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Citation: Zuluaga AF, Rodriguez CA, Montoya-Giraldo MA. Which is the pharmacodynamic target to calculate a rational dose against SARS-Cov-2?
Lat Am J Clin Sci Med Technol. 2020 Apr;2:35-37.
Received: April 4th, 2020.
Accepted: April 4th, 2020.
Published: April 9th, 2020.
Views: 1101
Downloads: 21
REFERENCES

1.Gao J, Tian Z YaX. Breakthrough: Chloroquine phosphate has shown apparent efficacy in treatment of COVID-19 associated pneumonia in clinical studies. Biosci Trends [Internet]. 2020;14(1):72–3. Available from: https://www.ncbi.nlm.nih.gov/pubmed/32074550
2.Gautret P, Lagier J-C, Parola P, Hoang VT, Meddeb L, Mailhe M, et al. Hydroxychloroquine and azithromycin as a treatment of COVID-19: results of an open-label non-randomized clinical trial. Int J Antimicrob Agents [Internet]. 2020 Mar 20 [cited 2020 Apr 6];105949. Available from: http://www.ncbi.nlm.nih.gov/pubmed/32205204
3.Wang M, Cao R, Zhang L, Yang X, Liu J, Xu M, et al. Remdesivir and chloroquine effectively inhibit the recently emerged novel coronavirus (2019-nCoV) in vitro. Cell Res. 2020 Mar 1;30(3):269–71.
4.Yao X, Ye F, Zhang M, Cui C, Huang B, Niu P, et al. In Vitro Antiviral Activity and Projection of Optimized Dosing Design of Hydroxychloroquine for the Treatment of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Clin Infect Dis. 2020 Mar 9;pii: ciaa237.
5.Yates JWT. Structural identifiability of physiologically based pharmacokinetic models. J Pharmacokinet Pharmacodyn [Internet]. 2006 Aug [cited 2020 Apr 6];33(4):421–39. Available from: http://www.ncbi.nlm.nih.gov/pubmed/16568353
6.Gustafsson LL, Walker O, Alván G, Beermann B, Estevez F, Gleisner L, et al. Disposition of chloroquine in man after single intravenous and oral doses. Br J Clin Pharmacol [Internet]. 1983 Apr [cited 2020 Apr 6];15(4):471–9. Available from: http://www.ncbi.nlm.nih.gov/pubmed/6849784
7.Lim H-S, Im J-S, Cho J-Y, Bae K-S, Klein TA, Yeom J-S, et al. Pharmacokinetics of hydroxychloroquine and its clinical implications in chemoprophylaxis against malaria caused by Plasmodium vivax. Antimicrob Agents Chemother [Internet]. 2009 Apr [cited 2020 Apr 6];53(4):1468–75. Available from: http://www.ncbi.nlm.nih.gov/pubmed/19188392


Andres F. Zuluaga (0000-0001-5656-4153)a; Carlos A. Rodriguez (0000-0002-4042-4313)a; Maria A. Montoya-Giraldo (0000-0002-3756-0074)a.
aCIEMTO: Drug and Poison Information and Research Center, Integrated Laboratory of Specialized Medicine (LIME), IPS Universitaria, Facultad de Medicina, Universidad de Antioquia, Colombia.
Corresponding Author: , . Telephone number: ; e-mail: andres.zuluaga@udea.edu.co

Sir,

The Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is pandemic. There is no vaccine nor effective drug against the virus, but based on in vitro mechanism of action, several therapeutic options have been tested in vivo and in a few clinical studies. At present, the most promising drugs against SARS-CoV-2 are chloroquine (CQ) and hydroxychloroquine (HCQ).1,2 Although high-quality studies are required to support wide clinical use, it is urgently needed to define a pharmacodynamic target that allows the calculation of rational dosing schedules required for at least three clinical scenarios: (a) prophylaxis for health workers; (b) early or mild symptomatic patients, when <5% of cells are infected; and (c) moderate or severe acute respiratory syndrome per se, meaning that >5% of cells are infected.

In virology, the Multiplicity of Infection (MOI) is a frequently used term to refer to the number of virions added per cell to induce the infection on cell cultures. It is not uncommon to overlook that MOI determines the percentage of cells infected or not during the experiments. Notably, there is a big difference between an MOI of 0.01 (1 virus per 100 cells) and 0.05 (5 viruses per 100 cells or 1 virus per 20 cells) as can be appreciated in Table 1. In fact, only an MOI equal or higher to 0.05 should be useful during the design of dosing regimens for treatment, while an MOI of 0.01 could be considered for prophylactic regimens.

