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. 2017 Dec 22;12(12):CD011535.
doi: 10.1002/14651858.CD011535.pub2.

Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis

Affiliations

Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis

Emilie Sbidian et al. Cochrane Database Syst Rev. .

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Abstract

Background: Psoriasis is an immune-mediated disease for which some people have a genetic predisposition. The condition manifests in inflammatory effects on either the skin or joints, or both, and it has a major impact on quality of life. Although there is currently no cure for psoriasis, various treatment strategies allow sustained control of disease signs and symptoms. Several randomised controlled trials (RCTs) have compared the efficacy of the different systemic treatments in psoriasis against placebo. However, the relative benefit of these treatments remains unclear due to the limited number of trials comparing them directly head to head, which is why we chose to conduct a network meta-analysis.

Objectives: To compare the efficacy and safety of conventional systemic agents (acitretin, ciclosporin, fumaric acid esters, methotrexate), small molecules (apremilast, tofacitinib, ponesimod), anti-TNF alpha (etanercept, infliximab, adalimumab, certolizumab), anti-IL12/23 (ustekinumab), anti-IL17 (secukinumab, ixekizumab, brodalumab), anti-IL23 (guselkumab, tildrakizumab), and other biologics (alefacept, itolizumab) for patients with moderate to severe psoriasis and to provide a ranking of these treatments according to their efficacy and safety.

Search methods: We searched the following databases to December 2016: the Cochrane Skin Specialised Register, the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, and LILACS. We also searched five trials registers and the U.S. Food and Drug Administration (FDA) and European Medicines Agency (EMA) reports. We checked the reference lists of included and excluded studies for further references to relevant RCTs. We searched the trial results databases of a number of pharmaceutical companies and handsearched the conference proceedings of a number of dermatology meetings.

Selection criteria: Randomised controlled trials (RCTs) of systemic and biological treatments in adults (over 18 years of age) with moderate to severe plaque psoriasis or psoriatic arthritis whose skin had been clinically diagnosed with moderate to severe psoriasis, at any stage of treatment, in comparison to placebo or another active agent.

Data collection and analysis: Three groups of two review authors independently undertook study selection, data extraction, 'Risk of bias' assessment, and analyses. We synthesised the data using pair-wise and network meta-analysis (NMA) to compare the treatments of interest and rank them according to their effectiveness (as measured by the Psoriasis Area and Severity Index score (PASI) 90) and acceptability (the inverse of serious adverse effects). We assessed the certainty of the body of evidence from the NMA for the two primary outcomes, according to GRADE; we evaluated evidence as either very low, low, moderate, or high. We contacted study authors when data were unclear or missing.

