Long COVID – Sleep disturbance

Sleep disturbance (HP:0002360)

An abnormality of sleep including such phenomena as 1) insomnia/hypersomnia, 2) non-restorative sleep, 3) sleep schedule disorder, 4) excessive daytime somnolence, 5) sleep apnea, and 6) restlessness.

Synonyms:    Trouble sleeping, Difficulty sleeping, Sleep dysfunction, Sleep disturbances

Cross References:    SNOMEDCT_US:53888004, UMLS:C0037317

KEGG Pathway

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1Nicotine addiction9.018e-151.563e-13880.4128472.15
2Amphetamine addiction5.059e-162.631e-14749.9826414.43
3Circadian entrainment6.002e-151.560e-13515.9316894.89
4Long-term potentiation9.011e-117.810e-10321.427434.41
5cAMP signaling pathway1.815e-122.359e-11220.845970.43

GO: Biological Process

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1regulation of NMDA receptor activity (GO:2000310)1.586e-182.394e-161863.4076372.57
2excitatory chemical synaptic transmission (GO:0098976)3.147e-95.939e-82141.3641921.23
3regulation of neurotransmitter receptor activity (GO:0099601)1.412e-161.066e-14912.2433293.64
4regulation of cation channel activity (GO:2001257)3.222e-151.622e-13566.4918902.93
5glutamate receptor signaling pathway (GO:0007215)4.093e-121.296e-10623.6916354.24

GO: Molecular Function

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1glutamate-gated calcium ion channel activity (GO:0022849)8.995e-106.168e-94283.1489214.48
2ionotropic glutamate receptor activity (GO:0004970)5.833e-142.800e-121664.8350731.79
3NMDA glutamate receptor activity (GO:0004972)5.033e-93.020e-81713.0032730.63
4ligand-gated channel activity (GO:0022834)1.340e-122.556e-11798.6021832.48
5ligand-gated ion channel activity (GO:0015276)1.597e-122.556e-11767.8520856.82

GO: Cellular Component

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1NMDA selective glutamate receptor complex (GO:0017146)5.033e-94.152e-81713.0032730.63
2ionotropic glutamate receptor complex (GO:0008328)1.893e-123.123e-11739.3719957.87
3cation channel complex (GO:0034703)3.977e-131.312e-11446.0412735.72
4synaptic membrane (GO:0097060)2.326e-70.000001535372.065682.76
5AMPA glutamate receptor complex (GO:0032281)0.000042550.0001080277.392791.90

Hub genes predicted as biomarkers & predicted FDA approved drugs

Hub Genes (ranked)FDA-Approved Drugs
GRIN2BMEMANTINE, FELBAMATE, ACAMPROSATE
GRIN2AMEMANTINE, GLYCINE, DEXTROMETHORPHAN POLISTIREX
GRIN1MEMANTINE, ORPHENADRINE
GRIA4PERAMPANEL, PIRACETAM
CAMK2A
GRIA3METHOHEXITAL, BARBITAL, THIAMYLAL, ZALEPLON, ZOPICLONE, ZOLPIDEM
GABRG2
KCNA1BUPIVACAINE, ISOFLURANE, DESFLURANE
SCN2A
CAMK2B