Recently, Wang et al.3 and Yao et al.4 determined the susceptibility of chloroquine and hydroxychloroquine in vitro against SARS-CoV-2. They measured the 50% effective concentration values (EC50) and, in one case, the 50% cytotoxic concentration (CC50) and the selectivity index (SI: relation between toxicity or CC50 and efficacy or EC50) (Table 2). According to their results, both drugs had good in vitro activity and CQ exhibited a high SI. Yao et.al. suggested HCQ is more potent (8-fold based on EC50) than CQ against coronavirus for a potential treatment, but the MOI used was 0.01. Disregarding this fact, they simulated the concentrations in the lungs for both drugs using a physiologically based pharmacokinetic (PBPK) model, obtaining data from in silico and animal models. Assuming that both CQ and HCQ are accumulated in human lungs as they are in rats, all dosing schedules attained increasing RLTEC (ratio of free lung tissue trough concentration/EC50) from day 1 (RLTEC CQ = 2.38 and HCQ=21-33) to day 5 (RLTEC CQ = 19 and HCQ =85-103). However, it is difficult to extrapolate these results because no human lung pharmacokinetics is published and the relevance of pulmonary tissue concentration for the treatment of pneumonia is unknown (in contrast to serum or epithelial lining fluid concentrations). Another limitation is that PBPK models suffer from parameter identifiability and redundancy, especially important when only in silico and in vivo data are considered, and a large number of parameters are included.5

Population pharmacokinetic-pharmacodynamic (popPK-PD) modeling based on human data could be necessary to design a better dosing schedule than suggested by PBPK models. However, popPK-PD requires a defined pharmacodynamic target related to efficacy. In anti-infective pharmacology, the minimal inhibitory concentration or the EC50 have been accepted as the more useful PD parameters. Unfortunately, basic researchers may have difficulties to share their results with clinical scientists because the units used to measure drug concentrations are different. For example, the reported EC50 is expressed in µM and the concentrations of CQ and HCQ are reported in ng/mL. A rule of thumb for easy conversion of these values is multiplying the molecular weight (g/mol) of the substance (e.g., 319.87 Da for CQ) by the EC50: the product is a concentration useful for clinicians (e.g., 361 µg/L equivalent to ng/mL). For CQ, a plasma level >361 ng/mL should be necessary to reach the EC50. Interestingly, the current dosing schedules used for malaria hardly achieve those plasma levels6, reinforcing the idea that a better dosing regimen is urgently needed to improve the potential of this drug in clinical trials. On the other hand, a plasma level of 242 ng/ml of HCQ (molecular weight of 335.87 Da) would be necessary to reach the EC50, an achievable value with approved clinical doses.7 Finally, further studies are required to determine the PK/PD index (like Cmax/EC50, Cmin/EC50, AUC/EC50 or T>EC50) and its optimal magnitude against SARS-CoV-2.

Table 1. Differences between an MOI (multiplicity of infection) of 0.01 and 0.05
MOI (x)0.01
Number of viable cells used (y)10.000
% of
cells
P (0) =e-x0,990050meaning in this culture (P(0)*y)9900 uninfected cells99.0%
P (1) =x*e-x0,009900meaning in this culture (P(1)*y)99 cells receiving one particle1.0%
P (> 1) =1-e-x* (e-x + 1)4,967E-05meaning in this culture (P >1)*y)0,5 cells reiceve more than 1 particle0.0%
MOI (x)0.05
Number of viable cells used (y)50.000
% of
cells
P (0) =e-x0,951229meaning in this culture (P(0)*y)9900 uninfected cells95.1%
P (1) =x*e-x0,047561meaning in this culture (P(1)*y)99 cells receiving one particle4.8%
P (> 1) =1-e-x* (e-x + 1)0,0012091meaning in this culture (P >1)*y)0,5 cells reiceve more than 1 particle0.1%

Table 2. Summary of in vitro susceptibility data
ReferenceDrug testedEC50(μM)CC50(μM)SIMOINOVC
Wang et al.CQ1.13>100>88.50.0550000

Yao et al.CQ5.47Not testedND0.0110000

Yao et al.HCQ0.72Not testedND0.0110000

Yao et al.CQ prophylactic18Not testedND0.0110000

Yao et al.HCQ prophylactic5.85Not testedND0.0110000

EC50 : effective concentration 50; CC50: cytotoxic concentration 50; SI: selectivity index; MOI: multiplicity of infection;
NOVC: number of viable cells; ND: not determined; CQ: chloroquine; HQC: hydroxychloroquine.

CONFLICT OF INTEREST

Dr. Montoya-Giraldo& reports personal fees from Amgen and Novartis,& outside the submitted work.

Dr. Zuluaga reports personal fees from Amgen, Sanofi-Genzyme, Merck, Janssen, Celltrion, Pfizer, and Novartis, outside the submitted work.

Dr. Rodriguez reports personal fees from Novartis, Biosidus, and Bayera.


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Latin American Journal of Clinical Sciences and Medical Technology,
Publicación contínua    Editor responsable: Gilberto Castañeda Hernández.    Reserva de Derechos al Uso Exclusivo: 04-2019-062013242000-203; ISSN: 2683-2291; ambos otorgados por el Instituto Nacional del Derecho de Autor.    Responsable de la última actualización de este número, Web Master Hunahpú Velázquez Martínez,
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All Rights Reserved® 2019

Latin American Journal of Clinical Sciences and Medical Technology,
Publicación contínua    Editor responsable: Gilberto Castañeda Hernández.    Reserva de Derechos al Uso Exclusivo: 04-2019-062013242000-203; ISSN: 2683-2291; ambos otorgados por el Instituto Nacional del Derecho de Autor.    Responsable de la última actualización de este número, Web Master Hunahpú Velázquez Martínez,
Calle Profesor Miguel Serrano #8, Col. Del Valle, Alcaldía Benito Juárez, CP 03100, Ciudad de México, México. Número telefónico: 55 5405 1396    Fecha de última modificación, 28 de agosto de 2024.