Publications of Nicolas Rost

Vater, M.; Rost, N.; Eckstein, G.; Sauer, S.; Tontsch, A.; Erhardt, A.; Lucae, S.; Brueckl, T.; Klopstock, T.; Sämann, P. G. et al.; Binder, E. B.: Huntingtin CAG repeat size variations below the Huntington's disease threshold: associations with depression, anxiety and basal ganglia structure. EUROPEAN JOURNAL OF HUMAN GENETICS 33 (5), pp. 624 - 632 (2025)

Rost, N.; Dwyer, D. B.; Gaffron, S.; Rechberger, S.; Maier, D.; Binder, E. B.; Brueckl, T. M.: Multimodal predictions of treatment outcome in major depression: A comparison of data-driven predictors with importance ratings by clinicians. JOURNAL OF AFFECTIVE DISORDERS 327, pp. 330 - 339 (2023)

Rost, N.; Binder, E. B.; Brueckl, T. M.: Predicting treatment outcome in depression: an introduction into current concepts and challenges. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2022)

Rost, N.; Bruckl, T.; Koutsouleris, N.; Binder, E. B.; Mueller-Myhsok, B.: Creating sparser prediction models of treatment outcome in depression: a proof-of-concept study using simultaneous feature selection and hyperparameter tuning. BMC MEDICAL INFORMATICS AND DECISION MAKING 22 (1), 181 (2022)

Scherf-Clavel, M.; Weber, H.; Wurst, C.; Stonawski, S.; Hommers, L.; Unterecker, S.; Wolf, C.; Domschke, K.; Rost, N.; Bruckl, T. et al.; Lucae, S.; Uhr, M.; Binder, E. B.; Menke, A.; Deckert, J.: Effects of Pharmacokinetic Gene Variation on Therapeutic Drug Levels and Antidepressant Treatment Response. PHARMACOPSYCHIATRY (2022)

Kappelmann, N.; Arloth, J.; Georgakis, M. K.; Czamara, D.; Rost, N.; Ligthart, S.; Khandaker, G. M.; Binder, E. B.: Dissecting the Association Between Inflammation, Metabolic Dysregulation, and Specific Depressive Symptoms A Genetic Correlation and 2-Sample Mendelian Randomization Study. JAMA PSYCHIATRY 78 (2), pp. 161 - 170 (2021)

Kappelmann, N.; Czamara, D.; Rost, N.; Moser, S.; Schmoll, V.; Trastulla, L.; Stochl, J.; Lucae, S.; Binder, E. B.; Khandaker, G. M. et al.; Arloth, J.: Polygenic risk for immuno-metabolic markers and specific depressive symptoms: A multi-sample network analysis study. BRAIN BEHAVIOR AND IMMUNITY 95, pp. 256 - 268 (2021)

Lopez, J. P.; Brivio, E.; Santambrogio, A.; De Donno, C.; Kos, A.; Peters, M.; Rost, N.; Czamara, D.; Brueckl, T.; Roeh, S. et al.; Poehlmann, M. L.; Engelhardt, C.; Ressle, A.; Stoffel, R.; Tontsch, A.; Villamizar, J. M.; Reincke, M.; Riester, A.; Sbiera, S.; Fassnacht, M.; Mayberg, H. S.; Craighead, W. E.; Dunlop, B. W.; Nemeroff, C. B.; Schmidt, M. V.; Binder, E. B.; Theis, F. J.; Beuschlein, F.; Andoniadou, C. L.; Chen, A.: Single-cell molecular profiling of all three components of the HPA axis reveals adrenal ABCB1 as a regulator of stress adaptation. SCIENCE ADVANCES 7 (5), eabe4497 (2021)

Jollans, L.; Saemann, P.; Rost, N.; Brueckl, T.; Binder, E.: Cortical thickness variation in major depressive disorder is indicative of symptom profiles: a data-driven approach. EUROPEAN NEUROPSYCHOPHARMACOLOGY 31, pp. S42 - S43 (2020)

Rost, N.; Frank, E.; Gaffron, S.; Maier, D.; Lucae, S.; Ising, M.; Binder, E. B.; Bruckl, T.: Developing a digital decision support system for an early estimation of treatment response in depression. EUROPEAN NEUROPSYCHOPHARMACOLOGY 31, p. S62 - S62 (2020)

Schweizer, G.; Furley, P.; Rost, N.; Barth, K.: Reliable measurement in sport psychology: The case of performance outcome measures. PSYCHOLOGY OF SPORT AND EXERCISE 48, 101663 (2020)

Rost, N.: Using machine learning to predict treatment outcome in depression ? hype or hope? Dissertation, 71 pp., Ludwig-Maximilians-Universität München, München (2023)