1
|
Zhang C, Yuan Y, Xia Q, Wang J, Xu K, Gong Z, Lou J, Li G, Wang L, Zhou L, Liu Z, Luo K, Zhou X. Machine Learning-Driven Prediction, Preparation, and Evaluation of Functional Nanomedicines Via Drug-Drug Self-Assembly. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2415902. [PMID: 39792782 PMCID: PMC11884566 DOI: 10.1002/advs.202415902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Indexed: 01/12/2025]
Abstract
Small molecules as nanomedicine carriers offer advantages in drug loading and preparation. Selecting effective small molecules for stable nanomedicines is challenging. This study used artificial intelligence (AI) to screen drug combinations for self-assembling nanomedicines, employing physiochemical parameters to predict formation via machine learning. Non-Steroidal Anti-Inflammatory Drugs (NSAIDs) are identified as effective carriers for antineoplastic drugs, with high drug loading. Nanomedicines, PEG-coated indomethacin/paclitaxel nanomedicine (PiPTX), and laminarin-modified indomethacin/paclitaxel nanomedicine (LiDOX), are developed with extended circulation and active targeting functions. Indomethacin/paclitaxel nanomedicine iDOX exhibits pH-responsive drug release in the tumor microenvironment. These nanomedicines enhance anti-tumor effects and reduce side effects, offering a rapid approach to clinical nanomedicine development.
Collapse
Affiliation(s)
- Chengyuan Zhang
- Yunnan Key Laboratory of Stem Cell and Regenerative MedicineKunming Medical UniversityKunming650500China
| | - Yuchuan Yuan
- School of MedicineNorthwest UniversityXi'an710068China
| | - Qiong Xia
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Junjie Wang
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Kangkang Xu
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Zhiwei Gong
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Jie Lou
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Gen Li
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Lu Wang
- Department of PharmacySchool of Pharmacy and BioengineeringChongqing University of TechnologyChongqing400054China
| | - Li Zhou
- Department of Biomedical EngineeringSchool of EngineeringChina Pharmaceutical UniversityNanjing210009China
| | - Zhirui Liu
- Department of PharmacyXinan HospitalArmy Medical UniversityChongqing400038China
| | - Kui Luo
- Department of Radiologyand Department of GeriatricsHuaxi MR Research Center (HMRRC)National Clinical Research Center for Geriatrics Frontiers Science Center for Disease‐Related Molecular NetworkState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityNo. 37 Guoxue AlleyChengdu610041China
| | - Xing Zhou
- Yunnan Key Laboratory of Stem Cell and Regenerative MedicineKunming Medical UniversityKunming650500China
| |
Collapse
|
2
|
Qin Q, Wu W, Che L, Zhou X, Wu D, Li X, Yang Y, Lou J. Computer-Aided Construction and Evaluation of Poly-L-Lysine/Hyodeoxycholic Acid Nanoparticles for Hemorrhage and Infection Therapy. Pharmaceutics 2024; 17:7. [PMID: 39861658 PMCID: PMC11768166 DOI: 10.3390/pharmaceutics17010007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 12/14/2024] [Accepted: 12/20/2024] [Indexed: 01/27/2025] Open
Abstract
Background: Traumatic hemorrhage and infection are major causes of mortality in wounds caused by battlefield injuries, hospital procedures, and traffic accidents. Developing a multifunctional nano-drug capable of simultaneously controlling bleeding, preventing infection, and promoting wound healing is critical. This study aimed to design and evaluate a nanoparticle-based solution to address these challenges effectively. Methods: Using a one-pot assembly approach, we prepared a series of nanoparticles composed of poly-L-lysine and hyodeoxycholic acid (PLL-HDCA NPs). Theoretical simulations and experimental studies were combined to optimize their structure and functionality. In vitro platelet aggregation, antibacterial assays, cytotoxicity tests, and hemolysis evaluations were performed. In vivo efficacy was assessed in various hemorrhage models, a full-thickness skin defect model, and a skin irritation test. Results: PLL-HDCA NPs demonstrated effective induction of platelet aggregation and significantly reduced bleeding time and blood loss in mouse models, including tail vein, femoral vein, artery, and liver bleeding. Antibacterial assays revealed strong activity against E. coli and S. aureus. Wound healing studies showed that PLL-HDCA NPs promoted tissue repair in a full-thickness skin defect model. Cytotoxicity and hemolysis tests indicated minimal impact on human cells and significantly reduced hemolysis rates compared to PLL alone. Skin irritation tests confirmed the safety of PLL-HDCA NPs for external application. Conclusions: PLL-HDCA NPs represent a safe, efficient, and multifunctional nano-drug suitable for topical applications to control bleeding, combat infection, and facilitate wound healing, making them promising candidates for use in battlefield and hospital settings.
