Long COVID – Parkinsonism

Parkinsonism (HP:0001300)

Characteristic neurologic anomaly resulting from degeneration of dopamine-generating cells in the substantia nigra, a region of the midbrain, characterized clinically by shaking, rigidity, slowness of movement and difficulty with walking and gait.

Synonyms:    Parkinsonian disease

Cross References:    MSH:D020734, SNOMEDCT_US:32798002, UMLS:C0242422

KEGG Pathway

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1Nicotine addiction0.00017370.006081131.261136.48
2Proximal tubule bicarbonate reclamation0.011440.04634100.85450.83
3Taste transduction0.00080420.00787359.24422.16
4GABAergic synapse0.00086090.00787357.19403.64
5Morphine addiction0.00089980.00787355.90392.06

GO: Biological Process

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1synaptic transmission, GABAergic (GO:0051932)0.000012350.0002028555.036273.06
2inhibitory synapse assembly (GO:1904862)0.000012350.0002028555.036273.06
3membrane depolarization during action potential (GO:0086010)2.326e-70.00001337372.065682.76
4membrane depolarization (GO:0051899)4.430e-70.00001698294.994315.59
5anterograde dendritic transport (GO:0098937)0.0024980.01306555.173326.77

GO: Molecular Function

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1benzodiazepine receptor activity (GO:0008503)0.000010100.0001049624.447182.69
2voltage-gated sodium channel activity (GO:0005248)1.379e-70.000004689450.477115.97
3extracellular ligand-gated ion channel activity (GO:0005230)0.000012350.0001049555.036273.06
4GABA-gated chloride ion channel activity (GO:0022851)0.000017500.0001157454.074973.59
5inhibitory extracellular ligand-gated ion channel activity (GO:0005237)0.000020410.0001157416.214494.85

GO: Cellular Component

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1voltage-gated sodium channel complex (GO:0001518)6.098e-80.000001341611.5110158.88
2sodium channel complex (GO:0034706)2.058e-70.000002264388.995988.96
3GABA-A receptor complex (GO:1902711)0.000038300.0001685293.722987.15
4neuron to neuron synapse (GO:0098984)0.0039940.01098317.191751.86
5dendrite membrane (GO:0032590)0.000090700.0003325184.841720.52

Hub genes predicted as biomarkers & predicted FDA approved drugs

Hub Genes (ranked)FDA-Approved Drugs
GABRG2
SCN2A
GABRA1METHOHEXITAL, BARBITAL, THIAMYLAL, ZALEPLON, ZOPICLONE, ZOLPIDEM
SCN1A       ETHOSUXIMIDE
PCDH19
ATP1A3ACETYLDIGITOXIN, DESLANOSIDE, DIGITOXIN
SCN1BZONISAMIDE
KIF5A
C9orf72
ATXN2