COVID-19 in Diabetics: Difference between revisions

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*It has been estimated that 20-25% of patients with [[COVID-19]] had [[Diabetes mellitus|diabetes]].<ref name="pmid3233464623">{{cite journal| author=Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL | display-authors=etal| title=Practical recommendations for the management of diabetes in patients with COVID-19. | journal=Lancet Diabetes Endocrinol | year= 2020 | volume= 8 | issue= 6 | pages= 546-550 | pmid=32334646 | doi=10.1016/S2213-8587(20)30152-2 | pmc=7180013 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32334646  }}</ref>
*It has been estimated that 20-25% of patients with [[COVID-19]] had [[Diabetes mellitus|diabetes]].<ref name="pmid3233464623">{{cite journal| author=Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL | display-authors=etal| title=Practical recommendations for the management of diabetes in patients with COVID-19. | journal=Lancet Diabetes Endocrinol | year= 2020 | volume= 8 | issue= 6 | pages= 546-550 | pmid=32334646 | doi=10.1016/S2213-8587(20)30152-2 | pmc=7180013 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32334646  }}</ref>
*Based on a [[Meta-analysis]], the [[prevalence]] of [[diabetes]] among Chinese population with [[COVID-19]] was 9·7%.<ref name="pmid32161990">{{cite journal| author=Li B, Yang J, Zhao F, Zhi L, Wang X, Liu L | display-authors=etal| title=Prevalence and impact of cardiovascular metabolic diseases on COVID-19 in China. | journal=Clin Res Cardiol | year= 2020 | volume= 109 | issue= 5 | pages= 531-538 | pmid=32161990 | doi=10.1007/s00392-020-01626-9 | pmc=7087935 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32161990  }} </ref>
*Based on a [[Meta-analysis]], the [[prevalence]] of [[diabetes]] among Chinese population with [[COVID-19]] was 9·7%.<ref name="pmid32161990">{{cite journal| author=Li B, Yang J, Zhao F, Zhi L, Wang X, Liu L | display-authors=etal| title=Prevalence and impact of cardiovascular metabolic diseases on COVID-19 in China. | journal=Clin Res Cardiol | year= 2020 | volume= 109 | issue= 5 | pages= 531-538 | pmid=32161990 | doi=10.1007/s00392-020-01626-9 | pmc=7087935 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32161990  }} </ref>
*A study done on 1317 participants reported that 88.5% of patients with [[COVID-19]] had concurrent [[diabetes mellitus type 2]].<ref name="pmid32472191">{{cite journal| author=Cariou B, Hadjadj S, Wargny M, Pichelin M, Al-Salameh A, Allix I | display-authors=etal| title=Phenotypic characteristics and prognosis of inpatients with COVID-19 and diabetes: the CORONADO study. | journal=Diabetologia | year= 2020 | volume= 63 | issue= 8 | pages= 1500-1515 | pmid=32472191 | doi=10.1007/s00125-020-05180-x | pmc=7256180 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32472191  }} </ref>




