Why Methodology Is Important: Coffee as a Candidate Treatment for COVID-19?

Yaniss Belaroussi, Paul Roblot, Nathan Peiffer-Smadja, Thomas Delaye, Simone Mathoulin-Pelissier, Joffrey Lemeux, Gwenaël Le Moal, Eric Caumes, France Roblot, Alexandre Bleibtreu, Yaniss Belaroussi, Paul Roblot, Nathan Peiffer-Smadja, Thomas Delaye, Simone Mathoulin-Pelissier, Joffrey Lemeux, Gwenaël Le Moal, Eric Caumes, France Roblot, Alexandre Bleibtreu

Abstract

Background: During this pandemic situation, some studies have led to hasty conclusions about Corona Virus Disease-19 (COVID-19) treatment, due to a lack of methodology. This pedagogic study aimed to highlight potential biases in research on COVID-19 treatment.

Methods: We evaluate the effect of coffee's active part, 1,3,7-trimethylxanthine (TMX) on patients with COVID-19. A cohort of 93 patients, with a diagnosis of COVID-19 is analyzed.

Results: TMX group and control group included, respectively, 26 and 67 patients. In the TMX group, patients had a median length of stay in hospital of 5.5 days shorter than in the control group (9.5 vs. 15 days, p < 0.05). Patients in the control group were more severe than patients in the TMX group with a significantly higher National Early Warning Score 2 (NEWS-2 score) (8 vs. 6, p = 0.002).

Conclusions: Multiple biases prevents us from concluding to an effect of coffee on COVID-19. Despite an important social pressure during this crisis, methodology and conscientiousness are the best way to avoid hasty conclusions that can be deleterious for patients. Identifier: NCT04395742.

Keywords: coronavirus disease 2019 (COVID-19); current therapies; methodology; symptomatic treatment; trimethylxanthine.

Conflict of interest statement

The authors declare no conflict of interest.

