Skip to main content

Advertisement

Log in

Global burden of MDR-TB and XDR-TB attributable to high fasting plasma glucose from 1990 to 2019: a retrospective analysis based on the global burden of disease study 2019

  • Original Article
  • Published:
European Journal of Clinical Microbiology & Infectious Diseases Aims and scope Submit manuscript

Abstract

Purpose

High fasting plasma glucose (HFPG) has been identified as a risk factor for drug-resistant tuberculosis incidence and mortality. However, the epidemic characteristics of HFPG-attributable multidrug-resistant tuberculosis (MDR-TB) and extensively drug-resistant tuberculosis (XDR-TB) remain unclear. We aimed to analyze the global spatial patterns and temporal trends of HFPG-attributable MDR-TB and XDR-TB from 1990 to 2019.

Methods

Utilizing data from the Global Burden of Disease 2019 project, annual deaths and disability-adjusted life years (DALYs) of HFPG-attributable MDR-TB and XDR-TB were conducted from 1990 to 2019. Joinpoint regression was employed to quantify trends over time.

Results

From 1990 to 2019, the deaths and DALYs due to HFPG-attributable MDR-TB and XDR-TB globally showed an overall increasing trend, with a significant increase until 2003 to 2004, followed by a gradual decline or stability thereafter. The low sociodemographic index (SDI) region experienced the most significant increase over the past 30 years. Regionally, Sub-Saharan Africa, Central Asia and Oceania remained the highest burden. Furthermore, there was a sex and age disparity in the burden of HFPG-attributable MDR-TB and XDR-TB, with young males in the 25–34 age group experiencing higher mortality, DALYs burden and a faster increasing trend than females. Interestingly, an increasing trend followed by a stable or decreasing pattern was observed in the ASMR and ASDR of HFPG-attributable MDR-TB and XDR-TB with SDI increasing.

Conclusion

The burden of HFPG-attributable MDR-TB and XDR-TB rose worldwide from 1990 to 2019. These findings emphasize the importance of routine bi-directional screening and integrated management for drug-resistant TB and diabetes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Data availability

The datasets generated and/or analyzed during the current study are available in the [Global Health Data Exchange GBD Results Tool] repository, [http://ghdx.healthdata.org/gbd-results-tool].

References

  1. Dheda K, Barry CE 3rd, Maartens G (2016) Tuberculosis Lancet 387(10024):1211–1226

    PubMed  Google Scholar 

  2. World Health Organization (2022) Global tuberculosis report 2022. Geneva: World health organization. licence: cc bY-Nc-sa 3.0 iGo. https://iris.who.int/bitstream/handle/10665/363752/9789240061729-eng.pdf?sequence=1

  3. World Health Organization (2012) Drug-resistant tuberculosis. https://www.who.int/news/item/13-01-2012-drug-resistant-tuberculosis

  4. GBD 2019 Tuberculosis Collaborators (2022) Global, regional, and national sex differences in the global burden of tuberculosis by HIV status, 1990–2019: results from the global burden of disease study 2019. Lancet Infect Dis 22(2):222–241. https://doi.org/10.1016/S1473-3099(21)00449-7

  5. Magee MJ, Blumberg HM, Narayan KM (2011) Commentary: Co-occurrence of tuberculosis and diabetes: new paradigm of epidemiological transition. Int J Epidemiol 40(2):428–431

    PubMed  Google Scholar 

  6. World Health Organization (2022) Rapid communication: Key changes to treatment of multidrug- and rifampicin-resistant tuberculosis. WHO/UCN/TB/2022.2. Licence: CC BY-NC-SA 3.0 IGO. https://iris.who.int/bitstream/handle/10665/353743/WHO-UCN-TB-2022.2-eng.pdf?sequence=1

  7. Ahmad E, Lim S, Lamptey R, Webb DR, Davies MJ (2022) Type 2 diabetes. Lancet 400(10365):1803–1820

    PubMed  Google Scholar 

  8. Saeedi P, Petersohn I, Salpea P, Malanda B, Karuranga S, Unwin N, Colagiuri S, Guariguata L, Motala AA, Ogurtsova K, Shaw JE, Bright D, Williams R (2019) Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9(th) edition. Diabetes Res Clin Pract 157:107843