Main results: We included 109 studies in our review (39,882 randomised participants, 68% men, all recruited from a hospital). The overall average age was 44 years; the overall mean PASI score at baseline was 20 (range: 9.5 to 39). Most of these studies were placebo controlled (67%), 23% were head-to-head studies, and 10% were multi-armed studies with both an active comparator and placebo. We have assessed all treatments listed in the objectives (19 in total). In all, 86 trials were multicentric trials (two to 231 centres). All of the trials included in this review were limited to the induction phase (assessment at less than 24 weeks after randomisation); in fact, all trials included in the network meta-analysis were measured between 12 and 16 weeks after randomisation. We assessed the majority of studies (48/109) as being at high risk of bias; 38 were assessed as at an unclear risk, and 23, low risk.Network meta-analysis at class level showed that all of the interventions (conventional systemic agents, small molecules, and biological treatments) were significantly more effective than placebo in terms of reaching PASI 90.In terms of reaching PASI 90, the biologic treatments anti-IL17, anti-IL12/23, anti-IL23, and anti-TNF alpha were significantly more effective than the small molecules and the conventional systemic agents. Small molecules were associated with a higher chance of reaching PASI 90 compared to conventional systemic agents.At drug level, in terms of reaching PASI 90, all of the anti-IL17 agents and guselkumab (an anti-IL23 drug) were significantly more effective than the anti-TNF alpha agents infliximab, adalimumab, and etanercept, but not certolizumab. Ustekinumab was superior to etanercept. No clear difference was shown between infliximab, adalimumab, and etanercept. Only one trial assessed the efficacy of infliximab in this network; thus, these results have to be interpreted with caution. Tofacitinib was significantly superior to methotrexate, and no clear difference was shown between any of the other small molecules versus conventional treatments.Network meta-analysis also showed that ixekizumab, secukinumab, brodalumab, guselkumab, certolizumab, and ustekinumab outperformed other drugs when compared to placebo in terms of reaching PASI 90: the most effective drug was ixekizumab (risk ratio (RR) 32.45, 95% confidence interval (CI) 23.61 to 44.60; Surface Under the Cumulative Ranking (SUCRA) = 94.3; high-certainty evidence), followed by secukinumab (RR 26.55, 95% CI 20.32 to 34.69; SUCRA = 86.5; high-certainty evidence), brodalumab (RR 25.45, 95% CI 18.74 to 34.57; SUCRA = 84.3; moderate-certainty evidence), guselkumab (RR 21.03, 95% CI 14.56 to 30.38; SUCRA = 77; moderate-certainty evidence), certolizumab (RR 24.58, 95% CI 3.46 to 174.73; SUCRA = 75.7; moderate-certainty evidence), and ustekinumab (RR 19.91, 95% CI 15.11 to 26.23; SUCRA = 72.6; high-certainty evidence).We found no significant difference between all of the interventions and the placebo regarding the risk of serious adverse effects (SAEs): the relative ranking strongly suggested that methotrexate was associated with the best safety profile regarding all of the SAEs (RR 0.23, 95% CI 0.05 to 0.99; SUCRA = 90.7; moderate-certainty evidence), followed by ciclosporin (RR 0.23, 95% CI 0.01 to 5.10; SUCRA = 78.2; very low-certainty evidence), certolizumab (RR 0.49, 95% CI 0.10 to 2.36; SUCRA = 70.9; moderate-certainty evidence), infliximab (RR 0.56, 95% CI 0.10 to 3.00; SUCRA = 64.4; very low-certainty evidence), alefacept (RR 0.72, 95% CI 0.34 to 1.55; SUCRA = 62.6; low-certainty evidence), and fumaric acid esters (RR 0.77, 95% CI 0.30 to 1.99; SUCRA = 57.7; very low-certainty evidence). Major adverse cardiac events, serious infections, or malignancies were reported in both the placebo and intervention groups. Nevertheless, the SAEs analyses were based on a very low number of events with low to very low certainty for just over half of the treatment estimates in total, moderate for the others. Thus, the results have to be considered with caution.Considering both efficacy (PASI 90 outcome) and acceptability (SAEs outcome), highly effective treatments also had more SAEs compared to the other treatments, and ustekinumab, infliximab, and certolizumab appeared to have the better trade-off between efficacy and acceptability.Regarding the other efficacy outcomes, PASI 75 and Physician Global Assessment (PGA) 0/1, the results were very similar to the results for PASI 90.Information on quality of life was often poorly reported and was absent for a third of the interventions.