===Age===
===Age===


*[[Diabetes mellitus|Diabetic]] patients of all age groups may develop [[COVID-19]], although older age has been related to higher [[mortality rate]].<ref name="ChenYang20202">{{cite journal|last1=Chen|first1=Yuchen|last2=Yang|first2=Dong|last3=Cheng|first3=Biao|last4=Chen|first4=Jian|last5=Peng|first5=Anlin|last6=Yang|first6=Chen|last7=Liu|first7=Chong|last8=Xiong|first8=Mingrui|last9=Deng|first9=Aiping|last10=Zhang|first10=Yu|last11=Zheng|first11=Ling|last12=Huang|first12=Kun|title=Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication|journal=Diabetes Care|volume=43|issue=7|year=2020|pages=1399–1407|issn=0149-5992|doi=10.2337/dc20-0660}}</ref>  
*[[Diabetes mellitus|Diabetic]] patients of all age groups may develop [[COVID-19]], although older age has higher prevalence and been related to higher [[mortality rate]] with exception of Korean population, which reported higher rate of [[COVID-19]] among individuals aged 20–29 years.<ref name="ChenYang20202">{{cite journal|last1=Chen|first1=Yuchen|last2=Yang|first2=Dong|last3=Cheng|first3=Biao|last4=Chen|first4=Jian|last5=Peng|first5=Anlin|last6=Yang|first6=Chen|last7=Liu|first7=Chong|last8=Xiong|first8=Mingrui|last9=Deng|first9=Aiping|last10=Zhang|first10=Yu|last11=Zheng|first11=Ling|last12=Huang|first12=Kun|title=Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication|journal=Diabetes Care|volume=43|issue=7|year=2020|pages=1399–1407|issn=0149-5992|doi=10.2337/dc20-0660}}</ref><ref name="pmid32232322">{{cite journal| author=Dudley JP, Lee NT| title=Disparities in Age-specific Morbidity and Mortality From SARS-CoV-2 in China and the Republic of Korea. | journal=Clin Infect Dis | year= 2020 | volume= 71 | issue= 15 | pages= 863-865 | pmid=32232322 | doi=10.1093/cid/ciaa354 | pmc=7184419 | url=https://www.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&tool=sumsearch.org/cite&retmode=ref&cmd=prlinks&id=32232322  }} </ref>
*Individuals older than 80 years old have 12-times higher chance of worse outcome, compared to those aged 50-59 years old.<ref name="WilliamsonWalker2020">{{cite journal|last1=Williamson|first1=Elizabeth|last2=Walker|first2=Alex J|last3=Bhaskaran|first3=Krishnan J|last4=Bacon|first4=Seb|last5=Bates|first5=Chris|last6=Morton|first6=Caroline E|last7=Curtis|first7=Helen J|last8=Mehrkar|first8=Amir|last9=Evans|first9=David|last10=Inglesby|first10=Peter|last11=Cockburn|first11=Jonathan|last12=Mcdonald|first12=Helen I|last13=MacKenna|first13=Brian|last14=Tomlinson|first14=Laurie|last15=Douglas|first15=Ian J|last16=Rentsch|first16=Christopher T|last17=Mathur|first17=Rohini|last18=Wong|first18=Angel|last19=Grieve|first19=Richard|last20=Harrison|first20=David|last21=Forbes|first21=Harriet|last22=Schultze|first22=Anna|last23=Croker|first23=Richard T|last24=Parry|first24=John|last25=Hester|first25=Frank|last26=Harper|first26=Sam|last27=Perera|first27=Rafael|last28=Evans|first28=Stephen|last29=Smeeth|first29=Liam|last30=Goldacre|first30=Ben|year=2020|doi=10.1101/2020.05.06.20092999}}</ref>


===Gender===
===Gender===


*[Disease name] affects men and women equally.
*Male sex has been linked to higher [[prevalence]] of [[COVID-19]].<ref name="ApicellaCampopiano2020">{{cite journal|last1=Apicella|first1=Matteo|last2=Campopiano|first2=Maria Cristina|last3=Mantuano|first3=Michele|last4=Mazoni|first4=Laura|last5=Coppelli|first5=Alberto|last6=Del Prato|first6=Stefano|title=COVID-19 in people with diabetes: understanding the reasons for worse outcomes|journal=The Lancet Diabetes & Endocrinology|year=2020|issn=22138587|doi=10.1016/S2213-8587(20)30238-2}}</ref>
 
*Chance of worse [[Clinical endpoint|outcome]] has been estimated twice in male sex, compared to females.<ref name="WilliamsonWalker2020">{{cite journal|last1=Williamson|first1=Elizabeth|last2=Walker|first2=Alex J|last3=Bhaskaran|first3=Krishnan J|last4=Bacon|first4=Seb|last5=Bates|first5=Chris|last6=Morton|first6=Caroline E|last7=Curtis|first7=Helen J|last8=Mehrkar|first8=Amir|last9=Evans|first9=David|last10=Inglesby|first10=Peter|last11=Cockburn|first11=Jonathan|last12=Mcdonald|first12=Helen I|last13=MacKenna|first13=Brian|last14=Tomlinson|first14=Laurie|last15=Douglas|first15=Ian J|last16=Rentsch|first16=Christopher T|last17=Mathur|first17=Rohini|last18=Wong|first18=Angel|last19=Grieve|first19=Richard|last20=Harrison|first20=David|last21=Forbes|first21=Harriet|last22=Schultze|first22=Anna|last23=Croker|first23=Richard T|last24=Parry|first24=John|last25=Hester|first25=Frank|last26=Harper|first26=Sam|last27=Perera|first27=Rafael|last28=Evans|first28=Stephen|last29=Smeeth|first29=Liam|last30=Goldacre|first30=Ben|year=2020|doi=10.1101/2020.05.06.20092999}}</ref>
===Race===
===Race===


