Evidence map›Paper›PMID 42023700›Full record

ReviewJournal of diabetes investigation2026

A review of capillary β-hydroxybutyrate cut-off levels for the exclusion and identification of diabetic ketoacidosis.

Nghiep Tran, Steven James, Ben Nash, Frank Gao, Scott Bennetts, David O'Neal, Michele Gaca, Loren Sher, Elif I Ekinci

Abstract readReview
In one paragraph

Review in Journal of diabetes investigation, 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

9 authors.

Nghiep TranDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0009-0009-2832-1088
Steven JamesDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0002-3928-9206
Ben NashDepartment of Endocrinology, Austin Health, Heidelberg, Victoria, Australia.ORCID https://orcid.org/0009-0009-6667-5055
Frank GaoDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0009-0005-0789-307X
Scott BennettsAmbulance Victoria, Blackburn North, Victoria, Australia.ORCID https://orcid.org/0009-0001-0516-3699
David O'NealDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0002-0870-4032
Michele GacaDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0001-7350-3299
Loren SherDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0003-1125-6100
Elif I EkinciDepartment of Medicine, Melbourne Medical School, University of Melbourne, Parkville, Victoria, Australia.ORCID https://orcid.org/0000-0003-2372-395X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

AIMS/

introductionDiabetic ketoacidosis (DKA) is an acute, life-threatening emergency that can arise as a complication of diabetes mellitus. We sought to examine the literature regarding capillary β-OHB testing levels that can inform cut-offs and help clinicians to safely and effectively exclude or identify DKA. MATERIALS AND

methodsFor this narrative review with a systematic approach, MEDLINE, Embase, and Emcare databases were searched for primary studies. Included studies described capillary β-OHB levels in relation to suspected DKA, for populations aged ≥16 years. Exclusion criteria were non-English language, animal studies or case reports, and/or exclusive focus on serum β-OHB.

resultsOf the 1,177 records identified, 11 studies met the criteria for data extraction. To exclude DKA in patients with hyperglycemia, capillary β-OHB cut-off values of <1.0 mmol/L and <1.5 mmol/L were most recommended. A capillary β-OHB level >3.0 mmol/L exhibited high sensitivity and specificity in detecting DKA and may be used in identifying cases of DKA.

conclusionsCapillary testing can reliably detect β-OHB levels within the DKA diagnostic threshold. While a capillary β-OHB threshold of <1.5 mmol/L may help clinicians exclude DKA, a capillary β-OHB level >3.0 mmol/L showed high sensitivity and specificity in detecting DKA. Future studies are needed to validate proposed cut-offs and examine the utility of capillary β-OHB testing in prehospital settings.

Indexed as

3-Hydroxybutyric AcidCapillariesDiabetic KetoacidosisBiomarkersHumansSensitivity and Specificity3-Hydroxybutyric AcidBiomarkersDiabetic ketoacidosisType 1 diabetesType 2 diabetes

Identifiers

PMID42023700
PMCPMC13238929

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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.