Evidence mapPaperPMID 35504696Full record

ArticleBMJ open diabetes research & care2022

Trends in glycemic control in patients with insulin therapy compared with non-insulin or no drugs in type 2 diabetes in Japan: a long-term view of real-world treatment between 2002 and 2018 (JDDM 66).

Hiroki Yokoyama, Shin-Ichi Araki, Katsuya Yamazaki, Koichi Kawai, Shin-Ichiro Shirabe, Mariko Oishi, Azuma Kanatsuka, Noriharu Yagi, Daijiro Kabata, Ayumi Shintani and 2 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in BMJ open diabetes research & care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
1.8field-weighted citation impact, top 13% 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

13 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
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  4. Review
  5. Article
  6. Continuous Glucose Monitoring in Individuals With Type 2 Diabetes: A Quality Improvement Program.Clinical diabetes : a publication of the American Diabetes Association · 2025
    Review
  7. Article
  8. Burden of Current Insulin Therapy and Expectations for Future Insulin Therapy: Results from INBEING, a Web-Based Survey in Japan.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024
    Article
  9. Article
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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

12 authors at 7 institutions in 1 country.

Hiroki YokoyamaJiyugaoka Medical Clinic Internal Medicine, Obihiro, Japan dryokoyama@yokoyamanaika.com.ORCID 0000-0003-1602-4050
Shin-Ichi ArakiDepartment of Internal Medicine, Division of Nephrology, Wakayama Medical University, Wakayama, Japan.
Katsuya YamazakiKawai Clinic, Tsukuba, Japan.
Koichi KawaiKawai Clinic, Tsukuba, Japan.
Shin-Ichiro ShirabeHEC Science Clinic, Yokohama, Japan.
Mariko OishiOishi Clinic, Kyoto, Japan.
Azuma KanatsukaChiba Central Medical Center, Chiba, Japan.
Noriharu YagiYagi Medical Clinic, Okinawa, Japan.
Daijiro KabataDepartment of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan.
Ayumi ShintaniDepartment of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan.
Hiroshi MaegawaDepartment of Medicine, Shiga University of Medical Science, Otsu, Japan.
JDDM study group
Osaka City University · JPTsukuba Medical Center Hospital · JPHoshigaoka Medical Center · JPShiga University of Medical Science · JPTeikyo University Chiba Medical Center · JPTochigi Medical Center · JPWakayama Medical University · JP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionWe investigated trends in the proportion of diabetes treatment and glycemic control, which may be altered by recent advances in insulin and non-insulin drugs, in Japanese patients with type 2 diabetes. RESEARCH DESIGN AND

methodsA serial cross-sectional study was performed using a multicenter large-population database from the Japan Diabetes Clinical Data Management study group. Patients with type 2 diabetes who attended clinics belonging to the study group between 2002 and 2018 were included to examine trends in glycated hemoglobin A1c (HbA1c) by treatment group using multivariable non-linear regression model.

resultsThe proportion of patients with insulin only decreased from 15.0% to 3.6%, patients with insulin+non-insulin drugs increased from 8.1% to 15.1%, patients with non-insulin drugs increased from 50.8% to 67.0%, and those with no drugs decreased from 26.1% to 14.4% from 2002 to 2018, respectively. The HbA1c levels of each group, except for no drugs, continued to decrease until 2014 (unadjusted mean HbA1c (%) from 2002 to 2014: from 7.89 to 7.45 for insulin only, from 8.09 to 7.63 for insulin+non-insulin, and from 7.51 to 6.98 for non-insulin) and remained unchanged thereafter. Among insulin-treated patients, use of human insulin decreased, use of long-acting analog insulin increased, and concomitant use of non-insulin drugs increased (from 35.1% in 2002 to 80.9% in 2018), which included increased use of dipeptidyl peptidase 4 inhibitors, sodium-glucose cotransporter 2 inhibitors, and glucagon-like peptide 1 receptor agonists, and the persistently high use of metformin.

conclusionsDuring the past two decades, combined use of insulin and non-insulin drugs increased and glycemic control improved and leveled off after 2014 in Japanese patients with type 2 diabetes. Further studies of the trend in association with age and factors related to metabolic syndrome are necessary to investigate strategies aiming at personalized medicine in diabetes care.

Indexed as

Diabetes Mellitus, Type 2InsulinCross-Sectional StudiesGlycated HemoglobinGlycemic ControlHumansHypoglycemic AgentsInsulin, Regular, HumanJapanGlycated HemoglobinHypoglycemic AgentsInsulinInsulin, Regular, Humandiabetes mellitus, type 2drug therapyinsulin

Identifiers

PMID35504696
PMCPMC9066475
OpenAlexW4225404527

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.