Evidence map›Paper›PMID 42977998›Full record

ReviewEndocrinology, diabetes & metabolism2026

Complication Prevention Beyond Glycaemic Control in Type 2 Diabetes: Cumulative Metabolic Exposure, Organ Vulnerability and Treatment Durability.

Ferenc Sztanek

Abstract readReview
In one paragraph

Review in Endocrinology, diabetes & metabolism, 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

1 author.

Ferenc SztanekDivision of Metabolism, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.ORCID https://orcid.org/0009-0005-6657-7579

Funding

Magyar Diabetes Társaság
6 · The paper itself

Abstract

introductionType 2 diabetes is a progressive multisystem disorder in which long-term complication burden reflects more than contemporaneous glycaemic control. Age at onset, previous metabolic exposure, obesity-related risk, organ injury, treatment safety and the capacity to sustain effective care interact across the disease course.

methodsThis critical narrative review synthesised targeted PubMed/MEDLINE searches, international guidance, landmark and contemporary randomised trials, longitudinal cohorts, validated risk models and clinically influential reviews. A targeted update search was completed through 22 September 2026.

resultsThe evidence supports a clinically ordered approach in which immediate treatment-related hazards are considered first, followed by established organ disease or a dominant preventable outcome, residual modifiable cardiometabolic exposure, treatment durability and the care systems required to translate evidence into sustained benefit. Historical trials established the importance of glycaemic, blood-pressure and lipid management and coordinated multifactorial intervention. Contemporary SGLT2 inhibitor and incretin-based trials add direct cardiovascular, heart-failure and kidney outcome evidence in defined populations, while MASH trials provide emerging histological evidence. HbA1c, validated risk equations and organ-specific pathways retain their established roles.

conclusionsThe proposed framework is interpretive rather than predictive. It does not assign numerical weights or treatment thresholds but aims to identify the preventable outcome that should take priority, the intervention supported by the most relevant evidence and whether that intervention can be implemented safely and durably.

Indexed as

Diabetes ComplicationsDiabetes Mellitus, Type 2Glycemic ControlHumansHypoglycemic AgentsHypoglycemic Agentsdiabetes complicationstreatment outcometype 2 diabetes mellitus

Identifiers

PMID42977998
PMCPMC13731741

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.