Evidence map›Paper›PMID 36098658›Full record

ArticleDiabetes care2022

Risk Factors for the Development of Retinopathy in Prediabetes and Type 2 Diabetes: The Diabetes Prevention Program Experience.

Neil H White, Qing Pan, William C Knowler, Emily B Schroeder, Dana Dabelea, Emily Y Chew, Barbara Blodi, Ronald B Goldberg, Xavier Pi-Sunyer, Christine Darwin and 3 more

Open access · bronzeAbstract read
In one paragraph

Article in Diabetes care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
5.5field-weighted citation impact, top 3% 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

23 citing papers in PubMed, 29 citations in OpenAlex.

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  16. Diabetic Retinopathy during pregnancy in Hispanic women with latent Toxoplasma gondii infection.European journal of obstetrics, gynecology, and reproductive biology · 2024
    Article
  17. Article
  18. Review
  19. Article
  20. Frontiers in diabetic retinal disease.Journal of diabetes and its complications · 2023
    Review
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 at 10 institutions in 2 countries.

Neil H WhiteDepartment of Pediatrics, Washington University in St. Louis School of Medicine, St. Louis, MO.
Qing PanThe Biostatistics Center, Milken Institute School of Public Health, George Washington University, Rockville, MD.
William C KnowlerNational Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ.
Emily B SchroederParkview Health, Fort Wayne, IN.
Dana DabeleaColorado School of Public Health, Anschutz Medical Campus, Aurora, CO.
Emily Y ChewDivision of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, MD.
Barbara BlodiWisconsin Reading Center, Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI.
Ronald B GoldbergDiabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL.ORCID 0000-0003-0924-1110
Xavier Pi-SunyerColumbia University Irving Medical Center, New York, NY.
Christine DarwinDepartment of Medicine/Endocrinology Diabetes, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA.
Mathias SchlöglUniversity Clinic for Acute Geriatric Care, City Hospital Waid Zurich, Zurich, Switzerland.
David M NathanDiabetes Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA.ORCID 0000-0003-1253-0490
Diabetes Prevention Program Outcome Study (DPPOS) Research Group
Harvard University · USNational Institutes of Health · USColorado School of Public Health · USUniversity of Miami · USUniversity of California, Los Angeles · USMilken Institute · USColumbia University Irving Medical Center · USParkview Health · USStadtspital Waid · CHWashington University in St. Louis · US

Funding

PRIMARY PREVENTION TRIAL--DATA COORDINATING CENTERU01DK048489 · NIDDK · GEORGE WASHINGTON UNIVERSITY · PI JABLONSKI, KATHLEEN ANN, TEMPROSA, MARINELLA · 1994 to 2021
$84.8M
Pilot and Feasibility ProgramP30DK020595 · NIDDK · UNIVERSITY OF CHICAGO · PI Matthew J Brady · 2013 to 2026
$20.9M
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
Post-Diabetes Prevention Program (DPP)U01DK048381 · NIDDK · UNIVERSITY OF CHICAGO · PI EHRMANN, DAVID A · 1994 to 2021
$9.6M
NCRR NIH HHS M01 RR016587NIDDK NIH HHS P30 DK020595NIDDK 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
6 · The paper itself

Abstract

objectiveTo determine glycemic and nonglycemic risk factors that contribute to the presence of diabetic retinopathy (DR) before and after the onset of type 2 diabetes (T2D). RESEARCH DESIGN AND

methodsDuring the Diabetes Prevention Program (DPP) and DPP Outcome Study (DPPOS), we performed fundus photography over time in adults at high risk for developing T2D, including after they developed diabetes. Fundus photographs were graded using the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system, with DR defined as typical lesions of DR (microaneurysms, exudates, hemorrhage, or worse) in either eye.

resultsBy DPPOS year 16 (∼20 years after random assignment into DPP), 24% of 1,614 participants who had developed T2D and 14% of 885 who remained without diabetes had DR. In univariate analyses, using results from across the entire duration of follow-up, American Indian race was associated with less frequent DR compared with non-Hispanic White (NHW) race, and higher HbA1c, fasting and 2-h plasma glucose levels during an oral glucose tolerance test, weight, and history of hypertension, dyslipidemia, and smoking, but not treatment group assignment, were associated with more frequent DR. On multivariate analysis, American Indian race was associated with less DR compared with NHW (odds ratio [OR] 0.36, 95% CI 0.20-0.66), and average HbA1c was associated with more DR (OR 1.92, 95% CI 1.46-1.74 per SD [0.7%] increase in HbA1c).

conclusionsDR may occur in adults with prediabetes and early in the course of T2D. HbA1c was an important risk factor for the development of DR across the entire glycemic range from prediabetes to T2D.

Indexed as

Diabetes Mellitus, Type 2Diabetic RetinopathyPrediabetic StateAdultBlood GlucoseGlycated HemoglobinHumansRisk FactorsBlood GlucoseGlycated Hemoglobin

Identifiers

PMID36098658
PMCPMC9679265
OpenAlexW4295423239

What OpenQuestion holds

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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.