Authors' conclusions: Our review shows that compared to placebo, the biologics ixekizumab, secukinumab, brodalumab, guselkumab, certolizumab, and ustekinumab are the best choices for achieving PASI 90 in people with moderate to severe psoriasis on the basis of moderate- to high-certainty evidence. At class level, the biologic treatments anti-IL17, anti-IL12/23, anti-IL23, and anti-TNF alpha were significantly more effective than the small molecules and the conventional systemic agents, too. This NMA evidence is limited to induction therapy (outcomes were measured between 12 to 16 weeks after randomisation) and is not sufficiently relevant for a chronic disease. Moreover, low numbers of studies were found for some of the interventions, and the young age (mean age of 44 years) and high level of disease severity (PASI 20 at baseline) may not be typical of patients seen in daily clinical practice.Another major concern is that short-term trials provide scanty and sometimes poorly reported safety data and thus do not provide useful evidence to create a reliable risk profile of treatments. Indeed, we found no significant difference in the assessed interventions and placebo in terms of SAEs. Methotrexate appeared to have the best safety profile, but as the evidence was of very low to moderate quality, we cannot be sure of the ranking. In order to provide long-term information on the safety of the treatments included in this review, it will be necessary to evaluate non-randomised studies and postmarketing reports released from regulatory agencies as well.In terms of future research, randomised trials comparing directly active agents are necessary once high-quality evidence of benefit against placebo is established, including head-to-head trials amongst and between conventional systemic and small molecules, and between biological agents (anti-IL17 versus anti-IL23, anti-IL23 versus anti-IL12/23, anti-TNF alpha versus anti-IL12/23). Future trials should also undertake systematic subgroup analyses (e.g. assessing biological-naïve patients, baseline psoriasis severity, presence of psoriatic arthritis, etc.). Finally, outcome measure harmonisation is needed in psoriasis trials, and researchers should look at the medium- and long-term benefit and safety of the interventions and the comparative safety of different agents.

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Conflict of interest statement

Emilie Sbidian: grant support came from the French Society of Dermatology and the French Ministry of Health, France, the Programme Hospitalier de Recherche Clinique (DGOS no.14‐0322). The funding agencies have no role in the design or conduct of the study; collection, management, analysis, or interpretation of the data; or preparation and review of the manuscript. Anna Chaimani: nothing to declare. Ignacio Garcia‐Doval: nothing to declare. Giao Do: nothing to declare. Camille Hua: nothing to declare. Canelle Mazaud: nothing to declare. Catherine Droitcourt: nothing to declare. Carolyn Hughes: nothing to declare. John R Ingram: Dr Ingram is Deputy Editor of the British Journal of Dermatology. Luigi Naldi: I received compensation for consultancy or participating in advisory board meetings from the following pharmaceutical companies: AbbVie, Almirall, Janssen‐Cilag, Novartis, Sanofi, L'Oreal. My institution also received an unrestricted grant from AbbVie. The money did not fund the review. Olivier Chosidow: nothing to declare. Laurence Le Cleach: two grants were obtained to support this review work, one from the French Ministry of Health, France (Programme Hospitalier de Recherche Clinique (DGOS no.14‐0322), and one from the French Society of Dermatology (SFD).

Key Editor Gloria Sanclemente: "I have not been involved in any study included in this review, but in the last three years, I have received sponsoring for attending scientific meetings or congresses by Janssen‐Cilag, Novartis, and AbbVie. I also declare that I am currently co‐ordinating a Diploma in Evidence‐Based Dermatology in which attendees have been sponsored by Pfizer, AbbVie and Novartis laboratories."

Clinical referee Steven Feldman: "I have received research, speaking and/or consulting support from a variety of companies including Galderma, GSK/Stiefel, Almirall, Leo Pharma, Baxter, Boeringer Ingelheim, Mylan, Celgene, Pfizer, Valeant, AbbVie, Cosmederm, Anacor, Astellas, Janssen, Lilly, Merck, Merz, Novartis, Qurient, National Biological Corporation, Caremark, Advance Medical, Suncare Research, Informa, UpToDate and National Psoriasis Foundation. I am founder and majority owner of www.DrScore.com. I am a founder and part owner of Causa Research, a company dedicated to enhancing patients’ adherence to treatment."

