Association of COVID-19 with diabetes: a systematic review and meta-analysis | Scientific Reports – Nature.com

  • Dong, E., Du, H. & Gardner, L. An interactive web-based dashboard to track COVID-19 in real time. Lancet. Infect. Dis 20(5), 533–534 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Centers for Disease Control and Prevention. Long COVID or Post-COVID Conditions. https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html. Accessed 25 June 2022.

  • Barrett, C. E. et al. Risk for newly diagnosed diabetes >30 days after SARS-CoV-2 infection among persons aged <18 years: United States, March 1, 2020-June 28, 2021. MMWR Morb. Mortal. Wkly. Rep. 71(2), 59–65 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Khunti, K. et al. COVID-19, hyperglycemia, and new-onset diabetes. Diabetes Care 44(12), 2645–2655 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rathmann, W., Kuss, O. & Kostev, K. Incidence of newly diagnosed diabetes after Covid-19. Diabetologia 65(6), 949–954 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rubino, F. et al. New-onset diabetes in covid-19. N. Engl. J. Med. 383(8), 789–790 (2020).

    Article  PubMed  Google Scholar 

  • Singh, A. K. & Khunti, K. COVID-19 and diabetes. Annu. Rev. Med. 73, 129–147 (2022).

    Article  PubMed  Google Scholar 

  • Steenblock, C. et al. COVID-19 and metabolic disease: Mechanisms and clinical management. Lancet Diabetes Endocrinol. 9(11), 786–798 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Xie, Y. & Al-Aly, Z. Risks and burdens of incident diabetes in long COVID: A cohort study. Lancet Diabetes Endocrinol. 10(5), 311–321 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sathish, T., Kapoor, N., Cao, Y., Tapp, R. J. & Zimmet, P. Proportion of newly diagnosed diabetes in COVID-19 patients: A systematic review and meta-analysis. Diabetes Obes. Metab. 23(3), 870–874 (2021).

    Article  CAS  PubMed  Google Scholar 

  • Page, M. J. et al. The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ 372, n71 (2021).

    Article  PubMed  PubMed Central  Google Scholar 

  • Methley, A. M., Campbell, S., Chew-Graham, C., McNally, R. & Cheraghi-Sohi, S. PICO, PICOS and SPIDER: A comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews. BMC Health Serv. Res. 14(1), 1–10 (2014).

    Article  Google Scholar 

  • Wells, G. A. et al. The Newcastle-Ottawa Scale (NOS) for Assessing the Quality of Nonrandomised Studies in Meta-Analyses (Oxford University Press, 2000).

    Google Scholar 

  • Chang, B.-H. & Hoaglin, D. C. Meta-analysis of odds ratios: Current good practices. Med. Care 55(4), 328 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  • DerSimonian, R. & Kacker, R. Random-effects model for meta-analysis of clinical trials: An update. Contemp. Clin. Trials 28(2), 105–114 (2007).

    Article  PubMed  Google Scholar 

  • Higgins, J. P., Thompson, S. G., Deeks, J. J. & Altman, D. G. Measuring inconsistency in meta-analyses. BMJ 327(7414), 557–560 (2003).

    Article  PubMed  PubMed Central  Google Scholar 

  • Egger, M., Smith, G. D., Schneider, M. & Minder, C. Bias in meta-analysis detected by a simple, graphical test. BMJ 315(7109), 629–634 (1997).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Begg, C. B. & Mazumdar, M. Operating characteristics of a rank correlation test for publication bias. Biometrics 50, 1088–1101 (1994).

    Article  CAS  PubMed  MATH  Google Scholar 

  • Wander, P. L. et al. The incidence of diabetes among 2,777,768 veterans with and without recent SARS-CoV-2 infection. Diabetes Care 45(4), 782–788 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Daugherty, S. E. et al. Risk of clinical sequelae after the acute phase of SARS-CoV-2 infection: Retrospective cohort study. BMJ 373, n1098 (2021).

