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Table 7 The predicted top 10 drugs associated with COVID-19 based on three related proteins

From: DeepMPF: deep learning framework for predicting drug–target interactions based on multi-modal representation with meta-path semantic analysis

Related protein

Drug name

DrugBank ID

Score

Evidence

Apolipoprotein E (P02649)

Copper

DB09130

0.9953

PMID: 32503814

Zinc chloride

DB14533

0.9936

PMID: 34972736

Silver

DB12965

0.9912

PMID: 32958250

Zinc acetate

DB14487

0.9884

PMID: 32522597

Zinc

DB01593

0.9883

PMID: 32319538; PMID: 33094446

Angiotensin-converting enzyme 2 (Q9BYF1)

Cefoxitin

DB01331

0.9894

N.A

Cloxacillin

DB01147

0.9890

PMID: 35378738

Piperacillin

DB00319

0.9869

PMID: 33576584

Moexipril

DB00691

0.9860

PMID: 34631362; PMID: 34458381

Cefmetazole

DB00274

0.9836

N.A

Elongation factor 1-alpha 1 (P68104)

Copper

DB09130

0.9711

PMID: 32503814

Zinc chloride

DB14533

0.9558

PMID: 34972736

NADH

DB00157

0.9391

PMID: 33132205

Caffeine

DB00201

0.8998

PMID: 34067243; PMID: 33193427

Flavin adenine dinucleotide

DB03147

0.8701

PMID: 32294562; PMID: 34823857