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New platform standardizes analysis of continuous glucose monitoring data (opens in a new tab)

medicalxpress.com · 2026-09-16

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Claim 1 of 6Not checkedResearchers at LSU's Pennington Biomedical Research Center were part of a team developing GVC-Calc, a new platform designed to make large-scale analysis of CGM data more transparent, reproducible and accessible.View evidenceHide evidence

As statedlarge-scale analysis

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Claim 2 of 6Not checkedPublished in Nature Metabolism, the report was titled 'GVC-Calc enables large-scale analysis of continuous glucose monitoring data' and included researchers from institutions in the United States and United Kingdom.View evidenceHide evidence

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Claim 3 of 6Not checkedThe platform can process raw CGM files without relying on a specific manufacturer or proprietary software, supports batch processing across hundreds of participants, and keeps individual-level data connected to cohort-level results.View evidenceHide evidence

As statedhundreds of participants

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Claim 4 of 6Not checkedThe platform incorporates consensus clinical metrics and exploratory measures of glucose dynamics, including geometric and probabilistic approaches, and provides multiple transparent implementations of commonly used metrics.View evidenceHide evidence

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Claim 5 of 6Not checkedTo show how GVC-Calc works, the researchers applied it across four independent studies using CGM across different populations, devices and study designs, and said the same framework enabled consistent preprocessing, metric extraction and downstream statistical analysis.View evidenceHide evidence

As statedfour independent studies

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Claim 6 of 6Not checkedThe article says the complete GVC-Calc platform is freely available as a web application and its source code is publicly available.View evidenceHide evidence

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Papers considered

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PubMed, Crossref, Europe PMC · 37 candidate papers

Candidate

Author response for "Pro- and anti-inflammatory macrophages adjust UCP2 protein levels based on their intrinsic metabolism and available metabolites"

2026 · Crossref

Source (opens in a new tab)

And 31 more candidates considered.