Wenrui Bao, Siyuan Chen, Ningkun Hong, Gengchen Ye, Chiyin Li, Jingmei Xie, Peng Li, Heng Li, Yang Wang, Jixin Liu, Xuan Niu, Yuchen Zhang
{"title":"Longitudinal relationships between changes in post-COVID mental fatigue and neuropsychiatric symptoms across distinct recovery trajectories.","authors":"Wenrui Bao, Siyuan Chen, Ningkun Hong, Gengchen Ye, Chiyin Li, Jingmei Xie, Peng Li, Heng Li, Yang Wang, Jixin Liu, Xuan Niu, Yuchen Zhang","doi":"10.1007/s10787-025-01860-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Persistent fatigue, often accompanied by neuropsychiatric symptoms (e.g., cognitive impairment, sleep disorders, depression, anxiety, and PTSD), commonly referred to as \"long COVID\". Fatigue is multidimensional, comprising physical, psychological, and situational components. However, the relationships between these fatigue dimensions and co-occurring neuropsychiatric symptoms remain unclear. This study aimed to (1) examine the time-varying characteristics of post-COVID fatigue and (2) determine whether specific fatigue dimensions uniquely affect neuropsychiatric symptoms in long COVID.</p><p><strong>Methods: </strong>We analyzed neuropsychiatric assessments from 233 individuals at 1 and 3 months post-infection using Canonical Correlation Analysis (CCA). Participants were categorized into four groups based on fatigue recovery trajectories: persistent fatigue, alleviated fatigue, new-onset fatigue, and no fatigue. Longitudinal CCA assessed relationships between changes in fatigue dimensions and cognitive impairments (memory, executive function) and psychiatric symptoms (anxiety, depression, PTSD, and sleep disturbances) from the acute to chronic phase.</p><p><strong>Results: </strong>Physical fatigue was dominant in the acute phase, while mental fatigue became more prominent at 3 months. Across both phases, all fatigue dimensions were strongly associated with depression, anxiety, PTSD, and sleep disturbances, with mental fatigue showing the strongest impact (canonical loadings: ρ = - 0.875 at 1 month; ρ = - 0.914 at 3 months). In the persistent fatigue group, mental fatigue was closely linked to anxiety, depression, and cognitive impairments, including recognition and short-term recall (ρ = - 0.677). No significant longitudinal associations were observed in the alleviated, new-onset, or no-fatigue groups.</p><p><strong>Conclusions: </strong>Mental fatigue plays a central role in the chronic phase of recovery, significantly impacting cognitive and psychiatric health in individuals with persistent fatigue. Targeted interventions addressing mental fatigue are essential for improving long COVID outcomes.</p>","PeriodicalId":13551,"journal":{"name":"Inflammopharmacology","volume":" ","pages":"5471-5481"},"PeriodicalIF":5.3000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12443899/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Inflammopharmacology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10787-025-01860-5","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/11 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Persistent fatigue, often accompanied by neuropsychiatric symptoms (e.g., cognitive impairment, sleep disorders, depression, anxiety, and PTSD), commonly referred to as "long COVID". Fatigue is multidimensional, comprising physical, psychological, and situational components. However, the relationships between these fatigue dimensions and co-occurring neuropsychiatric symptoms remain unclear. This study aimed to (1) examine the time-varying characteristics of post-COVID fatigue and (2) determine whether specific fatigue dimensions uniquely affect neuropsychiatric symptoms in long COVID.
Methods: We analyzed neuropsychiatric assessments from 233 individuals at 1 and 3 months post-infection using Canonical Correlation Analysis (CCA). Participants were categorized into four groups based on fatigue recovery trajectories: persistent fatigue, alleviated fatigue, new-onset fatigue, and no fatigue. Longitudinal CCA assessed relationships between changes in fatigue dimensions and cognitive impairments (memory, executive function) and psychiatric symptoms (anxiety, depression, PTSD, and sleep disturbances) from the acute to chronic phase.
Results: Physical fatigue was dominant in the acute phase, while mental fatigue became more prominent at 3 months. Across both phases, all fatigue dimensions were strongly associated with depression, anxiety, PTSD, and sleep disturbances, with mental fatigue showing the strongest impact (canonical loadings: ρ = - 0.875 at 1 month; ρ = - 0.914 at 3 months). In the persistent fatigue group, mental fatigue was closely linked to anxiety, depression, and cognitive impairments, including recognition and short-term recall (ρ = - 0.677). No significant longitudinal associations were observed in the alleviated, new-onset, or no-fatigue groups.
Conclusions: Mental fatigue plays a central role in the chronic phase of recovery, significantly impacting cognitive and psychiatric health in individuals with persistent fatigue. Targeted interventions addressing mental fatigue are essential for improving long COVID outcomes.
期刊介绍:
Inflammopharmacology is the official publication of the Gastrointestinal Section of the International Union of Basic and Clinical Pharmacology (IUPHAR) and the Hungarian Experimental and Clinical Pharmacology Society (HECPS). Inflammopharmacology publishes papers on all aspects of inflammation and its pharmacological control emphasizing comparisons of (a) different inflammatory states, and (b) the actions, therapeutic efficacy and safety of drugs employed in the treatment of inflammatory conditions. The comparative aspects of the types of inflammatory conditions include gastrointestinal disease (e.g. ulcerative colitis, Crohn''s disease), parasitic diseases, toxicological manifestations of the effects of drugs and environmental agents, arthritic conditions, and inflammatory effects of injury or aging on skeletal muscle. The journal has seven main interest areas:
-Drug-Disease Interactions - Conditional Pharmacology - i.e. where the condition (disease or stress state) influences the therapeutic response and side (adverse) effects from anti-inflammatory drugs. Mechanisms of drug-disease and drug disease interactions and the role of different stress states
-Rheumatology - particular emphasis on methods of measurement of clinical response effects of new agents, adverse effects from anti-rheumatic drugs
-Gastroenterology - with particular emphasis on animal and human models, mechanisms of mucosal inflammation and ulceration and effects of novel and established anti-ulcer, anti-inflammatory agents, or antiparasitic agents
-Neuro-Inflammation and Pain - model systems, pharmacology of new analgesic agents and mechanisms of neuro-inflammation and pain
-Novel drugs, natural products and nutraceuticals - and their effects on inflammatory processes, especially where there are indications of novel modes action compared with conventional drugs e.g. NSAIDs
-Muscle-immune interactions during inflammation [...]