1
|
Lei H, Zhang H, Yu Y, Yu X, Guo M, Yuan Y. Exploring Potential Targets and Pathways of Toxicity Attenuation Through Serum Pharmacochemistry and Network Pharmacology in the Processing of Aconiti Lateralis Radix Praeparata. Biomed Chromatogr 2024; 38:e5890. [PMID: 38800964 DOI: 10.1002/bmc.5890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 04/15/2024] [Accepted: 04/22/2024] [Indexed: 05/29/2024]
Abstract
Aconiti Lateralis Radix Praeparata (Fuzi, FZ) is a frequently utilized traditional Chinese medicine (TCM) in clinical settings. However, its toxic and side effects, particularly cardiac injury, are apparent, necessitating processing before use. To investigate the mechanism of toxicity induced by absorbed components and the mitigating effect of processed FZ, we established a comprehensive method combining serum pharmacochemistry and a network pharmacology approach. In total, 31 chemical components were identified in the plasma, with a general decrease in response intensity observed for these components in processed FZ. Subsequently, four components were selected for network pharmacology analysis. This analysis revealed 150 drug action targets and identified 1162 cardiac toxicity targets. Through intersection analysis, 41 key targets related to cardiac toxicity were identified, along with 9 significant Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. The most critical targets identified were AKT1, MTOR, and PARP1. The key biological pathways implicated were adrenergic signaling in cardiomyocytes, proteoglycans in cancer, and the calcium signaling pathway. Significant differences were observed in histological staining and biochemical indicators in the cardiac tissue of rats treated with FZ, indicating that processing could indeed reduce its cardiotoxicity. Indeed, this article presents a valuable strategy for elucidating the toxification mechanism of toxic TCM.
Collapse
Affiliation(s)
- Huibo Lei
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hongli Zhang
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, China
| | - Yating Yu
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoyan Yu
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Meili Guo
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yongfang Yuan
- Department of Pharmacy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| |
Collapse
|
2
|
Wei N, Song D, Lu C, Jiang Y, Liu Q, Liu L, Xu L, Chen L, Chen Z. Identification and quality evaluation of different processed products of Aconitum carmichaelii by ultra-high-performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry and ultra-high-performance liquid chromatography-tandem mass spectrometry. J Sep Sci 2023; 46:e2300235. [PMID: 37387561 DOI: 10.1002/jssc.202300235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 06/16/2023] [Accepted: 06/21/2023] [Indexed: 07/01/2023]
Abstract
Aconitum carmichaelii is widely used to treat chronic and intractable diseases due to its remarkable curative effect, but it is also a highly toxic herb with severe cardiac and neurotoxicity. It has been combined with honey for thousands of years to reduce toxicity and enhance efficacy, but there has been no study on the chemical constituent changes in the honey-processing so far. In this study, the chemical constituents of A. carmichaelii before and after honey-processing were characterized by ultra-high-performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry. The results showed that a total of 118 compounds were identified, of which six compounds disappeared and five compounds were newly produced after honey-processing, and the cleavage pathway of main components was elucidated. At the same time, 25 compounds were found to have significant effects on different products, among which four compounds with the biggest difference were selected for quantitative analysis by ultra-high-performance liquid chromatography-tandem mass spectrometry. This study not only explained the chemical differences between the different products, but also helped to control the quality of the honey-processed products more effectively, and laid a foundation for further elucidating the mechanism of chemical constituent change during the honey-processing of A. carmichaelii.
