Abstract Codonopsis convolvulacea Kurz. var. vinciflora (Kom.) L.T. Shen is a member of Campanulaceae, which is used in traditional Chinese medicine. However, apart from a few Codonopsis species, no detailed knowledge is available on the metabolite composition and respective transcriptome signatures. We performed a combined transcriptome and metabolome analysis of the tuber, stem, and leaf of C. convolvulacea and found 1,144 metabolites and 231,840 unigenes in three experimental groups. The analysis revealed considerable variations in the three tissues. Tubers were rich in amino acids and derivatives, flavonoids, and organic acids, whereas the stems and leaves were rich in alkaloids and flavonoids, respectively. Transcriptome sequencing revealed candidate genes being involved in flavonoid, tryptophan, and alkaloid biosyntheses. In particular, we indicated that the variation in the isoflavone content is linked to the expressions of CHI, CYP73A, C3′H, F3H, CYP75B1, anthocyanidin synthase, and FLS. In a similar way, the levels of indole, L-tyrosine, and tryptamine were also consistent with the expressions of TDC/DDCs in the respective tissues. In addition, the expression levels of ASP5, ARO8, GOT, and AOC3 indicated that L-tryptophan is being converted to downstream metabolites. Overall, our datasets present a useful resource for future research on the uses of this medicinal plant and put forward many research questions. Keywords: gene expression, medicinal plant, metabolites, biosynthesis pathways, tissues 1 Introduction Codonopsis is the largest genus in the family Campanulaceae with more than 40 species. These species are distributed in Asia; around 39 species are distributed in China ([32]Hong, 2015). Members of this genus have long been used in traditional Tibetan medicine and are described in the Chinese pharmacopoeia. The most famous Codonopsis species include Codonopsis pilosula, C. lanceolata, C. Tangshan, C. clematidea, C. cordifolioidea, C. nervosa, C. thalictrifolia, C. xundianensis, and C. tubulosa, which have been extensively explored for their phytochemistry, and >100 compounds have been isolated and identified ([33]He et al., 2015). Phytochemical investigations have shown the accumulation of polyacetylenes, polysaccharides, alkaloids, coumarins, lignans, flavonoids, phenylpropanoids, organic acids, essential oils, and terpenoids. These compounds have been extracted from various parts such as aerial parts (stem and leaves) and roots/tubers; for example, phenylpropanoids were reported to occur in the aerial parts of C. nervosa and C. Tangshan ([34]Tsai and Lin, 2008; [35]Xie G et al., 2011) and in the roots of C. lanceolata ([36]Ren et al., 2013) and C. cordifolioidea ([37]Hu et al., 2012). Some studies have also focused on the chemotaxonomical identification, purification, and characterization of useful chemicals from this genus ([38]Wang et al., 1995). However, not all the species have been explored in terms of their phytochemistry and molecular mechanisms governing the particular biochemical composition. Studies involving bioactivities of the Codonopsis extracts have only been reported in a limited number of species, i.e., C. pilosula, C. lanceolata, C. clematidea, and C. cordifolioidea. Extracts from C. pilosula and C. lanceolata have also shown antitumor activity ([39]Wang et al., 1995), antidiabetic ([40]Fu et al., 2008), and antiaging effects ([41]Xu et al., 2006), as well as a protective effect against gastric mucosal damage ([42]Liang and Jianhua, 1989), inhibition of erythrocyte hemolysis ([43]Ng et al., 2004), enhancement of the nerve growth factor ([44]Liu et al., 2003), attenuated angiotensin II (AngII)-induced insulin-like growth factor II receptor promoter activity ([45]Tsai et al., 2013), and hepatoprotective activity ([46]Liang et al., 2007). Detailed exploration of Codonopsis species lags because they are found mostly in the wild in selected regions, which makes it difficult to collect them. C convolvulacea Kurz. var. vinciflora (Kom.) L.T. Shen (Flora of China; [47]http://www.efloras.org/florataxon.aspx?flora_id=2&taxon_id=20002289 7) ([48]Zhang et al., 2015) is one such species that has not been explored in detail. It is naturally distributed in the Northwest Yunnan and Tibetan plateau of China (including the adjacent region of Dolpo, Nepal) ([49]Ghimire and Aumeeruddy-Thomas, 2009; [50]Chen et al., 2021). The C. convolvulacea plant has a short stem base, and few tumor-like scars can be seen on the stem. The leaves are alternate or sometimes opposite; the petioles are obvious, up to 1.6 cm long, the leaves are thin, membranous, the edges are toothed, and the veins are thin and obvious. The tubers are massive, nearly ovoid or egg-shaped. In the past, it was used to treat chest pain and cold and to relieve appetite-related issues. Furthermore, in Tibetan medicine, it is used for the treatment of coronary heart diseases, mountain sickness, strengthening of the spleen and stomach, and multiple other diseases ([51]Tang et al., 2017 and references therein). In Tibetan medicine, it