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Updated: Jul 17, 2026

Cost-Efficient Transcriptomic-Based Drug Screening
Published on: February 23, 2024
Transcriptome Inference and Systematic Approaches to Investigate TCM Compounds With Beneficial Metabolic Effects
Jing Li1,2,3, Yang-Chi-Dung Lin1,2,3, Hsi-Yuan Huang1,2,3
1School of Medicine, the Chinese University of Hong Kong, Shenzhen, Guangdong, PR China.
Abstract:
Obesity is a major risk factor for type 2 diabetes. Some traditional Chinese medicine (TCM) compounds can improve obesity by increasing energy consumption. This study aimed to identify and verify TCM compounds that promote adipose thermogenesis to alleviate obesity via transcriptomic analysis, molecular docking, network pharmacology, and Connectivity Map (CMap) analysis. Thirty-six TCMs related to adipose tissue thermogenesis were first collected to generate transcriptomic data. Then a ranking method based on integrated transcriptomic data was used to select emodin from the TCM Da Huang for network pharmacology to explore its potential mechanisms and further experimental validation. CMap analysis of thermogenesis signature genes from ProFAT and GEO datasets identified triptolide as another compound for improving obesity through enhanced thermogenesis. In vitro experiments with 3T3-L1 cells and in vivo experiments with zebrafish were conducted. The results showed that both emodin and triptolide could upregulate the NAD+/NADH ratio, increase AMPK and SIRT1 expression, suppress lipid accumulation, and promote lipolysis, as verified by both in vitro and in vivo experiments. They also upregulated thermogenesis-related genes (e.g., UCP1, PGC1α, and PRDM16), lipolysis-related genes (e.g., PKA, ATGL, and HSL), mitochondrial biogenesis-related genes (e.g., NRF1, NRF2, and TFAM), and β-oxidation-related genes (e.g., CPT1α and CPT1β). Meanwhile, they downregulated lipogenesis-related genes such as FASN, SREBP1, and ACC. These results provide a basis for understanding the effects of emodin and triptolide on obesity. The findings highlight the effectiveness of combined screening approaches in exploring compounds with beneficial metabolic effects.
Insights
Two traditional Chinese medicine compounds, emodin and triptolide, were identified to combat obesity by enhancing adipose thermogenesis. These compounds boost energy expenditure and reduce fat accumulation, offering potential therapeutic strategies for metabolic disorders.
Area of Science:
- Metabolic Health
- Pharmacology
- Traditional Chinese Medicine
Background:
- Obesity is a significant risk factor for type 2 diabetes.
- Traditional Chinese Medicine (TCM) compounds may improve obesity by increasing energy expenditure.
- Identifying novel compounds that promote adipose thermogenesis is crucial for obesity management.
Purpose of the Study:
- To identify and validate TCM compounds that promote adipose thermogenesis for obesity alleviation.
- To explore the molecular mechanisms underlying the anti-obesity effects of identified TCM compounds.
- To utilize a multi-omics approach combining transcriptomics, network pharmacology, and CMap analysis.
Main Methods:
- Transcriptomic analysis of 36 TCMs related to adipose thermogenesis.
- Network pharmacology and molecular docking for emodin (from Da Huang).
- Connectivity Map (CMap) analysis to identify triptolide.
- In vitro (3T3-L1 cells) and in vivo (zebrafish) experimental validation.
Main Results:
- Emodin and triptolide were identified as potent promoters of adipose thermogenesis.
- Both compounds increased the NAD+/NADH ratio, activated AMPK and SIRT1, and suppressed lipid accumulation.
- Upregulation of thermogenesis, lipolysis, mitochondrial biogenesis, and beta-oxidation genes observed.
- Downregulation of lipogenesis-related genes confirmed anti-obesity effects.
Conclusions:
- Emodin and triptolide effectively alleviate obesity by enhancing adipose thermogenesis.
- These compounds modulate key metabolic pathways involved in energy expenditure and lipid metabolism.
- Combined screening approaches are effective for discovering compounds with beneficial metabolic effects.
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