1
|
Zheng K, Dai L, Zhang S, Zhao Y, Li W, Gao Y, Mang Y, Jiao L, Tang Y, Ran J. Unraveling the Heterogeneity of CD8+ T-Cell Subsets in Liver Cirrhosis: Implications for Disease Progression. Gut Liver 2024:gnl230345. [PMID: 38623058 DOI: 10.5009/gnl230345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 12/26/2023] [Accepted: 01/03/2024] [Indexed: 04/17/2024] Open
Abstract
Background/Aims : Liver cirrhosis involves chronic inflammation and progressive fibrosis. Among various immune cells, CD8+ T cells are considered a major contributor to hepatic inflammation and fibrosis. However, the exact molecular pathways governing CD8+ T-cell-mediated effects in cirrhosis remain unclear. Methods : This study analyzed transcriptomic and single-cell sequencing data to elucidate CD8+ T-cell heterogeneity and implications in cirrhosis. Results : Weighted gene co-expression analysis of bulk RNA-seq data revealed an association between cirrhosis severity and activated T-cell markers like HLA and chemokine genes. Furthermore, single-cell profiling uncovered eight CD8+ T-cell subtypes, notably, effector memory (Tem) and exhausted (Tex) T cells. Tex cells, defined by PDCD1, LAG3, and CXCL13 expression, were increased in cirrhosis, while Tem cells were decreased. Lineage tracing and differential analysis highlighted CXCL13+ Tex cells as a terminal, exhausted subtype of cells with roles in PD-1 signaling, glycolysis, and T-cell regulation. CXCL13+ Tex cells displayed T-cell exhaustion markers like PDCD1, HAVCR2, TIGIT, and TNFRSF9. Functional analysis implicated potential roles of these cells in immunosuppression. Finally, a CXCL13+ Tex-cell gene signature was found that correlated with cirrhosis severity and poorer prognosis of liver cancer. Conclusions : In summary, this comprehensive study defines specialized CD8+ T-cell subpopulations in cirrhosis, with CXCL13+ Tex cells displaying an exhausted phenotype associated with immune dysregulation and advanced disease. Key genes and pathways regulating these cells present potential therapeutic targets.
Collapse
Affiliation(s)
- Kepu Zheng
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Leiyang Dai
- Inspection Department of Kunming University of Science and Technology, The First People's Hospital of Yunnan Province, Kunming, China
| | - Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Yingpeng Zhao
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Wang Li
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Yang Gao
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Lingfeng Jiao
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| | - Yu Tang
- Kunming Medical University, Kunming, China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, China
| |
Collapse
|
2
|
Mang Y, Gao Y, Yang Y, Dong M, Yang Q, Li H, Ran J, Li L, Ma J, Chen G, Yang B, Xie Y, Wu Y, Zhao Y, Zhang S. Experience on AMR Diagnosis and Treatment Following Liver Transplantation: Case Series. Transplant Direct 2024; 10:e1598. [PMID: 38464427 PMCID: PMC10923386 DOI: 10.1097/txd.0000000000001598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/23/2023] [Accepted: 12/11/2023] [Indexed: 03/12/2024] Open
Affiliation(s)
- Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Yang Gao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Yan Yang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Mei Dong
- Hemodialysis Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Qian Yang
- Department of Pathology, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Hong Li
- Department of Ultrasonic Medicine, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Li Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Jun Ma
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Guoyu Chen
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Bin Yang
- Medical Imaging Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Ying Xie
- Medical Imaging Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Yunsong Wu
- Hemodialysis Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Kunming, China
| | - Yingpeng Zhao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People’s Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| |
Collapse
|
3
|
