Use of Real-World Evidence in Neuroscience-Related New Drug and Biologics License Applications for Novel Therapeutics.

The US Food and Drug Administration (FDA) is evaluating the potential use of real-world evidence (RWE) in regulatory decision making. Some groups have evaluated the use of RWE in regulatory submissions in the United States and abroad, reporting that reliance on RWE to support new product approvals is relatively common. Confusion regarding the use of RWE in drug-approval decisions may arise, however, based on different application of the terms real-world data (RWD) and RWE. We evaluated RWE in new drug applications (NDAs) and biologics license applications (BLAs) from January 2019 to June 2021 for novel drugs and biologics approved by the FDA with indications related to psychiatry, neurology, pain, or sedation (here, termed neuroscience-related). We sought to determine whether the submissions included RWE and to describe the types of data and study designs used. Thirty neuroscience-related NDAs or BLAs were identified for novel drugs and biologics approved during the time-period of interest. Among these approvals, three applications (10%) were adjudicated as containing RWE, one of which included RWE as primary evidence of effectiveness. Our findings highlight how different operational definitions of the terms RWD and RWE can result in demonstrably different reporting of the use of RWE in regulatory decision making for neuroscience-related novel drugs and biologics. A better understanding of this topic, along with awareness of regulatory definitions of RWE, are important factors to promote accurate tracking and reporting of regulatory submissions involving RWE. These factors can also improve awareness among the stakeholder community regarding the role of RWD and RWE in regulatory decision making.

A Participant-Level Integrative Data Analysis of Differential Placebo Response for Suicidal Ideation and Nonsuicidal Depressive Symptoms in Clinical Trials of Intravenous Racemic Ketamine.

BACKGROUND: Clinical trials of intravenous (IV) racemic (R,S)-ketamine (hereafter referred to as IV ketamine) have consistently reported rapid and substantial reductions in overall depressive symptoms compared with saline (inactive placebo) or midazolam (active placebo). The evidence for IV ketamine's specific effects on suicidal ideation is less clear, however. This study sought to examine whether differential placebo (saline or midazolam) response to overall depressive symptoms vs suicidal ideation may help explain these divergent findings. METHODS: Data for this participant-level integrative data analysis were drawn from 151 participants across 10 studies, and linear regression was used to examine the relationship between placebo response for suicidal ideation vs other depressive symptoms indexed from standard rating scales-specifically, depressed mood, anhedonia, anxiety, and guilt-over time. RESULTS: For participants receiving saline placebo (n = 46), greater placebo response was observed for suicidal ideation compared with other symptoms indexed from standard depression rating scales, except for anxiety. For those receiving midazolam placebo (n = 105), greater placebo response was observed for suicidal ideation compared with depressed mood or anhedonia, and no significant differences were observed when comparing suicidal ideation with anxiety or guilt. CONCLUSIONS: Taken together, the results provide preliminary evidence of a differential placebo response for suicidal ideation vs other depressive symptoms, while anxiety and suicidal ideation appear to produce similar placebo response profiles. These findings may help explain the more modest findings in clinical IV ketamine trials for suicidal ideation than overall depression.

The association between variability, intensity, and persistence of suicidal ideation and prospective suicidal behavior in the systematic treatment enhancement program for bipolar disorder (STEP-BD) study.

BACKGROUND: This study sought to examine the association between prospective suicidal behavior and variability, intensity, and persistence of suicidal ideation (SI) in bipolar disorder (BD). METHODS: Data were drawn from the Systematic Treatment Enhancement Program for Bipolar Disorder (STEP-BD), a naturalistic study of 4360 outpatients 15 years or older with BD. In separate models, logistic regressions with suicidal behavior (first attempt or death by suicide) as the outcome variable and SI variability (fluctuating levels of SI over time, measured as ordinal dispersion of SI score), intensity (median SI score over time in study), or persistence (number of visits with reported SI) as the explanatory variables were used to examine the relationship between SI characteristics and odds of future suicidal behavior events. RESULTS: After adjusting for possible confounders, the odds of prospective suicidal behavior were 1.2 times greater per 10% increase in SI variability. SI persistence was not associated with suicidal behavior. For SI intensity, a median SI score of 'rare/fleeting' or 'several days' of SI was not associated with suicidal behavior, but the odds of prospective suicidal behavior were nearly five times greater for participants with the highest observed median SI intensity score of 'nearly every day'. CONCLUSIONS: The findings suggest that, in BD participants, monitoring SI variability may be clinically useful for assessing suicide risk.