Collapse
Affiliation(s)
- Qin Qin
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China; (Q.Q.); (D.W.)
| | - Wenxing Wu
- Department of Pharmaceutics, College of Pharmacy, Army Medical University, Chongqing 400038, China; (W.W.); (X.L.)
| | - Ling Che
- Department of Pharmacy, Medical Supplies Center of PLA General Hospital, Beijing 100853, China;
| | - Xing Zhou
- Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Science and Technology Achievement Incubation Center, Kunming Medical University, Kunming 650500, China;
| | - Diedie Wu
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China; (Q.Q.); (D.W.)
| | - Xiaohui Li
- Department of Pharmaceutics, College of Pharmacy, Army Medical University, Chongqing 400038, China; (W.W.); (X.L.)
| | - Yumin Yang
- Department of Pharmacy, Medical Supplies Center of PLA General Hospital, Beijing 100853, China;
| | - Jie Lou
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China; (Q.Q.); (D.W.)
- Department of Pharmaceutics, College of Pharmacy, Army Medical University, Chongqing 400038, China; (W.W.); (X.L.)
| |
Collapse
|
3
|
Yu B, Wang Y, Bing T, Tang Y, Huang J, Xiao H, Liu C, Yu Y. Platinum Prodrug Nanoparticles with COX-2 Inhibition Amplify Pyroptosis for Enhanced Chemotherapy and Immune Activation of Pancreatic Cancer. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2310456. [PMID: 38092007 DOI: 10.1002/adma.202310456] [Citation(s) in RCA: 40] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/26/2023] [Indexed: 12/22/2023]
Abstract
Pyroptosis, an emerging mechanism of programmed cell death, holds great potential to trigger a robust antitumor immune response. Platinum-based chemotherapeutic agents can induce pyroptosis via caspase-3 activation. However, these agents also enhance cyclooxygenase-2 (COX-2) expression in tumor tissues, leading to drug resistance and immune evasion in pancreatic cancer and significantly limiting the effectiveness of chemotherapy-induced pyroptosis. Here, an amphiphilic polymer (denoted as PHDT-Pt-In) containing both indomethacin (In, a COX-2 inhibitor) and platinum(IV) prodrug (Pt(IV)) is developed, which is responsive to glutathione (GSH). This polymer self-assemble into nanoparticles (denoted as Pt-In NP) that can disintegrate in cancer cells due to the GSH responsiveness, releasing In to inhibit the COX-2 expression, hence overcoming the chemoresistance and amplifying cisplatin-induced pyroptosis. In a pancreatic cancer mouse model, Pt-In NP significantly inhibit tumor growth and elicit both innate and adaptive immune responses. Moreover, when combined with anti-programmed death ligand (α-PD-L1) treatment, Pt-In NP demonstrate the ability to completely suppress metastatic tumors, transforming "cold tumors" into "hot tumors". Overall, the sustained release of Pt(IV) and In from Pt-In NP amplifies platinum-drug-induced pyroptosis to elicit long-term immune responses, hence presenting a generalizable strategy for pancreatic cancer.