    PubMed  Google Scholar 

  9. Riza AL, Pearson F, Ugarte-Gil C, Alisjahbana B, van de Vijver S, Panduru NM, Hill PC, Ruslami R, Moore D, Aarnoutse R, Critchley JA, van Crevel R (2014) Clinical management of concurrent diabetes and tuberculosis and the implications for patient services. Lancet Diabetes Endocrinol 2(9):740–753

    PubMed  PubMed Central  Google Scholar 

  10. Lu P, Zhang Y, Liu Q, Ding X, Kong W, Zhu L, Lu W (2021) Association of BMI, diabetes, and risk of tuberculosis: a population-based prospective cohort. Int J Infect Dis 109:168–173

    PubMed  Google Scholar 

  11. van Crevel R, Dockrell HM (2014) TANDEM: understanding diabetes and tuberculosis. Lancet Diabetes Endocrinol 2(4):270–272

    PubMed  Google Scholar 

  12. Ruesen C, Chaidir L, Ugarte-Gil C, van Ingen J, Critchley JA, Hill PC, Ruslami R, Santoso P, Huynen MA, Dockrell HM, Moore DAJ, Alisjahbana B, van Crevel R (2020) Diabetes is associated with genotypically drug-resistant tuberculosis. Eur Respir J 55(3):1901891

    CAS  PubMed  Google Scholar 

  13. Baker MA, Harries AD, Jeon CY, Hart JE, Kapur A, Lönnroth K, Ottmani SE, Goonesekera SD, Murray MB (2011) The impact of diabetes on tuberculosis treatment outcomes: a systematic review. BMC Med 9:81

    PubMed  PubMed Central  Google Scholar 

  14. Asadollahi K, Beeching N, Gill G (2007) Hyperglycaemia and mortality. J R Soc Med 100(11):503–507

    PubMed  PubMed Central  Google Scholar 

  15. Liang R, Feng X, Shi D, Yang M, Yu L, Liu W, Zhou M, Wang X, Qiu W, Fan L, Wang B, Chen W (2022) The global burden of disease attributable to high fasting plasma glucose in 204 countries and territories, 1990–2019: An updated analysis for the Global Burden of Disease Study 2019. Diabetes Metab Res Rev 38(8):e3572

    PubMed  Google Scholar 

  16. Danaei G, Finucane MM, Lu Y, Singh GM, Cowan MJ, Paciorek CJ, Lin JK, Farzadfar F, Khang YH, Stevens GA, Rao M, Ali MK, Riley LM, Robinson CA, Ezzati M (2011) National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2·7 million participants. Lancet 378(9785):31–40

    CAS  PubMed  Google Scholar 

  17. Tegegne BS, Mengesha MM, Teferra AA, Awoke MA, Habtewold TD (2018) Association between diabetes mellitus and multi-drug-resistant tuberculosis: evidence from a systematic review and meta-analysis. Syst Rev 7(1):161

    PubMed  PubMed Central  Google Scholar 

  18. Xu G, Hu X, Lian Y, Li X (2023) Diabetes mellitus affects the treatment outcomes of drug-resistant tuberculosis: a systematic review and meta-analysis. BMC Infect Dis 23(1):813

    PubMed  PubMed Central  Google Scholar 

  19. Liu Q, Li W, Xue M, Chen Y, Du X, Wang C, Han L, Tang Y, Feng Y, Tao C, He JQ (2017) Diabetes mellitus and the risk of multidrug resistant tuberculosis: a meta-analysis. Sci Rep 7(1):1090

    PubMed  PubMed Central  Google Scholar 

  20. Viswanathan V, Kumpatla S, Aravindalochanan V, Rajan R, Chinnasamy C, Srinivasan R, Selvam JM, Kapur A (2012) Prevalence of diabetes and pre-diabetes and associated risk factors among tuberculosis patients in India. PLoS One 7(7):e41367

    CAS  PubMed  PubMed Central  Google Scholar 

  21. Bashar M, Alcabes P, Rom WN, Condos R (2001) Increased incidence of multidrug-resistant tuberculosis in diabetic patients on the Bellevue Chest Service, 1987 to 1997. Chest 120(5):1514–1519