References

    1. Guo Y.-R., Cao Q.-D., Hong Z.-S., Tan Y.-Y., Chen S.-D., Jin H.-J., Tan K.-S., Wang D.-Y., Yan Y. The origin, transmission and clinical therapies on coronavirus disease 2019 (COVID-19) outbreak—An update on the status. Mil. Med. Res. 2020;7:11. doi: 10.1186/s40779-020-00240-0.
    1. Salje H., Kiem C.T., Lefrancq N., Courtejoie N., Bosetti P., Paireau J., Andronico A., Hozé N., Richet J., Dubost C.-L., et al. Estimating the burden of SARS-CoV-2 in France. Science. 2020;369:208–211. doi: 10.1126/science.abc3517.
    1. Infection au Nouveau Coronavirus (SARS-CoV-2), COVID-19, France et Monde. [(accessed on 3 April 2020)]; Available online: .
    1. Fragkou P.C., Belhadi D., Peiffer-Smadja N., Moschopoulos C.D., Lescure F.-X., Janocha H., Karofylakis E., Yazdanpanah Y., Mentré F., Skevaki C., et al. Review of trials currently testing treatment and prevention of COVID-19. Clin. Microbiol. Infect. 2020 doi: 10.1016/j.cmi.2020.05.019.
    1. Holshue M.L., DeBolt C., Lindquist S., Lofy K.H., Wiesman J., Bruce H., Spitters C., Ericson K., Wilkerson S., Tural A., et al. First Case of 2019 Novel Coronavirus in the United States. N. Engl. J. Med. 2020;382:929–936. doi: 10.1056/NEJMoa2001191.
    1. Lim J., Jeon S., Shin H.Y., Kim M.J., Seong Y.M., Lee W.J., Choe K.W., Kang Y.M., Lee B., Park S.J. Case of the Index Patient Who Caused Tertiary Transmission of COVID-19 Infection in Korea: The Application of Lopinavir/Ritonavir for the Treatment of COVID-19 Infected Pneumonia Monitored by Quantitative RT-PCR. J. Korean Med. Sci. 2020;35:e79. doi: 10.3346/jkms.2020.35.e79.
    1. Fiolet T., Guihur A., Rebeaud M.E., Mulot M., Peiffer-Smadja N., Mahamat-Saleh Y. Effect of hydroxychloroquine with or without azithromycin on the mortality of coronavirus disease 2019 (COVID-19) patients: A systematic review and meta-analysis. Clin. Microbiol. Infect. 2020 doi: 10.1016/j.cmi.2020.08.022.
    1. Peiffer-Smadja N., Lescure F.-X., Sallard E., Ravaud P., Vegreville B., Zeitoun J.-D. Anticovid, a comprehensive open-access real-time platform of registered clinical studies for COVID-19. J. Antimicrob. Chemother. 2020 doi: 10.1093/jac/dkaa223.
    1. Zores F., Rebeaud M.E. COVID and the Renin-Angiotensin System: Are Hypertension or Its Treatments Deleterious? Front. Cardiovasc. Med. 2020;7:71. doi: 10.3389/fcvm.2020.00071.
    1. Pizzey F.K., Tourula E., Pearson J. Tolerance to Central Hypovolemia Is Greater Following Caffeinated Coffee Consumption in Habituated Users. Front. Physiol. 2020;11:50. doi: 10.3389/fphys.2020.00050.
    1. Furukawa K., Suzuki T., Ishiguro H., Morikawa H., Sonoda K., Iijima K., Ito M., Hanyu O., Sone H. Prevention of postprandial hypotension-related syncope by caffeine in a patient with long-standing diabetes mellitus. Endocr. J. 2020 doi: 10.1507/endocrj.EJ19-0370.
    1. Martin J.H., Bowden N.A. Drug repurposing in the era of COVID-19: A call for leadership and government investment. Med. J. Aust. 2020 doi: 10.5694/mja2.50603.
    1. Cornelis M.C., Erlund I., Michelotti G.A., Herder C., Westerhuis J.A., Tuomilehto J. Metabolomic response to coffee consumption: Application to a three-stage clinical trial. J. Intern. Med. 2018;283:544–557. doi: 10.1111/joim.12737.
    1. Salehi S., Abedi A., Balakrishnan S., Gholamrezanezhad A. Coronavirus Disease 2019 (COVID-19): A Systematic Review of Imaging Findings in 919 Patients. AJR Am. J. Roentgenol. 2020:1–7. doi: 10.2214/AJR.20.23034.
    1. NEWS2 and Deterioration in COVID-19. [(accessed on 13 May 2020)]; Available online: .
    1. Peiffer-Smadja N., Costagliola D. RE: Early outpatient treatment of symptomatic, high-risk COVID-19 patients that should be ramped-up immediately as key to the pandemic crisis. Am. J. Epidemiol. 2020 doi: 10.1093/aje/kwaa151.
    1. Stovitz S.D., Shrier I. Causal inference for clinicians. BMJ Evid. Based Med. 2019;24:109–112. doi: 10.1136/bmjebm-2018-111069.
    1. Chiu K., Grundy Q., Bero L. “Spin” in published biomedical literature: A methodological systematic review. PLoS Biol. 2017;15:e2002173. doi: 10.1371/journal.pbio.2002173.
