{"dataset":{"id":"61244","dataset_id":"on007605","name":"EPOC","description":"This dataset comprises 128-channel EEG recordings from 98 participants recruited from the COVIDOM/NAPKON-POP cohort, all with a history of confirmed SARS-CoV-2 infection. The study investigates neurophysiological correlates of Post-COVID-19 condition, focusing on self-reported cognitive symptoms, fatigue, anxiety, depression, and sleep quality. Participants underwent EEG recording during resting-state and cognitive tasks including a Psychomotor Vigilance Task, alongside standardized questionnaires (FACIT-Fatigue, HADS, PSQI) and neuropsychological testing.","owner_user_id":15,"status":"active","github_repo":"nemarDatasets/on007605","concept_doi":"10.82901/nemar.on007605","latest_version_doi":"10.82901/nemar.on007605.v1.0.0","created_at":"2026-06-30 14:31:37","updated_at":"2026-08-18 23:42:50","zenodo_concept_id":null,"is_sandbox":0,"visibility":"public","ezid_status":"public","enrichment_json":"{\n  \"version\": \"2.0\",\n  \"pipeline_stage\": \"enriched\",\n  \"title\": \"EPOC\",\n  \"description\": \"This dataset comprises 128-channel EEG recordings from 98 participants recruited from the COVIDOM/NAPKON-POP cohort, all with a history of confirmed SARS-CoV-2 infection. The study investigates neurophysiological correlates of Post-COVID-19 condition, focusing on self-reported cognitive symptoms, fatigue, anxiety, depression, and sleep quality. Participants underwent EEG recording during resting-state and cognitive tasks including a Psychomotor Vigilance Task, alongside standardized questionnaires (FACIT-Fatigue, HADS, PSQI) and neuropsychological testing.\",\n  \"methods_description\": \"EEG was recorded using a 128-channel equidistant electrode cap (Easycap GmbH) with an actiCHamp Plus amplifier (Brain Products GmbH) at a sampling rate of 1000 Hz and amplitude resolution of 0.1 μV. Electrode impedances were maintained below 20 kΩ, with a nose reference and two diagonally placed EOG electrodes beneath each eye. Participants completed the Trail Making Test, EEG recording during cognitive tasks and resting-state, and post-session questionnaires assessing fatigue, depression, anxiety, and sleep quality.\",\n  \"license\": \"CC0\",\n  \"dataset_type\": \"raw\",\n  \"authors\": {\n    \"[\\\"Christian Neumann\\\"\": {},\n    \"\\\"Johanna Geritz\\\"\": {},\n    \"\\\"Julian Keil\\\"\": {},\n    \"\\\"Walter Maetzler\\\"\": {},\n    \"\\\"Julius Welzel\\\"]\": {}\n  },\n  \"keywords\": [\n    {\n      \"term\": \"EEG\"\n    },\n    {\n      \"term\": \"Post-COVID-19 condition\"\n    },\n    {\n      \"term\": \"SARS-CoV-2\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D000086402\"\n    },\n    {\n      \"term\": \"COVID-19\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D000086382\"\n    },\n    {\n      \"term\": \"Fatigue\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D005221\"\n    },\n    {\n      \"term\": \"cognitive symptoms\"\n    },\n    {\n      \"term\": \"Anxiety\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D001007\"\n    },\n    {\n      \"term\": \"Depression\",\n      \"subject_scheme\": \"MeSH\",\n      \"value_uri\": \"http://id.nlm.nih.gov/mesh/D003863\"\n    },\n    {\n      \"term\": \"sleep quality\"\n    },\n    {\n      \"term\": \"psychomotor vigilance task\"\n    }\n  ],\n  \"related_identifiers\": [\n    {\n      \"identifier\": \"https://github.com/nemarDatasets/on007605\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"https://nemar.org/dataset/on007605\",\n      \"identifier_type\": \"URL\",\n      \"relation_type\": \"IsDescribedBy\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds007605\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsVersionOf\"\n    },\n    {\n      \"identifier\": \"10.18112/openneuro.ds007605.v1.0.0\",\n      \"identifier_type\": \"DOI\",\n      \"relation_type\": \"IsDerivedFrom\"\n    }\n  ],\n  \"funding_references\": [\n    {\n      \"funder_name\": \"[\\\"COVIDOM and Neurogeriatrics\\\"]\"\n    },\n    {\n      \"funder_name\": \"COVIDOM and Neurogeriatrics\"\n    }\n  ],\n  \"resource_type_general\": \"Dataset\",\n  \"resource_type_specific\": \"EEG Dataset\",\n  \"modalities\": [\n    \"eeg\"\n  ],\n  \"sizes\": [\n    \"23.2 GB (292 files)\"\n  ],\n  \"formats\": [\n    \".eeg\",\n    \".json\",\n    \".md\",\n    \".tsv\",\n    \".vhdr\",\n    \".vmrk\",\n    \".yml\"\n  ],\n  \"source_hash\": \"39bd6ed44e7485728191564ae729511e38692f7bc73bda553b8d7208087e8380\"\n}","last_activity_at":"2026-06-30 14:31:37","source":"openneuro","source_id":"ds007605","subject_count":97,"modalities":"eeg","age_min":22,"age_max":78,"file_size":23247196998,"total_files":689,"tasks":"pvt","metadata_columns_error":null,"staleness_warn_stage":null,"staleness_admin_notified_at":null,"authors":"[\"Christian Neumann\", \"Johanna Geritz\", \"Julian Keil\", \"Walter Maetzler\", \"Julius Welzel\"]","license":"CC0","readme":"[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on007605-blue)](https://doi.org/10.82901/nemar.on007605)\n\n# EPOC\n\nJuly 2023 - July 2025\n\n\n\n## Project discription\n\nA project to investigate neurophysiological correlates of Post-COVID-19 by the means of EEG.\n\n\n\n## Contact Person\n\nM. Sc. Christian Neumann\n\nNeurology Department\n\nUniversity Medical Center Schleswig-Holstein, Campus Kiel\n\nArnold-Heller-Straße 3\n\n24105 Kiel\n\nGermany\n\n\n\nE-Mail: neumann@psychologie.uni-kiel.de\n\n\n\n## Supervisors\n\n* Prof. Dr. med. Walter Maetzler\n* Dr. Julius Welzel \n\n\n\n## \n\n### Overview\n\n\n\n##### Psychomotor vigilance Task (PVT)\n\n* The PVT is a simple reaction-time task that is widely used in research on sleep and fatigue (Basner \\& Dinges, 2011; Jung et al., 2011; Lee et al., 2010). Each trial began with a white fixation cross displayed for 2 - 10 seconds, after which a red number appeared, counting the milliseconds elapsed since its onset (Figure 2). Participants were instructed to press the spacebar as quickly as possible once the number appeared. Upon response, the counter stopped and displayed the individual’s reaction as feedback (for 500 ms), after which the fixation cross reappeared, to initiate the next trial.\n\n\n\n##### Independent variables\n\n* Participants were divided into two groups based on whether self-reported cognitive symptoms were present or absent, with a group with self-reported cognitive symptoms and a group without self-reported cognitive symptoms.\n\n\n\n##### Dependent variables\n\n* Fatigue was assessed using the Functional Assessment of Chronic Fatigue Illness Therapy – Fatigue Subscale (FACIT-Fatigue subscale) questionnaire (Yellen et al., 1997), which was also applied in COVIDOM (Hartung et al., 2024). The items in the questionnaire refer to the past 7 days and therefore capture fatigue more as a trait than a state. A score ≤ 30 is conventionally considered indicative of clinically relevant fatigue (Piper \\& Cella, 2010). Anxiety and depression were assessed with the Hospital Anxiety and Depression Scale (HADS; Zigmond \\& Snaith, 1983), a self-report instrument developed for use in somatic settings that deliberately excluded symptoms that also occur in physical disorders (e.g., fatigue, headaches). It can be separated into an anxiety subscore (HADS-A) and a depression subscore (HADS-D). In the present study, the German translation by Herrmann \\& Buss (1994) was used. Sleep quality was assessed with the Pittsburgh Sleep Quality Index (PSQI; Buysse et al., 1989).\n\n\n\n##### control variables\n\n* Age, Gender, years of education, presence of pre-diagnosed neurological disorders. \n\n\n\n\n\n### Methods\n\n\n\n##### Subjects\n\n* Participants (N = 98) were recruited as a subcohort from the COVIDOM/NAPKON-POP study. COVIDOM is a longitudinal, multicenter study conducted within the National Pandemic Cohort Network (NAPKON), with study sites in Berlin, Kiel, and Wuerzburg (Horn et al., 2021). All participants in this study were at least 18 years old, residents of Schleswig-Holstein, and had a confirmed SARS-CoV-2 infection in the past, diagnosed by PCR test.