*There is no racial predilection for [disease name].
*There are some data supporting that non-white ethnic groups have higher chance of developing [[COVID-19]].<ref name="WilliamsonWalker2020">{{cite journal|last1=Williamson|first1=Elizabeth|last2=Walker|first2=Alex J|last3=Bhaskaran|first3=Krishnan J|last4=Bacon|first4=Seb|last5=Bates|first5=Chris|last6=Morton|first6=Caroline E|last7=Curtis|first7=Helen J|last8=Mehrkar|first8=Amir|last9=Evans|first9=David|last10=Inglesby|first10=Peter|last11=Cockburn|first11=Jonathan|last12=Mcdonald|first12=Helen I|last13=MacKenna|first13=Brian|last14=Tomlinson|first14=Laurie|last15=Douglas|first15=Ian J|last16=Rentsch|first16=Christopher T|last17=Mathur|first17=Rohini|last18=Wong|first18=Angel|last19=Grieve|first19=Richard|last20=Harrison|first20=David|last21=Forbes|first21=Harriet|last22=Schultze|first22=Anna|last23=Croker|first23=Richard T|last24=Parry|first24=John|last25=Hester|first25=Frank|last26=Harper|first26=Sam|last27=Perera|first27=Rafael|last28=Evans|first28=Stephen|last29=Smeeth|first29=Liam|last30=Goldacre|first30=Ben|year=2020|doi=10.1101/2020.05.06.20092999}}</ref>
 
*An [[analysis]] reported that African Americans included 33% of individuals admitted to hospital with [[COVID-19]] in the US.
*Even though only 28% of New York city population consisted of Hispanic or Latin individuals, 34% of [[COVID-19]] deaths of New York were consisted of these minorities.<ref name="HaynesCooper2020">{{cite journal|last1=Haynes|first1=Norrisa|last2=Cooper|first2=Lisa A.|last3=Albert|first3=Michelle A.|title=At the Heart of the Matter|journal=Circulation|volume=142|issue=2|year=2020|pages=105–107|issn=0009-7322|doi=10.1161/CIRCULATIONAHA.120.048126}}</ref>
 
==Risk Factors==
==Risk Factors==


**Some possible factors that lead to more severe [[COVID-19]] in diabetic patient have been summarized in the table below:<ref name="GuptaHussain20202">{{cite journal|last1=Gupta|first1=Ritesh|last2=Hussain|first2=Akhtar|last3=Misra|first3=Anoop|title=Diabetes and COVID-19: evidence, current status and unanswered research questions|journal=European Journal of Clinical Nutrition|volume=74|issue=6|year=2020|pages=864–870|issn=0954-3007|doi=10.1038/s41430-020-0652-1}}</ref>
*Some possible factors that lead to more severe [[COVID-19]] in diabetic patient have been summarized in the table below:<ref name="GuptaHussain20202">{{cite journal|last1=Gupta|first1=Ritesh|last2=Hussain|first2=Akhtar|last3=Misra|first3=Anoop|title=Diabetes and COVID-19: evidence, current status and unanswered research questions|journal=European Journal of Clinical Nutrition|volume=74|issue=6|year=2020|pages=864–870|issn=0954-3007|doi=10.1038/s41430-020-0652-1}}</ref>


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Revision as of 20:22, 17 August 2020

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Editor-In-Chief: C. Michael Gibson, M.S., M.D. [1]Anahita Deylamsalehi, M.D.[2]

Overview

Historical Perspective

Classification

Pathophysiology

Causes

Disease name] may be caused by [cause1], [cause2], or [cause3].

