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Table 5 List of genes that were uniquely associated with the Severe case cohort

From: Genetic risk factors for severe and fatigue dominant long COVID and commonalities with ME/CFS identified by combinatorial analysis

Gene

% Patients with corresponding disease signature in Severe cases (Severe controls)

Gene function

Mechanism of action hypothesis in long COVID

ADIPOQ

67.1 (20.6)

Adiponectin

Controls fat metabolism and insulin sensitivity [34]

Prevents SARS-CoV2-induced acute lung injury [35]

C1orf50

88.0 (9.6)

Chromosome open reading frame 50

Novel

CETP

72.3 (5.6)

Cholesteryl ester transfer protein

Role in insulin resistance, metabolic syndrome, macrophage-induced inflammation [36]

CPLX4

71.2 (4.8)

Complexin 4

Novel

DLC1

26.8 (3.3)

GTPase, deleted in liver cancer 1

Autophagy [37], oncogene

DSCAML1

47.3 (2.3)

Down syndrome cell adhesion molecule like 1

Regulates corticotropin-releasing hormone in HPA axis, attenuated response to acute stressors [38]

ENSG00000283580

88.0 (9.6)

Novel protein

Novel

ENSG00000285082

52.3 (6.5)

Uncharacterized protein

Novel

ETS1

30.5 (1)

Transcription factor, v-ets avian erythroblastosis virus E26 oncogene homolog 1

Differentially regulated in peripheral blood of severe COVID-19 patients, modulates cytokine response [39,40,41]

MARCH8

74.5 (5.8)

Membrane-associated ring finger, ubiquitin protein ligase

Downregulates host transmembrane protein, confers resistance to multiple viruses including SARS-CoV [42, 43]

NOL4

37.7 7.6)

Nucleolar protein 4

Differentially expressed in infective endocarditis [44]

PDE6C

39.7 (8.3)

Phosphodiesterase 6C, cGMP-specific

Novel

PGPEP1

82.4 (34)

Pyroglutamyl-peptidase I

Novel

SNX9

41.2 (9.7)

Sorting nexin 9

Regulated by chronic inflammation, trafficking of mitochondrial-derived vesicles [45, 46]

TLR4

52.3 (6.5)

Toll-like receptor 4

Mediates innate immune response, genetic link to long-term cognitive dysfunction post COVID-19 [47, 48]