The description of included RCTs
Figure 1 shows the selection process for included studies. As of 26th April 2022, A total 57981 citations were identified through literature search in three databases including PubMed, Embase and CENTRAL, among of which 491 full-text articles were assessed for eligibility. Finally, 41 RCTs involving 42298 patients with COVID-19 were included in this meta-analysis, including 9 enrolling outpatients and 32 enrolling hospitalized patients (Supplementary materials: Appendix 2). Among these included RCTs, 12 of 41 studies evaluated efficacy of anti-virus antibody, 27 for CP, 2 for IVIG. The assessment of risk of bias for each included study was presented in supplementary materials (Supplementary materials: Appendix 3) Generally, most of included trials were proved at lower risk in overall bias.
Efficacy of passive immunotherapies in outpatients
In the first part of the study, we evaluated the efficacy of antibodies and CP (there is no trials evaluating IVIG) in outpatients with hospitalization within 30 days after randomization as primary outcome and mortality within 30 days after randomization as secondary outcome. Of 9 eligible trials with 10093 participants reporting hospitalization within 30 days, 6 trials were for Antibody and 3 for CP. Compared with the Control group, patients who randomized to Antibody (odds ratio (OR): 0.22, 95%CI: 0.16, 0.28) but not CP (OR: 0.75, 95%CI: 0.56, 1.01) had a lower risk of hospitalization (Fig. 2). Furthermore, when compared with CP, treatment with Antibody reduced a greater risk of hospitalization (OR: 0.29, 95%CI: 0.19, 0.43) (Fig. 2). Results from ranking analysis also showed Antibody treatment ranked the first in reducing the risk of hospitalization, followed by CP and the Control (Fig. 3). Regarding the secondary outcome analysis, of 7 eligible trials with 8870 participants reported data about mortality (4 trials were for Antibody, and 3 for CP). Antibody (OR: 0.10, 95%CI: 0.01, 0.37) rather than CP (OR: 0.81, 95%CI: 0.23, 2.78) reduced a greater risk of mortality (Supplementary materials: Appendix 4. Fig. 4.1.1) and Antibody ranked the best (Supplementary materials: Appendix 4. Fig. 4.1.2).
Effects of three immunotherapies in hospitalized patients
In the second part of the studies, we evaluated the association of three immunotherapies with three primary outcomes including mortality, need of invasive machinal ventilation and serious adverse events in hospitalized COVID-19 patients.
Mortality—Across the 28 eligible trials with 30512 participants reporting valid data on mortality (5 trials were for Antibody, 2 for IVIG and 21 for CP), results from Network Meta-Analysis revealed there is no difference between any interventions (Antibody, OR: 0.92, 95% CI: 0.83, 1.01, IVIG, OR 0.62, 95% CI: 0.34, 1.12, CP, OR: 0.98, 95%CI: 0.91, 1.05) and Control in reducing the morality, as well as among all the interventions (Fig. 4A). In the subgroup analysis, similar results were found in seropositive participants (Fig. 4A), and none of interventions ranked better than Control (Fig. 5A). However, in seronegative participants, treatment with Antibody (OR: 0.74, 95%CI: 0.63, 0.87) was significantly associated with lower mortality and ranked the best (Fig. 5A).
Need of invasive mechanical ventilation— Of 14 eligible trials with 20851 participants reporting need of invasive mechanical ventilation (2 trials were for Antibody and 12 for CP), although no intervention was found to lead to a significant reduction in mechanical ventilation use in all participants (Fig. 4B), Antibody and CP appeared to be associated with greater benefit in reducing need of ventilation support than Control according to SUCRA (Fig. 5B). In subgroup analysis, in contrast with seropositive participants, Antibody treatment ranked the best (Fig. 5B) and reduced the risk of invasive mechanical ventilation (OR: 0.65, 95%CI: 0.49, 0.87) (Fig. 4B) in seronegative participants.
