Evidence map›Paper›PMID 29936529›Full record

Observational studyJAMA2018

Association of Initiation of Basal Insulin Analogs vs Neutral Protamine Hagedorn Insulin With Hypoglycemia-Related Emergency Department Visits or Hospital Admissions and With Glycemic Control in Patients With Type 2 Diabetes.

Kasia J Lipska, Melissa M Parker, Howard H Moffet, Elbert S Huang, Andrew J Karter

Open access · bronzeAbstract readComparative StudyObservational Study
In one paragraph

Observational study in JAMA, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 2 pooled it
8.5field-weighted citation impact, top 2% 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

35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 74 citations in OpenAlex.

  1. American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2022
    Guideline
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Kasia J LipskaSection of Endocrinology, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut.
Melissa M ParkerDivision of Research, Kaiser Permanente of Northern California, Oakland.
Howard H MoffetDivision of Research, Kaiser Permanente of Northern California, Oakland.
Elbert S HuangDepartment of Medicine, University of Chicago, Chicago, Illinois.
Andrew J KarterDivision of Research, Kaiser Permanente of Northern California, Oakland.
Kaiser Permanente · USUniversity of Chicago · USYale University · US

Funding

Yale Study Support Suite (YES3): Dashboard and Web Portal Software Supporting Research Workflow through integrated, customizable REDCap External ModulesP30AG021342 · NIA · YALE UNIVERSITY · PI Thomas Michael Gill · 2002 to 2026
$37.9M
Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI MILDA Renne SAUNDERS · 2011 to 2026
$10.0M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
Diabetes and Aging in a Multi-Ethnic PopulationR01DK081796 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI HUANG, ELBERT S., KARTER, ANDREW JOHN · 2009 to 2013
$2.9M
Severe Hypoglycemia: Ascertainment, Surveillance and PharmacovigilanceR01DK103721 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI KARTER, ANDREW JOHN · 2015 to 2018
$2.2M
Research and Mentorship in Medical Decision Making in DiabetesK24DK105340 · NIDDK · UNIVERSITY OF CHICAGO · PI HUANG, ELBERT S. · 2015 to 2019
$884k
Predicting Severe Hypoglycemia among Older Adults with DiabetesK23AG048359 · NIA · YALE UNIVERSITY · PI LIPSKA, KASIA JOANNA · 2014 to 2018
$778k
Preferences, Management, and Outcomes in the Oldest Patients with DiabetesR56AG051683 · NIA · KAISER FOUNDATION RESEARCH INSTITUTE · PI HUANG, ELBERT S., KARTER, ANDREW JOHN · 2016 to 2016
$773k
NIA NIH HHS K23 AG048359NIA NIH HHS P30 AG021342NIA NIH HHS R56 AG051683NIDDK NIH HHS K24 DK105340NIDDK NIH HHS P30 DK092924NIDDK NIH HHS P30 DK092949NIDDK NIH HHS R01 DK081796NIDDK NIH HHS R01 DK103721
6 · The paper itself

Abstract

Importance: In clinical trials of patients with type 2 diabetes, long-acting insulin analogs modestly reduced the risk of nocturnal hypoglycemia compared with human neutral protamine Hagedorn (NPH) insulin, but cost 2 to 10 times more. Outcomes in clinical practice may differ from trial results. Objective: To compare the rates of hypoglycemia-related emergency department (ED) visits or hospital admissions associated with initiation of long-acting insulin analogs vs human NPH insulin in patients with type 2 diabetes. Design, Setting, and Participants: A retrospective observational study using data from Kaiser Permanente of Northern California from January 1, 2006, through September 30, 2015. Patients with type 2 diabetes who initiated a long-acting insulin analog or NPH insulin were included and censored at death, loss of health plan coverage, change in insulin treatment, or study end on September 30, 2015. Exposure: Initiation of basal insulin analogs (glargine or detemir) vs NPH insulin. Main Outcomes and Measures: The primary outcome was the time to a hypoglycemia-related ED visit or hospital admission and the secondary outcome was the change in hemoglobin A1c level within 1 year of insulin initiation. Results: There were 25 489 patients with type 2 diabetes who initiated basal insulin therapy (mean age, 60.2 [SD, 11.8] years; 51.9% white; 46.8% female). During a mean follow-up of 1.7 years, there were 39 hypoglycemia-related ED visits or hospital admissions among 1928 patients who initiated insulin analogs (11.9 events [95% CI, 8.1 to 15.6] per 1000 person-years) compared with 354 hypoglycemia-related ED visits or hospital admissions among 23 561 patients who initiated NPH insulin (8.8 events [95% CI, 7.9 to 9.8] per 1000 person-years) (between-group difference, 3.1 events [95% CI, -1.5 to 7.7] per 1000 person-years; P = .07). Among 4428 patients matched by propensity score, the adjusted hazard ratio was 1.16 (95% CI, 0.71 to 1.78) for hypoglycemia-related ED visits or hospital admissions associated with insulin analog use. Within 1 year of insulin initiation, hemoglobin A1c level decreased from 9.4% (95% CI, 9.3% to 9.5%) to 8.2% (95% CI, 8.1% to 8.2%) after initiation of insulin analogs and from 9.4% (95% CI, 9.3% to 9.5%) to 7.9% (95% CI, 7.9% to 8.0%) after initiation of NPH insulin (adjusted difference-in-differences for glycemic control, -0.22% [95% CI, -0.09% to -0.37%]). Conclusions and Relevance: Among patients with type 2 diabetes, initiation of a basal insulin analog compared with NPH insulin was not associated with a reduced risk of hypoglycemia-related ED visits or hospital admissions or with improved glycemic control. These findings suggest that the use of basal insulin analogs in usual practice settings may not be associated with clinical advantages for these outcomes.

Indexed as

AdultAgedBlood GlucoseDiabetes Mellitus, Type 2Emergency Service, HospitalFemaleHospitalizationHumansHypoglycemiaHypoglycemic AgentsInsulin DetemirInsulin GlargineInsulin, IsophaneMaleMiddle AgedRetrospective StudiesBlood GlucoseHypoglycemic AgentsInsulin DetemirInsulin GlargineInsulin, Isophane

Identifiers

PMID29936529
PMCPMC6134432
OpenAlexW2808944450

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.