    CAS  PubMed  Google Scholar 

  22. Fisher-Hoch SP, Whitney E, McCormick JB, Crespo G, Smith B, Rahbar MH, Restrepo BI (2008) Type 2 diabetes and multidrug-resistant tuberculosis. Scand J Infect Dis 40(11–12):888–893

    PubMed  PubMed Central  Google Scholar 

  23. Song WM, Shao Y, Liu JY, Tao NN, Liu Y, Zhang QY, Xu TT, Li SJ, Yu CB, Gao L, Cui LL, Li YF, Li HC (2019) Primary drug resistance among tuberculosis patients with diabetes mellitus: a retrospective study among 7223 cases in China. Infect Drug Resist 12:2397–2407

    CAS  PubMed  PubMed Central  Google Scholar 

  24. Baghaei P, Tabarsi P, Javanmard P, Farnia P, Marjani M, Moniri A, Masjedi MR, Velayati AA (2016) Impact of diabetes mellitus on tuberculosis drug resistance in new cases of tuberculosis. J Glob Antimicrob Resist 4:1–4

    PubMed  Google Scholar 

  25. Lyu M, Wang D, Zhao J, Yang Z, Chong W, Zhao Z, Ming L, Ying B (2020) A novel risk factor for predicting anti-tuberculosis drug resistance in patients with tuberculosis complicated with type 2 diabetes mellitus. Int J Infect Dis 97:69–77

    CAS  PubMed  Google Scholar 

  26. Mehta S, Yu EA, Ahamed SF, Bonam W, Kenneth J (2015) Rifampin resistance and diabetes mellitus in a cross-sectional study of adult patients in rural South India. BMC Infect Dis 15:451

    PubMed  PubMed Central  Google Scholar 

  27. Lönnroth K, Roglic G, Harries AD (2014) Improving tuberculosis prevention and care through addressing the global diabetes epidemic: from evidence to policy and practice. Lancet Diabetes Endocrinol 2(9):730–739

    PubMed  Google Scholar 

  28. GBD 2019 Risk Factors Collaborators (2020) Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet. 396(10258):1223–1249. https://doi.org/10.1016/S0140-6736(20)30752-2

  29. Singh GM, Danaei G, Farzadfar F, Stevens GA, Woodward M, Wormser D, Kaptoge S, Whitlock G, Qiao Q, Lewington S, Di Angelantonio E, Vander Hoorn S, Lawes CM, Ali MK, Mozaffarian D, Ezzati M (2013) The age-specific quantitative effects of metabolic risk factors on cardiovascular diseases and diabetes: a pooled analysis. PLoS One 8(7):e65174

    CAS  PubMed  PubMed Central  Google Scholar 

  30. GBD Tuberculosis Collaborators (2018) Global, regional, and national burden of tuberculosis, 1990-2016: results from the Global Burden of Diseases, injuries, and risk factors 2016 Study. Lancet Infect Dis 18(12):1329–1349. https://doi.org/10.1016/S1473-3099(18)30625-X

  31. GBD 2019 Tuberculosis Collaborators (2022) Global, regional, and national sex differences in the global burden of tuberculosis by HIV status, 1990–2019: results from the Global Burden of Disease Study 2019. Lancet Infect Dis. 22(2):222–241. https://doi.org/10.1016/S1473-3099(21)00449-7

  32. World Health Organization (2021) Meeting report of the WHO expert consultation on the definition of extensively drug-resistant tuberculosis. CC BY-NC-SA 3.0 IGO. https://iris.who.int/bitstream/handle/10665/338776/9789240018662-eng.pdf?sequence=1&isAllowed=y

  33. World Health Organization (2021) WHO announces updated definitions of extensively drug-resistant tuberculosis. https://www.who.int/news/item/27-01-2021-who-announces-updated-definitions-of-extensively-drug-resistant-tuberculosis

  34. Skrahina A, Hurevich H, Zalutskaya A, Sahalchyk E, Astrauko A, Hoffner S, Rusovich V, Dadu A, de Colombani P, Dara M, van Gemert W, Zignol M (2013) Multidrug-resistant tuberculosis in Belarus: the size of the problem and associated risk factors. Bull World Health Organ 91(1):36–45

    PubMed  Google Scholar 

  35. Liu C, Wang B, Liu S, Li S, Zhang K, Luo B, Yang A (2021) Type 2 diabetes attributable to PM(2.5): A global burden study from 1990 to 2019. Environ Int 156:106725

