Trial reportThe lancet. Diabetes & endocrinology2025

Long-term effects and effect heterogeneity of lifestyle and metformin interventions on type 2 diabetes incidence over 21 years in the US Diabetes Prevention Program randomised clinical trial.

William C Knowler, Lindsay Doherty, Sharon L Edelstein, Peter H Bennett, Dana Dabelea, Mary Hoskin, Steven E Kahn, Rita R Kalyani, Catherine Kim, F Xavier Pi-Sunyer and 6 more

Erratum issued 2 registry-linked trialsAbstract readRandomized Controlled Trial
In one paragraph

Trial report in The lancet. Diabetes & endocrinology, 2025. The graph read 6 numbers from its abstract, feeding 2 cells of the map, but it casts no vote: the report of the main result of NCT00004992 is not on the map. An erratum has been issued. It reports registered trial NCT00004992. Cited by 20 papers, 1 of them a synthesis that pooled it.

6numbers the graph read from it
0cells of the map it votes in
20citing 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.

Ratios

← favours the treatmentfavours the comparator →
1 · no effect
Diabetes incidence ratemetformin vs placebofavours the treatment · t2dfeeds one cell of the map
IRR 0.830.74 to 0.93
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.
Diabetes incidence rateintensive lifestyle intervention (ILS) vs placebofavours the treatment · t2dfeeds one cell of the map
HR 0.760.68 to 0.85
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.

Differences

← favours the treatmentfavours the comparator →
-2.252.800 · no effect
Diabetes incidence ratemetformin vs placebofavours the treatment · t2dfeeds one cell of the map
Δ -1.17-1.85 to -0.49
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.
Mean diabetes-free survivalintensive lifestyle intervention (ILS) vs placebofavours the treatment · t2dfeeds one cell of the map
Δ 2.001.20 to 2.80
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.
Diabetes incidence rateintensive lifestyle intervention (ILS) vs placebofavours the treatment · t2dfeeds one cell of the map
Δ -1.59-2.25 to -0.93
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.
Mean diabetes-free survivalmetformin vs placebofavours the treatment · t2dfeeds one cell of the map
Δ 1.200.40 to 2.00
During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0.76 [95% CI 0.68 to 0.85], rate difference [RD] -1.59 cases [95% CI -2.25 to -0.93] per 100 person-years) and in the original metformin group (HR 0.83 [0.74 to 0.93], RD -1.17 [-1.85 to -0.49]), with corresponding increases in median diabetes-free survival of 3.5 years and 2.5 years, and mean diabetes-free survival of 2.0 years (95% CI 1.2 to 2.8) and 1.2 years (0.4 to 2.0), respectively.

clause the extractor read what became the number

2 · Its place on the map

Where it lands on the map

Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.

supports the treatmentfavours the comparatorno clear differenceread, but no usable result
3 · What it changes

What it adds to each cell

For every cell the paper feeds: the belief in the claim with and without this paper, and this paper's estimate drawn against every other readable study in the cell. The ringed dot is this paper.

Diet, exercise & lifestyle×all-cause mortality

Does not voteOpen on the map →What to test next →

1 readable study in this cell: 0 favour the treatment, 1 find no difference, 0 favour the comparator.

Belief with this paper
0.25no deciding trial · 0 families support, 0 contradict · against placebo
Without itNot a counted family in this claim, so removing it changes nothing.
← favours the treatmentfavours the comparator →
1 · no effect
This paper’s trial, registry resultNCT00038727 · 2,779 enrolled · 1996
HR 1.020.81 to 1.28

Metformin×all-cause mortality

Does not voteOpen on the map →What to test next →

1 readable study in this cell: 0 favour the treatment, 1 find no difference, 0 favour the comparator.

Belief with this paper
0.25no deciding trial · 0 families support, 0 contradict · against placebo
Without itNot a counted family in this claim, so removing it changes nothing.
← favours the treatmentfavours the comparator →
1 · no effect
This paper’s trial, registry resultNCT00038727 · 2,779 enrolled · 1996
HR 0.990.79 to 1.25
4 · 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.