Figures

Figure 1
Figure 1
Study flow diagram
Figure 2
Figure 2
'Risk of bias' summary: review authors' judgements about each 'Risk of bias' item for each included study
Figure 3
Figure 3
'Risk of bias' graph: review authors' judgements about each 'Risk of bias' item presented as percentages across all included studies
Figure 4
Figure 4
Network plot for all the outcomes at class‐level The size of the nodes is proportional to the total number of participants allocated to each intervention and the thickness of the lines proportional to the number of studies evaluating each direct comparison. AE: adverse events; PASI: Psoriasis Area and Severity Index; PGA: Physician Global Assessment; QoL: quality of life; SAE: serious adverse events
Figure 5
Figure 5
Network plot for all the outcomes at drug‐level The size of the nodes is proportional to the total number of participants allocated to each intervention and the thickness of the lines proportional to the number of studies evaluating each direct comparison. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab AE: adverse events; PASI: Psoriasis Area and Severity Index; PGA: Physician Global Assessment; QoL: quality of life; SAE: serious adverse events
Figure 6
Figure 6
Relative effects of the class‐level intervention as estimated from the network meta‐analysis model Drugs are reported in order of primary benefit ranking. Each cell contains the risk ratio (RR) (for dichotomous outcomes: PASI 90, serious adverse events, PASI 75, PGA 0/1, adverse events) or the standardised mean difference (SMD) (for the quality‐of‐life outcome), plus the 95% confidence interval, of the class level in the respective column versus the class level in the respective row. RRs larger than 1 for the lower triangle and smaller than 1 (or SMDs smaller than zero) for the upper triangle favour the treatment on the left. Significant results are bolded and underscored. AE: adverse events; PASI: Psoriasis Area and Severity Index; PGA: Physician's Global Assessment; QoL: quality of life; SAE: serious adverse events
Figure 7
Figure 7
Relative effects of the intervention as estimated from the network meta‐analysis model for Psoriasis Area and Severity Index (PASI) 90 and serious adverse events (SAEs) Drugs are reported in order of primary benefit ranking. Each cell contains the risk ratio (RR) and 95% confidence interval for the two primary outcomes (PASI 90 and SAEs) of the intervention in the respective column versus the class level in the respective row. RRs larger than 1 for the lower triangle and smaller than 1 for the upper triangle favour the treatment on the left. Significant results are highlighted in grey. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; τ (Tau): estimated heterogeneity standard deviation parameter; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 8
Figure 8
Relative effects of the intervention as estimated from the network meta‐analysis model for Psoriasis Area and Severity Index (PASI 75) and adverse events (AEs) Drugs are reported in order of primary benefit ranking. Each cell contains the Risk Ratio (RR) and 95% confidence interval for the two secondary outcomes (PASI 75 and adverse events) of the intervention in the respective column versus the comparator in the respective row. RRs larger than 1 for the lower triangle and smaller than 1 for the upper triangle favour the treatment on the left. Significant results are are highlighted in grey. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; τ (Tau): estimated heterogeneity standard deviation parameter; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 9
Figure 9
Relative effects of the intervention as estimated from the network meta‐analysis model for Physician's Global Assessment (PGA 0/1) and quality of life (QoL) Drugs are reported in order of primary benefit ranking. Each cell contains the risk ratio (RR) and 95% confidence interval (PGA 0/1) or standardized mean difference (quality of life) of the intervention in the respective column versus the comparator in the respective row. RRs larger than 1 for the lower triangle and smaller than 1 (or SMDs smaller than zero) for the upper triangle favour the treatment on the left. Significant results are are highlighted in grey. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; τ (Tau): estimated heterogeneity standard deviation parameter; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 10
