Evidence map›Paper›PMID 34077502›Full record

Observational studyJAMA2021

Association of Real-time Continuous Glucose Monitoring With Glycemic Control and Acute Metabolic Events Among Patients With Insulin-Treated Diabetes.

Andrew J Karter, Melissa M Parker, Howard H Moffet, Lisa K Gilliam, Richard Dlott

3 registry-linked trialsOpen access · bronzeAbstract readObservational Study
In one paragraph

Observational study in JAMA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 107 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
107citing papers in PubMed, 3 pooled it
17.5field-weighted citation impact, top 1% 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.

NCT05431296 naunknown statusnot on this mapstarted 2023, after this paper: background citation

Glucose Monitoring After Acute Myocardial Infarct in People With Diabetes

TypeinterventionalSponsorImperial College LondonRan2023 to 2025Enrolled160ConditionsType 2 Diabetes, Acute Myocardial Infarction, Acute Myocardial Infarction With ST Elevation, Diabetes ComplicationsArmsDexcom ONE Continuous Glucose Monitoring System
NCT05840250 naterminatednot on this mapstarted 2023, after this paper: background citation

Improving Glucose Control and Self-Management in Adults With Type 2 Diabetes From Health Disparate Groups Using Continuous Glucose Monitoring and Education Support

TypeinterventionalSponsorHackensack Meridian HealthRan2023 to 2024Enrolled10ConditionsDiabetesArmsContinuous Glucose Monitoring and Education Support
NCT06638099 nacompletednot on this mapstarted 2024, after this paper: background citation

Increasing Use of Continuous Glucose Monitors Among Patients With Type 2 Diabetes

TypeinterventionalSponsorSan Diego State UniversityRan2024 to 2026Enrolled195ConditionsDiabetes, Diabetes Mellitus, Diabetes Mellitus Type 2, Diabetes Mellitus Type 2 (T2DM)ArmsCGM Toolkit Prescriber Training
3 · Its place in the literature

Who cites it

107 citing papers in PubMed, 3 syntheses or guidelines pooled it, 174 citations in OpenAlex.

  1. Pooled it
  2. American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2022
    Guideline
  3. Pooled it
  4. Trial
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. The Expanding Role of Continuous Glucose Monitoring in the Management and Prevention of Type 2 Diabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
  16. Review
  17. Article
  18. Article
  19. Article
  20. Article

47 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Andrew J KarterDivision of Research, Kaiser Permanente, Oakland, California.
Melissa M ParkerDivision of Research, Kaiser Permanente, Oakland, California.
Howard H MoffetDivision of Research, Kaiser Permanente, Oakland, California.
Lisa K GilliamKaiser Northern California Diabetes Program, Endocrinology and Internal Medicine, Kaiser Permanente, South San Francisco Medical Center, South San Francisco, California.
Richard DlottPopulation Care, Regional PROMPT, Regional Clinical, Thyroid Subgroup, TPMG Regional Laboratory Services, Division of Endocrinology - Diablo Service Area, Martinez, California.
Kaiser Permanente · USKaiser Permanente South San Francisco Medical Center · US

Funding

Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
Severe Hypoglycemia: Ascertainment, Surveillance and PharmacovigilanceR01DK103721 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI KARTER, ANDREW JOHN · 2015 to 2018
$2.2M
NIDDK NIH HHS P30 DK092924NIDDK NIH HHS R01 DK103721
6 · The paper itself

Abstract

Importance: Continuous glucose monitoring (CGM) is recommended for patients with type 1 diabetes; observational evidence for CGM in patients with insulin-treated type 2 diabetes is lacking. Objective: To estimate clinical outcomes of real-time CGM initiation. Design, Setting, and Participants: Exploratory retrospective cohort study of changes in outcomes associated with real-time CGM initiation, estimated using a difference-in-differences analysis. A total of 41 753 participants with insulin-treated diabetes (5673 type 1; 36 080 type 2) receiving care from a Northern California integrated health care delivery system (2014-2019), being treated with insulin, self-monitoring their blood glucose levels, and having no prior CGM use were included. Exposures: Initiation vs noninitiation of real-time CGM (reference group). Main Outcomes and Measures: Ten end points measured during the 12 months before and 12 months after baseline: hemoglobin A1c (HbA1c); hypoglycemia (emergency department or hospital utilization); hyperglycemia (emergency department or hospital utilization); HbA1c levels lower than 7%, lower than 8%, and higher than 9%; 1 emergency department encounter or more for any reason; 1 hospitalization or more for any reason; and number of outpatient visits and telephone visits. Results: The real-time CGM initiators included 3806 patients (mean age, 42.4 years [SD, 19.9 years]; 51% female; 91% type 1, 9% type 2); the noninitiators included 37 947 patients (mean age, 63.4 years [SD, 13.4 years]; 49% female; 6% type 1, 94% type 2). The prebaseline mean HbA1c was lower among real-time CGM initiators than among noninitiators, but real-time CGM initiators had higher prebaseline rates of hypoglycemia and hyperglycemia. Mean HbA1c declined among real-time CGM initiators from 8.17% to 7.76% and from 8.28% to 8.19% among noninitiators (adjusted difference-in-differences estimate, -0.40%; 95% CI, -0.48% to -0.32%; P < .001). Hypoglycemia rates declined among real-time CGM initiators from 5.1% to 3.0% and increased among noninitiators from 1.9% to 2.3% (difference-in-differences estimate, -2.7%; 95% CI, -4.4% to -1.1%; P = .001). There were also statistically significant differences in the adjusted net changes in the proportion of patients with HbA1c lower than 7% (adjusted difference-in-differences estimate, 9.6%; 95% CI, 7.1% to 12.2%; P < .001), lower than 8% (adjusted difference-in-differences estimate, 13.1%; 95% CI, 10.2% to 16.1%; P < .001), and higher than 9% (adjusted difference-in-differences estimate, -7.1%; 95% CI, -9.5% to -4.6%; P < .001) and in the number of outpatient visits (adjusted difference-in-differences estimate, -0.4; 95% CI, -0.6 to -0.2; P < .001) and telephone visits (adjusted difference-in-differences estimate, 1.1; 95% CI, 0.8 to 1.4; P < .001). Initiation of real-time CGM was not associated with statistically significant changes in rates of hyperglycemia, emergency department visits for any reason, or hospitalizations for any reason. Conclusions and Relevance: In this retrospective cohort study, insulin-treated patients with diabetes selected by physicians for real-time continuous glucose monitoring compared with noninitiators had significant improvements in hemoglobin A1c and reductions in emergency department visits and hospitalizations for hypoglycemia, but no significant change in emergency department visits or hospitalizations for hyperglycemia or for any reason. Because of the observational study design, findings may have been susceptible to selection bias.

Indexed as

AdultBiosensing TechniquesBlood Glucose Self-MonitoringConfidence IntervalsDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2FemaleGlycated HemoglobinHealth Services Needs and DemandHospitalizationHumansHyperglycemiaHypoglycemiaHypoglycemic AgentsInsulinMaleGlycated HemoglobinHypoglycemic AgentsInsulin

Identifiers

PMID34077502
PMCPMC8173463
OpenAlexW3164469103

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.