Serious adverse events— Of 12 eligible trials with 4314 participants reporting serious adverse events, (3 trials were for Antibody, 1 for IVIG and 8 for CP). participants who were subject to any interventions did not suffer from more serious adverse events than participants randomized to Control group in all the population (Fig. 4C).
Efficacy of passive immunotherapies on secondary outcome in hospitalized COVID-19 patients
Discharge— Of 15 eligible trials with 25031 participants reporting discharge data (4 trials were for Antibody, 2 for IVIG and 9 for CP), although SUCRA ranking showed the superiority of IVIG, followed by Antibody and CP (Supplementary materials: Appendix 4. Fig. 4.2.1 A), none of which proved to increase chance of discharge with 30 days. However, in seropositive participants, Antibody seemed to be the worst in improving discharge rate (data from 1 trial for Antibody and 2 trials for CP with a total of 12087 patients) and the best in seronegative participants (a total number of 6555 patients from the same trials). On the contrary, Antibody (OR: 1.33, 95% CI: 1.14, 1.55) significantly improved rate of discharge in seronegative participants (Supplementary materials: Appendix 4. Fig. 4.2.1 A).
Length of hospital stay— Of 12 eligible trials with 11805 participants reporting length of hospital stay (3 trials were for Antibody and 9 for CP), no intervention including Antibody (mean difference: −0.21 days (95% CI: −2.66,2.27)) and CP (mean difference: 0.12 days (95% CI: −1.32,1.67)) reduced length of hospital stay (Supplementary materials: Appendix 4. Fig. 4.2.1 B). SUCRA showed Antibody was most likely associated with the reduction of the duration of hospitalization (Supplementary materials: Appendix 4. Fig. 4.2.2 B).
Time to death— Of 20 eligible trials with 28191 participants reporting time-to- death outcomes (4 trials were for Antibody, 1 for IVIG and 15 for CP in all participants), no intervention was found to affect time to death in all participants as well as in seropositive participants (Supplementary materials: Appendix 4. Fig. 4.2.1 C). Nevertheless, in seronegative participants, Antibody (hazard ratio (HR): 0.78, 95% CI: 0.68, 0.9) improved time to survival compared with Control (Supplementary materials: Appendix 4. Fig. 4.2.1 C). Results from SUCRA showed the opposite trend in seropositive and seronegative participants, in which Antibody ranked the worst and best, respectively (Supplementary materials: Appendix 4. Fig. 4.2.2 C).
Time to virus clearance— Of 4 eligible trials with 911 participants reporting time to virus clearance (1 trial were for Antibody and 3 for CP), neither Antibody (hazard ratio (HR): 1.19, 95% CI: 0.77, 1.82) or CP (hazard ratio (HR): 1.14, 95% CI: 0.93, 1.41) was found to affect time to virus clearance (Supplementary materials: Appendix 4. Fig. 4.2.1 D). However, these two interventions appeared greater than Control for speeding up virus clearance (Supplementary materials: Appendix 4. Fig. 4.2.2 D).
Virus clearance at 14 days— Of 2 eligible trials with 319 participants reporting virus clearance at 14 days (1 trial were for Antibody and 1 for CP in all participants), none of the interventions appeared to increase viral clearance at 14 days: Antibody (OR: 1.31, 95%CI: 0.64, 2.69); CP (OR: 0.84, 95%CI: 0.38, 1.82) (Supplementary materials: Appendix 4. Fig. 4.2.1 E).
Adverse events— Of 13 eligible trials with 4850 participants reporting adverse events (3 trials were for Antibody, 2 for IVIG and 8 for CP), treatment with Antibody did not increase the incidence of adverse events, while patients treated with IVIG (OR: 1.56, 95%CI: 1.06, 2.32) or CP (OR: 1.33, 95%CI: 1.11, 1.59) suffer more adverse events (Supplementary materials: Appendix 4. Fig. 4.2.1 F).
The funnel plot and Egger’s test did not detect any significant publication bias in any outcomes (Supplementary materials: Appendix 5). Details about certainty assessment of all the results were showed in supplementary materials (Supplementary materials: Appendix 6)