Differentiating [disease name] from other Diseases

  • [Disease name] must be differentiated from other diseases that cause [clinical feature 1], [clinical feature 2], and [clinical feature 3], such as:

Epidemiology and Demographics


Age

  • Diabetic patients of all age groups may develop COVID-19, although older age has higher prevalence and been related to higher mortality rate with exception of Korean population, which reported higher rate of COVID-19 among individuals aged 20–29 years.[8][9]
  • Individuals older than 80 years old have 12-times higher chance of worse outcome, compared to those aged 50-59 years old.[10]


Gender

Race

  • There are some data supporting that non-white ethnic groups have higher chance of developing COVID-19.[10]
  • An analysis reported that African Americans included 33% of individuals admitted to hospital with COVID-19 in the US.
  • Even though only 28% of New York city population consisted of Hispanic or Latin individuals, 34% of COVID-19 deaths of New York were consisted of these minorities.[12]

Risk Factors

  • Some possible factors that lead to more severe COVID-19 in diabetic patient have been summarized in the table below:[13]
Confirmed factors hypothesized factors
1- Glycemic instability

2- Immune deficiency (specially T-cell response)

3- Related comorbidities, like obesity and cardiac and renal disease

1- Chronic inflammation (elevated interleukin-6)

2- Elevated plasmin

3- Reduced ACE2

4- Increased furin (involved in virus entry into cell)

Natural History, Complications and Prognosis

Complications

Prognosis

Diagnosis

History and Symptoms

  • [Disease name] is usually asymptomatic.
  • Symptoms of [disease name] may include the following:

Physical Examination

  • Patients with [disease name] usually appear [general appearance].
  • Physical examination may be remarkable for:

Laboratory Findings

Electrocardiogram

There are no ECG findings associated with [disease name].

X-ray

There are no x-ray findings associated with [disease name].

Echocardiography or Ultrasound

There are no echocardiography/ultrasound findings associated with [disease name].

CT scan

There are no CT scan findings associated with [disease name].

MRI

There are no MRI findings associated with [disease name].

Other Imaging Findings

There are no other imaging findings associated with [disease name].

Other Diagnostic Studies

There are no other diagnostic studies associated with [disease name].

Treatment

Medical Therapy

Anti-diabetic medication

Relation to ACE2 expression

Advantage

Disadvantage

Metformin

None
  • Lower level of IL-6
  • Higher albumin level
  • Lower COVID-19 related death
  • Potential cardiovascular benefits


Pioglitazone

Increased ACE2 production in animal models
  • Reduction in proinflammatory cytokines
  • Lower chance of lung injury

Sulfonylurea

None
  • No specific advantage has been found in patients with COVID-19

Dipeptidyl peptidase-4 inhibitors

None
  • No specific disadvantage has been found in patients with COVID-19

Sodium-glucose-co-transporter 2 inhibitors

Increased ACE2 production by kidney in human studies

Glucagon-like peptide-1 receptor agonists

Liraglutide has been linked with elevated ACE2 production in lung and heart in animal models
  • Potential cardiovascular benefits

Insulin

Increased Renal ACE2 production in animal models
  • No specific disadvantage has been found in patients with COVID-19

Management Considerations:

Surgery

Prevention

  • There are no primary preventive measures available for [disease name].

