1
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Piao M, Han YH, Lee KY. Berberine Derivative Compound 13 as a Potent Promoter of Osteoblast Differentiation via Akt and PKC Signaling Pathways. Int J Mol Sci 2025; 26:2984. [PMID: 40243591 PMCID: PMC11989097 DOI: 10.3390/ijms26072984] [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: 03/05/2025] [Revised: 03/20/2025] [Accepted: 03/24/2025] [Indexed: 04/18/2025] Open
Abstract
Berberine has been widely studied for its biological functions in various diseases, including cancer, diabetes, and cardiovascular diseases. Nevertheless, structural modifications of berberine have been demonstrated to augment its pharmacological efficacy in specific biological processes, particularly osteogenesis. In this study, we aimed to explore new berberine derivatives with pro-osteogenic activity and molecular mechanisms. Our results demonstrated that compound 13 is the most effective among the tested compounds. Compound 13 significantly enhanced BMP4-induced alkaline phosphatase (ALP) staining and increased the transcriptional activity of osteogenic markers such as ALP, Runt-related gene 2 (Runx2), and Osterix at both the mRNA and protein levels. Furthermore, we found that the Akt and PKC signaling pathways play crucial roles in compound 13-induced osteogenesis via treatment with specific inhibitors. The molecular docking results supported the potential interaction between compound 13 and these kinases. These findings highlighted the regulatory role of compound 13 in osteoblast differentiation via the Akt and PKC signaling pathways. Overall, our study provides compelling evidence that compound 13 is a promising therapeutic candidate for the treatment of osteoporosis, with the potential for further development and optimization to improve bone health and strength.
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Affiliation(s)
- Meiyu Piao
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Chonnam National University, Gwangju 61186, Republic of Korea;
| | - Youn Ho Han
- Department of Oral Pharmacology, College of Dentistry, Wonkwang University, Iksan 54538, Republic of Korea
| | - Kwang Youl Lee
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Chonnam National University, Gwangju 61186, Republic of Korea;
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2
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Aryan, Babu B, Divakar S, Gowramma B, Jupudi S, Chand J, Malakar Kumar V. Rational design of thiazolidine-4-one-gallic acid hybrid derivatives as selective partial PPARγ modulators: an in-silico approach for type 2 diabetes treatment. J Biomol Struct Dyn 2025; 43:694-708. [PMID: 37997952 DOI: 10.1080/07391102.2023.2283161] [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: 07/25/2023] [Accepted: 11/08/2023] [Indexed: 11/25/2023]
Abstract
Type 2 diabetes mellitus is a bipolar metabolic disorder characterized by abnormalities in insulin production from β-cells and insulin resistance. Thiazolidinediones are potent anti-diabetic agents that act through the modulation of the peroxisome proliferator-activated receptor γ (PPARγ), a nuclear receptor. However, their full agonistic activity leads to severe side effects by stabilizing Helix12 through strong hydrogen bonding with the TYR473 residue. Partial and selective PPARγ modulators (GW0072, GQ16, VSP-51, MRL-20, MBX-213, INT131) have demonstrated superior results compared to full agonists without causing adverse effects, as reported in existing data. To address this uncertainty and advance therapeutic options, we identified and designed a novel class of compounds (A1-A23) based on a hybrid structure combining phenolic and Thiazolidine-4-one's moieties. Our rational drug design strategy incorporated structural-activity relationship principle, and validated the docking studies through calculated the root mean square deviation. Additionally, we conducted molecular docking, binding energy, molecular dynamics simulations, and post-molecular dynamics calculations to evaluate the dynamics behavior between the ligands and protein. The selected ligands demonstrated highly favorable docking scores and binding energies, comparable to the co-crystal (rosiglitazone) such as A12 (-13.9 kcal/mol and -86.2 kcal/mol), A1 (-11.1 kcal/mol and -79.5 kcal/mol), A13 (-11.3 kcal/mol and -91.4 kcal/mol), and the co-crystal itself (-9.8 kcal/mol and -76 kcal/mol), respectively. Finally, the MD revealed that, the selected ligands were equally contributed for stabilization of Helix12 and β-sheets. It was concluded, the designed ligands (A12, A1, and A13) exhibited weaker hydrogen-bond interactions with specific residue TYR473 which partially modulated the PPARγ protein.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Aryan
- Department of Pharmaceutical Analysis, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - B Babu
- Department of Pharmaceutical Analysis, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - S Divakar
- Department of Pharmacology, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - B Gowramma
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - Srikanth Jupudi
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - Jagdish Chand
- Department of Pharmaceutical Chemistry, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
| | - Vishnu Malakar Kumar
