TNF and osteoporosis: The results of GO and KEGG analyses showed that Panax notoginseng was beneficial for osteoporosis by influencing the main pathways including AGE-RAGE signaling pathway in diabetic complications, TNF signaling pathway, IL-17 signaling pathway, p53 signaling pathway, NF-kappa B signaling pathway, PI3K-Akt signaling pathway, MAPK signaling pathway, FoxO signaling pathway, and Wnt signaling pathway, modulating inflammation, metabolism, cell proliferation, cell survival, growth and angiogenesis.