    CAS  PubMed  Google Scholar 

  36. GBD 2019 Diseases and Injuries Collaborators (2020) Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet 396(10258):1204–1222. https://doi.org/10.1016/S0140-6736(20)30925-9

  37. Liu J, Yuan M, Chen Y, Wang Y, Wang Q, Zhang Q, Chai L, Li D, Qiu Y, Chen H, Wang J, Xie X, Li M (2022) Global burden of asthma associated with high body mass index from 1990 to 2019. Ann Allergy Asthma Immunol 129(6):720-730.e728

    PubMed  Google Scholar 

  38. Zhang J, Ma B, Han X, Ding S, Li Y (2022) Global, regional, and national burdens of HIV and other sexually transmitted infections in adolescents and young adults aged 10–24 years from 1990 to 2019: a trend analysis based on the Global Burden of Disease Study 2019. Lancet Child Adolesc Health 6(11):763–776

    PubMed  Google Scholar 

  39. Chen Y, Liu J, Zhang Q, Wang Q, Chai L, Chen H, Li D, Qiu Y, Wang Y, Shen N, Wang J, Xie X, Li S, Li M (2023) Epidemiological features and temporal trends of HIV-negative tuberculosis burden from 1990 to 2019: a retrospective analysis based on the Global Burden of Disease Study 2019. BMJ Open 13(9):e074134

    PubMed  PubMed Central  Google Scholar 

  40. Bu Q, Qiang R, Fang L, Peng X, Zhang H, Cheng H (2023) Global trends in the incidence rates of MDR and XDR tuberculosis: Findings from the global burden of disease study 2019. Front Pharmacol 14:1156249

    PubMed  PubMed Central  Google Scholar 

  41. Ou ZJ, Yu DF, Liang YH, He WQ, Li YZ, Meng YX, Xiong HS, Zhang MY, He H, Gao YH, Wu F, Chen Q (2021) Trends in burden of multidrug-resistant tuberculosis in countries, regions, and worldwide from 1990 to 2017: results from the Global Burden of Disease study. Infect Dis Poverty 10(1):24

    PubMed  PubMed Central  Google Scholar 

  42. Stevenson CR, Forouhi NG, Roglic G, Williams BG, Lauer JA, Dye C, Unwin N (2007) Diabetes and tuberculosis: the impact of the diabetes epidemic on tuberculosis incidence. BMC Public Health 7:234

    PubMed  PubMed Central  Google Scholar 

  43. Dooley KE, Tang T, Golub JE, Dorman SE, Cronin W (2009) Impact of diabetes mellitus on treatment outcomes of patients with active tuberculosis. Am J Trop Med Hyg 80(4):634–639

    PubMed  Google Scholar 

  44. Mushtaq A (2019) Tuberculosis in diabetes: insidious and neglected. Lancet Respir Med 7(6):483

    PubMed  Google Scholar 

  45. Marais BJ, Raviglione MC, Donald PR, Harries AD, Kritski AL, Graham SM, El-Sadr WM, Harrington M, Churchyard G, Mwaba P, Sanne I, Kaufmann SH, Whitty CJ, Atun R, Zumla A (2010) Scale-up of services and research priorities for diagnosis, management, and control of tuberculosis: a call to action. Lancet 375(9732):2179–2191

    PubMed  Google Scholar 

  46. Dooley KE, Chaisson RE (2009) Tuberculosis and diabetes mellitus: convergence of two epidemics. Lancet Infect Dis 9(12):737–746

    PubMed  PubMed Central  Google Scholar 

  47. The Lancet Diabetes E (2014) Diabetes and tuberculosis–a wake-up call. Lancet Diabetes Endocrinol 2(9):677

    Google Scholar 

  48. World Health Organization (2016) WHO director-general launches diabetes report. https://www.who.int/director-general/speeches/detail/who-director-general-launches-diabetes-report.