References

  1. Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL; et al. (2020). "Practical recommendations for the management of diabetes in patients with COVID-19". Lancet Diabetes Endocrinol. 8 (6): 546–550. doi:10.1016/S2213-8587(20)30152-2. PMC 7180013 Check |pmc= value (help). PMID 32334646 Check |pmid= value (help).
  2. Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL; et al. (2020). "Practical recommendations for the management of diabetes in patients with COVID-19". Lancet Diabetes Endocrinol. 8 (6): 546–550. doi:10.1016/S2213-8587(20)30152-2. PMC 7180013 Check |pmc= value (help). PMID 32334646 Check |pmid= value (help).
  3. Casqueiro J, Casqueiro J, Alves C (2012). "Infections in patients with diabetes mellitus: A review of pathogenesis". Indian J Endocrinol Metab. 16 Suppl 1: S27–36. doi:10.4103/2230-8210.94253. PMC 3354930. PMID 22701840.
  4. Dryden M, Baguneid M, Eckmann C, Corman S, Stephens J, Solem C; et al. (2015). "Pathophysiology and burden of infection in patients with diabetes mellitus and peripheral vascular disease: focus on skin and soft-tissue infections". Clin Microbiol Infect. 21 Suppl 2: S27–32. doi:10.1016/j.cmi.2015.03.024. PMID 26198368.
  5. Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL; et al. (2020). "Practical recommendations for the management of diabetes in patients with COVID-19". Lancet Diabetes Endocrinol. 8 (6): 546–550. doi:10.1016/S2213-8587(20)30152-2. PMC 7180013 Check |pmc= value (help). PMID 32334646 Check |pmid= value (help).
  6. Li B, Yang J, Zhao F, Zhi L, Wang X, Liu L; et al. (2020). "Prevalence and impact of cardiovascular metabolic diseases on COVID-19 in China". Clin Res Cardiol. 109 (5): 531–538. doi:10.1007/s00392-020-01626-9. PMC 7087935 Check |pmc= value (help). PMID 32161990 Check |pmid= value (help).
  7. Cariou B, Hadjadj S, Wargny M, Pichelin M, Al-Salameh A, Allix I; et al. (2020). "Phenotypic characteristics and prognosis of inpatients with COVID-19 and diabetes: the CORONADO study". Diabetologia. 63 (8): 1500–1515. doi:10.1007/s00125-020-05180-x. PMC 7256180 Check |pmc= value (help). PMID 32472191 Check |pmid= value (help).
  8. Chen, Yuchen; Yang, Dong; Cheng, Biao; Chen, Jian; Peng, Anlin; Yang, Chen; Liu, Chong; Xiong, Mingrui; Deng, Aiping; Zhang, Yu; Zheng, Ling; Huang, Kun (2020). "Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication". Diabetes Care. 43 (7): 1399–1407. doi:10.2337/dc20-0660. ISSN 0149-5992.
  9. Dudley JP, Lee NT (2020). "Disparities in Age-specific Morbidity and Mortality From SARS-CoV-2 in China and the Republic of Korea". Clin Infect Dis. 71 (15): 863–865. doi:10.1093/cid/ciaa354. PMC 7184419 Check |pmc= value (help). PMID 32232322 Check |pmid= value (help).
  10. 10.0 10.1 10.2 10.3 Williamson, Elizabeth; Walker, Alex J; Bhaskaran, Krishnan J; Bacon, Seb; Bates, Chris; Morton, Caroline E; Curtis, Helen J; Mehrkar, Amir; Evans, David; Inglesby, Peter; Cockburn, Jonathan; Mcdonald, Helen I; MacKenna, Brian; Tomlinson, Laurie; Douglas, Ian J; Rentsch, Christopher T; Mathur, Rohini; Wong, Angel; Grieve, Richard; Harrison, David; Forbes, Harriet; Schultze, Anna; Croker, Richard T; Parry, John; Hester, Frank; Harper, Sam; Perera, Rafael; Evans, Stephen; Smeeth, Liam; Goldacre, Ben (2020). doi:10.1101/2020.05.06.20092999. Missing or empty |title= (help)
  11. 11.0 11.1 11.2 Apicella, Matteo; Campopiano, Maria Cristina; Mantuano, Michele; Mazoni, Laura; Coppelli, Alberto; Del Prato, Stefano (2020). "COVID-19 in people with diabetes: understanding the reasons for worse outcomes". The Lancet Diabetes & Endocrinology. doi:10.1016/S2213-8587(20)30238-2. ISSN 2213-8587.
