Background: Depression and fatigue are commonly observed sequelae following viral diseases such as COVID-19. Identifying symptom constellations that differentially classify post-COVID depression and fatigue may be helpful to individualize treatment strategies. Here, we investigated whether self-reported post-COVID depression and post-COVID fatigue are associated with the same or different symptom constellations., Methods: To address this question, we used data from COVIDOM, a population-based cohort study conducted as part of the NAPKON-POP platform. Data were collected in three different German regions (Kiel, Berlin, Würzburg). We analyzed data from >2000 individuals at least six months past a PCR-confirmed COVID-19 disease, using elastic net regression and cluster analysis. The regression model was developed in the Kiel data set, and externally validated using data sets from Berlin and Würzburg., Results: Our results revealed that post-COVID depression and fatigue are associated with overlapping symptom constellations consisting of difficulties with daily activities, perceived health-related quality of life, chronic exhaustion, unrestful sleep, and impaired concentration. Confirming the overlap in symptom constellations, a follow-up cluster analysis could categorize individuals as scoring high or low on depression and fatigue but could not differentiate between both dimensions., Limitations: The data presented are cross-sectional, consisting primarily of self-reported questionnaire or medical records rather than biometric data., Conclusions: In summary, our results suggest a strong link between post-COVID depression and fatigue, highlighting the need for integrative treatment approaches., Competing Interests: Declaration of competing interest TB reports funding by the Network University Medicine (NUM) to conduct the COVIDOM study within the NAPKON-POP platform (NAPKON: 01KX2021); fees for lecturing and presentation by AstraZeneca, BoeringerIngelheim, Chiesi, GlaxoSmithKline, Merck, MSD, Novartis, Pfizer and Roche outside the submitted work; grants from the German Centre for Lung Research (DZL) outside the submitted work. JD is an investigator in the EU-Horizon-funded Predict Study of P1Vital and Co-Applicant with BioVariance in the InDepth Study funded by the Bavarian State Government. PUH reports grants from German Ministry of Research and Education, during the conduct of the study; research grants from German Ministry of Research and Education, European Union, German Parkinson Society, University Hospital Würzburg, German Heart Foundation, Federal Joint Committee (G-BA) within the Innovationfond, German Research Foundation, Bavarian State, German Cancer Aid, Charité – Universitätsmedizin Berlin (within Mondafis; supported by an unrestricted research grant to the Charité from Bayer), University Göttingen (within FIND-AF randomized; supported by an unrestricted research grant to the University Göttingen from Boehringer-Ingelheim), University Hospital Heidelberg (within RASUNOA-prime; supported by an unrestricted research grant to the University Hospital Heidelberg from Bayer, BMS, Boehringer-Ingelheim, Daiichi Sankyo), outside the submitted work. CO reports honoraria for lectures and/or scientific advice from Boehringer, Fortbildungskolleg, Janssen, Lundbeck, Limes Klinikgruppe, Neuraxpharm, and Peak Profiling and research funding from the German Research Foundation (OT 209/7-3; 14-1, 19-1, 21-1, EXC 2049), the European Commission (IMI2 859366), the German Federal Ministry of Education and Research (KS2017-067), and the Berlin Institute of Health (B3010350). DP received support for attending a congress by Advanz Pharma Germany. JPR reports grants from the German Ministry of Research and Education during the conduct of the study; grants from the German Ministry of Research and Education, grants from Bavarian State (ministry for science and the arts), grants from Federal Joint Committee (G-BA) within the Innovationfond, grants from the German Center for Lung Research, personal fees from the Landesaerztekammer Hessen, outside the submitted work. SSch reports consulting fees from Abbvie, Allergosan Amgen, Arena, BMS, Biogen, Celltrion, Celgene, Ferring, Fresenius, Galapagos, Gilead, IMAB, Janssen, Lilly, MSD, Mylan, Pfizer, Protagonist, Provention Bio, Sandoz/Hexal Takeda, Theravance, UCB; honoraria from Abbvie, Allergosan Amgen, Arena, BMS, Biogen, Celltrion, Celgene, Falk, Ferring, Fresenius, Galapagos, Gilead, IMAB, Janssen, Lilly, MSD, Mylan, Pfizer, Protagonist, Provention Bio, Sandoz/Hexal Takeda, Theravance, UCB; payment for expert testimony from Allergosan; support for attending meetings and/ or travel from Abbvie, Allergosan Amgen, Arena, BMS, Biogen, Celltrion, Celgene, Falk, Ferring, Fresenius, Galapagos, Gilead, IMAB, Janssen, Lilly, MSD, Mylan, Pfizer, Protagonist, Provention Bio, Sandoz/Hexal Takeda, Theravance, UCB; participation on a Data Safety Monitoring Board or Advisory Boards for Abbvie, Allergosan Amgen, Arena, BMS, Biogen, Celltrion, Celgene, Ferring, Fresenius, Galapagos, Gilead, IMAB, Janssen, Lilly, MSD, Mylan, Pfizer, Protagonist, Provention Bio, Sandoz/Hexal Takeda, Theravance, UCB. SSt reports grants from Federal Ministry of Education and Research for the Comprehensive Heart Failure Center Würzburg. Dr. Nagel reports grants from Byer AG and NeoSoft Ltd., consulting fees from Bayer AG, honoraria for presentations for Byer AG, Pfizer AG and Siemens Healthineers. He has received payments for expert testimony by Bayer AG, participates in the Advisory board CMR-ICD: NCT04558723, has patents issued and received equipment from MEDIS and NeoSoft. JJV has personal fees from Merck / MSD, Gilead, Pfizer, Astellas Pharma, Basilea, German Centre for Infection Research (DZIF), University Hospital Freiburg/ Congress and Communication, Academy for Infectious Medicine, University Manchester, German Society for Infectious Diseases (DGI), Ärztekammer Nordrhein, University Hospital Aachen, Back Bay Strategies, German Society for Internal Medicine (DGIM), Shionogi, Molecular Health, Netzwerk Universitätsmedizin, Janssen, NordForsk, Biontech, APOGEPHA and grants from Merck / MSD, Gilead, Pfizer, Astellas Pharma, Basilea, German Centre for Infection Research (DZIF), German Federal Ministry of Education and Research (BMBF), Deutsches Zetrum für Luft- und Raumfahrt (DLR), University of Bristol, Rigshospitalet Copenhagen. No other authors have any disclosures., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)