Collapse
Affiliation(s)
- Nina Wei
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Dandan Song
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Chang Lu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Yong Jiang
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Qin Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Lunyuan Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Liu Xu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| | - Linwei Chen
- Department of Pharmacy, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou, P. R. China
| | - Zhipeng Chen
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, P. R. China
| |
Collapse
|
3
|
Zhou Z, Du Z, Wei J, Zhuo L, Pan S, Fu X, Lian X. MHAM-NPI: Predicting ncRNA-protein interactions based on multi-head attention mechanism. Comput Biol Med 2023; 163:107143. [PMID: 37339574 DOI: 10.1016/j.compbiomed.2023.107143] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/20/2023] [Accepted: 06/06/2023] [Indexed: 06/22/2023]
Abstract
Non-coding RNA (ncRNA) is a functional RNA molecule that plays a key role in various fundamental biological processes, such as gene regulation. Therefore, studying the connection between ncRNA and proteins holds significant importance in exploring the function of ncRNA. Although many efficient and accurate methods have been developed by modern biological scientists, accurate predictions still pose a major challenge for various issues. In our approach, we utilize a multi-head attention mechanism to merge residual connections, allowing for the automatic learning of ncRNA and protein sequence features. Specifically, the proposed method projects node features into multiple spaces based on multi-head attention mechanism, thereby obtaining different feature interaction patterns in these spaces. By stacking interaction layers, higher-order interaction modes can be derived, while still preserving the initial feature information through the residual connection. This strategy effectively leverages the sequence information of ncRNA and protein, enabling the capture of hidden high-order features. The final experimental results demonstrate the effectiveness of our method, with AUC values of 97.4%, 98.5%, and 94.8% achieved on the NPInter v2.0, RPI807, and RPI488 datasets, respectively. These impressive results solidify our method as a powerful tool for exploring the connection between ncRNAs and proteins. We have uploaded the implementation code on GitHub: https://github.com/ZZCrazy00/MHAM-NPI.
Collapse
Affiliation(s)
- Zhecheng Zhou
- Wenzhou University of Technology, Wenzhou, 325000, China
| | - Zhenya Du
- Guangzhou Xinhua University, Guangzhou, 510520, China
| | - Jinhang Wei
- Wenzhou University of Technology, Wenzhou, 325000, China
| | - Linlin Zhuo
- Wenzhou University of Technology, Wenzhou, 325000, China; Hunan University, Changsha, 410000, China.
| | - Shiyao Pan
- Wenzhou University of Technology, Wenzhou, 325000, China
| | | | - Xinze Lian
- Wenzhou University of Technology, Wenzhou, 325000, China.
| |
Collapse
|
4
|
Wu J, Duan R, Deng H, Li L, Zhao Y, Yu Z. The effect of compatibility of Aconiti Radix and honey on the pharmacokinetics of five Aconitum alkaloids in rat plasma. Biomed Chromatogr 2022; 36:e5453. [PMID: 35853731 DOI: 10.1002/bmc.5453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/11/2022] [Accepted: 07/14/2022] [Indexed: 11/06/2022]
Abstract
Aconiti Radix (Chuanwu [CW]), is widely used for the treatment of the chronic and intractable diseases due to its remarkable curative effect. CW has been combined with honey for thousands of years to reduce toxicity and enhance efficacy. This study first clarified compatibility mechanism of CW co-used with honey using a comparative pharmacokinetic idea. We developed and validated a simple, sensitive, specific, and accurate UHPLC-MS/MS method to simultaneously determine five Aconitum alkaloids in rat plasma after oral administration of CW decoction and CW-honey concentrated solution. Pharmacokinetic parameters were significantly different between the two groups (P<0.01 and P<0.05). Compared with CW group, Cmax and AUC0→t were decreased in CW-honey group for three diester-diterpenoid alkaloids (hypaconitine, mesaconitine and aconitine); Tmax and T1/2 were prolonged. However, Cmax and AUC0→t were increased in CW-honey group for two monoester-diterpenoid alkaloids (benzoylaconine and benzoylmesaconine); Tmax was shortened; T1/2 was prolonged. These findings suggest that honey affected the pharmacokinetic behaviors of five Aconitum alkaloids. We speculate that the detoxification and synergism of honey might result from reducing the toxicity of diester-diterpenoid alkaloids and promoting the biological activity of monoester-diterpenoid alkaloids in vivo. This study provides a theoretical basis for the clinical use of CW combined with honey.
