Evidence map›Paper›PMID 38379863›Full record

Observational studyFrontiers in endocrinology2024

Continuous glucose monitoring and advanced glycation endproducts for prediction of clinical outcomes and development of cystic fibrosis-related diabetes in adults with CF.

Kevin J Scully, Laura Brenner, Kimberly Martin, Melanie Ruazol, Gregory S Sawicki, Ahmet Uluer, Isabel Neuringer, Lael M Yonker, Leonard Sicilian, Melissa S Putman

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.5field-weighted citation impact, top 11% of its field
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

4 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. 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

10 authors at 3 institutions in 1 country.

Kevin J ScullyDivision of Endocrinology, Hasbro Children's Hospital, Providence, RI, United States.
Laura BrennerDivision of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States.
Kimberly MartinDiabetes Research Center, Massachusetts General Hospital, Boston, MA, United States.
Melanie RuazolDiabetes Research Center, Massachusetts General Hospital, Boston, MA, United States.
Gregory S SawickiDivision of Pulmonary Medicine, Boston Children's Hospital, Boston, MA, United States.
Ahmet UluerDivision of Pulmonary Medicine, Boston Children's Hospital, Boston, MA, United States.
Isabel NeuringerDivision of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States.
Lael M YonkerDivision of Pediatric Pulmonary Medicine, Massachusetts General Hospital, Boston, MA, United States.
Leonard SicilianDivision of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States.
Melissa S PutmanDiabetes Research Center, Massachusetts General Hospital, Boston, MA, United States.
Massachusetts General Hospital · USBoston Children's Hospital · USHasbro Children's Hospital · US

Funding

Research in Development Endocrinology and MetabolismT32DK007699 · NIDDK · CHILDREN'S HOSPITAL BOSTON · PI JOEL N HIRSCHHORN · 1992 to 2026
$7.1M
NIDDK NIH HHS T32 DK007699
6 · The paper itself

Abstract

Introductions: Cystic fibrosis-related diabetes (CFRD) is associated with pulmonary decline, compromised nutritional status, and earlier mortality. Onset is often insidious, so screening for early detection of glycemic abnormalities is important. Continuous glucose monitoring (CGM) has been validated in people with CF and has been shown to detect early glycemic variability otherwise missed on 2-hour oral glucose tolerance testing (OGTT). We previously reported that CGM measures of hyperglycemia and glycemic variability are superior to hemoglobin A1c (HbA1c) in distinguishing those with and without CFRD. However, little is known about the long-term predictive value of CGM measures of glycemia for both the development of CFRD and their effect on key clinical outcomes such as weight maintenance and pulmonary function. In addition, there have been no studies investigating advanced glycation endproducts (AGE) assessed by skin autofluorescence in people with CF. Methods: In this prospective observational study, CGM and HbA1c were measured at 2 to 3 time points 3 months apart in 77 adults with CF. Participants who did not have CFRD at the time of enrollment underwent OGTT at the baseline visit, and all participants had AGE readings at baseline. Follow up data including anthropometric measures, pulmonary function and CFRD status were collected by review of medical records 1- and 2-years after the baseline visits. We applied multivariable linear regression models correlating glycemic measures to change in key clinical outcomes (weight, BMI, FEV1) accounting for age, gender and elexacaftor/tezacaftor/ivacaftor (ETI) use. We also conducted logistic regression analyses comparing baseline glycemic data to development of CFRD during the 2-year follow up period. Results: Of the 77 participants, 25 had pre-existing CFRD at the time of enrollment, and six participants were diagnosed with CFRD by the OGTT performed at the baseline visit. When adjusting for age, gender, and ETI use, multiple CGM measures correlated with weight and BMI decline after one year but not after two years. CGM and HbA1c at baseline did not predict decline in FEV1 (p>0.05 for all). In the 46 participants without a diagnosis of CFRD at baseline, two participants were diagnosed with CFRD over the following two years, but CGM measures at baseline did not predict progression to CFRD. Baseline AGE values were higher in individuals with CFRD and correlated with multiple measures of dysglycemia (HbA1c, AG, SD, CV, TIR, % time >140, >180, >250) as well as weight. AGE values also correlated with FEV1 decline at year 1 and weight decline at year 1 and year 2. Conclusions: Several key CGM measures of hyperglycemia and glycemic variability were predictive of future decline in weight and BMI over one year in this population of adults with CF with and without CFRD. None of the baseline glycemic variables predicted progression to CFRD over 2 years. To our knowledge, this is the first report correlating AGE levels with key clinical and glycemic measures in CF. Limitations of these analyses include the small number of participants who developed CFRD (n=2) during the follow up period and the initiation of ETI by many participants, affecting their trajectory in weight and pulmonary function. These results provide additional data supporting the potential role for CGM in identifying clinically significant dysglycemia in CF. Future studies are needed to investigate CGM as a diagnostic and screening tool for CFRD and to understand the implications of AGE measures in this patient population.

Indexed as

Cystic FibrosisDiabetes MellitusHyperglycemiaAdultBlood GlucoseBlood Glucose Self-MonitoringContinuous Glucose MonitoringGlycated HemoglobinGlycation End Products, AdvancedHumansInfantProspective StudiesBlood GlucoseGlycated HemoglobinGlycation End Products, Advancedadvanced glycation endproductsaverage glucosecontinuous glucose monitoringcystic fibrosiscystic fibrosis-related diabeteshemoglobin A1ctime in range

Identifiers

PMID38379863
PMCPMC10876871
OpenAlexW4391570812

What OpenQuestion holds

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LicenceCC BY
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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.