1 The efficacy of Chloroquine derivatives in COVID-19: a meta-analysis based on the first available
2
3 Matthieu Million
4 aIHU-Méditerranée Infection, Marseille, France
5 bAix Marseille Univ, IRD, AP-HM, MEPHI, Marseille, France
6 cAix Marseille Univ, IRD, AP-HM, SSA, VITROME, Marseille, France
7
8 Running title: Efficacy of Chloroquine derivatives in COVID-19
9 Keywords: coronavirus, COVID-19, SARS-CoV-2, Hydroxychloroquine, Chloroquine, meta-analysis
10 Corresponding author: Didier Raoult, IHU - Méditerranée Infection, 19-21 boulevard Jean Moulin,
11 13005 Marseille, France. Tel.: +33 413 732 401, Fax: +33 413 732 402;
12 E-mail: didier.raoult@gmail.com
13 Text word count: 976
14 Running title: Chloroquine derivatives efficacy in COVID-19
a,b*
a,c* a,b , Philippe Gautret , Didier Raoult
reports
15 Introduction
16 We are currently facing a pandemic involving a newly discovered coronavirus (SARS-CoV-2) which
17 putting our societies to the test in many ways. Despite controversy, only two drugs, namely
18 hydroxychloroquine (HCQ) and chloroquine (CQ), have been used by physicians on a large-scale basis
19 as treatment for COVID-19 [1]. According to the Sermo Real Time Covid-19 Barometer
20 (https://www.sermo.com/, consulted 20 April), for over 20,000 physicians across 30 countries,
21 chloroquine derivatives are the first medication used to treat COVID-19 patients in ICUs (67%), the
22 second medication in other hospital settings (66%), and the third in outpatient settings (40%). While
23 many countries recommend it for treating COVID-19, certain Western countries do not
24 (https://www.mediterranee-infection.com/coronavirus-pays-ou-lhydroxychloroquine-est-
25 recommandee/). It is therefore urgent to evaluate the efficacy of these medications against clinical,
26 biological, radiological and virological outcomes of the disease. A large number of randomised clinical
27 trials (RCTs) aimed at challenging the antiviral action of the two drugs against a placebo or other
28 potentially active drugs are ongoing. Some of these studies have been published in peer-reviewed
29 journals or released as pre-prints on various websites [2-5]. In this paper, we present the conclusions
30 of a preliminary meta-analysis addressing this issue.
31
32 Methods
33 We conducted a meta-analysis of comparative studies between two groups that were
34 expected to be similar with respect to demographics, chronic conditions and clinical presentation at
35 enrolment. One group was treated with HCQ or CQ and one group was not treated with these
36 molecules. The keywords “hydroxychloroquine”, “chloroquine”, “coronavirus”, “COVID-19” and
37 “SARS-Cov-2” were used in the PubMed, Google Scholar and Google search engines without any
38 restrictions as to date or language. Preprints were also included. Non-comparative (single-arm)
39 studies were excluded.
40 Articles published in peer-reviewed journals, pre-prints and articles available on the internet,
41 even when not published on official websites, were included. The following outcomes were
42 considered: death, transfer to intensive care unit (ICU), clinical and radiological worsening, length of
43 stay in hospital, and persistence of viral shedding as assessed by PCR. A randomised model was used
44 with Comprehensive Meta-Analysis v3 (Biostat, Englewood, NJ, USA). This software made it possible
45 to include dichotomous outcomes (number of events out of the total) and quantitative outcomes
46 (mean in each group, sample size, p-value). According to Borenstein et al. [6], if a treatment is truly
47 ineffective, half the comparisons would be expected to lie on either side of the no-effect line. This
48 can be formally tested by comparing the number of comparisons in one direction versus the null
49 value of 50% (sign test). This sign test was performed using the binomial distance as reported by
50 Borenstein [6]. A p-value < 0.05 was considered significant.
51
52 Results
53 Ten comparative studies were identified involving 1,642 patients (965 patients treated with a
54 chloroquine derivative) from five countries (Brazil, China, France, Iran, and USA) (Table S1). The 10
55 studies included three published papers, five pre-prints published on MedRxiv, one submitted paper
56 that was neither published nor a pre-print, and one unpublished paper that was not a pre-print, both
57 of which were available on the internet (uniform resource locator (url) provided in the
58 supplementary data). All but one paper (in Chinese) were written in English. The four studies from
59 China and the one from Iran were conducted on patients treated with several antivirals
60 (lopinavir/ritonavir, oseltamivir, ribavirine, umifenovir and nebulisation of interferon aerosol) in
61 addition to chloroquine derivatives. Two studies were conducted in France, including one in Paris and
62 our seminal study in Marseille and other locations in southern France. Four RCTs were included in
63 this analysis [2-5].
