Evidence mapPaperPMID 33645253Full record

Trial reportAmerican journal of physiology. Endocrinology and metabolism2021

Precision and accuracy of hyperglycemic clamps in a multicenter study.

Kieren J Mather, Ashley H Tjaden, Adam Hoehn, Kristen J Nadeau, Thomas A Buchanan, Steven E Kahn, Silva A Arslanian, Sonia Caprio, Karen M Atkinson, Melanie Cree-Green and 3 more

Abstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in American journal of physiology. Endocrinology and metabolism, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Article
  6. 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

13 authors.

Kieren J MatherDepartment of Medicine, School of Medicine, Indiana University, Indianapolis, Indiana.ORCID 0000-0001-8696-7500
Ashley H TjadenThe Biostatistics Center, Milken Institute School of Public Health, George Washington University, Washington, DC.
Adam HoehnCollege of Osteopathic Medicine, Marian University, Indianapolis, Indiana.
Kristen J NadeauDepartment of Pediatrics, School of Medicine, University of Colorado Denver, Colorado.
Thomas A BuchananDepartment of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California.
Steven E KahnDepartment of Medicine, VA Puget Sound Health Care System, University of Washington, Seattle, Washington.
Silva A ArslanianDepartment of Pediatrics, School of Medicine, University of Pittsburgh, Pennsylvania.
Sonia CaprioDepartment of Pediatrics, School of Medicine, Yale University, New Haven, Connecticut.
Karen M AtkinsonDepartment of Medicine, VA Puget Sound Health Care System, University of Washington, Seattle, Washington.
Melanie Cree-GreenDepartment of Pediatrics, School of Medicine, University of Colorado Denver, Colorado.ORCID 0000-0003-1593-1695
Kristina M UtzschneiderDepartment of Medicine, VA Puget Sound Health Care System, University of Washington, Seattle, Washington.
Sharon L EdelsteinThe Biostatistics Center, Milken Institute School of Public Health, George Washington University, Washington, DC.
The RISE Consortium

Funding

Vector and Transgenic Mouse CoreP30DK017047 · NIDDK · UNIVERSITY OF WASHINGTON · 1986 to 2025
$12.6M
Yale Clinical and Translational Science AwardUL1TR001863 · YALE UNIVERSITY · 2025 to 2025
$9.9M
Mechanisms of Fatty Acid Induced Insulin ResistanceR01DK040936 · YALE UNIVERSITY · 1989 to 2005
$1.8M
University of Colorado Anschutz Medical Campus DRCP30DK116073 · UNIVERSITY OF COLORADO DENVER · 2025 to 2025
$1.3M
The Next Generation of Innovative Cardiovascular Clinical/Translational ResearchersK24HL145076 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI KRISTEN Jane NADEAU · 2022 to 2023
$230k
HHS | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) U01DK-094406HHS | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) U01DK-094430HHS | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) U01DK-094438HHS | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) U01DK-094467NCATS NIH HHS UL1 TR001863NHLBI NIH HHS K24 HL145076NIDDK NIH HHS P30 DK017047NIDDK NIH HHS P30 DK116073NIDDK NIH HHS R01 DK040936NIDDK NIH HHS U01 DK094406NIDDK NIH HHS U01 DK094430NIDDK NIH HHS U01 DK094438NIDDK NIH HHS U01 DK094467
6 · The paper itself

Abstract

Application of glucose clamp methodologies in multicenter studies brings challenges for standardization. The Restoring Insulin Secretion (RISE) Consortium implemented a hyperglycemic clamp protocol across seven centers using a combination of technical and management approaches to achieve standardization. Two-stage hyperglycemic clamps with glucose targets of 200 mg/dL and >450 mg/dL were performed utilizing a centralized spreadsheet-based algorithm that guided dextrose infusion rates using bedside plasma glucose measurements. Clamp operators received initial and repeated training with ongoing feedback based on surveillance of clamp performance. The precision and accuracy of the achieved stage-specific glucose targets were evaluated, including differences by study center. We also evaluated robustness of the method to baseline physiologic differences and on-study treatment effects. The RISE approach produced high overall precision (3%-9% variance in achieved plasma glucose from target at various times across the procedure) and accuracy (SD < 10% overall). Statistically significant but numerically small differences in achieved target glucose concentrations were observed across study centers, within the magnitude of the observed technical variability. Variation of the achieved target glucose over time in placebo-treated individuals was low (<3% variation), and the method was robust to differences in baseline physiology (youth vs. adult, IGT vs. diabetes status) and differences in physiology induced by study treatments. The RISE approach to standardization of the hyperglycemic clamp methodology across multiple study centers produced technically excellent standardization of achieved glucose concentrations. This approach provides a reliable method for implementing glucose clamp methodology across multiple study centers.

Indexed as

AdolescentAdultAlgorithmsBlood GlucoseChildDiabetes Mellitus, Type 2FemaleGlucoseGlucose Clamp TechniqueGlucose Tolerance TestHumansHyperglycemiaInsulin SecretionMaleReproducibility of ResultsSensitivity and SpecificityBlood GlucoseGlucoseaccuracyglucose clampmethodologymulticenterprecision

Identifiers

PMID33645253
PMCPMC8238133

What Socratic holds

Textmetadata
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 Socratic graph.