  12. Haynes, Norrisa; Cooper, Lisa A.; Albert, Michelle A. (2020). "At the Heart of the Matter". Circulation. 142 (2): 105–107. doi:10.1161/CIRCULATIONAHA.120.048126. ISSN 0009-7322.
  13. Gupta, Ritesh; Hussain, Akhtar; Misra, Anoop (2020). "Diabetes and COVID-19: evidence, current status and unanswered research questions". European Journal of Clinical Nutrition. 74 (6): 864–870. doi:10.1038/s41430-020-0652-1. ISSN 0954-3007.
  14. Bornstein SR, Rubino F, Khunti K, Mingrone G, Hopkins D, Birkenfeld AL; et al. (2020). "Practical recommendations for the management of diabetes in patients with COVID-19". Lancet Diabetes Endocrinol. 8 (6): 546–550. doi:10.1016/S2213-8587(20)30152-2. PMC 7180013 Check |pmc= value (help). PMID 32334646 Check |pmid= value (help).
  15. Singh, Awadhesh Kumar; Khunti, Kamlesh (2020). "Assessment of risk, severity, mortality, glycemic control and antidiabetic agents in patients with diabetes and COVID-19: A narrative review". Diabetes Research and Clinical Practice. 165: 108266. doi:10.1016/j.diabres.2020.108266. ISSN 0168-8227.
  16. Remuzzi A, Remuzzi G (2020). "COVID-19 and Italy: what next?". Lancet. 395 (10231): 1225–1228. doi:10.1016/S0140-6736(20)30627-9. PMC 7102589 Check |pmc= value (help). PMID 32178769 Check |pmid= value (help).
  17. Gupta, Ritesh; Hussain, Akhtar; Misra, Anoop (2020). "Diabetes and COVID-19: evidence, current status and unanswered research questions". European Journal of Clinical Nutrition. 74 (6): 864–870. doi:10.1038/s41430-020-0652-1. ISSN 0954-3007.
  18. Shi Q, Zhang X, Jiang F, Zhang X, Hu N, Bimu C; et al. (2020). "Clinical Characteristics and Risk Factors for Mortality of COVID-19 Patients With Diabetes in Wuhan, China: A Two-Center, Retrospective Study". Diabetes Care. 43 (7): 1382–1391. doi:10.2337/dc20-0598. PMID 32409504 Check |pmid= value (help).
  19. 19.0 19.1 Guo, Weina; Li, Mingyue; Dong, Yalan; Zhou, Haifeng; Zhang, Zili; Tian, Chunxia; Qin, Renjie; Wang, Haijun; Shen, Yin; Du, Keye; Zhao, Lei; Fan, Heng; Luo, Shanshan; Hu, Desheng (2020). "Diabetes is a risk factor for the progression and prognosis of COVID-19". Diabetes/Metabolism Research and Reviews: e3319. doi:10.1002/dmrr.3319. ISSN 1520-7552.
  20. 20.0 20.1 Gupta, Ritesh; Hussain, Akhtar; Misra, Anoop (2020). "Diabetes and COVID-19: evidence, current status and unanswered research questions". European Journal of Clinical Nutrition. 74 (6): 864–870. doi:10.1038/s41430-020-0652-1. ISSN 0954-3007.
  21. Chen, Yuchen; Yang, Dong; Cheng, Biao; Chen, Jian; Peng, Anlin; Yang, Chen; Liu, Chong; Xiong, Mingrui; Deng, Aiping; Zhang, Yu; Zheng, Ling; Huang, Kun (2020). "Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication". Diabetes Care. 43 (7): 1399–1407. doi:10.2337/dc20-0660. ISSN 0149-5992.
  22. Zhang Q, Wei Y, Chen M, Wan Q, Chen X (2020). "Clinical analysis of risk factors for severe COVID-19 patients with type 2 diabetes". J Diabetes Complications: 107666. doi:10.1016/j.jdiacomp.2020.107666. PMC 7323648 Check |pmc= value (help). PMID 32636061 Check |pmid= value (help).
  23. Chen, Yuchen; Yang, Dong; Cheng, Biao; Chen, Jian; Peng, Anlin; Yang, Chen; Liu, Chong; Xiong, Mingrui; Deng, Aiping; Zhang, Yu; Zheng, Ling; Huang, Kun (2020). "Clinical Characteristics and Outcomes of Patients With Diabetes and COVID-19 in Association With Glucose-Lowering Medication". Diabetes Care. 43 (7): 1399–1407. doi:10.2337/dc20-0660. ISSN 0149-5992.
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