Collapse
Affiliation(s)
- Bingzheng Yu
- State Key Laboratory of Organic-Inorganic Composites, Beijing Laboratory of Biomedical Materials, Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Yushu Wang
- The People's Hospital of Gaozhou, Gaozhou, 525200, China
| | - Tiejun Bing
- Immunology and Oncology center, ICE Bioscience, Beijing, 100176, China
| | - Yujing Tang
- SINOPEC (Beijing) Research Institute of Chemical Industry Co., Ltd, Beijing, 100013, China
| | - Jia Huang
- Department of Hepatobiliary Surgery, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Haihua Xiao
- Beijing National Laboratory for Molecular Sciences, Laboratory of Polymer Physics and Chemistry, Institute of Chemistry Chinese Academy of Sciences, Beijing, 100190, China
| | - Chaoyong Liu
- State Key Laboratory of Organic-Inorganic Composites, Beijing Laboratory of Biomedical Materials, Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Yingjie Yu
- State Key Laboratory of Organic-Inorganic Composites, Beijing Laboratory of Biomedical Materials, Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| |
Collapse
|
4
|
Yang J, Wang P, Jiang X, Xu J, Zhang M, Liu F, Lin Y, Tao J, He J, Zhou X, Zhang M. A Nanotherapy of Octanoic Acid Ameliorates Cardiac Arrest/Cardiopulmonary Resuscitation-Induced Brain Injury via RVG29- and Neutrophil Membrane-Mediated Injury Relay Targeting. ACS NANO 2023; 17:3528-3548. [PMID: 36758159 DOI: 10.1021/acsnano.2c09931] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Treatment of cardiac arrest/cardiopulmonary resuscitation (CA/CPR)-induced brain injury remains a challenging issue without viable therapeutic options. Octanoic acid (OA), a lipid oil that is mainly metabolized in the astrocytes of the brain, is a promising treatment for this type of injury owing to its potential functions against oxidative stress, apoptosis, inflammation, and ability to stabilize mitochondria. However, the application of OA is strictly limited by its short half-life and low available concentration in the target organ. Herein, based on our previous research, an OA-based nanotherapy coated with a neutrophil membrane highly expressing RVG29, RVG29-H-NPOA, was successfully constructed by computer simulation-guided supramolecular assembly of polyethylenimine and OA. The in vitro and in vivo experiments showed that RVG29-H-NPOA could target and be distributed in the injured brain focus via the relay-targeted delivery mediated by RVG29-induced blood-brain barrier (BBB) penetration and neutrophil membrane protein-induced BBB binding and injury targeting. This results in enhancements of the antioxidant, antiapoptotic, mitochondrial stability-promoting and anti-inflammatory effects of OA and exhibited systematic alleviation of astrocyte injury, neuronal damage, and inflammatory response in the brain. Due to their systematic intervention in multiple pathological processes, RVG29-H-NPOA significantly increased the 24 h survival rate of CA/CPR model rats from 40% to 100% and significantly improved their neurological functions. Thus, RVG29-H-NPOA are expected to be a promising therapeutic for the treatment of CA/CPR-induced brain injury.
Collapse
Affiliation(s)
- Jingyuan Yang
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Pan Wang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China
| | - Xiangkang Jiang
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Jiefeng Xu
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Minhai Zhang
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510120, China
| | - Fei Liu
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Yao Lin
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Jiawei Tao
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Jiantao He
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| | - Xing Zhou
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing 400054, China
| | - Mao Zhang
- Department of Emergency Medicine, Second Affiliated Hospital of Zhejiang University, Key Laboratory of The Diagnosis and Treatment of Severe Trauma and Burns of Zhejiang Province, Clinical Research Center for Emergency and Critical Care Medicine of Zhejiang Province, Hangzhou 310009, China
| |
Collapse
|
5
|
Probes and nano-delivery systems targeting NAD(P)H:quinone oxidoreductase 1: a mini-review. Front Chem Sci Eng 2022. [DOI: 10.1007/s11705-022-2194-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2022]
|
6
|
