# Molecular insights into the bidirectional link between anxiety and COVID-19: a combined clinical and bioinformatics approach

**Authors:** Wenjie Huang, Biao Hu, Chengyu Gu, Hao Wu, Yize Huang, Dexiang Yang

PMC · DOI: 10.3389/fpsyt.2025.1643355 · 2025-07-22

## TL;DR

This study explores how anxiety and COVID-19 are linked by examining molecular pathways and patient data.

## Contribution

The study identifies specific genes linked to anxiety in asymptomatic COVID-19 patients using clinical and bioinformatics methods.

## Key findings

- 25% of asymptomatic COVID-19 patients showed mild anxiety symptoms, with anxiety negatively correlated with age.
- Meta-analysis confirmed increased expression of CALCA, TNF, PLAT, and PPARG in response to COVID-19.
- Impaired cognitive function may link anxiety and COVID-19 through inflammatory and neurocognitive pathways.

## Abstract

Numerous studies have reported an increased incidence of anxiety in individuals affected by COVID-19; however, the specific molecular mechanisms underlying this association remain poorly understood.

In this study, we employed the Zung Self-Rating Anxiety Scale (SAS) to assess anxiety levels in 36 asymptomatic COVID-19 patients. In parallel, we conducted a comprehensive literature-based data mining analysis to reconstruct the functional and molecular pathways linking COVID-19 and anxiety. Additionally, we performed a meta-analysis using eight independent COVID-19 case–control gene expression datasets to examine expression alterations in the literature-derived pathways.

Our findings revealed that even among asymptomatic individuals, approximately 25% exhibited mild anxiety symptoms, which negatively correlated with age. The reconstructed pathways suggested that COVID-19 may contribute to cognitive decline through multisystem dysfunction and structural or functional brain abnormalities—hallmarks of anxiety disorders. The meta-analysis confirmed increased expression of four anxiety-related molecular mediators in response to COVID-19 infection: CALCA, TNF, PLAT, and PPARG, with the latter three associated with neurocognitive decline.

These results provide molecular-level evidence for a bidirectional association between COVID-19 and anxiety, potentially mediated by dysregulated inflammatory cytokines and other secreted proteins. Furthermore, impaired cognitive function may serve as a critical link connecting these two conditions.

## Linked entities

- **Genes:** CALCA (calcitonin related polypeptide alpha) [NCBI Gene 796], TNF (tumor necrosis factor) [NCBI Gene 7124], PLAT (plasminogen activator, tissue type) [NCBI Gene 5327], PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468]
- **Diseases:** anxiety (MONDO:0005618), COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** Nufip2 (nuclear FMR1 interacting protein 2) [NCBI Gene 68564] {aka 1110001M19Rik, 9530056D24Rik, PIG1, mKIAA1321}, Tnf (tumor necrosis factor) [NCBI Gene 21926] {aka DIF, TNF-a, TNF-alpha, TNFSF2, TNFalpha, Tnfa}, DPP4 (dipeptidyl peptidase 4) [NCBI Gene 1803] {aka ADABP, ADCP2, CD26, DPPIV, TP103}, AGT (angiotensinogen) [NCBI Gene 183] {aka ANHU, SERPINA8, hFLT1}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, AP2B1 (adaptor related protein complex 2 subunit beta 1) [NCBI Gene 163] {aka ADTB2, AP105B, AP2-BETA, CLAPB1}, CRH (corticotropin releasing hormone) [NCBI Gene 1392] {aka CRF, CRH1}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, PLAT (plasminogen activator, tissue type) [NCBI Gene 5327] {aka T-PA, TPA}, CALCA (calcitonin related polypeptide alpha) [NCBI Gene 796] {aka CALC1, CGRP, CGRP-I, CGRP-alpha, CGRP1, CT}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468] {aka CIMT1, FPLD3, GLM1, NR1C3, PPARG1, PPARG2}, PTK7 (protein tyrosine kinase 7 (inactive)) [NCBI Gene 5754] {aka CCK-4, CCK4}, Plat (plasminogen activator, tissue) [NCBI Gene 18791] {aka D8Ertd2e, tPA}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, IL5 (interleukin 5) [NCBI Gene 3567] {aka EDF, IL-5, TRF}, Pparg (peroxisome proliferator activated receptor gamma) [NCBI Gene 19016] {aka Nr1c3, PPAR-gamma, PPAR-gamma2, PPARgamma, PPARgamma2}, NPY (neuropeptide Y) [NCBI Gene 4852] {aka PYY4}, Gpr34 (G protein-coupled receptor 34) [NCBI Gene 23890] {aka Lypsr1}
- **Diseases:** infected (MESH:D007239), Alzheimer's-related hypothalamic inflammation (MESH:D007249), Infectious Diseases (MESH:D003141), startle (MESH:D016750), anhedonia (MESH:D059445), panic (MESH:D016584), fever (MESH:D005334), AD (MESH:D000544), disturbed consciousness (MESH:D003244), AIS (MESH:D001007), FASD (MESH:D063647), cough (MESH:D003371), muscle aches (MESH:D063806), respiratory symptoms (MESH:D012818), Depression (MESH:D003866), pain (MESH:D010146), brain abnormalities (MESH:D001927), respiratory infections (MESH:D012141), organ dysfunctions (MESH:D009102), locomotor hyperactivity (MESH:D009069), neurocognitive disorder (MESH:D019965), major depression (MESH:D003865), neurodegeneration (MESH:D019636), lung injury (MESH:D055370), neuroinflammation (MESH:D000090862), aMCI (MESH:D060825), cognitive deficits (MESH:D003072), cognitive decay (MESH:D003731), fatigue (MESH:D005221), Anxiety disorders (MESH:D001008), mental decline (MESH:D001523), neuropsychiatric (MESH:C000631768), neuronal damage (MESH:D009410), HPA axis dysregulation (MESH:C566610), inability to communicate (MESH:D003147), COVID (MESH:D000086382), sore throat (MESH:D010612)
- **Chemicals:** 2,5-dihydro-2,4,5-trimethyl-thiazoline (MESH:C411827), cortisol (MESH:D006854), alcohol (MESH:D000438), lipid (MESH:D008055), dexmedetomidine (MESH:D020927), glucose (MESH:D005947), nicotine (MESH:D009538), ethanol (MESH:D000431)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Gammacoronavirus (genus) [taxon 694013], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** Pro12Ala

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12323717/full.md

---
Source: https://tomesphere.com/paper/PMC12323717