- Department of Pharmacognosy, JSS College of Pharmacy, JSS Academy of Higher Education & Research, Ooty, The Nilgiris, Tamil Nadu, India
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3
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Garmo LC, Herroon MK, Mecca S, Wilson A, Allen DR, Agarwal M, Kim S, Petriello MC, Podgorski I. The long-chain polyfluorinated alkyl substance perfluorohexane sulfonate (PFHxS) promotes bone marrow adipogenesis. Toxicol Appl Pharmacol 2024; 491:117047. [PMID: 39111555 DOI: 10.1016/j.taap.2024.117047] [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: 05/17/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 08/11/2024]
Abstract
Per- and polyfluoroalkyl substances (PFAS) bioaccumulate in different organ systems, including bone. While existing research highlights the adverse impact of PFAS on bone density, a critical gap remains in understanding the specific effects on the bone marrow microenvironment, especially the bone marrow adipose tissue (BMAT). Changes in BMAT have been linked to various health consequences, such as the development of osteoporosis and the progression of metastatic tumors in bone. Studies presented herein demonstrate that exposure to a mixture of five environmentally relevant PFAS compounds promotes marrow adipogenesis in vitro and in vivo. We show that among the components of the mixture, PFHxS, an alternative to PFOS, has the highest propensity to accumulate in bone and effectively promote marrow adipogenesis. Utilizing RNAseq approaches, we identified the peroxisome proliferator-activated receptor (PPAR) signaling as a top pathway modulated by PFHxS exposure. Furthermore, we provide results suggesting the activation and involvement of PPAR-gamma (PPARγ) in PFHxS-mediated bone marrow adipogenesis, especially in combination with high-fat diet. In conclusion, our findings demonstrate the potential impact of elevated PFHxS levels, particularly in occupational settings, on bone health, and specifically bone marrow adiposity. This study contributes new insights into the health risks of PFHxS exposure, urging further research on the relationship between environmental factors, diet, and adipose tissue dynamics.
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Affiliation(s)
- Laimar C Garmo
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America
| | - Mackenzie K Herroon
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America
| | - Shane Mecca
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America
| | - Alexis Wilson
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, United States of America
| | - David R Allen
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America
| | - Manisha Agarwal
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America
| | - Seongho Kim
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, United States of America
| | - Michael C Petriello
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America; Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, United States of America
| | - Izabela Podgorski
- Department of Pharmacology, Wayne State University School of Medicine, Detroit, MI, United States of America; Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, United States of America.
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4
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Standardized pectolinarin rich-Cirsium setidens Nakai extract attenuates bisphenol A-induced the 3T3-L1 adipocytes differentiation and obese C57BL/6J mice via the suppression of adipogenesis-related transcription factors. J Funct Foods 2022. [DOI: 10.1016/j.jff.2022.105146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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5
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Nam SW, Kim MS, Han Y, Lee KY. WJCPR11 reverses the TNF-α-induced inhibition of adipocyte differentiation and glucose uptake. Biochem Biophys Res Commun 2021; 578:150-156. [PMID: 34562655 DOI: 10.1016/j.bbrc.2021.09.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 09/15/2021] [Accepted: 09/16/2021] [Indexed: 12/11/2022]
Abstract
Berberine is a natural isoquinoline alkaloid present in various herbs and is effective against metabolic syndrome in the pre-diabetic stage and high insulin resistance. The present study aimed to determine the effectiveness of WJCPR11, a berberine derivative that is commonly used for diabetes treatment, in ameliorating insulin resistance and diabetes treatment. WJCPR11 promoted adipocyte differentiation to a higher extent than other berberine derivatives and showed no noticeable toxicity in its effective concentration range. It increased the mRNA expression levels and protein abundance of adipogenic markers, including peroxisome proliferator-activated receptor γ (PPARγ), glucose transporter type 4 (GluT4), and fatty acid synthase (FAS), and markedly enhanced the level of adiponectin, a distinct marker of insulin sensitivity. Meanwhile, the mRNA levels of inflammatory markers such as plasminogen activator inhibitor-1 (PAI-1), monocyte chemoattractant protein-1 (MCP-1), and interleukin 6 (IL-6) were reduced after WJCPR11 treatment. Furthermore, the tumor necrosis factor-α (TNF-α)-induced inhibition of adipocyte differentiation and downregulation of glucose uptake were markedly reversed by WJCPR11 treatment. Collectively, the findings of this study indicate that WJCPR11 has great potential for diabetes treatment.