Zhang H, Bian S, Xu Z, Gao M, Wang H, Zhang J, Zhang M, Ke Y, Wang W, Chen ZS, Xu H. The effect and mechanistic study of encequidar on reversing the resistance of SW620/AD300 cells to doxorubicin. Biochem Pharmacol 2022; 205:115258. [PMID: 36179932 DOI: 10.1016/j.bcp.2022.115258] [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: 08/07/2022] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 11/25/2022]
Abstract
Encequidar, a gut-specific P-glycoprotein (P-gp) inhibitor, makes oral paclitaxel possible, and has been used in clinical treatment of metastatic breast cancer, however, its pharmacological effect and mechanism of reversal of drug resistance in drug-resistant colon cancer cells SW620/AD300 are still unknown. Herein, we first synthesized encequidar and demonstrated that it could inhibit the transport activity of P-gp, reduced doxorubicin (DOX) efflux, enhanced DOX cytotoxicity and promoted tumor-apoptosis in SW620/AD300 cells. Metabolomic analysis of cell samples was performedusing liquid chromatography Q-Exactive mass spectrometer, the results of metabolite enrichment analysis and pathway analysis showed that the combination of encequidar and DOX could: i) significantly affect the citric acid cycle (TCA cycle) and reduce the energy supply required for P-gp to exert its transport activity; ii) affect the metabolism of glutathione, which is the main component of the anti-oxidative stress system, and reduce the ability of cells to resist oxidative stress; iii) increase the intracellular reactive oxygen species (ROS) production and enhance ROS-induced cell damage and lipid peroxidation, which in turn restore the sensitivity of drug-resistant cells to DOX. In conclusion, these results provide sufficient data support for the therapeutical application of the P-gp inhibitor encequidar to reverse MDR, and are of great significance to further understand the therapeutic advantages of encequidar in anti-tumor therapy and guide clinical rational drug use.
Collapse
Affiliation(s)
- Hang Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Shaopan Bian
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Zhihao Xu
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Ming Gao
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Han Wang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Junwei Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Mingkun Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Yu Ke
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China; Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China
| | - Weijia Wang
- Department of International Medical Services (IMS), Beijing Tiantan Hospital of Capital Medical University, Beijing, 100070, China.
| | - Zhe-Sheng Chen
- Department of Pharmaceutical Sciences, St. John's University, Queens, New York, USA.
| | - Haiwei Xu
- Co-innovation Center of Henan Province for New Drug R&D and Preclinical Safety, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Institute of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan 450001, China.
| |
Collapse
|
7
|
Zhang C, Zhou X, Zhang H, Han X, Li B, Yang R, Zhou X. Recent Progress of Novel Nanotechnology Challenging the Multidrug Resistance of Cancer. Front Pharmacol 2022; 13:776895. [PMID: 35237155 PMCID: PMC8883114 DOI: 10.3389/fphar.2022.776895] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 01/11/2022] [Indexed: 12/12/2022] Open
Abstract
Multidrug resistance (MDR) of tumors is one of the clinical direct reasons for chemotherapy failure. MDR directly leads to tumor recurrence and metastasis, with extremely grievous mortality. Engineering a novel nano-delivery system for the treatment of MDR tumors has become an important part of nanotechnology. Herein, this review will take those different mechanisms of MDR as the classification standards and systematically summarize the advances in nanotechnology targeting different mechanisms of MDR in recent years. However, it still needs to be seriously considered that there are still some thorny problems in the application of the nano-delivery system against MDR tumors, including the excessive utilization of carrier materials, low drug-loading capacity, relatively narrow targeting mechanism, and so on. It is hoped that through the continuous development of nanotechnology, nano-delivery systems with more universal uses and a simpler preparation process can be obtained, for achieving the goal of defeating cancer MDR and accelerating clinical transformation.
