Long COVID-Postexertional malaise

Postexertional malaise (HP:0030973)

Post-exertional symptom exacerbation (PESE), also referred to as post-exertional malaise (PEM), is defined as the worsening of symptoms that can follow minimal cognitive, physical, emotional, or social activity, or activity that could previously be tolerated. Symptoms typically worsen 12 to 72 hours after activity and can last for days or even weeks, sometimes leading to a relapse.

Synonyms:    Exercise-induced malaise, Postexertional malaise

Comment:    PEM can be observed in individuals with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), as a post-acute sequela of SARS-CoV-2 infection (long COVID), and occasionally in individuals with mitochondrial disorders or cancer related fatigue. It is often accompanied by exacerabtion or new onset of exhaustion, cognitive impairment, muscle pain, muscle weakness, or other manifestations. The onset of PEM may occur hours or even days after exertion, and recovery from PEM is often slow, taking place over days or weeks or longer. PESE can contribute to the episodic nature of disability in post COVID-19 condition, often presenting as unpredictable fluctuations in symptoms and function.

Pubmed References:    PMID:25695122 , PMID:26904705 , PMID:32105793 , PMID:33071931

KEGG Pathway

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1ECM-receptor interaction0.00052680.00756877.16582.42
2Protein digestion and absorption0.00072070.00756865.65474.97
3Starch and sucrose metabolism0.014310.0441281.46345.92
4African trypanosomiasis0.014710.0441279.19334.14
5Regulation of lipolysis in adipocytes0.021790.0572152.75201.82

GO: Biological Process

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1regulation of atrial cardiac muscle cell membrane repolarization (GO:0060372)0.0000029370.00036711332.4716973.13
2urate metabolic process (GO:0046415)0.0000076860.0004804740.118715.63
3positive regulation of action potential (GO:0045760)0.0019990.01520713.864436.86
4bundle of His cell action potential (GO:0086043)0.0019990.01520713.864436.86
5response to denervation involved in regulation of muscle adaptation (GO:0014894)0.0019990.01520713.864436.86

GO: Molecular Function

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1urate transmembrane transporter activity (GO:0015143)0.0000013990.000034982221.0029938.36
21,4-alpha-oligoglucan phosphorylase activity (GO:0004645)0.0019990.01399713.864436.86
3voltage-gated sodium channel activity involved in cardiac muscle cell action potential (GO:0086006)0.0019990.01399713.864436.86
4carbohydrate:proton symporter activity (GO:0005351)0.0027970.01399475.862797.66
5nitric-oxide synthase binding (GO:0050998)0.0027970.01399475.862797.66

GO: Cellular Component

IndexNameP-valueAdjusted p-valueOdds RatioCombined score
1basement membrane (GO:0005604)0.00018380.004082132.951143.57
2voltage-gated sodium channel complex (GO:0001518)0.0067810.03899178.36890.65
3sodium channel complex (GO:0034706)0.0099580.04581118.86547.86
4intercalated disc (GO:0014704)0.012330.0472895.06417.81
5brush border membrane (GO:0031526)0.014710.0483279.19334.14

Hub genes predicted as biomarkers & predicted FDA approved drugs

Hub Genes (ranked)FDA-Approved Drugs
SLC2A9
COL9A1
SCN5AINDECAINIDE, BENZONATATE, FOSPHENYTOIN, MORICIZINE, HEXYLCAINE, PROCAINAMIDE, MEXILETINE, DISOPYRAMIDE
NPPACLORTHALIDONE, AMLODIPINE
SLC22A12LESINURAD, SULFINPYRAZONE
COL9A3
PYGM
SVIL