Evidence mapPaperPMID 42564649Full record

ReviewCureus2026

Continuous Glucose Monitoring Beyond Intensive Insulin Therapy in Type 2 Diabetes: Evidence, Over-the-Counter Devices, Equity, and Clinical Implementation.

Andrzej Bazan, Oliwer Plichta, Natalia Radzinska, Klaudia Kalinowska

Abstract readReview
In one paragraph

Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Andrzej BazanGeneral Medicine, St. Anthony Hospital, Ząbkowice Śląskie, POL.
Oliwer PlichtaMedicine, University Clinical Hospital Jan Mikulicz-Radecki, Wroclaw, POL.
Natalia RadzinskaMidwifery, Faculty of Health Sciences, Wroclaw Medical University, Wroclaw, POL.
Klaudia KalinowskaPrimary Care, Samodzielny Publiczny Zakład Opieki Zdrowotnej Ministerstwa Spraw Wewnętrznych i Administracji (SP ZOZ MSWiA), Opole, POL.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Continuous glucose monitoring (CGM) measures interstitial glucose over time and is increasingly used beyond intensive insulin therapy in type 2 diabetes. In routine care, CGM is useful when pattern information can improve management, not simply because more glucose data are available. This structured narrative review summarizes evidence, device categories, over-the-counter (OTC) systems, equity considerations, and practical implementation for adults with type 2 diabetes who are not receiving intensive insulin therapy, with particular focus on non-insulin-treated adults and those treated with basal insulin without prandial insulin. In non-insulin-treated adults, CGM may help identify fasting or postprandial hyperglycemia, support lifestyle and adherence discussions, and clarify discordance between hemoglobin A1c (HbA1c) and daily glucose patterns, although evidence remains stronger for glycemic metrics than for long-term outcomes. In adults treated with basal insulin without prandial insulin, randomized trial evidence supports CGM for glycemic assessment and safer treatment review. Systems cleared by the US Food and Drug Administration (FDA) for OTC CGM use and consumer-facing glucose biosensors may increase access to glucose feedback, but intended use, diabetes-specific clinical evidence, and broader wellness use should be distinguished. This review presents a practical implementation framework that begins with patient selection, followed by education, structured interpretation of CGM data, and integration of findings into lifestyle counselling, medication review, and shared clinical decision-making while accounting for coverage, digital access, language-sensitive support, and safety risks. CGM should function as structured decision support, not passive surveillance or consumer data collection.

Indexed as

ambulatory glucose profilebasal insulincgmcontinuous glucose monitoringdiabetes technologyhealth equityprimary care implementationtype 2 diabetes

Identifiers

PMID42564649
PMCPMC13445947

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.