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Affiliation(s)
- Seo Woo Nam
- Department of Engineering, College of Carbon Convergence Engineering, Wonkwang University, Iksan, 54538, Republic of Korea.
| | - Min Seuk Kim
- Department of Oral Physiology, Institute of Biomaterial-Implant, School of Dentistry, Wonkwang University, Iksan, 54538, Republic of Korea
| | - Younho Han
- Department of Oral Pharmacology, Institute of Biomaterial-Implant, School of Dentistry, Wonkwang University, Iksan, 54538, Republic of Korea.
| | - Kwang Youl Lee
- College of Pharmacy & Research Institute of Pharmaceutical Sciences, Chonnam National University, Gwangju, 61186, Republic of Korea.
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6
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Shang J, Kojetin DJ. Structural mechanism underlying ligand binding and activation of PPARγ. Structure 2021; 29:940-950.e4. [PMID: 33713599 DOI: 10.1016/j.str.2021.02.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/27/2021] [Accepted: 02/19/2021] [Indexed: 12/16/2022]
Abstract
Ligands bind to an occluded orthosteric ligand-binding pocket within the nuclear receptor ligand-binding domain. Molecular simulations have revealed theoretical ligand entry/exit pathways to the orthosteric pocket; however, it remains unclear whether ligand binding proceeds through induced fit or conformational selection mechanisms. Here, using nuclear magnetic resonance spectroscopy, isothermal titration calorimetry, and surface plasmon resonance analysis, we provide evidence that structurally distinct agonists bind peroxisome proliferator-activated receptor γ (PPARγ) via a two-step induced fit mechanism involving an initial fast kinetic step followed by a slow conformational change. The agonist encounter complex binding pose is suggested in crystal structures where ligands bind to a surface pore suggested as a ligand entry site in molecular simulations. Our findings suggest an activation mechanism for PPARγ whereby agonist binding occurs through an initial encounter complex followed by a transition of the ligand into the final binding pose within the orthosteric pocket, inducing a transcriptionally active conformation.
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Affiliation(s)
- Jinsai Shang
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Douglas J Kojetin
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, Jupiter, FL 33458, USA; Department of Molecular Medicine, The Scripps Research Institute, Jupiter, FL 33458, USA.
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Nam SW, Kim SH, Han Y. Discovery and development of berberine derivatives as stimulants of osteoblast differentiation. Biochem Biophys Res Commun 2020; 527:110-116. [PMID: 32446353 DOI: 10.1016/j.bbrc.2020.03.145] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 03/25/2020] [Indexed: 10/24/2022]
Abstract
Berberine is an essential phytochemical for the treatment of various diseases; however, when used to treat osteoporosis, it has minor effect as compared with that of the currently available drugs. This study aimed to find a new compound that would have a better anti-osteoporotic effect than that of berberine. Based on structure and activity relationship study, we identified compound 2c, a berberine derivative, to be the most potent compound to affect osteoblast differentiation. Compound 2c was more effective than berberine and exhibited no toxicity within its effective concentration. Compound 2c increased, in a dose-dependent manner, ALP activity during osteoblast differentiation and enhanced the mRNA expression of osteogenic factors including ALP, Runx2, and Osterix. Furthermore, compound 2c increased the transcriptional activity induced by BMP4 on the ALP and BSP promoter. Taken together, compound 2c shows promise as a therapeutic agent for osteoporosis by promoting osteoblast differentiation.