NCT00004992 phase3completed

Diabetes Prevention Program

Ran1996Enrolled3,234Registered outcomes1Posted comparisons0ConditionsDiabetes Mellitus, Non-Insulin-Dependent, Glucose IntoleranceArmsIntensive lifestyle, Metformin, Placebo
PMID 11832527PMID 16855264other papers from this trial
Open the trial in the graph
NCT00038727 phase3completed

Diabetes Prevention Program Outcomes Study

Ran1996Enrolled2,779Registered outcomes17Posted comparisons2ConditionsCancer, CVD, Diabetes MellitusArmsDPPOS Boost Lifestyle, DPPOS Group Lifestyle, Intensive Lifestyle Group Session, Metformin
PMID 19878986PMID 26377054PMID 11832527other papers from this trial
Open the trial in the graph
5 · Its place in the literature

Who cites it

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

  1. Pooled it
  2. Trial
  3. Review
  4. Review
  5. Review
  6. Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. Article
  12. Review
  13. Review
  14. Review
  15. Article
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  17. Article
  18. Observational
  19. Article
  20. Review
6 · The record

Corrections and comments

7 · Who and what money

Authors and funding

16 authors.

William C KnowlerBiostatistics Center, Milken Institute School of Public Health, George Washington University, Rockville, MD, USA. Electronic address: dppmail@bsc.gwu.edu.
Lindsay DohertyBiostatistics Center, Milken Institute School of Public Health, George Washington University, Rockville, MD, USA.
Sharon L EdelsteinBiostatistics Center, Milken Institute School of Public Health, George Washington University, Rockville, MD, USA.
Peter H BennettNational Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA.
Dana DabeleaLifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Mary HoskinNational Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA.
Steven E KahnDepartment of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, WA, USA.
Rita R KalyaniDivision of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Catherine KimDepartment of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA.
F Xavier Pi-SunyerDepartments of Medicine and Epidemiology, Columbia University Irving Medical Center, New York, NY, USA.
Sridharan RaghavanDepartment of Medicine, VA Eastern Colorado Health Care System and University of Colorado School of Medicine, Aurora, CO, USA.
Vallabh O ShahSchool of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA.
Marinella TemprosaDepartment of Biostatistics and Bioinformatics and Biostatistics Center, Milken Institute School of Public Health, George Washington University, Rockville, MD, USA.
Elizabeth M VendittiDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
David M NathanDiabetes Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
DPP/DPPOS Research Group

Funding

PRIMARY PREVENTION TRIAL--DATA COORDINATING CENTERU01DK048489 · NIDDK · GEORGE WASHINGTON UNIVERSITY · PI JABLONSKI, KATHLEEN ANN, TEMPROSA, MARINELLA · 1994 to 2021
$84.8M
Physical activity, physical function, and frailty in relation to cognitive impairment and AD/ADRD biomarkers in DPPOSU19AG078558 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Jose Alejandro Luchsinger, DAVID M NATHAN · 2022 to 2026
$82.5M
Why is the prevalence of obesity so high in U.S. Southern States? Regional predictors of BMI and obesity treatment response.P30DK056336 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI James O Hill · 2000 to 2026
$31.9M
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
PRIMARY PREVENTION TRIALU01DK048387 · NIDDK · MEDSTAR RESEARCH INSTITUTE · PI MAGEE, MICHELLE FISCHMANN · 1994 to 2022
$11.1M
TITLE OMITTEDU01DK048349 · NIDDK · YESHIVA UNIVERSITY · PI CRANDALL, JILL P · 1994 to 2021
$11.0M
PRIMARY PREVENTION TRIALU01DK048443 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI WATSON, KAROL E · 1994 to 2021
$10.2M
Post-DPP Follow-up StudyU01DK048375 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI DABELEA, DANA · 1994 to 2022
$10.0M
NIA NIH HHS U19 AG078558NIDDK NIH HHS P30 DK056336NIDDK NIH HHS U01 DK048339NIDDK NIH HHS U01 DK048349NIDDK NIH HHS U01 DK048375NIDDK NIH HHS U01 DK048377NIDDK NIH HHS U01 DK048380NIDDK NIH HHS U01 DK048381NIDDK NIH HHS U01 DK048387NIDDK NIH HHS U01 DK048397NIDDK NIH HHS U01 DK048400NIDDK NIH HHS U01 DK048404NIDDK NIH HHS U01 DK048406NIDDK NIH HHS U01 DK048407NIDDK NIH HHS U01 DK048411NIDDK NIH HHS U01 DK048412NIDDK NIH HHS U01 DK048413NIDDK NIH HHS U01 DK048434NIDDK NIH HHS U01 DK048437NIDDK NIH HHS U01 DK048443NIDDK NIH HHS U01 DK048468NIDDK NIH HHS U01 DK048485NIDDK NIH HHS U01 DK048489NIDDK NIH HHS U01 DK048514
8 · The paper itself