Figure 10
Interval plot. Network meta‐analysis estimates of class‐level versus placebo for all the outcomes AE: adverse events; CI: confidence interval; PGA: Physician Global Assessment; PrI: predictive interval; QoL: Specific quality of life scale; RR: risk ratio; SAE: serious adverse events; SMD: standardised mean difference
Figure 11
Figure 11
Interval plot. Network meta‐analysis estimates of the interventions versus placebo for all the outcomes AE: adverse events; CI: confidence interval; PGA: Physician Global Assessment; PrI: predictive interval; QoL: Specific quality of life scale; RR: risk ratio; SAE: serious adverse events; SMD: standardised mean difference ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 12
Figure 12
Ranking plot. Ranking plot representing simultaneously the efficacy (x axis, PASI 90) and the acceptability (y axis, serious adverse events) of all the interventions (class and drug levels) for patients with moderate‐to‐severe psoriasis. Optimal treatment should be characterised by both high efficacy and acceptability and should be in the right upper corner of this graph. The different colours represent different groups of interventions considering their performance on both outcomes simultaneously. Interventions belonging to the same group are assumed having a similar performance when the two primary outcomes are considered jointly ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab PASI: Psoriasis Area and Severity Index; SAE: serious adverse events; SUCRA: surface under the cumulative ranking curve
Figure 13
Figure 13
Ranking for all the outcomes at class level AE: adverse events; PASI: Psoriasis Area and Severity Index; PGA: Physician Global Assessment; QoL: quality of life; SAE: serious adverse events
Figure 14
Figure 14
Ranking for all the outcomes at drug level ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab AE: adverse events; PASI: Psoriasis Area and Severity Index; PGA: Physician Global Assessment; QoL: quality of life; SAE: serious adverse events
Figure 15
Figure 15
PASI 90: direct summary effects for comparisons including at least two studies at class level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio
Figure 16
Figure 16
Serious adverse effects: direct summary effects for comparisons including at least two studies at class level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules CI: confidence interval; RR: risk ratio; SAE: serious adverse events
Figure 17
Figure 17
Specific quality of life scale: direct summary effects for comparisons including at least two studies at class level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules CI: confidence interval; QoL: specific quality of life scale; SMD: standardised mean difference
Figure 18
Figure 18
Physician Global Assessment 0/1: direct summary effects for comparisons including at least two studies at class‐level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules AE: adverse events; CI: confidence interval; PGA: Physician Global Assessment; RR: risk ratio
Figure 19
Figure 19
PASI 75: direct summary effects for comparisons including at least two studies at class level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio
Figure 20
Figure 20
Adverse effects : direct summary effects for comparisons including at least two studies at class‐level AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules AE: adverse events; CI: confidence interval; RR: risk ratio
Figure 21
Figure 21
Distributions of age and sex ratio of participants across comparisons ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 22
Figure 22
Distributions of weight of participants and PASI score at baseline across comparisons ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 23