Hu Z, Zhao Y, Li L, Jiang J, Li W, Mang Y, Gao Y, Dong Y, Zhu J, Yang C, Ran J, Li L, Zhang S. Metformin promotes ferroptosis and sensitivity to sorafenib in hepatocellular carcinoma cells via ATF4/STAT3. Mol Biol Rep 2023; 50:6399-6413. [PMID: 37326750 PMCID: PMC10374833 DOI: 10.1007/s11033-023-08492-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 04/28/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a common cancer worldwide, and sorafenib is a first-line drug for the treatment of advanced liver cancer. Resistance to sorafenib has become a major challenge in the treatment of hepatocellular carcinoma, however, studies have shown that metformin can promote ferroptosis and sorafenib sensitivity. Therefore, the aim of this study was to investigate the promotion of ferroptosis and sorafenib sensitivity by metformin via ATF4/STAT3 in hepatocellular carcinoma cells. METHODS Hepatocellular carcinoma cells Huh7 and Hep3B and induced sorafenib resistance (SR) Huh7/SR and Hep3B/SR cells were used as in vitro cell models. Cells were injected subcutaneously to establish a drug-resistant mouse model. CCK-8 was used to detect cell viability and sorafenib IC50. Western blotting was used to detect the expression of relevant proteins. BODIPY staining was used to analyze the lipid peroxidation level in cells. A scratch assay was used to detect cell migration. Transwell assays were used to detect cell invasion. Immunofluorescence was used to localize the expression of ATF4 and STAT3. RESULTS Metformin promoted ferroptosis in hepatocellular carcinoma cells through ATF4/STAT3, decreased sorafenib IC50, increased ROS and lipid peroxidation levels, decreased cell migration and invasion, inhibited the expression of the drug-resistant proteins ABCG2 and P-GP in hepatocellular carcinoma cells, and thus inhibited sorafenib resistance in hepatocellular carcinoma cells. Downregulating ATF4 inhibited the phosphorylated nuclear translocation of STAT3, promoted ferroptosis, and increased the sensitivity of Huh7 cells to sorafenib. Metformin was also shown in animal models to promote ferroptosis and sorafenib sensitivity in vivo via ATF4/STAT3. CONCLUSION Metformin promotes ferroptosis and sensitivity to sorafenib in hepatocellular carcinoma cells via ATF4/STAT3, and it inhibits HCC progression.
Collapse
Affiliation(s)
- Zongqiang Hu
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Yingpeng Zhao
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Laibang Li
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Jie Jiang
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Wang Li
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Yuanyi Mang
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Yang Gao
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Yun Dong
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Jiashun Zhu
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Chaomin Yang
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Jianghua Ran
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China.
| | - Li Li
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China.
| | - Shengning Zhang
- Hepato-pancreato-biliary Surgery Department, First People's Hospital of Kunming City & The Calmette Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China.
| |
Collapse
|
4
|
Hu Z, Zhao Y, Mang Y, Zhu J, Yu L, Li L, Ran J. MiR-21-5p promotes sorafenib resistance and hepatocellular carcinoma progression by regulating SIRT7 ubiquitination through USP24. Life Sci 2023; 325:121773. [PMID: 37187452 DOI: 10.1016/j.lfs.2023.121773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 05/08/2023] [Accepted: 05/09/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE To validate the mechanism by which miR-21-5p mediates autophagy in drug-resistant cells in hepatocellular carcinoma (HCC), aggravating sorafenib resistance and progression of HCC. METHODS HCC cells were treated with sorafenib to establish sorafenib-resistant cells, and nude mice were subcutaneously injected with hepatoma cells to establish animal models. RT-qPCR was used to determine the level of miR-21-5p, and Western blotting was used to determine the level of related proteins. Cell apoptosis, cell migration, the level of LC3 were accessed. Immunohistochemical staining was used for detection of Ki-67 and LC3. A dual-luciferase reporter assay certified that miR-21-5p targets USP42, and a co-immunoprecipitation assay validated the mutual effect between USP24 and SIRT7. RESULTS miR-21-5p and USP42 were highly expressed in HCC tissue and cells. Inhibition of miR-21-5p or knockdown of USP42 inhibited cell proliferation and cell migration, upregulated the level of E-cadherin, and downregulated the level of vimentin, fibronectin and N-cadherin. Overexpression of miR-21-5p reversed the knockdown of USP42. Inhibition of miR-21-5p downregulated the ubiquitination level of SIRT7, downregulated the levels of LC3II/I ratio and Beclin1, and upregulated the expression of p62. The tumor size in the miR-21-5p inhibitor group was smaller, and Ki-67 and LC3 in tumor tissue were reduced, while the overexpression of USP42 reversed the effect of the miR-21-5p inhibitor. CONCLUSION miR-21-5p promotes deterioration and sorafenib resistance in hepatocellular carcinoma by upregulating autophagy levels. Knockdown of miR-21-5p inhibits the development of sorafenib-resistant tumors by USP24-mediated SIRT7 ubiquitination.
