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Obtaining novel data-driven hypotheses from teaching activities: An example assessing the role of the FKBP5 gene in
Heather Strelevitz1,2, Alireza A Dehaqani1,2,3, Luigi Balasco1,2
1Master in Cognitive Sciences, Center for Mind/Brain Sciences (CIMeC), University of Trento, Rovereto, Trento, Italy.
Abstract:
Many clinical and research efforts aim to develop antidepressant drugs for those suffering from major depressive disorder (MDD). Yet, even today, the available treatments are suboptimal and unpredictable, with a significant proportion of patients enduring multiple drug attempts and adverse side effects before a successful response, and, for many patients, no response at all. Thus, a clearer understanding of the mechanisms underlying MDD is necessary. In the 'Brain Development and Disease' class of our Master's program in Cognitive Sciences, we ask students to collect data about the expression of a gene whose altered expression and/or function is related to a brain disorder. The students' final exam assignment consists of writing a research article in which the collected data are discussed in relation to the relevant disorder. In the course of one of these assignments, we identified the FKBP5 gene as a key player uniting two major hypotheses of MDD pathogenesis and treatment response. FKBP5 controls biological processes including immunoregulation and glucocorticoid function, both of which are separately implicated in the development and prognosis of MDD. Gene expression analyses from the human, non-human primate and mouse Allen Brain Atlases revealed that FKBP5 is expressed in brain regions involved in MDD, particularly at ages susceptible to early-life stressors. Data re-analysis from published studies confirmed that FKBP5 expression is upregulated in relevant brain regions in human MDD and preclinical mouse models of MDD. Our experience shows that classes engaging students in data collection and analysis projects may effectively result in novel data-driven hypotheses.
Insights
Major depressive disorder (MDD) treatments are suboptimal. The FKBP5 gene, linked to immunoregulation and stress, may unite MDD hypotheses and offer new therapeutic targets.
Area of Science:
- Neuroscience
- Genetics
- Psychiatry
Background:
- Major depressive disorder (MDD) affects millions, yet current treatments remain unpredictable and often ineffective for many patients.
- A deeper understanding of MDD's underlying biological mechanisms is crucial for developing improved therapeutic strategies.
- Student-led data collection and analysis projects can yield novel, data-driven hypotheses in cognitive science research.
Discussion:
- The FKBP5 gene emerged as a significant factor connecting stress response and immune system dysregulation in MDD.
- FKBP5 plays a role in glucocorticoid function and immunoregulation, both implicated in MDD pathogenesis and treatment outcomes.
- Gene expression data from multiple species (human, primate, mouse) indicate FKBP5 is present in brain regions relevant to MDD.
Key Insights:
- FKBP5 expression is notably high in brain areas associated with MDD, particularly during developmental periods sensitive to early-life stress.
- Re-analysis of existing studies confirms FKBP5 upregulation in the brain for both human MDD patients and preclinical models.
- The FKBP5 gene represents a potential unifying factor for distinct hypotheses regarding MDD development and response to treatment.
Outlook:
- Further investigation into FKBP5's role could reveal new therapeutic targets for MDD.
- Understanding FKBP5 regulation may lead to more predictable and effective antidepressant treatments.
- This study highlights the value of integrating educational data collection with scientific discovery.
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