Figure 23
Side‐splitting approach and design‐by‐treatment interaction model for inconsistency for Psoriasis Area and Severity Index (PASI) 90 Treatment codes: A = PBO, B = FUM, C = MTX, D = ACI, E = ALEFACEPT, F = CICLO, G = IFX, H = ADA, I = ETA, J = USK, K = SECU, L = IXE, M = BRODA, N = CERTO, O = APRE, P = TOFA, Q = GUSEL, R = TILDRA, S = PONE, T = ITO ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 24
Figure 24
Side‐splitting approach and design‐by‐treatment interaction model for inconsistency for serious adverse events (SAEs) Treatment codes: A = PBO, B = FUM, C = MTX, D = ACI, E = ALEFACEPT, F = CICLO, G = IFX, H = ADA, I = ETA, J = USK, K = SECU, L = IXE, M = BRODA, N = CERTO, O = APRE, P = TOFA, Q = GUSEL, R = TILDRA, S = PONE, T = ITO ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 25
Figure 25
Inconsistency plots for all the outcomes at class‐level Inconsistency factor (IF) is calculated as the risk ratio (RR)/standardised mean difference (SMD) for direct evidence over the RR/SMD for indirect evidence in the loop with its 95% confidence interval (CI). IF value close to 0 indicates the absence of evidence for disagreement between direct and indirect evidence. AIL12/23: anti‐IL12/23; AIL17: anti‐IL17; AIL23: anti‐IL23, ATA: anti‐TNF alpha; CSA: conventional systemic agents; OB: other biologics; PBO: placebo; SM: small molecules
Figure 26
Figure 26
Inconsistency plots for all the outcomes at drug level Inconsistency factor (IF) is calculated as the risk ratio (RR)/standardised mean difference (SMD) for direct evidence over the RR/SMD for indirect evidence in the loop with its 95% confidence interval (CI). IF value close to 0 indicates the absence of evidence for disagreement between direct and indirect evidence. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab
Figure 27
Figure 27
Sensitivity analyses ‐ Interval plot. Network meta‐analysis results for primary outcomes (PASI 90 and serious adverse events) for trials with at least 50 participants. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio; SAE: serious adverse events
Figure 28
Figure 28
Sensitivity analyses ‐ Interval plot. Network meta‐analysis results for primary outcomes (PASI 90 and serious adverse events) for the completers. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio; SAE: serious adverse events
Figure 29
Figure 29
Sensitivity analyses ‐ Interval plot. Network meta‐analysis results for primary outcomes (PASI 90 and serious adverse events) for all the interventions depending on the doses MTX ≥ 15/MTX other: methotrexate ≥ 15 mg per week/methotrexate CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio; SAE: serious adverse events
Figure 30
Figure 30
Sensitivity analyses ‐ Interval plot. Network meta‐analysis results for primary outcomes (PASI 90 and serious adverse events) for all the interventions excluding studies at high risk of bias. ACI: acitretin; ADA: adalimumab; APRE: apremilast; BRODA: brodalumab; CERTO: certolizumab; CICLO: ciclosporin; ETA: etanercept; FUM: fumaric acid; IFX: infliximab; ITO: itolizumab; IXE: ixekizumab; GUSEL: guselkumab; MTX: methotrexate; PBO: placebo; PONE: ponesimod; SECU: secukinumab; TILDRA: tildrakizumab; TOFA: tofacitinib; USK: ustekinumab CI: confidence interval; PASI: Psoriasis Area and Severity Index; RR: risk ratio; SAE: serious adverse events
Figure 31
Figure 31
Funnel plot for network meta‐analysis of all the outcomes AE: adverse event; lnRR: Mean effect size; PASI: Psoriasis Area and Severity Index; QoL: Specific quality of life scale; RR: Risk ratio; SAE: serious adverse events; SMD: standardised mean difference
Figure 32
Figure 32