Prospective association of psychological pain and hopelessness with suicidal thoughts.

BACKGROUND: Early markers preceding suicide ideation (SI) may provide valuable information for both assessment and treatment. The glutamatergic modulator ketamine has rapid, transient effects on SI, creating an opportunity to observe potential antecedents of the re-emergence of SI. This analysis evaluated whether the interaction between two suicide risk factors-psychological pain and hopelessness-were prospectively associated with SI post-ketamine administration. METHODS: Data were drawn from three ketamine clinical trials of participants with treatment-resistant major depressive disorder or bipolar disorder (n = 108) with short- and/or long-term follow-up (three or 11 days). A random intercept cross-lagged panel model evaluated the longitudinal relationship between the correlated concepts, specifically whether the interaction between hopelessness and psychological pain was associated with future SI. RESULTS: Psychological pain and hopelessness were not prospectively associated with SI in short-term or long-term analyses; rather, long-term analyses found that SI was associated with later psychological pain and hopelessness. Similarly, no relationship was observed for other suicide risk factors, including anhedonia, depressed mood, and impaired sleep. LIMITATIONS: Secondary analysis of clinical trial data not collected for this purpose; hopelessness and psychological pain were assessed via proxy measures from existing depression rating scales; the small sample size required a restricted statistical model. CONCLUSIONS: Psychological pain and hopelessness were not associated with the re-emergence of SI post-ketamine. These results may be due to limited variability in the data. The re-emergence of SI post-ketamine may also not follow patterns typically seen in non-pharmacologic contexts. Individuals with a history of SI warrant careful monitoring post-ketamine administration.

Predictors of suicidal ideation trajectories in the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study.

A better understanding of suicidal ideation (SI), including patterns of SI, may help elucidate links between depression, SI, and suicidal behavior. This study sought to identify trajectories of SI in a large, community-based clinical trial of participants with major depressive disorder (MDD) and to investigate the relationships between these trajectories and predictors of interest, including anxiety and anhedonia. A longitudinal latent class analysis was conducted in 3923 participants enrolled in Level 1 of the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study of citalopram for the treatment of MDD. An unconditional latent class analysis was conducted using SI at study weeks 0, 2, 4, 6, and 9 as the indicators. A multinomial regression was then conducted with SI trajectory as the outcome and anhedonia, severity of depressive symptoms, atypical depression, anxiety, history of suicide attempt, history of substance abuse, history of trauma, and other covariates as the predictors. Four SI trajectories were identified: 1) variable SI; 2) little-to-no SI; 3) persistent SI; and 4) improving SI. Compared to the little-to-no SI trajectory, those with more severe anhedonia were more likely to experience persistent SI, while those with more severe anxiety were more likely to experience improving SI. Factors that distinguish SI trajectories, such as anxiety and anhedonia, may be critical targets for intervention or profiles for prognosis.

Qualitative Study of NAMI Homefront Family Support Program.

The National Alliance on Mental Illness's Homefront program is a 6-week peer-taught program for family members of veterans and active duty soldiers. Homefront is associated with increased empowerment, coping, and knowledge, but little is known about member experiences. This study used telephone interviews to identify program components that are helpful or need improvement, and to compare the online and in-person program formats. Seventeen participants (7 online) and 17 instructors (3 online) were interviewed and qualitative data analysis suggested that the most helpful components were group discussion, lessons on veteran-specific issues, and coping skills workshops. Some suggested expanding Homefront to 8 or 10 weeks. The online program was convenient for those unable to attend otherwise, but participants cited some dissatisfaction with the discussion format. Instructors described teaching the program as rewarding and noted learning from the curriculum. Understanding the experiences of participants may inform the development of future psychoeducation programs.