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Mental Health

Indirect comparisons of relative efficacy estimates of zuranolone and selective serotonin reuptake inhibitors for postpartum depression

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Pages 582-595 | Received 05 Feb 2024, Accepted 20 Mar 2024, Published online: 15 Apr 2024

Figures & data

Figure 1. Evidence flowchart following exclusion of non-RCTs. Abbreviations. ITC, indirect treatment comparison; non-PTs, non-pharmacologic therapies; PPD, postpartum depression; PTs, pharmacologic therapies.

Figure 1. Evidence flowchart following exclusion of non-RCTs. Abbreviations. ITC, indirect treatment comparison; non-PTs, non-pharmacologic therapies; PPD, postpartum depression; PTs, pharmacologic therapies.

Figure 2. Plots of mean HAMD-17 CFB and EPDS CFB reported in study placebo arms. (A) HAMD-17 CFBCitation25,Citation42,Citation43,Citation51,Citation58. (B) EPDS CFBCitation25,Citation41,Citation42. Abbreviations. CFB, change from baseline; HAMD-17, Hamilton Rating Scale for Depression; EPDS, Edinburgh Postnatal Depression Scale. Note. The plot makes the underlying assumption of a linear change in HAMD-17/EPDS CFB between observed timepoints.

Figure 2. Plots of mean HAMD-17 CFB and EPDS CFB reported in study placebo arms. (A) HAMD-17 CFBCitation25,Citation42,Citation43,Citation51,Citation58. (B) EPDS CFBCitation25,Citation41,Citation42. Abbreviations. CFB, change from baseline; HAMD-17, Hamilton Rating Scale for Depression; EPDS, Edinburgh Postnatal Depression Scale. Note. The plot makes the underlying assumption of a linear change in HAMD-17/EPDS CFB between observed timepoints.

Figure 3. Bucher comparison diagram. Note. dAB is the estimated relative effect between A and B (e.g. log odds ratio, log hazard ratio), var(dAB) is the variance of the indirect estimate

Figure 3. Bucher comparison diagram. Note. dAB is the estimated relative effect between A and B (e.g. log odds ratio, log hazard ratio), var(dAB) is the variance of the indirect estimate

Figure 4. Evidence networks. (A) Studies reporting HAMD-17 CFBCitation25,Citation42,Citation43,Citation51,Citation58,Citation59. (B) Studies reporting EPDS CFBCitation25,Citation41,Citation42,Citation59. Abbreviations. CFB, change from baseline; HAMD-17, Hamilton Rating Scale for Depression; EPDS, Edinburgh Postnatal Depression Scale; MAIC, matching-adjusted indirect comparison; SSRI, selective serotonin reuptake inhibitor. Note. Combination refers to the combination of pharmacologic therapies and non-pharmacologic therapies.

Figure 4. Evidence networks. (A) Studies reporting HAMD-17 CFBCitation25,Citation42,Citation43,Citation51,Citation58,Citation59. (B) Studies reporting EPDS CFBCitation25,Citation41,Citation42,Citation59. Abbreviations. CFB, change from baseline; HAMD-17, Hamilton Rating Scale for Depression; EPDS, Edinburgh Postnatal Depression Scale; MAIC, matching-adjusted indirect comparison; SSRI, selective serotonin reuptake inhibitor. Note. Combination refers to the combination of pharmacologic therapies and non-pharmacologic therapies.

Figure 5. Forest plots displaying the results of Bucher ITCs and NMA (including MAIC) assessing EPDS CFB for a 14-day course of zuranolone treatment vs. ongoing treatment with SSRIs or placebo. Abbreviations. CFB, change from baseline; CI, confidence interval; EPDS, Edinburgh Postnatal Depression Scale; MAIC, matching-adjusted indirect comparison; MD, mean difference; NMA, network meta-analysis; SSRI, selective serotonin reuptake inhibitor. Note. A negative mean difference favors zuranolone; this indicates that patients in the other treatment groups observed a smaller change from baseline than those in the zuranolone treatment arm. The zuranolone treatment course lasted for 14 days, with off-treatment follow-up through Day 45; SSRIs could be administered through the end of the study period (Week 12 in Appleby et al.Citation42, Week 18 in Sharp et al.Citation41) Last observation occurred at Day 45 for zuranolone, Week 18 for placebo, and Weeks 12 and 18 for SSRIs (Appleby et al.Citation42 and Sharp et al.Citation41, respectively). Results for the SSRI MAIC + Bucher treatment compare the zuranolone treatment arm to Sharp et al.Citation41; results from the Placebo treatment were determined using MAIC + NMA. The NMA considered zuranolone, SSRI, placebo, and combination treatments, as outlined in .

Figure 5. Forest plots displaying the results of Bucher ITCs and NMA (including MAIC) assessing EPDS CFB for a 14-day course of zuranolone treatment vs. ongoing treatment with SSRIs or placebo. Abbreviations. CFB, change from baseline; CI, confidence interval; EPDS, Edinburgh Postnatal Depression Scale; MAIC, matching-adjusted indirect comparison; MD, mean difference; NMA, network meta-analysis; SSRI, selective serotonin reuptake inhibitor. Note. A negative mean difference favors zuranolone; this indicates that patients in the other treatment groups observed a smaller change from baseline than those in the zuranolone treatment arm. The zuranolone treatment course lasted for 14 days, with off-treatment follow-up through Day 45; SSRIs could be administered through the end of the study period (Week 12 in Appleby et al.Citation42, Week 18 in Sharp et al.Citation41) Last observation occurred at Day 45 for zuranolone, Week 18 for placebo, and Weeks 12 and 18 for SSRIs (Appleby et al.Citation42 and Sharp et al.Citation41, respectively). Results for the SSRI MAIC + Bucher treatment compare the zuranolone treatment arm to Sharp et al.Citation41; results from the Placebo treatment were determined using MAIC + NMA. The NMA considered zuranolone, SSRI, placebo, and combination treatments, as outlined in Figure 4(B).
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