular calcification, there have been no prior studies examining its specific deficiency in diabetic conditions. This study is the first to analyze the direct link between elevated glucose levels and disruptions in extracellular pyrophosphate metabolism.

methodsRat aortic smooth muscle cells, streptozotocin (STZ)-induced diabetic rats, and diabetic human aortic smooth muscle cells were used to assess the effects of elevated glucose levels on pyrophosphate metabolism and vascular calcification. The techniques used include extracellular pyrophosphate metabolism assays, thin-layer chromatography, phosphate-induced calcification assays, BrdU incorporation for DNA synthesis, aortic smooth muscle cell viability and proliferation assays, and quantitative PCR for enzyme expression analysis. Additionally, extracellular pyrophosphate metabolism was examined through the use of radiolabeled isotopes to track ATP and pyrophosphate transformations.

resultsElevated glucose led to a significant reduction in extracellular pyrophosphate across all diabetic models. This metabolic disruption was marked by notable downregulation of both the expression and activity of ectonucleotide pyrophosphatase/phosphodiesterase 1, a key enzyme that converts ATP to pyrophosphate. We also observed an upregulation of ectonucleoside triphosphate diphosphohydrolase 1, which preferentially hydrolyzes ATP to inorganic phosphate rather than pyrophosphate. Moreover, tissue-nonspecific alkaline phosphatase activity was markedly elevated across all diabetic models. This shift in enzyme activity significantly reduced the pyrophosphate/phosphate ratio. In addition, we noted a marked downregulation of matrix Gla protein, another inhibitor of vascular calcification. The impaired pyrophosphate metabolism was further corroborated by calcification experiments across all three diabetic models, which demonstrated an increased propensity for vascular calcification.

conclusionsThis study demonstrated that diabetes-induced high glucose disrupts extracellular pyrophosphate metabolism, compromising its protective role against vascular calcification. These findings identify pyrophosphate deficiency as a potential mechanism in diabetic vascular calcification, highlighting a new therapeutic target. Strategies aimed at restoring or enhancing pyrophosphate levels may offer significant potential in mitigating cardiovascular complications in diabetic patients, meriting further investigation.

Indexed as

Diabetes Mellitus, ExperimentalDiphosphatesMuscle, Smooth, VascularMyocytes, Smooth MusclePhosphoric Diester HydrolasesPyrophosphatasesVascular Calcification5'-NucleotidaseAlkaline PhosphataseAnimalsAortaAortic DiseasesBlood GlucoseCalcium-Binding ProteinsCell ProliferationCells, Cultured5'-NucleotidaseAlkaline PhosphataseALPL protein, humanBlood GlucoseCalcium-Binding ProteinsDiphosphatesdiphosphoric acidectonucleotide pyrophosphatase phosphodiesterase 1Extracellular Matrix ProteinsGPI-Linked ProteinsMatrix Gla ProteinNT5E protein, humanNt5e protein, ratPhosphoric Diester HydrolasesPyrophosphatasesAgingATPDiabetesPhosphatePyrophosphateVascular calcification

Identifiers

PMID39529124
PMCPMC11555999

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.