Evidence map›Paper›PMID 33310127›Full record

SynthesisDiabetes research and clinical practice2021

High admission blood glucose independently predicts poor prognosis in COVID-19 patients: A systematic review and dose-response meta-analysis.

Gilbert Lazarus, Jessica Audrey, Vincent Kharisma Wangsaputra, Alice Tamara, Dicky L Tahapary

Registry-linked trialOpen access · bronzeAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Diabetes research and clinical practice, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05102708 (Study of COVID-19 Prognostic Factors in Hospitalized Patients), which is not on this map. Cited by 43 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed, 2 pooled it
1.6field-weighted citation impact, top 9% 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.

NCT05102708 completednot on this map

Study of COVID-19 Prognostic Factors in Hospitalized Patients

TypeobservationalSponsorFundació Institut de Recerca de l'Hospital de la Santa Creu i Sant PauRan2021 to 2022Enrolled3,725ConditionsCOVID-19ArmsPrognostic factors of severe COVID-19
3 · Its place in the literature

Who cites it

43 citing papers in PubMed, 2 syntheses or guidelines pooled it, 76 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Observational
  4. Article
  5. Article
  6. Article
  7. Longitudinal Evaluation of Metabolic Benefits of Inactivated COVID-19 Vaccination in Diabetic Patients in Tianjin, China.Medical science monitor : international medical journal of experimental and clinical research · 2025
    Article
  8. Review
  9. Article
  10. Article
  11. Review
  12. Review
  13. Article
  14. Observational
  15. Article
  16. Article
  17. Observational
  18. J-shaped associations and joint effects of fasting glucose with inflammation and cytokines on COVID-19 mortality.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2022
    Article
  19. COVID-19 induced Diabetes: A novel presentation.Diabetes research and clinical practice · 2022
    Review
  20. 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

5 authors at 2 institutions in 1 country.

Gilbert LazarusFaculty of Medicine, Universitas Indonesia, Jakarta, Indonesia. Electronic address: gilbert.lazarus@ui.ac.id.
Jessica AudreyFaculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Vincent Kharisma WangsaputraFaculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Alice TamaraFaculty of Medicine, Universitas Indonesia, Jakarta, Indonesia; Metabolic, Cardiovascular and Aging Cluster, The Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Dicky L TahaparyDivision of Endocrinology and Metabolism, Department of Internal Medicine, Dr. Cipto Mangunkusumo General Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia; Metabolic, Cardiovascular and Aging Cluster, The Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia. Electronic address: dicky.tahapary@ui.ac.id.
University of Indonesia · IDRumah Sakit Umum Pusat Nasional Dr. Cipto Mangunkusumo · ID

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsTo investigate the prognostic value of admission blood glucose (BG) in predicting COVID-19 outcomes, including poor composite outcomes (mortality/severity), mortality, and severity.

methodsEligible studies evaluating the association between admission fasting BG (FBG) and random BG (RBG) levels with COVID-19 outcomes were included and assessed for risk of bias with the Quality in Prognosis Studies tool. Random-effects dose-response meta-analysis was conducted to investigate potential linear or non-linear exposure-response gradient.

resultsThe search yielded 35 studies involving a total of 14,502 patients. We discovered independent association between admission FBG and poor COVID-19 prognosis. Furthermore, we demonstrated non-linear relationship between admission FBG and severity (P

conclusionHigh admission FBG level independently predicted poor COVID-19 prognosis. Further research to confirm the prognostic value of admission RBG and to ascertain the estimated dose-response risk between admission FBG and COVID-19 severity are required.

Indexed as

Blood GlucoseCOVID-19Diabetes MellitusHumansHyperglycemiaPrognosisRisk FactorsSARS-CoV-2Survival RateBlood GlucoseBlood glucoseCOVID-19FastingPatient admissionPrognosis

Identifiers

PMID33310127
PMCPMC7725108
OpenAlexW3112250983

What Socratic holds

Textmetadata
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 Socratic graph.