    Article  PubMed  Google Scholar 

  • McKeigue, P. M. et al. Relation of incident type 1 diabetes to recent COVID-19 infection: Cohort study using e-health record linkage in Scotland. Diabetes Care https://doi.org/10.2337/dc22-0385 (2022).

    Article  PubMed  Google Scholar 

  • Qeadan, F. et al. The associations between COVID-19 diagnosis, type 1 diabetes, and the risk of diabetic ketoacidosis: A nationwide cohort from the US using the Cerner Real-World Data. PLoS ONE 17(4), e0266809 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kendall, E. K., Olaker, V. R., Kaelber, D. C., Xu, R. & Davis, P. B. Association of SARS-CoV-2 infection with new-onset type 1 diabetes among pediatric patients from 2020 to 2021. JAMA Netw. Open 5(9), e2233014–e2233014 (2022).

    Article  PubMed  PubMed Central  Google Scholar 

  • Duval, S. & Tweedie, R. Trim and fill: Aa simple funnel-plot–based method of testing and adjusting for publication bias in meta-analysis. Biometrics 56(2), 455–463 (2000).

    Article  CAS  PubMed  MATH  Google Scholar 

  • Viechtbauer, W. & Cheung, M. W. L. Outlier and influence diagnostics for meta-analysis. Res. Synth. Methods 1(2), 112–125 (2010).

    Article  PubMed  Google Scholar 

  • Sterne, J. A., Becker, B. J. & Egger, M. The funnel plot. in Publication Bias in Meta-Analysis: Prevention, Assessment and Adjustments, 75–98 (2005)

  • Patsopoulos, N. A., Evangelou, E. & Ioannidis, J. P. Sensitivity of between-study heterogeneity in meta-analysis: Proposed metrics and empirical evaluation. Int. J. Epidemiol. 37(5), 1148–1157 (2008).

    Article  PubMed  PubMed Central  Google Scholar 

  • Wu, C.-T. et al. SARS-CoV-2 infects human pancreatic & #x3b2; cells and elicits & cell impairment. Cell Metab. 33(8), 1565-1576.e1565 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shaharuddin, S. H. et al. Deleterious effects of SARS-CoV-2 infection on human pancreatic cells. Front. Cell Infect. Microbiol. 11, 678482–678482 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Suresh, V. et al. Tissue distribution of ACE2 protein in syrian golden hamster (Mesocricetus auratus) and its possible implications in SARS-CoV-2 related studies. Front. Pharmacol. 11, 330 (2021).

    Article  Google Scholar 

  • Müller, J. A. et al. SARS-CoV-2 infects and replicates in cells of the human endocrine and exocrine pancreas. Nat. Metab. 3(2), 149–165 (2021).

    Article  PubMed  Google Scholar 

  • Wu, C.-T. et al. SARS-CoV-2 infects human pancreatic β cells and elicits β cell impairment. Cell Metab. 33(8), 1565-1576.e1565 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hyöty, H. & Taylor, K. W. The role of viruses in human diabetes. Diabetologia 45(10), 1353–1361 (2002).

    Article  PubMed  Google Scholar 

  • Pak, C. Y., Eun, H. M., McArthur, R. G. & Yoon, J. W. Association of cytomegalovirus infection with autoimmune type 1 diabetes. Lancet 2(8601), 1–4 (1988).

    Article  CAS  PubMed  Google Scholar 

  • Honeyman, M. C., Stone, N. L. & Harrison, L. C. T-cell epitopes in type 1 diabetes autoantigen tyrosine phosphatase IA-2: Potential for mimicry with rotavirus and other environmental agents. Mol. Med. 4(4), 231–239 (1998).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wang, C. S., Wang, S. T., Yao, W. J., Chang, T. T. & Chou, P. Hepatitis C virus infection and the development of type 2 diabetes in a community-based longitudinal study. Am. J. Epidemiol. 166(2), 196–203 (2007).

    Article  PubMed  Google Scholar 

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