Evidence map›Paper›PMID 40621300›Full record

ArticleCureus2025

Lipid Control in Patients With Type 2 Diabetes Mellitus: A Continuous Quality Improvement Study.

Andreia G Sousa, Daniela de Azevedo, Suzie Leandro, Marta S Ferreira, Tiago A Correia, Mariana Sá, Diana Capela

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

7 authors.

Andreia G SousaFamily Medicine, Family Health Unit Famílias, Entre Douro e Vouga Local Health Unit, Santa Maria da Feira, PRT.
Daniela de AzevedoFamily Medicine, Family Health Unit Novo Este, Entre Douro e Vouga Local Health Unit, Santa Maria da Feira, PRT.
Suzie LeandroFamily Medicine, Family Health Unit Famílias, Entre Douro e Vouga Local Health Unit, Santa Maria da Feira, PRT.
Marta S FerreiraFamily Medicine, Family Health Unit Famílias, Entre Douro e Vouga Local Health Unit, Santa Maria da Feira, PRT.
Tiago A CorreiaFamily Medicine, Personalized Healthcare Unit Novo Caminho, Entre Douro e Vouga Local Health Unit, Oliveira de Azeméis, PRT.
Mariana SáFamily Medicine, Family Health Unit Flor d'Areosa, Região de Aveiro Local Health Unit, Aveiro, PRT.
Diana CapelaFamily Medicine, Family Health Unit Famílias, Entre Douro e Vouga Local Health Unit, Santa Maria da Feira, PRT.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Type 2 diabetes mellitus (T2DM) is highly prevalent in Portugal, ranking among the highest in Europe, according to Organisation for Economic Co-operation and Development (OECD) data. Cardiovascular risk (CVR) control, particularly dyslipidemia management, is a key contributor to long-term health outcomes. This study aims to improve lipid management in T2DM patients, with the primary objective of achieving a 25% lipid control rate. Methodology A continuous quality improvement study was conducted in a Portuguese family health unit, involving independent random samples of patients with T2DM at each assessment period. The assessments were performed at three distinct time periods: January-June 2022, November 2023-April 2024, and May-October 2024. Interventions included team-based training workshops, monthly electronic reminders, visual aids, anonymous performance feedback, and collaborative consultations with nurses to support guideline-based lipid management. Low-density lipoprotein cholesterol (LDL-C) targets were less than 100, 70, or 55 mg/dL for moderate, high, or very high CVR. Non-high-density lipoprotein cholesterol (non-HDL-C) was used to assess lipid control when triglyceride levels were above 200 mg/dL, targeting below 135, 100, and 85 mg/dL for moderate, high, or very high CVR, respectively. Therapeutic inertia was defined as the absence of treatment adjustment despite evidence of inadequate lipid control, excluding cases where non-intensification was due to documented treatment refusal or poor adherence. Results Lipid control was achieved in 55 (20.4%) of 270 patients at baseline, rising to 60 (21.7%) of 276 in the second assessment and 90 (32.5%) of 277 in the final period, representing a 12.1 percentage point improvement (p<0.001). Among patients with high CVR, control increased from 45 (23.9%) to 61 (38.6%) and from 10 (12.2%) to 29 (24.4%) in those with very high CVR. A significant reduction in median LDL-C levels was also observed (p<0.001). Therapeutic inertia affected 199 (93.9%) patients initially, decreasing to 104 (73.8%) in the third assessment (p<0.001). Despite progress, a relevant proportion of patients remained without lipid-lowering therapy, although they did not meet recommended targets: 54 (25.2%) at baseline and 29 (15.5%) in the final period. Prescription of combination therapy with ezetimibe remained infrequent. Additionally, documentation of non-adherence and treatment refusal improved throughout the study. Conclusion The intervention showed improvement in lipid control and reduction in therapeutic inertia. Despite this progress, lipid control remained suboptimal, requiring ongoing education of healthcare professionals and patients to enhance CVR management and reduce cardiovascular events. Extending the intervention with further evaluations would help monitor long-term effectiveness. To enhance outcomes, future strategies should promote greater use of combination therapy, implement patient-specific approaches to improve adherence, and integrate clinical decision support tools to reduce therapeutic inertia. Biases such as inter-observer variability and the Hawthorne effect may have influenced the findings.

Indexed as

cardiovascular riskdyslipidemialdl-cholesterollipid-lowering therapytherapeutic inertiatype 2 diabetes mellitus

Identifiers

PMID40621300
PMCPMC12227130

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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.