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Affiliation(s)
- Seo Woo Nam
- Department of Carbon Convergence Engineering, College of Engineering, Wonkwang University, Iksan, Republic of Korea
| | - Sung Hyun Kim
- Department of Carbon Convergence Engineering, College of Engineering, Wonkwang University, Iksan, Republic of Korea
| | - Younho Han
- Department of Oral Pharmacology, College of Dentistry, Wonkwang University, Iksan, Republic of Korea.
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8
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Wu H, Wang Y, Li T, Liu J, Wang X. A Cascade synthesis of 11
bH
‐Imidazo[1,2‐
c
]isoquinolino[2,1‐
a
]quinazoline derivatives catalyzed by AgOTf. J Heterocycl Chem 2020. [DOI: 10.1002/jhet.3940] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Hao Wu
- School of Chemistry and Materials Science, Jiangsu Key Laboratory of Green Synthesis for Functional MaterialsJiangsu Normal University Xuzhou People's Republic of China
| | - Yi‐Chun Wang
- School of Chemistry and Materials Science, Jiangsu Key Laboratory of Green Synthesis for Functional MaterialsJiangsu Normal University Xuzhou People's Republic of China
| | - Tuan‐Jie Li
- School of Chemistry and Materials Science, Jiangsu Key Laboratory of Green Synthesis for Functional MaterialsJiangsu Normal University Xuzhou People's Republic of China
| | - Jian‐Quan Liu
- School of Chemistry and Materials Science, Jiangsu Key Laboratory of Green Synthesis for Functional MaterialsJiangsu Normal University Xuzhou People's Republic of China
| | - Xiang‐Shan Wang
- School of Chemistry and Materials Science, Jiangsu Key Laboratory of Green Synthesis for Functional MaterialsJiangsu Normal University Xuzhou People's Republic of China
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9
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Xu T, Zhao K, Guo X, Tu J, Zhang D, Sun W, Kong X. Low-intensity pulsed ultrasound inhibits adipogenic differentiation via HDAC1 signalling in rat visceral preadipocytes. Adipocyte 2019; 8:292-303. [PMID: 31322450 PMCID: PMC6768184 DOI: 10.1080/21623945.2019.1643188] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Non-drug strategy targeting adipocyte differentiation is critical for alleviating visceral obesity and its related diseases. However, whether and how low intensity pulsed ultrasound (LIPUS) could be used for inhibiting visceral adipocyte differentiation is not fully understood. In this study, we aim to investigate the effect and associated mechanism of LIPUS on primary visceral preadipocyte differentiation and explore its potential role for clinical visceral obesity management. The preadipocytes were daily exposed to LIPUS (0.5 MHz, 1.2 MPa) for 10 min. Adipogenic differentiation was estimated by the formation of lipid droplets and the levels of adipogenic transcriptional factors and representative markers. Mitogen-activated protein kinase (MAPK) member proteins and histone acetylation-related molecules were measured by western blotting. LIPUS stimulation with an average acoustic pressure of 1.2 MPa led to a prominent inhibition of adipogenic differentiation and expression of adipogenic markers. As a mechanism, LIPUS treatment increased the nuclear levels of histone deacetylase 1 (HDAC1) and decreased the acetylation of histone 3 and histone 4. Meanwhile, the inhibition of the HDAC1 could block the inhibitory effect of LIPUS on adipogenic differentiation via increasing AcH3 and AcH4 levels. Our study may provide an ultrasound-based promising strategy for clinical visceral obesity control.
