Cited by 69Diabetes Management and ResearchDiabetes Treatment and ManagementDiabetes, Cardiovascular Risks, and Lipoproteins

Long-term glycemic variability and risk of adverse health outcomes in patients with diabetes: A systematic review and meta-analysis of cohort studies

Chen, Junxiang, Yi, Qian, Wang, Yuxiang, Wang, Jingyi, Yu, Hancheng, Zhang, Jijuan, Hu, Mengyan, Xu, Jiajing +14 more·2022·Diabetes Research and Clinical Practice

Abstract

Aims To quantify associations of different metrics of long-term glycemic variability (GV) with multiple adverse diabetes-related outcomes. Methods We searched PubMed and Embase from database inception to 23 August 2021. GV was based on measurements of HbA1c or fasting plasma glucose (FPG) and calculated by standard deviation (SD), coefficient of variance (CV) or other metrics. Outcomes included mortality, cardiovascular disease (CVD), renal disease, peripheral neuropathy, retinopathy, dementia and cancer. Random-effects meta-analyses were adopted to pool the relative risks (RRs). Results Seventy-five articles with 2,051,701 participants were included. When comparing top with bottom quartiles, HbA1c variabilities were associated with all-cause mortality (RR CV = 1.63, 95 % CI 1.37-1.92; RR SD = 1.87, 1.55-2.26), CVD (RR CV = 1.38, 1.07-1.78; RR SD = 1.34, 1.12-1.59), renal disease (RR CV = 1.43, 1.18-1.74; RR SD = 1.44, 1.24-1.67), and peripheral neuropathy (RR CV = 1.84, 1.40-2.43; RR SD = 1.98, 1.51-2.61), but not retinopathy. FPG variabilities were associated with all-cause mortality (RR CV = 1.59, 1.43-1.78; RR SD = 1.67, 1.26-2.20), renal disease (RR CV = 1.77, 1.32-2.38), and retinopathy (RR CV = 1.92, 1.10-3.35), but not CVD and peripheral neuropathy. Associations of GV with Alzheimer's disease (RR HbA1c-CV = 1.38, 1.13-1.70; RR FPG-CV = 1.32, 1.07-1.63) and cancer (RR HbA1c-SD = 2.19, 1.52-3.17; RR FPG-CV = 3.64, 2.21-5.98) were each found significant in one study. Con…

Integrity signals

Registry

Crossref · 10.1016/j.diabres.2022.110085

Cites

0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Glycaemic variability is associated with both microvascular and macrovascular complications, with reduced quality of life, and increasing the psychological burden of diabetes management.

    “This glycaemic variability, is associated with both microvascular and macrovascular complications, with reduced quality of life, and increasing in the psychological burden of diabetes management [98–100].”

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Chen, J., Yi, Q., Wang, Y., Wang, J., Yu, H., Zhang, J., Hu, M., Xu, J., Wu, Z., Hou, L., Zhang, Z., Zhang, Y., Wang, Y., Tu, Z., Yang, K., Guo, K., Zhou, Y., Geng, T., Pan, X., Liu, G., Song, P., & Pan, A.
Affiliations
  • Huazhong University of Science and Technology (CN)
  • Zhejiang University (CN)
  • Hubei University of Medicine (CN)
  • Women's Hospital, School of Medicine, Zhejiang University (CN)
Corresponding author
  • Chen, Junxiang
  • Wang, Yuxiang
  • Wang, Jingyi
  • Yu, Hancheng
  • Zhang, Jijuan
  • Hu, Mengyan
  • Xu, Jiajing
  • Wu, Zixuan
  • Hou, Leying
  • Zhang, Zhe
  • Zhang, Yanbo
  • Wang, Yi
  • Yang, Kun
  • Guo, Kunquan
  • Zhou, Yanfeng
  • Geng, Tingting
  • Liu, Gang
  • Song, Peige
  • Pan, An
Venue
Diabetes Research and Clinical Practice
Publisher
Elsevier BV
Published
2022-10
Volume
192
Pages
110085
ISSN
0168-8227 (ISSN-L)
OpenAlex
W4296142887
Cited by
69
References
35
Citations by year
2026: 13 · 2025: 19 · 2024: 15 · 2023: 20 · 2022: 1
FWCI
1.95
Type
journal article
Language
en
Open access
closed
Locations
  • Diabetes Research and Clinical Practice (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • National Natural Science Foundation of China (81930124, 82021005)
  • Science and Technology Commission of Shanghai Municipality (2017SHZDZX01)
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
Keywords
glycemic variability, diabetes mellitus, HbA1c variability, coefficient of variation, standard deviation, all-cause mortality, cardiovascular disease, diabetic nephropathy, diabetic retinopathy, diabetic peripheral neuropathy, Alzheimer's disease, cancer risk, adverse health effects, long-term glycemic control, retinopathy risk factors, dementia risk
MeSH terms
Blood Glucose, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Glycated Hemoglobin, Humans, Cohort Studies, Outcome Assessment, Health Care

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review