Evidence map›Paper›PMID 39996361›Full record

ReviewDiabetes, obesity & metabolism2025

The challenge of assessing impaired awareness of hypoglycaemia in diabetes in the era of continuous glucose monitoring: A narrative review of evidence and translation into clinical practice.

Simon A Berry, Alexandros L Liarakos, Vaios Koutroukas, Pratik Choudhary, Emma G Wilmot, Ahmed Iqbal

Abstract readReview
In one paragraph

Review in Diabetes, obesity & metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. The impact of technology on impaired awareness of hypoglycaemia in type 1 diabetes.Therapeutic advances in endocrinology and metabolism · 2025
    Review
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

6 authors.

Simon A BerryDivision of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, UK.ORCID 0009-0007-9100-8778
Alexandros L LiarakosDepartment of Diabetes and Endocrinology, University Hospitals of Derby and Burton NHS Foundation Trust, Royal Derby Hospital, Derby, UK.ORCID 0000-0003-1713-3064
Vaios KoutroukasDiabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0001-6120-8057
Pratik ChoudharyDiabetes Research Centre, University of Leicester, Leicester, UK.ORCID 0000-0001-7635-4735
Emma G WilmotDepartment of Diabetes and Endocrinology, University Hospitals of Derby and Burton NHS Foundation Trust, Royal Derby Hospital, Derby, UK.ORCID 0000-0002-8698-6207
Ahmed IqbalDivision of Clinical Medicine, School of Medicine and Population Health, University of Sheffield, Sheffield, UK.ORCID 0000-0002-5648-0539

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Iatrogenic hypoglycaemia remains a major barrier in diabetes care. Over time, and with repeated hypoglycaemic episodes, the physiological responses to hypoglycaemia can become blunted, resulting in impaired awareness of hypoglycaemia (IAH). In IAH, the onset of cognitive dysfunction precedes the onset of autonomic symptoms, often preventing appropriate self-treatment, thus increasing the frequency of severe hypoglycaemia (SH). Historically, IAH has been assessed with questionnaires, such as the Gold and Clarke scores, which were developed in the 1990s. A stepwise change in diabetes management in the last few decades has been the deployment of continuous glucose monitoring (CGM). CGM allows people with diabetes to set alarms that can warn them of hypoglycaemia or even impending hypoglycaemia, thus providing a degree of 'technological' awareness. This creates a challenge in assessing awareness status, as people may be alerted to low-sensor glucose events before they experience any symptoms. CGM also allows the introduction of new measures of hypoglycaemia exposure such as time below range, which might complement traditional methods of risk assessment. These changes in the field prompt a need for reassessment of the measures of IAH. This narrative review evaluates the current epidemiology of SH and IAH, explores different measures of IAH, and evaluates the relationship between CGM metrics, IAH and SH. We conclude that a clinical approach involving traditional questionnaires, or newer updated alternatives such as the Hypo A-Q awareness scale, combined with CGM metrics and clinical assessment of human factors is recommended in the absence of a clearly superior measure.

Indexed as

AwarenessBlood Glucose Self-MonitoringDiabetes MellitusDiabetes Mellitus, Type 1HypoglycemiaHypoglycemic AgentsBlood GlucoseContinuous Glucose MonitoringHumansTranslational Research, BiomedicalBlood GlucoseHypoglycemic Agentscontinuous glucose monitoringdiabetes complicationshypoglycaemiapatient reported outcomestype 1 diabetestype 2 diabetes

Identifiers

PMID39996361
PMCPMC11965031

What OpenQuestion 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 OpenQuestion graph.