Spine loss in depression impairs dendritic signal integration in human cortical microcircuit models
Major depressive disorder (depression) is associated with altered dendritic structure and function in excitatory cortical pyramidal neurons, due to decreased inhibition from somatostatin interneurons and loss of spines and associated synapses, as indicated in postmortem human studies. Dendrites play an important role in signal processing as they receive the majority of synaptic inputs and exhibit nonlinear properties including backpropagating action potentials and dendritic Na+ spikes that enhance the computational power of the neuron. However, it is currently unclear how depression-related dendritic changes impact the integration of signals. Here, we expanded our previous data-driven detailed computational models of human cortical microcircuits in health and depression to include active dendritic properties that enable backpropagating action potentials as measured in human neurons, and spine loss in depression in terms of synapse loss and altered intrinsic property. We show that spine loss dampens signal response and thus results in a larger impairment of cortical function such as signal detection than due to reduced somatostatin interneuron inhibition alone. We further show that the altered intrinsic properties due to spine loss abolish nonlinear dendritic integration of signals and impair recurrent microcircuit activity. Our study thus mechanistically links cellular changes in depression to impaired dendritic processing in human cortical microcircuits.