Evidence map›Paper›PMID 33566134›Full record

SynthesisDiabetologia2021

Hyperinsulinaemic-hypoglycaemic glucose clamps in human research: a systematic review of the literature.

Therese W Fabricius, Clementine E M Verhulst, Peter L Kristensen, Cees J Tack, Rory J McCrimmon, Simon Heller, Mark L Evans, Stephanie A Amiel, Thomas R Pieber, Bastiaan E de Galan and 2 more

Abstract readSystematic Review
In one paragraph

Synthesis in Diabetologia, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Article
  6. Strategies for optimization of hypoglycemia rat models.Animal models and experimental medicine · 2025
    Review
  7. Review
  8. The impact of technology on impaired awareness of hypoglycaemia in type 1 diabetes.Therapeutic advances in endocrinology and metabolism · 2025
    Review
  9. Review
  10. Article
  11. 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

12 authors.

Therese W FabriciusDepartment of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark. therese.emilie.wilbek.fabricius@regionh.dk.ORCID 0000-0002-6344-5408
Clementine E M VerhulstDepartment of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands. clementine.verhulst@radboudumc.nl.ORCID 0000-0002-9905-7669
Peter L KristensenDepartment of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark.ORCID 0000-0001-5431-824X
Cees J TackDepartment of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands.ORCID 0000-0003-0322-1653
Rory J McCrimmonDepartment of Internal Medicine, University of Dundee, Dundee, UK.ORCID 0000-0002-3957-1981
Simon HellerDepartment of Oncology and Metabolism, University of Sheffield, Sheffield, UK.ORCID 0000-0002-2425-9565
Mark L EvansWellcome Trust/MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID 0000-0001-8122-8987
Stephanie A AmielDepartment of Diabetes, School of Life Course Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.ORCID 0000-0003-2686-5531
Thomas R PieberDivision of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria.ORCID 0000-0003-3554-0405
Bastiaan E de GalanDepartment of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands.ORCID 0000-0002-1255-7741
Ulrik Pedersen-BjergaardDepartment of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark.ORCID 0000-0003-0588-4880
Hypo-RESOLVE consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisThe hyperinsulinaemic-hypoglycaemic glucose clamp technique has been developed and applied to assess effects of and responses to hypoglycaemia under standardised conditions. However, the degree to which the methodology of clamp studies is standardised is unclear. This systematic review examines how hyperinsulinaemic-hypoglycaemic clamps have been performed and elucidates potential important differences.

methodsA literature search in PubMed and EMBASE was conducted. Articles in English published between 1980 and 2018, involving adults with or without diabetes, were included.

resultsA total of 383 articles were included. There was considerable variation in essential methodology of the hypoglycaemic clamp procedures, including the insulin dose used (49-fold difference between the lowest and the highest rate), the number of hypoglycaemic steps (range 1-6), the hypoglycaemic nadirs (range 2.0-4.3 mmol/l) and the duration (ranging from 5 to 660 min). Twenty-seven per cent of the articles reported whole blood glucose levels, most venous levels. In 70.8% of the studies, a dorsal hand vein was used for blood sampling, with some form of hand warming to arterialise venous blood in 78.8% of these. Key information was missing in 61.9% of the articles. CONCLUSIONS/

interpretationAlthough the hyperinsulinaemic-hypoglycaemic clamp procedure is considered the gold standard to study experimental hypoglycaemia, a uniform standard with key elements on how to perform these experiments is lacking. Methodological differences should be considered when comparing results between hypoglycaemic clamp studies. PROSPERO REGISTRATION: This systematic review is registered in PROSPERO (CRD42019120083).

Indexed as

Biomedical ResearchGlucose Clamp TechniqueAdolescentAdultBiomarkersBlood GlucoseDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2FemaleGlucoseHumansHypoglycemiaHypoglycemic AgentsInfusions, IntravenousInsulinMaleBiomarkersBlood GlucoseGlucoseHypoglycemic AgentsInsulinDiabetesDiabetes mellitusHumanHyperinsulinaemic–hypoglycaemic clampHypoglycaemiaSystematic reviewType 1 diabetesType 2 diabetes

Identifiers

PMID33566134
PMCPMC7940281

What OpenQuestion holds

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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.