ReviewNature reviews. Endocrinology2026
Models of hyperglycaemia in diabetes mellitus and its complications.
Review in Nature reviews. Endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Individualising blood glucose control in ICU patients: evidence and practical implementations.Critical care (London, England) · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetes mellitus is a metabolic disease marked by chronic high blood levels of glucose (also known as hyperglycaemia), which over time can cause damage to the blood vasculature, leading to devastating complications. The increase in global prevalence and the number of cases of type 2 diabetes mellitus continues unabated, prompting diabetes mellitus researchers to continue studying the aetiology of the disease in search of ways to improve therapeutic outcomes. Over the years, numerous in vivo and in vitro mammalian models have been developed to investigate the mechanisms underlying diabetes mellitus and its complications. The customary use or induction of high levels of glucose in vivo or in vitro to recapitulate chronic hyperglycaemia in diabetes mellitus is central to these models. However, there has never been a consensus as to how to standardize the re-creation of glucotoxicity conditions so that the pathophysiological effects in human diabetes mellitus can be accurately mimicked experimentally. In this Review, we critically discuss glucotoxicity (without lipotoxicity) in diabetes mellitus and analyse the various in vivo and in vitro models used to study the conditions created by high levels of glucose in diabetes mellitus. Efforts to standardize experimental induction or administration of high levels of glucose, and understanding the pros and cons of each model, could help harmonize findings that will benefit the diabetes mellitus research community.
Indexed as
Identifiers
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Registered trials
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.