MedicineEurope PMC

Ranked by formulaVerdict: Notable

Continuous Glucose Monitoring in Non-Insulin-Treated Type 2 Diabetes

Original title: Continuous Glucose Monitoring in Non-Insulin-Treated Type 2 Diabetes.

Continuous glucose monitoring (CGM) has been shown to be beneficial in persons with type 1 diabetes and others with insulin-treated type 2 diabetes, but its role in the treatment of persons with type 2…

By Oser, Martens, Ruedy +26The New England journal of medicine

Score█████░░░░░4.7

Key numbers

  • 1.3% at baseline to 7.2
  • 1.1% at 26 weeks in
  • 1.2% to 8.0

VerdictWorth a reader's time today.

Read the original

Abstract

Background Continuous glucose monitoring (CGM) has been shown to be beneficial in persons with type 1 diabetes and others with insulin-treated type 2 diabetes, but its role in the treatment of persons with type 2 diabetes not being treated with insulin has needed further study. Methods In a 26-week trial conducted at 22 primary care practices in the United States, we randomly assigned adults with type 2 diabetes who were not using insulin to either CGM or routine care (control). The primary outcome was the glycated hemoglobin level at 26 weeks. Key CGM-measured secondary outcomes were tested hierarchically to control the type I error rate. Results A total of 145 participants were assigned to the CGM group, and 138 to the routine-care group. Participants ranged in age from 21 to 84 years. The mean (±SD) glycated hemoglobin level decreased from 8.8±1.3% at baseline to 7.2±1.1% at 26 weeks in the CGM group and from 8.7±1.2% to 8.0±1.4% in the routine-care group (adjusted mean difference, -0.9 percentage points; 95% confidence interval [CI], -1.1 to -0.6; P<0.001). The mean percentage of time that the CGM-measured glucose level was in the glucose-level range of 70 to 180 mg per deciliter was 21 percentage points higher (95% CI, 16 to 26) with CGM than with routine care (P<0.001). The between-group difference in the percentage of time that the glucose level was below 54 mg per deciliter was -0.17 percentage points (95% CI, -0.27 to -0.11; P<0.001 for noninferiority); the difference in the percentage of time that the glucose level was below 70 mg per deciliter was -0.20 percentage points (95% CI, -0.43 to -0.09; P<0.001 for noninferiority; P = 0.004 for superiority). No severe hypoglycemia events were reported. Conclusions Among adults with type 2 diabetes that was not being treated with insulin and was being managed in a primary care setting, the use of CGM led to a greater reduction in the glycated hemoglobin level and to a lower risk of hyperglycemia than routine care. (Funded by Dexcom; CONNECT ClinicalTrials.gov number, NCT06601166.).

Tamara K Oser, Thomas Martens, Katrina J Ruedy, Simon Bergford, Peter Calhoun, Ku-Lang Chang, Erik S Kramer, Beth A Klug, R Lacy Anderson, Benjamin R Cook, David Pickering, Martin Ortega, Bryce Peterson, Lisa Davidson, Rita Schmid, Nitinchandra D Desai, Edwin Burkett, Jamie L Haynes, Amir Herman, Shehzad M Topiwala, Ryan Bailey, Sean M Oser, Nelly N Cadet, Matthew L Johnson, Karen E Elkind-Hirsch, Stayce E Beck, Jessica R Castle, Roy W Beck, CONNECT Study Group

The editor's rubric

Heuristic review

Leverage2 / 5
Reusable within one subfield (a technique, dataset, or protocol a few groups will adopt).
10% of this desk’s rubric
Magnitude3 / 5
Large gain: roughly 2x, or a clear new state of the art on a hard, unsaturated problem.
20% of this desk’s rubric
Evidence4 / 5
Strong: large scale, preregistered, independently replicated, or a well-powered randomized trial.
32% of this desk’s rubric
Novelty3 / 5
A genuinely new approach to an open problem.
8% of this desk’s rubric
Trajectory2 / 5
Some room to improve with obvious engineering.
5% of this desk’s rubric
Stakes3 / 5
Meaningful benefit to many people within a few years.
25% of this desk’s rubric

Editor’s rationale

Heuristic triage from title and abstract text only, not a reading of the paper. Cues found: novelty (open problem); design (randomized, registered); verification (confidence interval, p-value, error bars); stakes (major disease, prevention or cure).

How the score was computed

rank-2026-10-18

Score█████░░░░░4.7

Score = 10 × (80% × adjusted merit / 10 + 10% × attention + 10% × freshness)

Desks place stronger verdicts first, then use this score to order work within the same verdict.

Merit
6.3 / 10
Weighted rubric, evidence-gated.
Adjusted merit
5.1 / 10
Shrunk toward the desk prior by editor confidence (46%).
Attention
0%
Citations, upvotes, points, mentions.
Freshness
65%
Half-life decay since publication.
  • Citations0 (reference 20, via openalex, Oct 20, 2026, 06:17 UTC)

The record

  • Reviewed by heuristic-v7 on Oct 20, 2026, 06:17 UTC. Paper type: clinical.
  • Categories: Journal Article
  • BRIEF, No.2 in the Medicine edition of October 20, 2026.