Evidence map›Paper›PMID 29021207›Full record

Trial reportDiabetes care2017

Impact of Lifestyle and Metformin Interventions on the Risk of Progression to Diabetes and Regression to Normal Glucose Regulation in Overweight or Obese People With Impaired Glucose Regulation.

William H Herman, Qing Pan, Sharon L Edelstein, Kieren J Mather, Leigh Perreault, Elizabeth Barrett-Connor, Dana M Dabelea, Edward Horton, Steven E Kahn, William C Knowler and 5 more

Erratum issuedAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Diabetes care, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 45 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 1 pooled it
3.2field-weighted citation impact, top 7% 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.

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

45 citing papers in PubMed, 1 synthesis or guideline pooled it, 83 citations in OpenAlex.

  1. Pooled it
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  5. Meta-Analysis of the Effect of Metformin on the Progression of Different Types of Prediabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors at 11 institutions in 1 country.

William H HermanUniversity of Michigan, Ann Arbor, MI dppmail@bsc.gwu.edu.
Qing PanGeorge Washington University Biostatistics Center, Rockville, MD.
Sharon L EdelsteinGeorge Washington University Biostatistics Center, Rockville, MD.
Kieren J MatherIndiana University, Indianapolis, IN.ORCID 0000-0001-8696-7500
Leigh PerreaultUniversity of Colorado, Denver, Denver, CO.
Elizabeth Barrett-ConnorUniversity of California, San Diego, La Jolla, CA.
Dana M DabeleaUniversity of Colorado, Denver, Denver, CO.ORCID 0000-0001-9514-8929
Edward HortonJoslin Diabetes Center, Boston, MA.
Steven E KahnVA Puget Sound Health Care System and University of Washington, Seattle, WA.
William C KnowlerNational Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ.
Carlos LorenzoThe University of Texas Health Science Center at San Antonio, San Antonio, TX.ORCID 0000-0001-7080-765X
Xavier Pi-SunyerColumbia University Medical Center, New York, NY.
Elizabeth VendittiUniversity of Pittsburgh, Pittsburgh, PA.
Wen YeUniversity of Michigan, Ann Arbor, MI.ORCID 0000-0001-9455-5506
Diabetes Prevention Program Research GroupORCID 0000-0001-9455-5506
George Washington University · USUniversity of Colorado Denver · USUniversity of Michigan · USColumbia University Irving Medical Center · USIndiana University – Purdue University Indianapolis · USJoslin Diabetes Center · USNational Institute of Diabetes and Digestive and Kidney Diseases · USThe University of Texas Health Science Center at San Antonio · USUniversity of California San Diego · USUniversity of Pittsburgh · USUniversity of Washington · US