Collapse
Affiliation(s)
- Zongqiang Hu
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Yingpeng Zhao
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Yuanyi Mang
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Jiashun Zhu
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Lu Yu
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Li Li
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China.
| | - Jianghua Ran
- First People's Hospital of Kunming City, Kunming, Yunnan 650032, China; The Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China.
| |
Collapse
|
5
|
Hu Z, Chen G, Zhao Y, Gao H, Li L, Yin Y, Jiang J, Wang L, Mang Y, Gao Y, Zhang S, Ran J, Li L. Exosome-derived circCCAR1 promotes CD8 + T-cell dysfunction and anti-PD1 resistance in hepatocellular carcinoma. Mol Cancer 2023; 22:55. [PMID: 36932387 PMCID: PMC10024440 DOI: 10.1186/s12943-023-01759-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 47.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 03/10/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND Circular RNAs (circRNAs) can be encapsulated into exosomes to participate in intercellular communication, affecting the malignant progression of a variety of tumors. Dysfunction of CD8 + T cells is the main factor in immune escape from hepatocellular carcinoma (HCC). Nevertheless, the effect of exosome-derived circRNAs on CD8 + T-cell dysfunction needs further exploration. METHODS The effect of circCCAR1 on the tumorigenesis and metastasis of HCC was assessed by in vitro and in vivo functional experiments. The function of circCCAR1 in CD8 + T-cell dysfunction was measured by enzyme-linked immunosorbent assay (ELISA), western blotting and flow cytometry. Chromatin immunoprecipitation, biotinylated RNA pull-down, RNA immunoprecipitation, and MS2 pull-down assays were used to the exploration of mechanism. A mouse model with reconstituted human immune system components (huNSG mice) was constructed to explore the role of exosomal circCCAR1 in the resistance to anti-PD1 therapy in HCC. RESULTS Increased circCCAR1 levels existed in tumor tissues and exosomes in the plasma of HCC patients, in the culture supernatant and HCC cells. CircCCAR1 accelerated the growth and metastasis of HCC in vitro and in vivo. E1A binding protein p300 (EP300) and eukaryotic translation initiation factor 4A3 (EIF4A3) promoted the biogenesis of circCCAR1, and Wilms tumor 1-associated protein (WTAP)-mediated m6A modification enhanced circCCAR1 stability by binding insulin-like growth factor 2 mRNA-binding protein 3 (IGF2BP3). CircCCAR1 acted as a sponge for miR-127-5p to upregulate its target WTAP and a feedback loop comprising circCCAR1/miR-127-5p/WTAP axis was formed. CircCCAR1 is secreted by HCC cells in a heterogeneous nuclear ribonucleoprotein A2/B1 (hnRNPA2B1)-dependent manner. Exosomal circCCAR1 was taken in by CD8 + T cells and caused dysfunction of CD8 + T cells by stabilizing the PD-1 protein. CircCCAR1 promoted resistance to anti-PD1 immunotherapy. Furthermore, increased cell division cycle and apoptosis regulator 1 (CCAR1) induced by EP300 promoted the binding of CCAR1 and β-catenin protein, which further enhanced the transcription of PD-L1. CONCLUSIONS The circCCAR1/miR-127-5p/WTAP feedback loop enhances the growth and metastasis of HCC. Exosomal circCCAR1 released by HCC cells contributes to immunosuppression by facilitating CD8 + T-cell dysfunction in HCC. CircCCAR1 induces resistance to anti-PD1 immunotherapy, providing a potential therapeutic strategy for HCC patients.