Collapse
Affiliation(s)
- Jiaofeng Wu
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| | - Rong Duan
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| | - Haoran Deng
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| | - Lele Li
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| | - Yunli Zhao
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| | - Zhiguo Yu
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang, People's Republic of China
| |
Collapse
|
5
|
Network pharmacology and UPLC-MS/MS-based study of active ingredients in Jiu Wei decoction. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2022. [DOI: 10.1016/j.cjac.2022.100146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
6
|
Yang L, Xie G, Wang Y, Li J, Zheng B, Zhu J, Yuan X, Hong Q, Ma Z, Gao Y. Metabolic Behaviors of Aconitum Alkaloids in Different Concentrations of Aconiti Lateralis Radix Praeparata and Effects of Aconitine in Healthy Human and Long QT Syndrome Cardiomyocytes. Molecules 2022; 27:molecules27134055. [PMID: 35807297 PMCID: PMC9268243 DOI: 10.3390/molecules27134055] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/18/2022] [Accepted: 06/21/2022] [Indexed: 11/16/2022] Open
Abstract
Aconiti Lateralis Radix Praeparata (Fu Zi) is the processed lateral root of Aconitum carmichaelii Debx, which is widely used in emergency clinics. Poisoning incidents and adverse reactions occur with the improper intake of Fu Zi. Metabolic characteristics of aconitum alkaloids of Fu Zi may vary, and the effects of Fu Zi in healthy and Long QT syndrome (LQTS) patients is unknown. In this experiment, 24 Sprague Dawley rats were randomly divided into three groups: 2.0, 1.0, and 0.5 g/kg dose groups, and blood samples were collected after the oral administration of Fu Zi extract. We used an ultra-high performance liquid chromatography-tandem mass spectrometry system to detect the concentrations of six aconitum alkaloids. Cell toxicity, calcium imaging, and patch-clamp recordings of human induced pluripotent stem cells-cardiomyocytes (hiPSC-CMs) of aconitine in healthy and LQTS were observed. We found that the AUC(0–48h), Cmax, and t1/2 of the six compounds increased with the multiplicative dosages; those in the high group were significantly higher than those in the low group. Aconitine concentration-dependently decreased the amplitude, which has no significant effect on the cell index of normal hiPSC-CMs. Aconitine at 5.0 μM decreased the cell index between 5–30 min for LQTS hiPSC-CMs. Meanwhile, aconitine significantly increased the frequency of calcium transients in LQTS at 5 μM. Aconitine significantly shortened the action potential duration of human cardiomyocytes in both normal and LQTS groups. These results show metabolic behaviors of aconitum alkaloids in different concentrations of Fu Zi and effects of aconitine in healthy and LQTS patients.
Collapse
Affiliation(s)
- Liang Yang
- School of Chemistry and Chemical Engineering, Hefei Normal University, Hefei 230601, China; (L.Y.); (B.Z.); (J.Z.); (X.Y.)
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
| | - Guanghui Xie
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
| | - Yuguang Wang
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
| | - Jian Li
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
| | - Bin Zheng
- School of Chemistry and Chemical Engineering, Hefei Normal University, Hefei 230601, China; (L.Y.); (B.Z.); (J.Z.); (X.Y.)
| | - Jinmiao Zhu
- School of Chemistry and Chemical Engineering, Hefei Normal University, Hefei 230601, China; (L.Y.); (B.Z.); (J.Z.); (X.Y.)
| | - Xinsong Yuan
- School of Chemistry and Chemical Engineering, Hefei Normal University, Hefei 230601, China; (L.Y.); (B.Z.); (J.Z.); (X.Y.)
| | - Qian Hong
- Huaihai Hospital, Xuzhou Medical University/PLA 71st Group Military Hospital, Xuzhou 221004, China;
| | - Zengchun Ma
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
- Correspondence: (Z.M.); (Y.G.)
| | - Yue Gao
- Beijing Institution of Radiation Medicine, Beijing 100850, China; (G.X.); (Y.W.); (J.L.)
- Correspondence: (Z.M.); (Y.G.)
| |
Collapse
|