Functional Unblinding in Double-blind, Randomized, Controlled Trials (RCTs)

Earlier this month, FDA advisory committee declined to endorse Lykos Therapeutics’ application to market its psychedelic drug MDNA, also known as ecstasy, as a treatment for post-traumatic stress disorder (PTSD). The panel voted 9-to-2 against the treatment when asked if data showed MDMA’s effectiveness, and 10-to-1 against when asked if the benefits of MDMA outweighed its risks. Both of Lykos Therapeutics’ pivotal studies (MAPP1 study and MAPP2 study) are positive. With relatively small sample sizes, both studies showed highly statistically significant results that MDNA-assisted therapy is highly efficacious in individuals with severe PTSD. The failure in earning the endorsement from FDA advisory committee was not due to the study results, but due to the concerns about the study design and the study conduct, specifically, potential abuse, functional unblinding, and expectation biases. Functional Unblinding was one of the sticky issues discussed during the advisory committee meeting. 

Functional unblinding refers to the situation in a clinical trial or research study where individuals involved (such as participants, investigators, or assessors) gain access to information that reveals the identity of the treatment or intervention being administered. Functional unblinding can happen inadvertently due to various reasons, such as unintended disclosure of treatment details (accidental unblinding), observation of side effects specific to a treatment, or recognition of differences between treatment groups. Clinical trial sponsors usually implement strict procedures to prevent accidental unblinding and manufacture the matched control treatments/using double-dummy technique to prevent recognition of differences between treatment groups. 

However, functional unblinding due to side effects (or treatment emergent adverse events (TEAEs)) may occur with any investigational drug. If the treatment group (or investigational drug) can cause significantly more side effects, study participants, investigators, or assessors can guestimate which treatment group the study participants are assigned to. For example, IGIV causes headache events; niacin causes red or flushed skin, sotatercept causes telangiectasia, bleeding events, and increased hemoglobin levels,... participants or investigators may be able to guesstimate if the participants are receiving the investigational drug based on these unique side effects (adverse events). 

Functional unblinding is an especially important issue in psychedelic drug (such as Lykos' therapeutics's MDNA) clinical trials. In FDA's guidance for industry (June 2023) "Psychedelic Drugs: Considerations for Clinical Investigations", 'functional unblinding' was discussed as the following. It raised the functional unblinding issue and provided some solutions for preventing/handling the functional unblinding: 

Functional unblinding is a critical concern in clinical trials where the investigational drugs have unique and distinctive side effects. Functional unblinding can introduce bias (consciously or unconsciously), affect participant behavior, influence how outcomes are measured and interpreted, and compromise the objectivity of the study's outcome.

If functional unblinding is suspected, it is difficult for sponsors to demonstrate that the functional unblinding does not occur. One approach to investigate/assess the functional unblinding is to employ questionnaires before the study unblinding to ask the participants and investigators which treatment group they think the participants are receiving. However, I see no or very few sponsors doing this. I described this in an earlier post "Assessing potential unblinding due to imbalance in side effects through exit questionnaires".