Collapse
Affiliation(s)
- Zongqiang Hu
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Gang Chen
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Yingpeng Zhao
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Hongqiang Gao
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Laibang Li
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Yanfeng Yin
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Jie Jiang
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Li Wang
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Yuanyi Mang
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Yang Gao
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China
| | - Shengning Zhang
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China.
| | - Jianghua Ran
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China.
| | - Li Li
- Department of Hepato-Pancreato-Biliary Surgery, First People's Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panlong District, Kunming, 650032, Yunnan, China.
| |
Collapse
|
6
|
Li W, Wu R, Zhang S, Zhao Y, Li L, Hu Z, Su Q, Mang Y, Zhang X, Dong Y, Zheng K, Ran J, Li L. Analysis of angiogenesis-related subtypes of hepatocellular carcinoma and tumor microenvironment infiltration feature in hepatocellular carcinoma. Clin Transl Oncol 2023:10.1007/s12094-023-03084-x. [PMID: 36708372 DOI: 10.1007/s12094-023-03084-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 01/09/2023] [Indexed: 01/29/2023]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is a highly vascularized tumor, and angiogenesis plays an important role in its progression. However, the role of angiogenesis in cell infiltration in the tumor microenvironment (TME) remains unclear. METHODS We evaluated the associations of 35 angiogenesis-related genes (ARGs) with the clinicopathological features of 816 HCC patients. In addition, we assessed the associations between the ARGs and TME cell infiltration. A nomogram was constructed to determine the prognostic value of ARGs for HCC. The ARG score was used to distinguish angiogenic subtypes of HCC, and its usefulness for predicting the prognosis and treatment response of HCC patients was evaluated. RESULTS We distinguished three ARG clusters differing in terms of TME cell infiltration, immune cell activation status, clinicopathological features, and clinical outcomes. There were significant associations of ARG expression with tumor immunity, the epithelial-mesenchymal transition (EMT), and transforming growth factor-β expression. An ARG score model was constructed to generate a risk score for each patient based on differentially expressed genes between clusters. Furthermore, a high ARG score was associated with high expression of CTLA-4 and PD-L1/PD-1, and a low Tumor Immune Dysfunction and Exclusion score, indicating the usefulness of the ARG score for selecting patients for immunotherapy. Considering the relationship between ARGs and tumor immunity, immunotherapy combined with vascular-targeted therapy may be the best treatment for HCC. CONCLUSIONS ARGs play an important role in TME diversity and complexity in HCC patients. The ARG score of HCC predicts TME invasion and can guide immunotherapy.
Collapse
Affiliation(s)
- Wang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Ruichao Wu
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yingpeng Zhao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Laibang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Zongqiang Hu
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Qiuming Su
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Xibing Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Yun Dong
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Kepu Zheng
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China.
| | - Li Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, The Calmette Affiliated Hospital of Kunming Medical University, The First People's Hospital of Kunming, Kunming, China.
| |
Collapse
|
7
|
Mang Y, Zhang S, Zhao J, Ran J, Zhao Y, Li L, Gao Y, Li W, Chen G, Ma J, Li L, Bao F. Characteristics of pre-sensitization-related acute antibody-mediated rejection in a rat model of orthotopic liver transplantation. Ann Transl Med 2022; 10:1066. [DOI: 10.21037/atm-22-4311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/26/2022] [Indexed: 11/06/2022]
|
8
|
