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Associations of hypoglycemic medications, cordycepin and vaccination with clinical outcomes in diabetic kidney disease patients with COVID-19

Liu et al., Renal Failure, doi:10.1080/0886022X.2025.2584572, Nov 2025
https://c19early.org/liu32.html
Progression 64% improvement lower risk ← → higher risk Hospitalization 9% Recovery 15% Fever -1% Metformin for COVID-19  Liu et al.  PROPHYLAXIS Is prophylaxis with metformin beneficial for COVID-19? Retrospective 642 patients in China (December 2022 - June 2023) Lower progression with metformin (p=0.00062) c19early.org Liu et al., Renal Failure, November 2025 0 0.5 1 1.5 2+ RR
Metformin for COVID-19
3rd treatment shown to reduce risk in July 2020, now with p < 0.00000000001 from 107 studies.
No treatment is 100% effective. Protocols combine treatments.
6,200+ studies for 200+ treatments. c19early.org
Retrospective 642 diabetic kidney disease patients with COVID-19 in China showing lower risk of pneumonia with metformin use, and lower risk of hospitalization with SGLT2 inhibitors and cordycepin use.
Standard of Care (SOC) for COVID-19 in the study country, China, is average with moderate efficacy for approved treatments1.
risk of progression, 63.9% lower, RR 0.36, p < 0.001, treatment 14 of 198 (7.1%), control 91 of 444 (20.5%), NNT 7.4, adjusted per study, odds ratio converted to relative risk, multivariable.
risk of hospitalization, 8.5% lower, RR 0.91, p = 0.62, treatment 38 of 198 (19.2%), control 112 of 444 (25.2%), adjusted per study, odds ratio converted to relative risk, multivariable.
risk of no recovery, 15.0% lower, RR 0.85, p = 0.28, treatment 49 of 198 (24.7%), control 147 of 444 (33.1%), adjusted per study, odds ratio converted to relative risk, multivariable.
fever, 1.0% higher, RR 1.01, p = 0.83, treatment 152 of 198 (76.8%), control 352 of 444 (79.3%), NNT 40, adjusted per study, odds ratio converted to relative risk, multivariable.
Effect extraction follows pre-specified rules prioritizing more serious outcomes. Submit updates
Liu et al., 17 Nov 2025, retrospective, China, peer-reviewed, 7 authors, study period December 2022 - June 2023. Contact: stephen0726@163.com.
$0 $500 $1,000+ Efficacy vs. cost for COVID-19 treatment protocols c19early.org November 2025 China United Kingdom Russia USA Sudan Angola Colombia Kenya Mozambique Pakistan Argentina Vietnam Peru Philippines Spain Brazil Italy France Japan Nepal Ethiopia Iran Ghana Mexico South Korea Germany Bangladesh Saudi Arabia Algeria Morocco Yemen Poland India DR Congo Madagascar Thailand Uganda Venezuela Nigeria Egypt Bolivia Taiwan Zambia Fiji Bosnia-Herzegovina Côte d'Ivoire Eritrea Bulgaria Greece Slovakia Singapore Iceland New Zealand Czechia Mongolia Israel Trinidad and Tobago Hong Kong North Macedonia Belarus Qatar Panama Serbia CAR China favored low-cost treatments.The average efficacy of treatments was moderate.Low-cost treatments improve early treatment, andprovide complementary/synergistic benefits. More effective More expensive 75% 50% 25% ≤0%
$0 $500 $1,000+ Efficacy vs. cost for COVID-19treatment protocols worldwide c19early.org November 2025 China United Kingdom Russia USA Sudan Angola Colombia Kenya Mozambique Pakistan Argentina Vietnam Peru Philippines Spain Brazil Italy France Japan Nepal Ethiopia Iran Ghana Mexico South Korea Germany Bangladesh Saudi Arabia Algeria Morocco Yemen Poland India DR Congo Madagascar Thailand Uganda Venezuela Nigeria Egypt Bolivia Taiwan Zambia Fiji Côte d'Ivoire Eritrea Togo Bulgaria Greece Slovakia Singapore New Zealand Malawi Czechia Mongolia Israel Trinidad and Tobago North Macedonia Belarus Qatar Panama Serbia Syria China favored low-cost treatments.The average efficacy was moderate.Low-cost protocols improve early treatment,and add complementary/synergistic benefits. More effective More expensive 75% 50% 25% ≤0%
Associations of hypoglycemic medications, cordycepin and vaccination with clinical outcomes in diabetic kidney disease patients with COVID-19
Yanan Liu, Xuejie Yao, Jianhang Xu, Richard Hubbard, Allen G Ross, Muhammad J A Shiddiky, Ming Zhan
Renal Failure, doi:10.1080/0886022x.2025.2584572
the associations between hypoglycemic medications, cordycepin, COVid-19 vaccination, and clinical outcomes of SaRS-CoV-2 infection were examined in a retrospective cohort of patients with diabetic kidney disease (dKd) in ningbo, China, between december 2022 and June 2023. acute COVid-19 outcomes included fever, pneumonia, hospitalization, and prolonged symptoms. Short-term dKd outcomes at three months post-infection included a serum creatinine increase ≥ 30%, an estimated glomerular filtration rate (eGFR) decrease ≥ 10 ml/min/1.73 m 2 , a urinary albumin-to-creatinine ratio (uaCR) increase ≥ 30%, a fasting blood glucose increase ≥ 1.1 mmol/l, and a hemoglobin a1c (Hba1c) increase ≥ 0.3%. among 642 dKd patients with COVid-19, 66.8% were treated with sodium-glucose cotransporter-2 inhibitors (SGlt2i) at baseline, 36.9% with dipeptidyl peptidase-4 inhibitors (dPP4i), 30.8% with metformin, and 36.4% with cordycepin. logistic regression analysis indicated that SGlt2i use was associated with a reduced risk of hospitalization and less worsening of uaCR. Metformin use was linked to a lower incidence of COVid-19 pneumonia but an increased risk of serum creatinine elevation. dPP4i use showed no significant association with adverse outcomes. Cordycepin use was associated with reduced risks of hospitalization and serum creatinine elevation. Compared with unvaccinated patients, multiple-dose COVid-19 vaccination was associated with reduced risks of adverse outcomes, including prolonged COVid-19 symptoms, pneumonia, decreased eGFR, and elevated blood glucose and Hba1c levels. in conclusion, pretreatment with SGlt2i, cordycepin, and multiple-dose COVid-19 vaccination was associated with reduced adverse outcomes among dKd patients with COVid-19.
Ethical approval the study was approved by the Ethics Committee of the First affiliated Hospital of ningbo university (Ethics approval no: 2024132RS01), and was conducted in accordance with the declaration of Helsinki treaty. Authors' contributions M.Z. and y.l. designed and conducted the study, analyzed the data, and drafted the manuscript. X.y. and J.X. were involved in conducting the investigations, collecting and analyzing the data. R.H. provided statistical support, reviewed and edited the manuscript; a.R. and M.S. contributed to the discussion and reviewed and edited the manuscript. Disclosure statement the authors declare no conflict of interest associated with the paper.
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Please send us corrections, updates, or comments. c19early involves the extraction of 200,000+ datapoints from thousands of papers. Community updates help ensure high accuracy. Treatments and other interventions are complementary. All practical, effective, and safe means should be used based on risk/benefit analysis. No treatment or intervention is 100% available and effective for all current and future variants. We do not provide medical advice. Before taking any medication, consult a qualified physician who can provide personalized advice and details of risks and benefits based on your medical history and situation. IMA and WCH provide treatment protocols.
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