Funding

PRIMARY PREVENTION TRIAL--DATA COORDINATING CENTERU01DK048489 · NIDDK · GEORGE WASHINGTON UNIVERSITY · PI JABLONSKI, KATHLEEN ANN, TEMPROSA, MARINELLA · 1994 to 2021
$84.8M
SPECIAL ASSAY COREP30DK036836 · NIDDK · JOSLIN DIABETES CENTER · PI JEAN E. SCHAFFER · 1986 to 2026
$50.5M
Vector and Transgenic Mouse CoreP30DK017047 · NIDDK · UNIVERSITY OF WASHINGTON · PI Sakeneh Zraika · 1986 to 2026
$41.4M
RESEARCH TRAININGP30DK026687 · NIDDK · ST. LUKE'S-ROOSEVELT INST FOR HLTH SCIS · PI Anthony W Ferrante, DYMPNA GALLAGHER · 1986 to 2026
$33.0M
PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI Wendy M Kohrt · 1995 to 2026
$32.6M
Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Mehboob A Hussain · 2013 to 2026
$24.3M
Translation CoreP30DK097512 · NIDDK · INDIANA UNIVERSITY INDIANAPOLIS · PI Carmella Evans-Molina · 2015 to 2026
$17.4M
Post-DDP Follow-up StudyU01DK048413 · NIDDK · UNIVERSITY OF WASHINGTON · PI KAHN, STEVEN EMANUEL · 1994 to 2021
$13.7M
PRIMARY PREVENTION TRIAL (DPT-2)U01DK048397 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI NATHAN, DAVID M · 1994 to 2021
$12.0M
NIDDM PRIMARY PREVENTION TRIAL (DPT 2)U01DK048404 · NIDDK · ST. LUKE'S-ROOSEVELT INST FOR HLTH SCIS · PI LAFERRERE, BLANDINE B · 1994 to 2021
$11.6M
PRIMARY PREVENTION TRIAL (DPT-2)U01DK048339 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ARANETA, MARIA ROSARIO GORREZ, MUDALIAR, SUNDER · 1994 to 2022
$11.4M
NIDDM PRIMARY PREVENTION TRIALU01DK048412 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI VENDITTI, ELIZABETH MARY · 1994 to 2021
$11.4M
AHRQ HHS R18 HS026143NIDDK NIH HHS P30 DK017047NIDDK NIH HHS P30 DK020572NIDDK NIH HHS P30 DK026687NIDDK NIH HHS P30 DK036836NIDDK NIH HHS P30 DK048520NIDDK NIH HHS P30 DK092926NIDDK NIH HHS P30 DK097512NIDDK NIH HHS U01 DK048339NIDDK NIH HHS U01 DK048375NIDDK NIH HHS U01 DK048380NIDDK NIH HHS U01 DK048381NIDDK NIH HHS U01 DK048397NIDDK NIH HHS U01 DK048400NIDDK NIH HHS U01 DK048404NIDDK NIH HHS U01 DK048406NIDDK NIH HHS U01 DK048407NIDDK NIH HHS U01 DK048412NIDDK NIH HHS U01 DK048413NIDDK NIH HHS U01 DK048437NIDDK NIH HHS U01 DK048443NIDDK NIH HHS U01 DK048485NIDDK NIH HHS U01 DK048489NIDDK NIH HHS U01 DK048514
6 · The paper itself

Abstract

objectiveBoth lifestyle and metformin interventions can delay or prevent progression to type 2 diabetes mellitus (DM) in people with impaired glucose regulation, but there is considerable interindividual variation in the likelihood of receiving benefit. Understanding an individual's 3-year risk of progressing to DM and regressing to normal glucose regulation (NGR) might facilitate benefit-based tailored treatment. RESEARCH DESIGN AND

methodsWe used the values of 19 clinical variables measured at the Diabetes Prevention Program (DPP) baseline evaluation and Cox proportional hazards models to assess the 3-year risk of progression to DM and regression to NGR separately for DPP lifestyle, metformin, and placebo participants who were adherent to the interventions. Lifestyle participants who lost ≥5% of their initial body weight at 6 months and metformin and placebo participants who reported taking ≥80% of their prescribed medication at the 6-month follow-up were defined as adherent.

resultsEleven of 19 clinical variables measured at baseline predicted progression to DM, and 6 of 19 predicted regression to NGR. Compared with adherent placebo participants at lowest risk of developing diabetes, participants at lowest risk of developing diabetes who adhered to a lifestyle intervention had an 8% absolute risk reduction (ARR) of developing diabetes and a 35% greater absolute likelihood of reverting to NGR. Participants at lowest risk of developing diabetes who adhered to a metformin intervention had no reduction in their risk of developing diabetes and a 17% greater absolute likelihood of reverting to NGR. Participants at highest risk of developing DM who adhered to a lifestyle intervention had a 39% ARR of developing diabetes and a 24% greater absolute likelihood of reverting to NGR, whereas those who adhered to the metformin intervention had a 25% ARR of developing diabetes and an 11% greater absolute likelihood of reverting to NGR.

conclusionsUnlike our previous analyses that sought to explain population risk, these analyses evaluate individual risk. The models can be used by overweight and obese adults with fasting hyperglycemia and impaired glucose tolerance to facilitate personalized decision-making by allowing them to explicitly weigh the benefits and feasibility of the lifestyle and metformin interventions.

Indexed as

Life StyleAdultBlood GlucoseBody Mass IndexDiabetes Mellitus, Type 2Disease ProgressionExerciseFemaleGlucose IntoleranceHumansHypoglycemic AgentsMaleMetforminMiddle AgedObesityOverweightBlood GlucoseHypoglycemic AgentsMetformin

Identifiers

PMID29021207
PMCPMC5711336
OpenAlexW2761065987

What OpenQuestion holds

Texttitle and abstract
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.