Zhang S, Mang Y, Li L, Ran J, Zhao Y, Li L, Gao Y, Li W, Chen G, Ma J. Long noncoding RNA NEAT1 changes exosome secretion and microRNA expression carried by exosomes in hepatocellular carcinoma cells. J Gastrointest Oncol 2021; 12:3033-3049. [PMID: 35070428 PMCID: PMC8748037 DOI: 10.21037/jgo-21-729] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/14/2021] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND This study aimed to investigate the roles and functions of nuclear-enriched abundant transcript 1 (NEAT1) in exosome secretion and exosomal microRNA (miRNA) changes in hepatocellular carcinoma (HCC) cells. METHODS HepG2 and HuH-7 cells were divided into two groups: Lv-control (which were infected with lentivirus without NEAT1 expression) and Lv-NEAT1 (which were infected with lentivirus with NEAT1 overexpression). Each group was used to study cell function (proliferation, invasion, and apoptosis) and exosome secretion by nanoparticle tracking analysis (NTA), electron microscopy, and nanoflow cytometry (nanoFCM). Different levels of messenger RNA (mRNA), miRNA, and exosomal miRNA were detected by RNA sequencing. Next, potential target RNAs were verified by reverse transcription polymerase chain reaction (RT-PCR). Changed exosomal miRNAs were found and miRNA mimics were used to study cell function in NEAT1-overexpression and NEAT1-knockdown HCC cells. RESULTS The data showed that NEAT1-overexpression promoted exosome secretion. The overexpression of NEAT1 altered global genes, including exosome-related genes. Compared with the control group, we observed that several miRNAs changed in the exosomes secreted by NEAT1-overexpressing cells. Our study found that these changed exosomal miRNAs played a suppressor role in HCC. Transfection of miR-634, miR-638, and miR-3960 reversed the enhanced invasion and proliferation in HCC cells with a high level of NEAT1 expression. CONCLUSIONS These results suggested that NEAT1 regulates exosome-related genes, which might be associated with increasing exosome secretion by NEAT1-overexpressing cells. Furthermore, NEAT1 promotes cell invasion and proliferation via downregulation of miR-634, miR-638, and miR-3960 in exosomes. This study may provide potential targets for exosome-mediated miRNA transfer in HCCs with a high level of NEAT1 expression therapy.
Collapse
Affiliation(s)
- Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Li Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Yingpeng Zhao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Laibang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Yang Gao
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Wang Li
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Guoyu Chen
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| | - Jun Ma
- Department of Hepato-Biliary-Pancreatic Surgery and Liver Transplantation Center, the Calmette Affiliated Hospital of Kunming Medical University, the First People's Hospital of Kunming, Clinical Medical Center for Organ Transplantation of Yunnan Province, Kunming, China
| |
Collapse
|
9
|
Mang Y, Li L, Ran J, Zhang S, Liu J, Li L, Chen Y, Liu J, Gao Y, Ren G. Long noncoding RNA NEAT1 promotes cell proliferation and invasion by regulating hnRNP A2 expression in hepatocellular carcinoma cells. Onco Targets Ther 2017; 10:1003-1016. [PMID: 28260918 PMCID: PMC5325106 DOI: 10.2147/ott.s116319] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Growing evidence demonstrates that long noncoding RNAs (lncRNAs) are involved in the progression of various cancers, including hepatocellular carcinoma (HCC). The role of nuclear-enriched abundant transcript 1 (NEAT1), an essential lncRNA for the formation of nuclear body paraspeckles, has not been fully explored in HCC. We aimed to determine the expression, roles and functional mechanisms of NEAT1 in the proliferation and invasion of HCC. Based on real-time polymerase chain reaction data, we suggest that NEAT1 is upregulated in HCC tissues compared with noncancerous liver tissues. The knockdown of NEAT1 altered global gene expression patterns and reduced HCC cell proliferation, invasion and migration. RNA immunoprecipitation and RNA pull-down assays confirmed that U2AF65 binds to NEAT1. Furthermore, the study indicated that NEAT1 regulated hnRNP A2 expression and that this regulation may be associated with the NEAT1–U2AF65 protein complex. Thus, the NEAT1-hnRNP A2 regulation mechanism promotes HCC pathogenesis and may provide a potential target for the prognosis and treatment of HCC.