Study bias distribution for each primary outcome (PASI 90 and serious adverse events) The following graphs show how much information (i.e. the percentage contribution of each direct comparison in the network estimates) comes from low (green), unclear/moderate (yellow) and high (red) risk of bias studies. Here we have all drugs versus placebo as it is difficult to have all comparisons due to space limitations. To evaluate the direct comparisons we used the mean level of bias of the included studies in each comparison. We used the web application CINeMA (CINeMA 2017). The codes of the treatments are A = Placebo, B = Fumaric acid esters, C = Methotrexate, D = Acitretin, E = Alefacept, F = Ciclosporin, G = Infliximab, H = Adalimumab, I = Etanercept, J = Ustekinumab, K = Secukinumab, L = Ixekizumab, M = Brodalumab, N = Certolizumab, O = Apremilast, P = Tofacitinib, Q = Guselkumab, R = Tildrakizumab, S = Ponesimod, T = Itolizumab
Analysis 1.1
Analysis 1.1
Comparison 1 Primary outcome ‐ PASI 90, Outcome 1 Conventional systemic agents versus placebo.
Analysis 1.2
Analysis 1.2
Comparison 1 Primary outcome ‐ PASI 90, Outcome 2 Conventional systemic 1 versus conventional systemic 2.
Analysis 1.3
Analysis 1.3
Comparison 1 Primary outcome ‐ PASI 90, Outcome 3 Anti‐TNF alpha versus placebo.
Analysis 1.4
Analysis 1.4
Comparison 1 Primary outcome ‐ PASI 90, Outcome 4 Ustekinumab versus placebo.
Analysis 1.5
Analysis 1.5
Comparison 1 Primary outcome ‐ PASI 90, Outcome 5 Anti‐IL17 versus placebo.
Analysis 1.6
Analysis 1.6
Comparison 1 Primary outcome ‐ PASI 90, Outcome 6 Anti‐IL23 versus placebo.
Analysis 1.7
Analysis 1.7
Comparison 1 Primary outcome ‐ PASI 90, Outcome 7 Other biologics.
Analysis 1.8
Analysis 1.8
Comparison 1 Primary outcome ‐ PASI 90, Outcome 8 Biologic versus conventional systemic treatments.
Analysis 1.9
Analysis 1.9
Comparison 1 Primary outcome ‐ PASI 90, Outcome 9 Biologic 1 versus biologic 2.
Analysis 1.10
Analysis 1.10
Comparison 1 Primary outcome ‐ PASI 90, Outcome 10 Small molecules versus placebo.
Analysis 1.11
Analysis 1.11
Comparison 1 Primary outcome ‐ PASI 90, Outcome 11 Biologic versus small molecules.
Analysis 2.1
Analysis 2.1
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 1 Conventional systemic agents versus placebo.
Analysis 2.2
Analysis 2.2
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 2 Anti‐TNF alpha versus placebo.
Analysis 2.3
Analysis 2.3
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 3 Ustekinumab versus placebo.
Analysis 2.4
Analysis 2.4
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 4 Anti‐IL17 versus placebo.
Analysis 2.5
Analysis 2.5
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 5 Anti‐IL23 versus placebo.
Analysis 2.6
Analysis 2.6
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 6 Other biologics.
Analysis 2.7
Analysis 2.7
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 7 Biologic versus conventional systemic treatments.
Analysis 2.8
Analysis 2.8
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 8 Biologic 1 versus biologic 2.
Analysis 2.9
Analysis 2.9
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 9 Small molecules versus placebo.
Analysis 2.10
Analysis 2.10
Comparison 2 Primary outcome ‐ serious adverse events, Outcome 10 Biologic versus small molecules.
Analysis 3.1
Analysis 3.1
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 1 Conventional systemic agents versus placebo.
Analysis 3.2
Analysis 3.2
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 2 Conventional systemic 1 versus conventional systemic 2.
Analysis 3.3
Analysis 3.3
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 3 Anti‐TNF alpha versus placebo.
Analysis 3.4
Analysis 3.4
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 4 Ustekinumab versus placebo.
Analysis 3.5
Analysis 3.5
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 5 Anti‐IL17 versus placebo.
Analysis 3.6
Analysis 3.6
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 6 Anti‐IL23 versus placebo.
Analysis 3.7
Analysis 3.7
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 7 Other biologics.
Analysis 3.8
Analysis 3.8
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 8 Biologic versus conventional systemic treatments.
Analysis 3.9
Analysis 3.9
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 9 Biologic 1 versus biologic 2.
Analysis 3.10
Analysis 3.10
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 10 Small molecules versus placebo.
Analysis 3.11
Analysis 3.11