\n\n\n\n##### Study procedures\n\n* Participants completed a single study visit that was conducted in the laboratory of the Department of Neurology at the University Hospital Schleswig-Holstein in Kiel. First, they completed the paper-and-pencil Trail Making Test (TMT; Reitan, 1958). Subsequently, EEG preparation and recording were conducted; electrode setup required approximately one hour. Once the EEG was prepared, participants went through a battery of four computerized cognitive tasks and a resting-state measurement. After the session, participants were asked to fill out three questionnaires assessing fatigue, depressive symptoms, anxiety symptoms, and sleep quality. \n\n\n\n##### EEG recording\n\n* EEG was recorded using a 128-channel cap with equidistant electrode layout (128Ch Standard Brain Cap for actiCHamp Plus, Easycap GmbH, Wörthsee, Germany) and an actiCHamp Plus Amplifier (Brain Products GmbH, Gilching, Germany). Sampling rate was 1000 Hz with an amplitude resolution of 0.1 μV. Electrode impedances were kept below 20 kΩ. The reference electrode was placed on the nose, and two electrooculogram (EOG) electrodes were positioned diagonally beneath each eye.\n\n\n\n##### Missing data\n\n* Data were missing (with overlap) for n-back (n = 4), PVT (n = 1), MoCA (n = 1), FACIT-Fatigue subscale (n = 2), HADS-D total score (n = 3), HADS-A total score (n = 1), PSQI total score (n = 6) and EEG recordings (n = 3), which occurred when participants were unable to complete a test due to time and health constraints, when no button responses were recorded, when essential questionnaire items were not answered clearly, or when files were corrupted. All behavioral outcomes were within expected range, and no outliers were removed.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n","bids_version":"1.8.0","sessions_count":null,"publish_date":null,"embedding_dirty":0,"license_tier":"public","zarr_status":"ready","zarr_converted_at":"2026-08-23 03:01:05","zarr_store_count":97,"zarr_index_etag":"e0a0f606ad358acb1d4188460582dccc","zarr_source_commit":"585a534be65c8f7a4c56110031c66694645d30b3","archive_status":"ready","archive_size":19666419994,"archive_retry_count":0,"records_status":"ready","archive_skip_reason":null,"zarr_errors":0,"zarr_failure_count":0,"zarr_deterministic":0,"zarr_failed_at":null,"num_dataset_citations":1,"num_datapaper_citations":0,"n_channels":128,"electrode_system":"other","has_hed":0,"hed_version":null,"is_exemplar":0,"bytes_present":23245744135,"data_complete":1,"withdrawn_at":null,"withdrawn_reason":null,"archive_complete":null,"archive_absent_files":null,"archive_declared_files":null,"zarr_pool_breaks":null,"total_recording_duration":45400.739999999976,"recording_duration_min":403.02,"recording_duration_max":544,"recording_count":97,"recordings_unavailable":0,"recordings_measured":97,"channel_count_min":128,"channel_count_max":128,"sampling_frequency":1000,"power_line_frequency":50,"eeg_reference":"REF","placement_scheme":null,"sweep_stamps":"{\"enrichment_updated_at\":\"2026-08-18 23:42:32\",\"metadata_updated_at\":\"2026-08-18 23:42:48\",\"archive_checked_at\":\"2026-06-30 14:55:31\",\"zarr_checked_at\":null,\"records_checked_at\":\"2026-06-30 14:42:26\",\"citations_updated_at\":\"2026-09-08 03:00:53\",\"channel_montage_checked_at\":null,\"hed_checked_at\":null,\"data_checked_at\":\"2026-09-04 03:00:21\",\"availability_report_at\":\"2026-07-23 01:33:07\",\"recording_stats_at\":\"2026-09-02 11:34:04\",\"signal_defaults_at\":\"2026-09-02 12:56:22\"}","participants":97,"num_citations":1,"latest_version":"v1.0.0","zarr_verify_status":null,"zarr_verified_at":null,"owner_username":"nemarAdmin","owner_github":"nemarAdmin","file_size_formatted":"21.65 GB","zarr_data_failures":null,"zarr_index_url":"https://zarr.nemar.org/on007605/zarr/index.json","attestation_deposit_type":null,"attestation_key_status":null,"attestation_deidentified":null,"attestation_no_duplicate":null,"attestation_upstream_source":null,"attestation_accepted_at":null}}