Collapse
Affiliation(s)
- Yuanyi Mang
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Li Li
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Jianghua Ran
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Shengning Zhang
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Jing Liu
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Laibang Li
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Yiming Chen
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Jian Liu
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Yang Gao
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| | - Gang Ren
- Department of Hepato-Biliary-Pancreatic Surgery, The Calmette Affiliated Hospital of Kunming Medical University, The First Hospital of Kunming, Kunming, Yunnan, People's Republic of China
| |
Collapse
|
10
|
Mang Y, Zhao Z, Zeng Z, Wu X, Li Z, Zhang L. Efficient elimination of CD103-expressing cells by anti-CD103 antibody drug conjugates in immunocompetent mice. Int Immunopharmacol 2014; 24:119-27. [PMID: 25467246 DOI: 10.1016/j.intimp.2014.11.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 10/29/2014] [Accepted: 11/05/2014] [Indexed: 01/06/2023]
Abstract
CD103 plays an important role in the destruction of islet allografts, and previous studies found that a CD103 immunotoxin (M290-Saporin, or M290-SAP) promoted the long-term survival of pancreatic islet allografts. However, systemic toxicity to the host and the bystander effects of M290-SAP obscure the underlying mechanisms of action and restrict its clinical applications. To overcome these shortcomings, anti-CD103 M290 was conjugated to different cytotoxic agents through cleavable or uncleavable linkages to form three distinct antibody-drug conjugates (ADCs): M290-MC-vc-PAB-MMAE, M290-MC-MMAF, and M290-MCC-DM1. The drug-to-antibody ratio (DAR) and the purity of the ADCs were determined by HIC-HPLC and SEC-HPLC, respectively. The binding characteristics, internalization and cytotoxicity of M290 and the corresponding ADCs were evaluated in vitro. The cell depletion efficacies of the various M290-ADCs against CD103-positive cells were then evaluated in vivo. The M290-ADCs maintained the initial binding affinity for the CD103-positive cell surface antigen and then quickly internalized the CD103-positive cell. Surprisingly, all M290-ADCs potently depleted CD103-positive cells in vivo, with high specificity and reduced toxicity. Our findings show that M290-ADCs have potent and selective depletion effects on CD103-expressing cells in immunocompetent mice. These data indicate that M290-ADCs could potentially serve as a therapeutic intervention to block the CD103/E-cadherin pathway.
Collapse
Affiliation(s)
- Yuanyi Mang
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China
| | - Zhihui Zhao
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China
| | - Zhaolin Zeng
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China
| | - Xing Wu
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China
| | - Zhengjie Li
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China
| | - Lei Zhang
- Department of General Surgery, The 2nd Affiliated Hospital of Harbin Medical University, 246 Xufu Road, Harbin, Heilongjiang Province 150086, China.
| |
Collapse
|
11
|
Karstensen HG, Mang Y, Fark T, Hummel T, Tommerup N. The first mutation in CNGA2 in two brothers with anosmia. Clin Genet 2014; 88:293-6. [PMID: 25156905 DOI: 10.1111/cge.12491] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 08/03/2014] [Accepted: 08/19/2014] [Indexed: 11/30/2022]
Abstract
Isolated congenital anosmia (ICA) is a rare disorder, where otherwise healthy individuals present with an inability to smell since birth. A list of studies have described the genes involved in syndromic anosmia; however, the genetics of ICA is still in its infancy. Studies in mice show that the cyclic nucleotide-gated channel subunit CNGA2, expressed in the olfactory epithelium has a crucial role in olfactory signal transduction. We have identified a novel X-linked stop mutation in CNGA2 (c.634C>T, p.R212*) in two brothers with ICA using exome sequencing. No additional mutations in CNGA2 were identified in a cohort of 31 non-related ICA individuals. Magnetic resonance brain imaging revealed diminished olfactory bulbs and flattened olfactory sulci. This is the first report of a mutation in the cyclic nucleotide-gated gene CNGA2 and supports the critical role of this gene in human olfaction.
