AI Article Synopsis

  • Continuous glucose monitors (CGM) provide continuous measurements of glucose levels, summarizing data like average levels every 5 minutes over multiple days.
  • A lack of consistent definitions for summary variables like area under the curve (AUC) has made it difficult to interpret and compare CGM study results across different research efforts.
  • GLU is a new open-source software tool that helps standardize these summary variables from CGM data, performs quality control, and offers detailed outputs, making it easier for researchers to analyze glucose data.

Article Abstract

Continuous glucose monitors (CGM) record interstitial glucose levels 'continuously', producing a sequence of measurements for each participant (e.g. the average glucose level every 5 min over several days, both day and night). To analyse these data, researchers tend to derive summary variables such as the area under the curve (AUC), to then use in subsequent analyses. To date, a lack of consistency and transparency of precise definitions used for these summary variables has hindered interpretation, replication and comparison of results across studies. We present GLU, an open-source software package for deriving a consistent set of summary variables from CGM data. GLU performs quality control of each CGM sample (e.g. addressing missing data), derives a diverse set of summary variables (e.g. AUC and proportion of time spent in hypo-, normo- and hyper- glycaemic levels) covering six broad domains, and outputs these (with quality control information) to the user. GLU is implemented in R and is available on GitHub at https://github.com/MRCIEU/GLU. Git tag v0.2 corresponds to the version presented here.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7394960PMC
http://dx.doi.org/10.1093/ije/dyaa004DOI Listing

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