Authors: Gwen van der Wijk; Mojdeh Zamyadi; Signe Bray; Stefanie Hassel; Stephen R. Arnott; Benicio N. Frey; Sidney H. Kennedy; Andrew D. Davis; Geoffrey B. Hall; Raymond W. Lam; Roumen Milev; Daniel J. Müller; Sagar Parikh; Claudio Soares; Glenda M. Macqueen; Stephen C. Strother; Andrea B. Protzner · Research
How Do Individual Differences in Brain Activity Impact Depression Treatment?
New research reveals individual brain differences may be more important than diagnostic categories in depression treatment.
Source: van der Wijk, G., Zamyadi, M., Bray, S., Hassel, S., Arnott, S. R., Frey, B. N., Kennedy, S. H., Davis, A. D., Hall, G. B., Lam, R. W., Milev, R., Müller, D. J., Parikh, S., Soares, C., Macqueen, G. M., Strother, S. C., & Protzner, A. B. (2024). Large Individual Differences in Functional Connectivity in the Context of Major Depression and Antidepressant Pharmacotherapy. eNeuro. https://doi.org/10.1523/ENEURO.0286-23.2024
What you need to know
- Individual brain patterns account for nearly half of brain activity differences in depression, much more than diagnostic categories
- Basic sensory and motor brain regions show similar patterns across people, while regions involved in thinking and attention vary more between individuals
- Understanding individual brain differences may help develop more personalized depression treatments
Setting the Stage: Why Individual Differences Matter
Consider two people diagnosed with major depression. While they may share the same diagnosis and similar symptoms, their experiences can be vastly different - from the specific combination of symptoms they experience to how they respond to treatment. This variability has long puzzled researchers and clinicians alike. Now, an innovative study examining brain activity patterns offers new insights into why depression and its treatment can look so different from person to person.
Looking at the Brain’s Communication Networks
The researchers used functional magnetic resonance imaging (fMRI) to examine how different regions of the brain communicate with each other, known as functional connectivity, in both people with depression and healthy individuals. They collected brain scans at three time points over 8 weeks while patients received antidepressant treatment.
Rather than just looking at average differences between groups (like patients versus healthy controls), the researchers specifically examined how much brain patterns varied between individuals. They wanted to understand what proportion of the differences in brain activity could be attributed to individual uniqueness versus diagnostic categories or treatment response.
A Surprising Discovery About Brain Patterns
The findings were striking - individual differences accounted for about 45% of the variation in brain connectivity patterns, while features common to everyone made up about 50%. In contrast, differences related to having depression, responding to treatment, or biological sex only explained about 1-2% of the variation.
This means that while there are some reliable differences in brain activity between people with and without depression, or between those who respond well to treatment versus those who don’t, these differences are actually quite small compared to how much brain patterns naturally vary from person to person.
Where in the Brain Do We See These Differences?
Interestingly, not all brain regions showed the same degree of individual variation. Areas involved in basic functions like processing sensory information or controlling movement showed similar patterns across most people. However, regions involved in more complex functions like attention, decision-making, and emotional control showed much more variation between individuals.
What This Means for You
These findings have several important implications for understanding and treating depression:
- One-size-fits-all approaches to treatment may be limited because they don’t account for significant individual differences in brain function
- Your unique brain patterns may be more important for treatment success than whether you fit perfectly into diagnostic categories
- Future treatments might become more personalized by taking into account individual brain patterns rather than just diagnostic labels
- The high degree of individual variation in attention and emotional control networks suggests these might be important targets for personalized interventions
Conclusions
- Individual brain differences appear to be much more significant than previously recognized in the context of depression and its treatment
- Basic brain functions are similar across people, while more complex cognitive and emotional processes show more individual variation
- Future depression treatments may need to become more personalized, taking into account individual brain patterns rather than relying solely on diagnostic categories