Left prefrontal connectivity links subthalamic stimulation with depressive symptoms in Parkinson’s disease

Irmen, F.; Horn, A.; Mosley, P.; Perry, A.; Petry-Schmelzer, J. N.; Dafsari, H.; Barbe, M.; Visser-Vandewalle, V.; Schneider, G.-H.; Li, N.; Kübler, D.; Wenzel, G.; Kühn, A. A.

doi:10.1101/665976

bioRxiv · 10.1101/665976

Left prefrontal connectivity links subthalamic stimulation with depressive symptoms in Parkinson’s disease

Irmen, F.·Horn, A.·Mosley, P.·Perry, A.·Petry-Schmelzer, J. N.·Dafsari, H.·Barbe, M.·Visser-Vandewalle, V.·Schneider, G.-H.·Li, N.·Kübler, D.·Wenzel, G.·Kühn, A. A.

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Abstract

ObjectiveSubthalamic nucleus deep brain stimulation (STN-DBS) in Parkinsons Disease (PD) not only stimulates focal target structures but also affects distributed brain networks. The impact this network modulation has on non-motor DBS effects is not well characterized. By focusing on the affective domain, we systematically investigate the impact of electrode placement and associated structural connectivity on changes in depressive symptoms following STN-DBS which have been reported to improve, worsen or remain unchanged. MethodsDepressive symptoms before and after STN-DBS surgery were documented in 116 PD patients from three DBS centers (Berlin, Queensland, Cologne). Based on individual electrode reconstructions, the volumes of tissue activated (VTA) were estimated and combined with normative connectome data to identify structural connections passing through VTAs. Berlin and Queensland cohorts formed a training and cross-validation dataset used to identify structural connectivity explaining change in depressive symptoms. The Cologne data served as test-set for which depressive symptom change was predicted. ResultsStructural connectivity was linked to depressive symptom change under STN-DBS. An optimal connectivity map trained on the Berlin cohort could predict changes in depressive symptoms in Queensland patients and vice versa. Furthermore, the joint training-set map predicted changes in depressive symptoms in the independent test-set. Worsening of depressive symptoms was associated with left prefrontal connectivity. InterpretationFibers linking the STN electrode with left prefrontal areas predicted worsening of depressive symptoms. Our results suggest that for the left STN-DBS lead, placement impacting fibers to left prefrontal areas should be avoided to maximize improvement of depressive symptoms.

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Irmen, F., Horn, A., Mosley, P., Perry, A., Petry-Schmelzer, J. N., Dafsari, H., Barbe, M., Visser-Vandewalle, V., Schneider, G.-H., Li, N., Kübler, D., Wenzel, G., Kühn, A. A.. 2019-06-10. Left prefrontal connectivity links subthalamic stimulation with depressive symptoms in Parkinson’s disease. https://doi.org/10.1101/665976

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