Evidence map›Paper›PMID 11815482›Full record

ReviewDiabetes2002

Accurate assessment of beta-cell function: the hyperbolic correction.

Richard N Bergman, Marilyn Ader, Katrin Huecking, Gregg Van Citters

2 registry-linked trialsOpen access · bronzeAbstract readReview
PubMed Publisher
In one paragraph

Review in Diabetes, 2002. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 236 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
236citing papers in PubMed, 2 pooled it
17.8field-weighted citation impact, top 1% of its field
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.

NCT02488057 phase4completedstarted 2016, after this paper: background citation

Improving Beta Cell Function in Mexican American Women With Prediabetes

Ran2016Enrolled360Registered outcomes8Posted comparisons0ConditionsPre-diabetesArmsliraglutide, weight loss
Open the trial in the graph
NCT03264001 naunknown statusnot on this mapstarted 2017, after this paper: background citation

Effects of Progressive Negative Energy Balance Induced by Diet or Exercise on Glucose Tolerance, Insulin Sensitivity, and Beta-cell Function

TypeinterventionalSponsorSingapore Institute of Food and Biotechnology InnovationRan2017 to 2018Enrolled61ConditionsInsulin Sensitivity, Glucose Intolerance, Insulin Resistance, Energy SupplyArmsNegative energy balance
3 · Its place in the literature

Who cites it

236 citing papers in PubMed, 2 syntheses or guidelines pooled it, 511 citations in OpenAlex.

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176 more citing papers are in PubMed but not listed here.

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

4 authors at 1 institution in 1 country.

Richard N BergmanDepartment of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, California. rbergman@usc.edu
Marilyn Ader
Katrin Huecking
Gregg Van Citters
University of Southern California · US

Funding

QUANTITATION OF FACTORS REGULATING GLUCOSE TOLERANCER01DK029867 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MARILYN ADER · 1986 to 2026
$11.0M
QUANTITATIVE STUDIES OF METABOLIC ORGAN DYNAMICSR01DK027619 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BERGMAN, RICHARD NATHAN · 1986 to 2022
$6.2M
Quantitative Studies of Metabolic Organ DynamicsR37DK027619 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BERGMAN, RICHARD NATHAN · 2007 to 2016
$6.2M
MECHANISMS OF THE GLUCOSE INTOLERANCE OF AGINGR01AG015111 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ADER, MARILYN · 1999 to 2002
$913k
NIA NIH HHS AG 15111NIDDK NIH HHS DK 27619NIDDK NIH HHS DK 29867
6 · The paper itself

Abstract

Only in the last decade did modeling studies predict, and knockout experiments confirm, that type 2 diabetes is a "2-hit" disease in which insulin resistance is necessarily accompanied by beta-cell defect(s) preventing the compensatory upregulation of insulin secretion. This long- delayed insight was associated with the development of a constant, the "disposition index," describing the beta-cell sensitivity-secretion relationship as a rectangular hyperbola. Shifts in insulin sensitivity are accompanied by compensatory alterations in beta-cell sensitivity to glucose. Insulin-sensitive subjects do not require a massive insulin response to exogenous glucose to maintain a normal blood glucose. But if their insulin sensitivity decreases by 80%, as in late pregnancy, they need a fivefold greater insulin response to achieve an identical disposition index. Women with gestational diabetes have an insulin response similar to that of normal volunteers; at first glance, this suggests similar islet function, but the utility of the disposition index is to normalize this response to the amplitude of third trimester insulin resistance, revealing severe beta-cell deficiency. The index is a quantitative, convenient, and accurate tool in analyzing epidemiologic data and identifying incipient impaired glucose tolerance. Separate major issues remain, however: the causes of insulin resistance, the causes of the failure of adequate beta-cell compensation in type 2 diabetes, and the nature of the signal(s) from insulin-resistant tissues that fail to elicit the appropriate beta-cell increment in sensitivity to glucose and other stimuli. The disposition index is likely to remain the most accurate physiologic measure for testing hypotheses and solutions to these challenges in whole organisms.

Indexed as

Models, BiologicalDiabetes, GestationalDiabetes Mellitus, Type 2FemaleHumansIslets of LangerhansPregnancy

Identifiers

PMID11815482
OpenAlexW2162344377

What Socratic holds

Textmetadata
Read underepoch 390

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 Socratic graph.