Abstract Ethnopharmacological relevance Jian-yan-ling (JYL) is a drug used in traditional Chinese medicine (TCM) prescriptions for the treatment of tumors after radiotherapy and chemotherapy, to effectively alleviate leukocytopenia. However, the genetic mechanisms underlying the function of JYL remain unclear. Aim of the study This study aimed to explore the RNA changes and potential biological processes related to the anti-aging or life-extending effects of JYL treatments. Materials and methods In vivo treatments were performed using Canton-S Drosophila corresponding to three groups: control, low-concentration (low-conc.), and high-concentration (high-conc.) groups. The low-conc. And the high-conc. Groups were treated with 4 mg/mL JYL and 8 mg/mL JYL, respectively. Thirty Drosophila eggs were placed in each vial, and the third instar larvae and adults 7 and 21 days post-eclosion were collected for RNA sequencing, irrespective of the gender. In vitro treatments were conducted using humanized immune cell lines HL60 and Jurkat, which were divided into 3 groups: control (0 μg/mL JYL), low-concentration (40 μg/mL JYL), and high-concentration (80 μg/mL JYL). The cells were collected after 48 h of each JYL drug treatment. Both the Drosophila and cell samples were analyzed using RNA sequencing. Results The in vivo experiments revealed 74 upregulated genes in the low-concentration group, and CG13078 was a commonly downregulated differential gene, which is involved in ascorbate iron reductase activity. Further analysis of the co-expression map identified the key genes: regulatory particle non-ATPase (RPN), regulatory particle triple-A ATPase (RPT), and tripeptidyl-peptidase II (TPP II). For the in vitro experiments, 19 co-differential genes were compared between different concentrations of the HL 60 cell line, of which three genes were upregulated: LOC107987457 (phostensin-like gene), HSPA1A (heat shock protein family A member 1 A), and H2AC19 (H2A clustered histone 19). In the HL 60 cell line, JYL activated proteasome-related functions. In the Jurkat cell line, there were no common differential genes despite the presence of a dosage-dependent trend. Conclusions The RNA-seq results showed that the traditional Chinese medicine JYL has longevity and anti-aging effects, indicating that further investigation is required. Keywords: Jian-yan-ling (JYL) drug, RNA sequencing, Drosophila melanogaster, HL60 cell line, Protein ubiquitination decomposition, anti-aging 1. Introduction The modern development of ancient Chinese medicines is embodied by traditional Chinese medicine (TCM) prescriptions. Historically, the use of Western medicines has increased, as inferred from the evidence provided by quantitative and standardized analyses, while the use of TCM prescriptions has also increased due to the accumulation of evidence showing their curative effects and independent folk collections (including traditional Chinese medical books and prescriptions transmitted by word of mouth) and compilations. There is consequently a need to improve our understanding of TCM treatments using current scientific techniques, such as our rapidly developing genetic technologies. TCM prescriptions have been successfully utilized for thousands of years to treat various diseases. For instance, artemisinin and its derivatives, an extract from Artemisia annua, are front-line antimalarial drugs known for their efficacy and low toxicity [[37]23]. Although artemisinin is the standard treatment for malaria, its underlying genetic mechanisms remain poorly understood. Western medicines are developed based on one or a few active compounds, to influence several specific biologically activity targets or pathways, so their pharmacological functions can be determined with relative ease. In contrast, TCM prescriptions contain multiple active compounds. The “multi-component, multi-target” nature of TCM prescriptions poses a challenge when trying to elucidate their underlying molecular mechanisms (see [38]Fig. 7). Fig. 7. [39]Fig. 7 [40]Open in a new tab Co-expression analysis and function enrichment of the HL60 cell line. In recent years, with the development of high-throughput technologies and innovative computational methods in drug discovery, the desire to elucidate the molecular mechanisms of TCM have been reinvigorated. Pharmacotranscriptomes have become a powerful tool by which to evaluate drug TCM drug efficacy and discover new drug targets that are based on several pivotal consensuses: gene expression can be accurately measured and could potentially be a “universal language” for disease characterization and prediction [[41]24]; gene expression can link different biological states and systems [[42]4]; different biological pathways can drive different disease phenotypes. Thus, TCM prescription research has increasingly turned to high-throughput transcriptome screening to understand their molecular effects and components. Many studies have examined the genetic targets of herbs and ingredients and linked them to various diseases. The Integrated Database of Traditional Chinese Medicine (TCMID) was first established in 2013 with the aim of creating a comprehensive database for the digitization and standardization of TCM [[43]24]. This has been recognized by pharmacists and Chinese medicine researchers. TCMID 2.0 was later updated in 2017 with data relating to 18 203 TC M ingredients, 15 prescriptions, 82 related targets, 1356 drugs, 842 diseases, and various associations among the data. Considering that chemical changes may occur after the formula is decocted or boiled, new data were collected based on the composition of the formula after the processing steps. Meanwhile, 3895 mass spectrometry (MS) data points for 729 Chinese herbs were added as supplementary materials for ingredient identification. TCMID 2.0 will further promote the modernization of TCM and facilitate the exploration of their underlying biological processes. HERB [[44]4], another Chinese medicine database for high-throughput experimental references, was recently established