Comparison 3 Secondary outcome ‐ PASI 75, Outcome 11 Biologic versus small molecules.
Analysis 4.1
Analysis 4.1
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 1 Conventional systemic agents versus placebo.
Analysis 4.2
Analysis 4.2
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 2 Conventional systemic 1 versus conventional systemic 2.
Analysis 4.3
Analysis 4.3
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 3 Anti‐TNF alpha versus placebo.
Analysis 4.4
Analysis 4.4
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 4 Ustekinumab versus placebo.
Analysis 4.5
Analysis 4.5
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 5 Anti‐IL17 versus placebo.
Analysis 4.6
Analysis 4.6
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 6 Anti‐IL23 versus placebo.
Analysis 4.7
Analysis 4.7
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 7 Other biologics.
Analysis 4.8
Analysis 4.8
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 8 Biologic versus conventional systemic treatments.
Analysis 4.9
Analysis 4.9
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 9 Biologic 1 versus biologic 2.
Analysis 4.10
Analysis 4.10
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 10 Small molecules versus placebo.
Analysis 4.11
Analysis 4.11
Comparison 4 Secondary outcome ‐ PGA 0/1, Outcome 11 Biologic versus small molecules.
Analysis 5.1
Analysis 5.1
Comparison 5 Secondary outcome ‐ quality of life, Outcome 1 Conventional systemic agents versus placebo.
Analysis 5.2
Analysis 5.2
Comparison 5 Secondary outcome ‐ quality of life, Outcome 2 Anti‐TNF alpha versus placebo.
Analysis 5.3
Analysis 5.3
Comparison 5 Secondary outcome ‐ quality of life, Outcome 3 Ustekinumab versus placebo.
Analysis 5.4
Analysis 5.4
Comparison 5 Secondary outcome ‐ quality of life, Outcome 4 Anti‐IL17 versus placebo.
Analysis 5.5
Analysis 5.5
Comparison 5 Secondary outcome ‐ quality of life, Outcome 5 Anti‐IL23 versus placebo.
Analysis 5.6
Analysis 5.6
Comparison 5 Secondary outcome ‐ quality of life, Outcome 6 Other biologics.
Analysis 5.7
Analysis 5.7
Comparison 5 Secondary outcome ‐ quality of life, Outcome 7 Biologic versus conventional systemic treatments.
Analysis 5.8
Analysis 5.8
Comparison 5 Secondary outcome ‐ quality of life, Outcome 8 Biologic 1 versus biologic 2.
Analysis 5.9
Analysis 5.9
Comparison 5 Secondary outcome ‐ quality of life, Outcome 9 Small molecules versus placebo.
Analysis 5.10
Analysis 5.10
Comparison 5 Secondary outcome ‐ quality of life, Outcome 10 Biologic versus small molecules.
Analysis 6.1
Analysis 6.1
Comparison 6 Secondary outcome ‐ adverse events, Outcome 1 Conventional systemic agents versus placebo.
Analysis 6.2
Analysis 6.2
Comparison 6 Secondary outcome ‐ adverse events, Outcome 2 Conventional systemic 1 versus conventional systemic 2.
Analysis 6.3
Analysis 6.3
Comparison 6 Secondary outcome ‐ adverse events, Outcome 3 Anti‐TNF alpha versus placebo.
Analysis 6.4
Analysis 6.4
Comparison 6 Secondary outcome ‐ adverse events, Outcome 4 Ustekinumab versus placebo.
Analysis 6.5
Analysis 6.5
Comparison 6 Secondary outcome ‐ adverse events, Outcome 5 Anti‐IL17 versus placebo.
Analysis 6.6
Analysis 6.6
Comparison 6 Secondary outcome ‐ adverse events, Outcome 6 Anti‐IL23 versus placebo.
Analysis 6.7
Analysis 6.7
Comparison 6 Secondary outcome ‐ adverse events, Outcome 7 Biologic versus conventional systemic treatments.
Analysis 6.8
Analysis 6.8
Comparison 6 Secondary outcome ‐ adverse events, Outcome 8 Biologic 1 versus biologic 2.
Analysis 6.9
Analysis 6.9
Comparison 6 Secondary outcome ‐ adverse events, Outcome 9 Small molecules versus placebo.
Analysis 6.10
Analysis 6.10
Comparison 6 Secondary outcome ‐ adverse events, Outcome 10 Biologic versus small molecules.

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References

References to studies included in this review

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Additional references

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References to other published versions of this review

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