64 When considering all ten included studies (Figure 1, Table S2), chloroquine derivatives were
65 associated with a lower need for hospitalisation (n = 1, Odds ratio (OR) 0.35, p = .024), shorter
66 duration of cough (n = 1, OR 0.13, p = .001), shorter duration of fever (n = 1, OR 0.14, p = .001),
67 decreased C-reactive protein level (n = 1, OR 0.55, p = .045), and increased hospital discharge (n = 1,
68 OR 0.05, p =.050). CQ derivatives were associated with a beneficial effect (OR < 1) for 11 of the 12
69 outcomes analysed (Figure 1). Of the 25 comparisons made, 19 were favourable (Table S1).
70 Accordingly, the two-sided sign-test p-value was 0.015. The fatality rate was analysed in two studies
71 with an opposite direction of effect. The study reporting an increased fatality rate was suspected of
72 scientific misconduct (patients were significantly more severe in the treated group [7]). No significant
73 negative effect was observed.
74 Three studies were identified with potential scientific misconduct as patients in the untreated group
75 were treated [7], patients were treated after ventilation [8], and patients were significantly more
76 severe in the treated group at baseline [8,9]. After excluding these three studies which had a very
77 high risk of bias, seven studies, including 18 comparisons were analysed (Figure 2, Table S3). The
78 favourable effects on the need for hospitalisation, duration of cough, duration of fever, C-reactive
79 protein levels, and hospital discharge rate, were unchanged. However, a significant beneficial effect
80 was also observed for clinical cure (n = 2, OR 0.48, p = .022) and for the outcome “death or transfer
81 to the intensive care unit” (n = 1, OR 0.04, p < .001). In this subgroup analysis, the direction of effect
82 was favourable for all 11 outcomes analysed. Of the 18 comparisons made, 15 were favourable
83 (Table S1). The two-sided sign-test p-value was 0.0075. All data extracted from the articles and
84 entered in the software are provided in supplementary files (Tables S1 and S4 to S7).
85
86 Discussion
87 Chloroquine derivatives present a paradox. On one hand, the heterogeneity of patients and
88 treatment make it difficult to obtain a clear picture while the epidemic is still ongoing. Under these
89 conditions, a meta-analysis allowing for the combination of different studies makes it possible to
90 identify a general trend. This makes it possible to reconcile the chloroquine derivative efficacy that
91 many doctors have perceived with the results of the first published studies. This meta-analysis is
92 based on several studies, including four RCTs, and identifies a favourable trend toward the benefit of
93 chloroquine derivatives in the treatment of COVID-19 patients, enabling us to make a grade I
94 recommendation for its use against the disease.
95 Acknowledgements
96 We thank Christian Devaux for helpful interactions and Fanyu Huang for Chinese to English
97 translation of the study by Chen J et al. [3]. This work has received financial support from the French
98 Government through the Agence Nationale pour la Recherche (ANR), including the “Programme
99 d’Investissement d’Avenir” under the reference Méditerranée Infection 10-IAHU-03 and from the
100 Méditerranée Infection foundation.
101
102 Author contributions
103 MM, PG and DR wrote the MS. MM and PG performed the meta-analysis, DR supervised the study.
104
105 Competing interest declaration
106 No competing interest to declare.
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142 Figure legends
143 Figure 1. Forest plot reporting all comparisons of the efficacy of chloroquine derivatives in humans
144 infected with COVID-19
145 CI: Confidence interval, CT: computed tomography, ICU: Intensive care unit. Viral load persistence
146 was assessed by polymerase chain reaction. Very high risk of bias: studies with possible scientific
147 misconduct (treated group were more severe at baseline, treatment took place after ventilation,
148 patients in the “untreated” group were treated).
149
150 Figure 2. Forest plot reporting comparisons of the efficacy of chloroquine derivatives in humans
151 infected with COVID-19 after the exclusion of three studies with very high risk of bias
152 CI: Confidence interval, CT: computed tomography, ICU: Intensive care unit. Viral load persistence
153 was assessed by polymerase chain reaction.