Evidence map›Paper›PMID 40532195›Full record

ArticleJMIR diabetes2025

Continuous Glucose Monitoring in Primary Care: Multidisciplinary Pilot Implementation Study.

Alyssa H Zadel, Katia Chiampas, Katrina Maktaz, John G Keller, Kathy W O'Gara, Leonardo Vargas, Angela Tzortzakis, Micah J Eimer, Emily D Szmuilowicz

Abstract read
In one paragraph

Article in JMIR diabetes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

9 authors.

Alyssa H ZadelDivision of Cardiology, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0008-8434-7605
Katia ChiampasJohns Hopkins University, Baltimore, MD, United States.ORCID http://orcid.org/0009-0009-2188-6297
Katrina MaktazNova Southeastern University, Fort Lauderdale, FL, United States.ORCID http://orcid.org/0009-0006-8574-7032
John G KellerDepartment of Pharmacy, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0004-4047-6852
Kathy W O'GaraDivision of Endocrinology, Metabolism, and Molecular Medicine, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0008-5730-110X
Leonardo VargasDivision of Internal Medicine, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0003-3371-9601
Angela TzortzakisNorthwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0000-6727-1233
Micah J EimerDivision of Cardiology, Northwestern Medicine, Chicago, IL, United States.ORCID http://orcid.org/0009-0002-1903-166X
Emily D SzmuilowiczDivision of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, 645 N Michigan Ave, 530-24, Chicago, IL, 60611, United States, 1 312 695 7970, 1 312 926 8693.ORCID http://orcid.org/0000-0002-7399-3934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Continuous glucose monitoring (CGM) is used to assess glycemic trends and guide therapeutic changes for people with diabetes. We aimed to increase patient access to this tool by equipping primary care physicians (PCPs) to accurately interpret and integrate CGM into their practice via a multidisciplinary team approach. Objective: The primary objective of this study was to evaluate the feasibility and effectiveness of integrating CGM into primary care clinics using a multidisciplinary approach that included a clinical pharmacist (PharmD) and a certified diabetes care and education specialist (CDCES). Methods: Eighteen PCPs received a 1-hour video training module from an endocrinologist teaching a systematic stepwise approach to CGM interpretation. Patient inclusion criteria included type 2 diabetes mellitus, ≥18 years old, hemoglobin A1c (HbA1c) ≥8% or concern for hypoglycemia, and no previous CGM use or an endocrinology visit in the past year. Patients saw physician extenders (CDCES or a PharmD) for professional CGM placement and education on nutrition, medication administration, and physical activity goals based on the PCP's recommendations. The CDCES or PharmD reviewed CGM data with patients and collaborated with PCPs to adjust the care plan, informed by the systematic stepwise approach to CGM interpretation. Patients either converted to personal CGM if desired or had a second professional CGM device placed after ≥1 month from the initial professional CGM placement and obtained a postintervention HbA1c measurement at ≥3 months from the initial HbA1c measurement. The primary outcomes were time in range, HbA1c, and average time from referral to the first CGM device placement. Follow-up continued with the CDCES or PharmD until patients met the study discharge criteria of HbA1c level ≤7%. Paired t tests with 1-sided P values were used to assess changes in glucose metrics from the initial to postintervention measurements. The McNemar test was used to determine the significance of change in patients meeting the goal of ≥70% time in the target range of 70-180 mg/dL. Results: The CGM users (n=46) had a mean (SD) age of 62.39 (14.57) years, and 14/46 participants (30%) were female. The mean (SD) time in range increased by 28.06%, from 43.25% (33.41%) at baseline to 71.31% (25.49%) postintervention (P<.001), due to reduced hyperglycemia. The proportion of CGM users meeting the consensus target of the time in range ≥70% increased from 23.81% to 57.14% (P<.001). Postintervention HbA1c decreased by an average of 2.37%, from 9.68% (1.78%) to 7.31% (1.32%; P<.001). Conclusions: The integration of CGM into primary care clinics to increase patient access is feasible and effective using a multidisciplinary approach.

Indexed as

continuous glucose monitoringdiabetes educationmultidisciplinary teamprimary care physicianstype 2 diabetes

Identifiers

PMID40532195
PMCPMC12192913

What OpenQuestion holds

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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.