While we can feel both proud and excited about the ongoing advances in mood disorder research and its application to treatment strategies, we cannot afford complacency. Certainly, a number of important questions remain unanswered. For example, we still do not know the true mechanism of action of antidepressant treatments, nor whether there are common neurochemical pathways independent of the specific treatment modality. While treatment response may approach 70% or sometimes higher, failure to achieve full recovery and, therefore, greater protection against future episodes, is still common. Given the estimation of the global burden of depression by 2020, considerable effort must be directed toward this problem as soon as possible. With respect to other treatment issues, bipolar depression continues to remain an enigma. Finally, our inadequate understanding of suicidal behavior and the likelihood of future suicidal behavior is a critical challenge. Also in this issue, Leon and colleagues, using the large National Institute of Mental Health Collaborative Depression Study data set, point out that there is no support for the speculation that intervention itself (e.g., using fluoxetine) will increase the risk of suicide. In fact, treatment generally decreases the risk. Mann and colleagues review their own data on suicide attempts and develop a model of suicidal behavior that can provide a template for further biological and behavioral research. I would only recommend that other important risk paradigms, such as those advocated by Kraemer et al. 2 years ago (2), be included in this conceptualization.