  49. World Health Organization. Communicable Diseases Cluster. (2001) Guidelines for drug susceptibility testing for second-line anti-tuberculosis drugs for dots-plus. WHO/CDS/TB/2001.288. https://iris.who.int/bitstream/handle/10665/83807/WHO_CDS_TB_2001.288_eng.pdf?sequence=1&isAllowed=y

  50. Anderson LF, Tamne S, Watson JP, Cohen T, Mitnick C, Brown T, Drobniewski F, Abubakar I (2013) Treatment outcome of multi-drug resistant tuberculosis in the United Kingdom: retrospective-prospective cohort study from 2004 to 2007. Euro Surveill 18(40):20601. https://doi.org/10.2807/1560-7917.es2013.18.40.20601

  51. Moadebi S, Harder CK, Fitzgerald MJ, Elwood KR, Marra F (2007) Fluoroquinolones for the treatment of pulmonary tuberculosis. Drugs 67(14):2077–2099

    CAS  PubMed  Google Scholar 

  52. Kim SJ (2005) Drug-susceptibility testing in tuberculosis: methods and reliability of results. Eur Respir J 25(3):564–569

    CAS  PubMed  Google Scholar 

  53. World Health Organization (‎2006)‎ Guidelines for the programmatic management of drug-resistant tuberculosis, WHO/CDS/TB/2001.288. https://iris.who.int/bitstream/handle/10665/246249/9789241546959-eng.pdf?sequence=2&isAllowed=y

  54. World Health Organization & Stop TB Partnership. Task Force on Retooling (‎2008)‎ New laboratory diagnostic tools for tuberculosis control. https://iris.who.int/bitstream/handle/10665/44036/9789241597487_eng.pdf?sequence=1&isAllowed=y

  55. World Health Organization & International Union against Tuberculosis and Lung Disease (‎2011)‎ Collaborative framework for care and control of tuberculosis and diabetes. https://iris.who.int/bitstream/handle/10665/44698/9789241502252_eng.pdf?sequence=1&isAllowed=y

  56. Zhang T, Zhang J, Wei L, Liang H, Zhang J, Shi D, Wang Z (2023) The global, regional, and national burden of tuberculosis in 204 countries and territories, 1990–2019. J Infect Public Health 16(3):368–375

    PubMed  Google Scholar 

  57. Duarte R, Lönnroth K, Carvalho C, Lima F, Carvalho ACC, Muñoz-Torrico M, Centis R (2018) Tuberculosis, social determinants and co-morbidities (including HIV). Pulmonology 24(2):115–119

    CAS  PubMed  Google Scholar 

  58. Moss AR, Hahn JA, Tulsky JP, Daley CL, Small PM, Hopewell PC (2000) Tuberculosis in the homeless. A prospective study. Am J Respir Crit Care Med 162(1):460–464

    CAS  PubMed  Google Scholar 

  59. Dara M, Acosta CD, Melchers NV, Al-Darraji HA, Chorgoliani D, Reyes H, Centis R, Sotgiu G, D’Ambrosio L, Chadha SS, Migliori GB (2015) Tuberculosis control in prisons: current situation and research gaps. Int J Infect Dis 32:111–117

    PubMed  Google Scholar 

  60. Safaev K, Parpieva N, Liverko I, Yuldashev S, Dumchev K, Gadoev J, Korotych O, Harries AD (2021) Trends, Characteristics and Treatment Outcomes of Patients with Drug-Resistant Tuberculosis in Uzbekistan: 2013–2018. Int J Environ Res Public Health 18(9):4663

    PubMed  PubMed Central  Google Scholar 

  61. Dheda K, Gumbo T, Gandhi NR, Murray M, Theron G, Udwadia Z, Migliori GB, Warren R (2014) Global control of tuberculosis: from extensively drug-resistant to untreatable tuberculosis. Lancet Respir Med 2(4):321–338

    PubMed  PubMed Central  Google Scholar 

  62. Faustini A, Hall AJ, Perucci CA (2006) Risk factors for multidrug resistant tuberculosis in Europe: a systematic review. Thorax 61(2):158–163

    CAS  PubMed  Google Scholar 

  63. GBD 2019 Diabetes Mortality Collaborators (2022) Diabetes mortality and trends before 25 years of age: an analysis of the Global Burden of Disease Study 2019. Lancet Diabetes Endocrinol 10(3):177–192. https://doi.org/10.1016/S2213-8587(21)00349-1

  64. Viner R, White B, Christie D (2017) Type 2 diabetes in adolescents: a severe phenotype posing major clinical challenges and public health burden. Lancet 389(10085):2252–2260