Collapse
Affiliation(s)
- H G Karstensen
- Willhelm Johannsen Centre for Functional Genome Research, Department of Cellular and Molecular Medicine, The Faculty of Health Sciences, The University of Copenhagen, DK-2200, Copenhagen N, Denmark
| | - Y Mang
- Willhelm Johannsen Centre for Functional Genome Research, Department of Cellular and Molecular Medicine, The Faculty of Health Sciences, The University of Copenhagen, DK-2200, Copenhagen N, Denmark
| | - T Fark
- Interdisciplinary Center for Smell & Taste, Department of Otorhinolaryngology, Technical University of Dresden Medical School, 01307, Dresden, Germany
| | - T Hummel
- Interdisciplinary Center for Smell & Taste, Department of Otorhinolaryngology, Technical University of Dresden Medical School, 01307, Dresden, Germany
| | - N Tommerup
- Willhelm Johannsen Centre for Functional Genome Research, Department of Cellular and Molecular Medicine, The Faculty of Health Sciences, The University of Copenhagen, DK-2200, Copenhagen N, Denmark
| |
Collapse
|
12
|
Jakobsen LP, Pfeiffer P, Andersen M, Eiberg H, Hansen L, Mang Y, Bak M, Møller RS, Klitten LL, Tommerup N. Genetic studies in congenital anterior midline cervical cleft. Am J Med Genet A 2012; 158A:2021-6. [PMID: 22786797 DOI: 10.1002/ajmg.a.35466] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 04/16/2012] [Indexed: 11/07/2022]
Abstract
Congenital anterior midline cervical cleft (CAMCC) is a rare anomaly, with less than 100 cases reported. The cause of CAMCC is unknown, but genetic factors must be considered as part of the etiology. Three cases of CAMCC are presented. This is the first genetic study of isolated CAMCC. Conventional cytogenetics, array-comparative genomic hybridization (CGH) and whole exome sequencing were performed, including a search of relevant syndromes in the Online Mendelian Inheritance in Man (OMIM) database. Array CGH indicated a loss of the PAPPA gene in one of the patients, while exome sequencing showed a mutation in SIX5 in another patient. Both aberrations were inherited from unaffected parents. These results most likely imply that the identified mutations are not disease-causing, although they may be contributing factors if CAMCC has a polygenic inheritance.
Collapse
Affiliation(s)
- L P Jakobsen
- Department of Plastic- and Reconstructive Surgery and Burns Unit, University Hospital of Copenhagen, Rigshospitalet, and Department of Cellular and Molecular Medicine, Panum Institute, University of Copenhagen, Copenhagen, Denmark.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Scheibye-Alsing K, Hoffmann S, Frankel A, Jensen P, Stadler PF, Mang Y, Tommerup N, Gilchrist MJ, Nygård AB, Cirera S, Jørgensen CB, Fredholm M, Gorodkin J. Sequence assembly. Comput Biol Chem 2008; 33:121-36. [PMID: 19152793 DOI: 10.1016/j.compbiolchem.2008.11.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2008] [Revised: 11/28/2008] [Accepted: 11/28/2008] [Indexed: 01/20/2023]
Abstract
Despite the rapidly increasing number of sequenced and re-sequenced genomes, many issues regarding the computational assembly of large-scale sequencing data have remain unresolved. Computational assembly is crucial in large genome projects as well for the evolving high-throughput technologies and plays an important role in processing the information generated by these methods. Here, we provide a comprehensive overview of the current publicly available sequence assembly programs. We describe the basic principles of computational assembly along with the main concerns, such as repetitive sequences in genomic DNA, highly expressed genes and alternative transcripts in EST sequences. We summarize existing comparisons of different assemblers and provide a detailed descriptions and directions for download of assembly programs at: http://genome.ku.dk/resources/assembly/methods.html.
Collapse
Affiliation(s)
- K Scheibye-Alsing
- Division of Genetics and Bioinformatics, IBHV, University of Copenhagen, Grønnegårdsvej 3, 1870 Frederiksberg C, Denmark
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
Huang W, Mang Y, Huang P. [Granule-making technology for preparing luohanguo chrysanthemum granule medicine with orthogonal design]. Zhongguo Zhong Yao Za Zhi 1992; 17:412-3, 445-6. [PMID: 1445645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
L9 (3(4)) orthogonal design was adopted to inspect the consumption of white sugar, water and ethanol and the duration of raw material mixing in relation to the granule-attaining rate in preparing Luohanguo-Chrysanthemum granule medicine. The result shows that with a consumption of 170 kg of white sugar, 6000 ml of water and 800 ml of ethanol and a duration of 8 minutes, the granule attaining rate reaches about 80%.
Collapse
Affiliation(s)
- W Huang
- Guangxi Yulin Pharmaceutical Factory
| | | | | |
Collapse
|