Abstract

The marked sentences are the ones the graph read a number from.

backgroundIn the US Diabetes Prevention Program (DPP), a 3-year randomised clinical trial in 3234 adults with prediabetes, type 2 diabetes incidence was reduced by 58% with intensive lifestyle intervention (ILS) and by 31% with metformin, compared with placebo. We sought to assess the long-term effects and potential heterogeneity of treatment effects over approximately 21 years of follow-up.

methodsThe DPP trial was continued with protocol modifications as the DPP Outcomes Study (DPPOS). In the DPPOS, placebo was discontinued, metformin (850 mg twice a day as tolerated) was continued after unmasking, and group-based booster intervention classes were offered to the ILS group twice a year; additionally, all participants were offered group-based lifestyle intervention four times a year. The prespecified primary outcome during DPP and DPPOS was diabetes incidence defined by American Diabetes Association criteria. The DPPOS protocol specified continued diabetes incidence as an outcome; Feb 23, 2020, was chosen as the closing date for the present analysis, as a date prior to the COVID-19 pandemic, which caused major disruptions in clinic visits and complicated longitudinal data analyses. We assessed long-term persistence of intervention effects on diabetes incidence, and heterogeneity of effects in subgroups defined by baseline diabetes risk factors. Follow-up is reported for the combined study from July 31, 1996, to Feb 23, 2020, and analysis was by intention to treat. The trial is registered with ClinicalTrials.gov, NCT00004992 (DPP) and NCT00038727 (DPPOS); follow-up is ongoing but the trial is closed to enrolment except for previous DPP participants.

findings3195 participants originally enrolled in the DPP were included in the present analyses. This population comprised 2171 (67·9%) female participants and 1024 (32·1%) male participants, with a mean baseline age of 50·6 years (SD 10·7). Individual follow-up times ranged from 0·2 to 23·2 years (median 8·0 years [IQR 3·0 to 18·0]); remaining numbers at risk decreased sharply after 21 years because of administrative censoring and thus follow-up was considered to represent a 21-year period. During follow-up, compared with placebo, diabetes incidence rate was reduced in the original ILS group (hazard ratio [HR] 0·76 [95% CI 0·68 to 0·85], rate difference [RD] -1·59 cases [95% CI -2·25 to -0·93] per 100 person-years) and in the original metformin group (HR 0·83 [0·74 to 0·93], RD -1·17 [-1·85 to -0·49]), with corresponding increases in median diabetes-free survival of 3·5 years and 2·5 years, and mean diabetes-free survival of 2·0 years (95% CI 1·2 to 2·8) and 1·2 years (0·4 to 2·0), respectively. The diabetes cumulative incidence curves separated early, especially in the first 3 years, with lower incidence rates in the metformin and ILS groups than in the placebo group. The metformin and ILS curves progressively converged with longer follow-up. The overall treatment effects appeared to result from large early effects during the DPP. Absolute intervention effects, measured as RDs versus placebo, were greater with ILS in participants with higher values for baseline fasting glucose, HbA

interpretationThe large initial intervention effects seen in the DPP trial were followed by sustained reductions in cumulative diabetes incidence for 21 years. Intervention effects were heterogeneous according to some baseline variables. These findings could guide precision interventions to help address the current type 2 diabetes epidemic.

fundingUS National Institute of Diabetes and Digestive and Kidney Diseases and other agencies. TRANSLATION: For the Spanish translation of the abstract see Supplementary Materials section.

Indexed as

Diabetes Mellitus, Type 2Hypoglycemic AgentsLife StyleMetforminPrediabetic StateAdultAgedFemaleFollow-Up StudiesHumansIncidenceMaleMiddle AgedUnited StatesHypoglycemic AgentsMetformin

Identifiers

PMID40311647
PMCPMC12414453

What OpenQuestion holds

Texttitle and abstract
LicenceTDM
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 OpenQuestion graph.