    PubMed  Google Scholar 

  65. Shang WJ, Jing WZ, Wang YP, Kang LY, Du M, Liu J, Liu M (2022) Epidemic situation of multidrug-resistant tuberculosis and change trend in Belt and Road countries. Zhonghua Liu Xing Bing Xue Za Zhi 43(7):1060–1065

    CAS  PubMed  Google Scholar 

  66. Dadu A, Hovhannesyan A, Ahmedov S, van der Werf MJ, Dara M (2020) Drug-resistant tuberculosis in eastern Europe and central Asia: a time-series analysis of routine surveillance data. Lancet Infect Dis 20(2):250–258

    PubMed  Google Scholar 

  67. Gautam S, Shrestha N, Mahato S, Nguyen TPA, Mishra SR, Berg-Beckhoff G (2021) Diabetes among tuberculosis patients and its impact on tuberculosis treatment in South Asia: a systematic review and meta-analysis. Sci Rep 11(1):2113

    CAS  PubMed  PubMed Central  Google Scholar 

  68. Corbett EL, Marston B, Churchyard GJ, De Cock KM (2006) Tuberculosis in sub-Saharan Africa: opportunities, challenges, and change in the era of antiretroviral treatment. Lancet 367(9514):926–937

    PubMed  Google Scholar 

  69. Bainomugisa A, Lavu E, Pandey S, Majumdar S, Banamu J, Coulter C, Marais B, Coin L, Graham SM, du Cros P (2022) Evolution and spread of a highly drug resistant strain of Mycobacterium tuberculosis in Papua New Guinea. BMC Infect Dis 22(1):437

    PubMed  PubMed Central  Google Scholar 

  70. Ley SD, Harino P, Vanuga K, Kamus R, Carter R, Coulter C, Pandey S, Feldmann J, Ballif M, Siba PM, Phuanukoonnon S, Gagneux S, Beck HP (2014) Diversity of Mycobacterium tuberculosis and drug resistance in different provinces of Papua New Guinea. BMC Microbiol 14:307

    PubMed  PubMed Central  Google Scholar 

  71. Global, regional, and national burden of diabetes from (1990) to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 402(10397):203–234

    Google Scholar 

  72. Falzon D, Mirzayev F, Wares F, Baena IG, Zignol M, Linh N, Weyer K, Jaramillo E, Floyd K, Raviglione M (2015) Multidrug-resistant tuberculosis around the world: what progress has been made? Eur Respir J 45(1):150–160

    PubMed  Google Scholar 

  73. Lange C, Chesov D, Heyckendorf J, Leung CC, Udwadia Z, Dheda K (2018) Drug-resistant tuberculosis: An update on disease burden, diagnosis and treatment. Respirology 23(7):656–673

    PubMed  Google Scholar 

  74. GBD 2017 DALYs and HALE Collaborators (2022) Global, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 392(10159):1859–1922. https://doi.org/10.1016/S0140-6736(18)32335-3

Download references

Acknowledgements

Thanks to Xiao Ming (Xiaoming_room@hotmail.com) for his work in the GBD database. His excellent sharing of GBD database analysis procedure and other public database, makes it easier for us to explore the GBD database.

Funding

This work was supported by the Natural Science Foundation of Shaanxi Province (Grant No. 2020JO-508).

Author information

Authors and Affiliations

Authors

Contributions

YC: collecting data, analyzing data, writing the manuscript. JL, QZ, QW, LC, HC, JZ, YQ, YW, YS, JW, SL, ML: writing the manuscript, submitting to the publication. revising the manuscript. All authors contributed to manuscript revision, read and approved the submitted version.

Corresponding author

Correspondence to Manxiang Li.

Ethics declarations

Ethics approval

The present study was based on published data from the GBD 2019 study, which does not require specific institutional ethics approval.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Consent to participate

Not applicable.

Consent for publication

Not applicable.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, Y., Liu, J., Zhang, Q. et al. Global burden of MDR-TB and XDR-TB attributable to high fasting plasma glucose from 1990 to 2019: a retrospective analysis based on the global burden of disease study 2019. Eur J Clin Microbiol Infect Dis 43, 747–765 (2024). https://doi.org/10.1007/s10096-024-04779-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10096-024-04779-x

Keywords

Navigation