Background:
Coronavirus Disease 2019 MESHD (
COVID-19 MESHD) is an unprecedented disaster for people around the world. Many studies have shown that traditional Chinese medicine (TCM) are effective in treating
COVID-19 MESHD. However, it is difficult to find the most effective combination herbal pair among numerous herbs, as well as identifying its potential mechanisms. Herbal pair is the main form of a combination of TCM herbs, which is widely used for the treatment of diseases. It can also help us to better understand the compatibility of TCM prescriptions, thus improving the curative effects. The purpose of this article is to explore the compatibility of TCM prescriptions and identify the most important herbal pair for the treatment of
COVID-19 MESHD, and then analyze the active components and potential mechanisms of this herbal pair. Methods: We first systematically sorted the TCM prescriptions recommended by the leading experts for treating
COVID-19 MESHD, and the specific herbs contained in these prescriptions across different stages of the disease. Next, the association rule approach was employed to examine the distribution and compatibility among these TCM prescriptions, and then identify the most important herbal pair. On this basis, we further investigated the active ingredients and potential targets in the selected herbal pair by a network pharmacology approach, and analyzed the potential mechanisms against
COVID-19 MESHD. Finally, the main active compounds in AE were selected for molecular docking with severe acute
respiratory syndrome coronavirus 2 MESHD (SARS-COV-2)
3CLpro PROTEIN and angiotensin converting enzyme II (ACE2) for further verification. Result: We obtained 32 association rules for the herbal combinations in the selection of TCM treatment for
COVID-19 MESHD. The results showed that the combination of Amygdalus Communis Vas (ACV) and Ephedra sinica Stapf (ESS) had the highest confidence degree and lift value, as well as high support degree, which can be used in almost all the stages of
COVID-19 MESHD, so ACV and ESS (AE) were selected as the most important herbal pair. There were 26 active ingredients and 44 potential targets, which might be related to the herbal pair of AE against
COVID-19 MESHD. The main active ingredients of AE against
COVID-19 MESHD were quercetin, kaempferol, luteolin, while the potential targets were
Interleukin 6 HGNC (
IL-6 HGNC),
Mitogen-activated Protein Kinase 1 (MAPK)1 HGNC,
MAPK8 HGNC,
Interleukin-1β HGNC (
IL-1β HGNC), and Nuclear factor kappa-light-chain-enhancer of activated B cells (NF-kB) p65 subunit (
RELA HGNC). The protein-protein interaction (PPI) cluster demonstrated that
IL-6 HGNC was the seed in the cluster, which plays an important role in connecting other nodes in the PPI network. The potential pathways mainly involved
tumor necrosis MESHD factor (
TNF HGNC), Toll-like receptor (TLR),
hypoxia MESHD-inducible factor-1 (
HIF-1 HGNC), and nucleotide-binding oligomerization domain (NOD)-like receptor (NLRs). The molecular docking results showed that the main active ingredients of AE had good affinity with SARS-COV-2
3CLpro PROTEIN and ACE2, which was consistent with the above analysis. Conclusion: There were 32 association rules in the TCM prescriptions recommended by experts for
COVID-19 MESHD. The combination of ACV and EAS was the most important herbal pair for the treatment of
COVID-19 MESHD. AE might have therapeutic effects against
COVID-19 MESHD by affecting the inflammatory and immune responses, cell apoptosis,
hypoxia damage MESHD and other pathological processes through multiple components, targets and pathways.