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Affiliation(s)
- Tianhua Xu
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Kun Zhao
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiasheng Guo
- Key Laboratory of Modern Acoustics, Department of Physics, Collaborative Innovation Center of Advanced Microstructure, Nanjing University, Nanjing, Jiangsu, China
| | - Juan Tu
- Key Laboratory of Modern Acoustics, Department of Physics, Collaborative Innovation Center of Advanced Microstructure, Nanjing University, Nanjing, Jiangsu, China
| | - Dong Zhang
- Key Laboratory of Modern Acoustics, Department of Physics, Collaborative Innovation Center of Advanced Microstructure, Nanjing University, Nanjing, Jiangsu, China
| | - Wei Sun
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiangqing Kong
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
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Dhaini HR, Daher Z. Genetic polymorphisms of PPAR genes and human cancers: evidence for gene-environment interactions. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART C, ENVIRONMENTAL CARCINOGENESIS & ECOTOXICOLOGY REVIEWS 2019; 37:146-179. [PMID: 31045458 DOI: 10.1080/10590501.2019.1593011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Peroxisome proliferator-activated receptors (PPARs) are nuclear transcription factors that play a role in lipid metabolism, cell proliferation, terminal differentiation, apoptosis, and inflammation. Although several cancer models have been suggested to explain PPARs' involvement in tumorigenesis, however, their role is still unclear. In this review, we examined associations of the different PPARs, polymorphisms and various types of cancer with a focus on gene-environment interactions. Reviewed evidence suggests that functional genetic variants of the different PPARs may modulate the relationship between environmental exposure and cancer risk. In addition, this report unveils the scarcity of reliable quantitative environmental exposure data when examining these interactions, and the current gaps in studying gene-environment interactions in many types of cancer, particularly colorectal, prostate, and bladder cancers.
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Affiliation(s)
- Hassan R Dhaini
- a Department of Environmental Health, American University of Beirut , Lebanon
| | - Zeina Daher
- b Faculty of Public Health I, Lebanese University , Beirut , Lebanon
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Wu B, Sun X, Gupta HB, Yuan B, Li J, Ge F, Chiang HC, Zhang X, Zhang C, Zhang D, Yang J, Hu Y, Curiel TJ, Li R. Adipose PD-L1 Modulates PD-1/PD-L1 Checkpoint Blockade Immunotherapy Efficacy in Breast Cancer. Oncoimmunology 2018; 7:e1500107. [PMID: 30393583 PMCID: PMC6209395 DOI: 10.1080/2162402x.2018.1500107] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 07/03/2018] [Accepted: 07/07/2018] [Indexed: 12/31/2022] Open
Abstract
Programmed death-ligand 1 (PD-L1) and its receptor programmed cell death protein 1 (PD-1) modulate antitumor immunity and are major targets of checkpoint blockade immunotherapy. However, clinical trials of anti-PD-L1 and anti-PD-1 antibodies in breast cancer demonstrate only modest efficacy. Furthermore, specific PD-L1 contributions in various tissue and cell compartments to antitumor immunity remain incompletely elucidated. Here we show that PD-L1 expression is markedly elevated in mature adipocytes versus preadipocytes. Adipocyte PD-L1 prevents anti-PD-L1 antibody from activating important antitumor functions of CD8+ T cells in vitro. Adipocyte PD-L1 ablation obliterates, whereas forced preadipocyte PD-L1 expression confers, these inhibitory effects. Pharmacologic inhibition of adipogenesis selectively reduces PD-L1 expression in mouse adipose tissue and enhances the antitumor efficacy of anti-PD-L1 or anti-PD-1 antibodies in syngeneic mammary tumor models. Our findings provide a previously unappreciated approach to bolster anticancer immunotherapy efficacy and suggest a mechanism for the role of adipose tissue in breast cancer progression.
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Affiliation(s)
- Bogang Wu
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Xiujie Sun
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Harshita B. Gupta
- Department of Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Bin Yuan
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Jingwei Li
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Fei Ge
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Huai-Chin Chiang
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Xiaowen Zhang
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Chi Zhang
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Deyi Zhang
- Department of Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Jing Yang
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Yanfen Hu
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Tyler J. Curiel
- Department of Medicine, University of Texas Health San Antonio, San Antonio, USA
| | - Rong Li
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, USA
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