    1. Khan M.S., Lateef N., Siddiqi T.J., Rehman K.A., Alnaimat S., Khan S.U., Riaz H., Murad M.H., Mandrola J., Doukky R., et al. Level and Prevalence of Spin in Published Cardiovascular Randomized Clinical Trial Reports With Statistically Nonsignificant Primary Outcomes: A Systematic Review. JAMA Netw. Open. 2019;2:e192622. doi: 10.1001/jamanetworkopen.2019.2622.
    1. Barde F., Peiffer-Smadja N., de La Blanchardière A. Scientific misconduct: A major threat for medical research. Rev. Med. Interne. 2020;41:330–334. doi: 10.1016/j.revmed.2020.02.004.
    1. von Elm E., Altman D.G., Egger M., Pocock S.J., Gøtzsche P.C., Vandenbroucke J.P. STROBE Initiative The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for reporting observational studies. Int. J. Surg. Lond. Engl. 2014;12:1495–1499. doi: 10.1016/j.ijsu.2014.07.013.
    1. Nunan D., Heneghan C., Spencer E.A. Catalogue of bias: Allocation bias. BMJ Evid. Based Med. 2018;23:20–21. doi: 10.1136/ebmed-2017-110882.
    1. Kuss O., Blettner M., Börgermann J. Propensity Score: An Alternative Method of Analyzing Treatment Effects. Dtsch. Arzteblatt Int. 2016;113:597–603. doi: 10.3238/arztebl.2016.0597.
    1. Schünemann H., Hill S., Guyatt G., Akl E.A., Ahmed F. The GRADE approach and Bradford Hill’s criteria for causation. J. Epidemiol. Community Health. 2011;65:392–395. doi: 10.1136/jech.2010.119933.
    1. Zheng Z., Peng F., Xu B., Zhao J., Liu H., Peng J., Li Q., Jiang C., Zhou Y., Liu S., et al. Risk factors of critical & mortal COVID-19 cases: A systematic literature review and meta-analysis. J. Infect. 2020 doi: 10.1016/j.jinf.2020.04.021.
    1. Zhou F., Yu T., Du R., Fan G., Liu Y., Liu Z., Xiang J., Wang Y., Song B., Gu X., et al. Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: A retrospective cohort study. Lancet Lond. Engl. 2020;395:1054–1062. doi: 10.1016/S0140-6736(20)30566-3.
    1. Westreich D., Greenland S. The Table 2 fallacy: Presenting and interpreting confounder and modifier coefficients. Am. J. Epidemiol. 2013;177:292–298. doi: 10.1093/aje/kws412.
    1. Shrier I., Platt R.W. Reducing bias through directed acyclic graphs. BMC Med. Res. Methodol. 2008;8:70. doi: 10.1186/1471-2288-8-70.
    1. The OpenSAFELY Collaborative. Williamson E., Walker A.J., Bhaskaran K.J., Bacon S., Bates C., Morton C.E., Curtis H.J., Mehrkar A., Evans D., et al. OpenSAFELY: Factors Associated with COVID-19-Related Hospital Death in the Linked Electronic Health Records of 17 Million Adult NHS Patients. medRxiv. 2020 doi: 10.1101/2020.05.06.20092999.
    1. Concato J., Shah N., Horwitz R.I. Randomized, controlled trials, observational studies, and the hierarchy of research designs. N. Engl. J. Med. 2000;342:1887–1892. doi: 10.1056/NEJM200006223422507.
    1. Collins R., Bowman L., Landray M., Peto R. The Magic of Randomization versus the Myth of Real-World Evidence. N. Engl. J. Med. 2020;382:674–678. doi: 10.1056/NEJMsb1901642.
    1. Booth C.M., Tannock I.F. Randomised controlled trials and population-based observational research: Partners in the evolution of medical evidence. Br. J. Cancer. 2014;110:551–555. doi: 10.1038/bjc.2013.725.
    1. Harper S. A Future for Observational Epidemiology: Clarity, Credibility, Transparency. Am. J. Epidemiol. 2019;188:840–845. doi: 10.1093/aje/kwy280.
    1. Infectious Diseases Society of America Guidelines on the Treatment and Management of Patients with COVID-19. [(accessed on 9 May 2020)]; Available online:
    1. Glasziou P.P., Sanders S., Hoffmann T. Waste in covid-19 research. BMJ. 2020;369 doi: 10.1136/bmj.m1847.
    1. Stephens R.G., Dunn J.C., Hayes B.K. Belief bias is response bias: Evidence from a two-step signal detection model. J. Exp. Psychol. Learn. Mem. Cogn. 2019;45:320–332. doi: 10.1037/xlm0000587.
    1. Jm V. Lack of Efficacy of Hydroxychloroquine in COVID-19. [(accessed on 22 May 2020)]; Available online: .
    1. Hammond D., Reid J.L., Zukowski S. Adverse effects of caffeinated energy drinks among youth and young adults in Canada: A Web-based survey. CMAJ Open. 2018;6:E19–E25. doi: 10.9778/cmajo.20160154.
    1. Iles I.A., Nan X. It’s no laughing matter: An exploratory study of the use of ironic versus sarcastic humor in health-related advertising messages. Health Mark. Q. 2017;34:187–201. doi: 10.1080/07359683.2017.1346432.

Source: PubMed

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