One-Year Outcomes Following Intravenous Ketamine Plus Digital Training Among Patients with Treatment-Resistant Depression

This follow-up to a randomized clinical trial (n=154) of adults with treatment-resistant depression (TRD) examined the impact of a digital intervention, automated self-association training (ASAT), on prolonging the antidepressant effect of a single ketamine infusion. The trial found that ketamine, followed by four days of ASAT, resulted in a significant effect on depression that lasted for three months, though the benefit was not sustained in months 4 to 12.

Abstract of 1-Year Outcomes Following IV Ketamine Plus Digital Training Among Patients with TRD

“Introduction In a recently published randomized clinical trial,1 we presented evidence that a novel digital intervention rooted in Pavlovian conditioning,2 automated self-association training (ASAT), can prolong the antidepressant effect of a single infusion of ketamine in patients with treatment-resistant depression. Brief computer exercises using positive words and images, designed to rehabilitate self-worth, created an effect on the primary clinician-rated depression outcome that persisted until the last in-person study visit at 1-month postinfusion. Given the lack of any waning effect at the final acute phase study visit, here, we utilized self-report data, collected during a 1-year naturalistic follow-up, to explore the full extent of the durability of this synergistic intervention.

Methods This secondary analysis of a randomized clinical trial followed the CONSORT reporting guideline. The study protocol is in Supplement 1. In the parent study, 154 adult patients with treatment-resistant depression, on stable psychiatric treatments, were randomized to 1 of 3 treatment conditions1: a single infusion of ketamine (0.5 mg/kg) followed by 4 days (30-40 min/d) of ASAT, a digital therapeutic we designed to leverage a hypothesized window of plasticity following ketamine to target implicit thought patterns related to oneself; ketamine followed by sham ASAT (identical computer exercises lacking therapeutic and self-relevant content); or saline infusion followed by active ASAT (Figure 1; eMethods in Supplement 2). Throughout a 1-year naturalistic follow-up period planned a priori (ClinicalTrials.gov identifier: NCT03237286), patients completed the Quick Inventory for Depressive Symptoms (QIDS-SR3), designated as the primary outcome during the follow-up phase. Surveys were solicited at the following time points after the infusion date: 30, 60, 90, 120, 150, 180, and 360 days.

Time point and group (using saline plus ASAT as the reference group) were included as categorical factors in an intent-to-treat, hierarchical linear model (which automatically estimates missing values) estimating QIDS-SR total scores, covarying preinfusion baseline QIDS-SR scores. To dissect group × time interactions, given lack of a priori knowledge regarding potential durability of this novel intervention, visual inspection of symptom trajectories was used to identify post hoc a data-driven breakpoint at which error bars became overlapping, visible at greater than or equal to 120 days postinfusion (Figure 2). To minimize multiple comparisons, pairwise planned contrasts were then used to probe group means during these data-driven early (≤90 days) and late (≥120 days) timeframes.

Results Among 154 randomized participants, 97 (63.0%) were assigned female sex at birth, and 57 (37.0%) were assigned male sex at birth; 11 (7.1%) self-identified as Hispanic or Latino, 9 (5.8%) as Asian, 7 (4.6%) as Black, 116 (75.3%) as non-Hispanic White, and 11 (7.1%) as more than 1 race; the mean (SD) age was 34.3 (10.5) years; and they had a mean (SD) of 2.64 (1.93) prior antidepressant treatment failures.

A significant time point × group interaction was observed in the full model (P for interaction < .001). As illustrated in Figure 2, in the early timeframe (defined post hoc as <120 days), there was a significant effect of group for ketamine plus ASAT vs saline plus ASAT (β  = −0.37 [95% CI, −0.71 to −0.04]; P = .03), while there was no corresponding significant effect when ketamine was given without ASAT (ketamine plus sham) compared with saline plus ASAT (β = −0.20 [95% CI, −0.54 to 0.14]; P = .25). By contrast, in the late timeframe, there were no longer any significant differences between groups (ketamine plus ASAT vs saline plus ASAT: β = 0.18 [95% CI, −0.15 to 0.51]; P = .29; ketamine plus sham vs saline plus ASAT: β = 0.11 [95% CI, −0.23 to 0.45]; P = .52).

Discussion Our study found that the rapid effects of ketamine can be made more enduring with simple, portable, digital techniques that would be relatively easy to provide to patients in a wide range of settings. One 40-minute drug administration, followed by 4 days (30-40 min/d) of digital exercises, created a statistical effect on depression that endured for 3 months according to the new follow-up phase data presented here—even in the context of naturalistic treatment changes across all groups. However, this benefit was not sustained in months 4 to 12.

Study limitations include lack of a no-treatment (saline plus sham) group, precluding conclusions regarding the effect of ASAT as a standalone intervention given that all participants received at least 1 active intervention component, and low base rates of clinically impactful outcomes (eg, suicidal events). Future research is needed to make the initial effect size both larger (given persistent mild-to-moderate average depression levels observed in all study groups) and more durable, potentially through repeated drug administrations, booster sessions of the digital therapy (including at-home administration), and/or additional conditioning modules to target other implicit cognitive patterns. Similar techniques could be tested for their potential to produce rapid, efficient, non–resource-intensive, and relatively enduring relief for a wide variety of common psychological conditions, including suicidality, anxiety, and more.

Authors: Rebecca B. Price, Meredith L. Wallace, Sanjay J. Mathew & Robert H. Howland

Summary of 1-Year Outcomes Following IV Ketamine Plus Digital Training Among Patients with TRD