Collapse
Affiliation(s)
- Chengyuan Zhang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Xuemei Zhou
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Hanyi Zhang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Xuanliang Han
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Baijun Li
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Ran Yang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
| | - Xing Zhou
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China
- Chongqing Key Laboratory of Medicinal Chemistry and Molecular Pharmacology, Chongqing University of Technology, Chongqing, China
- Department of Pharmacy, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, China
| |
Collapse
|
8
|
Wang W, Zhou M, Xu Y, Peng W, Zhang S, Li R, Zhang H, Zhang H, Cheng S, Wang Y, Wei X, Yue C, Yang Q, Chen C. Resveratrol-Loaded TPGS-Resveratrol-Solid Lipid Nanoparticles for Multidrug-Resistant Therapy of Breast Cancer: In Vivo and In Vitro Study. Front Bioeng Biotechnol 2021; 9:762489. [PMID: 34950642 PMCID: PMC8688991 DOI: 10.3389/fbioe.2021.762489] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 11/04/2021] [Indexed: 11/13/2022] Open
Abstract
Multidrug resistance (MDR) is a serious problem during cancer therapy. The purpose of the present study was to formulate D-α-Tocopheryl polyethylene glycol 1000 succinate-resveratrol-solid lipid nanoparticles (TPGS-Res-SLNs) to improve its therapeutic efficacy against breast cancer. In this study, the solvent injection method was used to prepare the TPGS-Res-SLNs. It was found that the TPGS-Res-SLNs exhibited zeta potential and drug-loading of -25.6 ± 1.3 mV and 32.4 ± 2.6%, respectively. Therefore, it was evident that the TPGS-Res-SLNs can increase cellular uptake of chemotherapeutic drugs, induce mitochondrial dysfunction, and augment tumor treatment efficiency by inducing apoptosis. Moreover, it was found that SKBR3/PR cells treated with TPGS-Res-SLNs exhibited significant inhibition of cell migration and invasion, as compared with free resveratrol. In addition, results from in vivo SKBR3/PR xenograft tumor models revealed that TPGS-Res-SLNs has better efficacy in promoting apoptosis of tumor cells owing to high therapeutic outcomes on tumors when compared with the efficacy of free resveratrol. In conclusion, the findings of the present study indicate significant potential for use of TPGS-Res-SLNs as an efficient drug delivery vehicle to overcome drug resistance in breast cancer therapy.
Collapse
Affiliation(s)
- Wenrui Wang
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Mengyang Zhou
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China.,Department of Life Sciences, Anhui Medical University, Anhui, China
| | - Yang Xu
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Wei Peng
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Shiwen Zhang
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Rongjie Li
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Han Zhang
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Hui Zhang
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Shumin Cheng
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Youjing Wang
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Xinyu Wei
- Department of Biochemistry, School of Laboratory Medicine Bengbu Medical College, Anhui, China
| | - Chengxu Yue
- Anhui Province Key Laboratory of Translational Cancer Research, Department of Biotechnology, Bengbu Medical College, Anhui, China
| | - Qingling Yang
- Department of Biochemistry, School of Laboratory Medicine Bengbu Medical College, Anhui, China
| | - Changjie Chen
- Department of Biochemistry, School of Laboratory Medicine Bengbu Medical College, Anhui, China
| |
Collapse
|
9
|
Chang N, Zhao Y, Ge N, Qian L. A pH/ROS cascade-responsive and self-accelerating drug release nanosystem for the targeted treatment of multi-drug-resistant colon cancer. Drug Deliv 2021; 27:1073-1086. [PMID: 32706272 PMCID: PMC7470062 DOI: 10.1080/10717544.2020.1797238] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
The efficacy of chemotherapeutic agents for colon cancer treatment is limited by multidrug resistance (MDR) and insufficient intracellular release of the administered nanomedicine. To overcome these limitations, we constructed a pH/ROS cascade-responsive and self-accelerating drug release nanoparticle system (PLP-NPs) for the treatment of multidrug-resistant colon cancer. The PLP-NPs comprised a reactive oxygen species (ROS)-sensitive polymeric paclitaxel (PTX) prodrug (DEX-TK-PTX), a pH-sensitive poly(l-histidine) (PHis), and beta-lapachone (Lapa), a ROS-generating agent. We found that PLP-NPs could accumulate in tumor tissue through enhancement of the permeability and retention (EPR) effect, and were subsequently internalized by cancer cells via the endocytic pathway. Within the acidic endo-lysosomal environment, PHis protonation facilitated the escape of the PLP-NPs from the lysosome and release of Lapa. The released Lapa generated a large amount of ROS, consumed ATP, and downregulated P-glycoprotein (P-gp) production through the activity of NQO1, an enzyme that is specifically overexpressed in tumor cells. In addition, the generated ROS promoted the release of PTX from DEX-TK-PTX to kill cancer cells, while ATP depletion inhibited P-gp-mediated MDR. In vitro and in vivo experiments subsequently confirmed that PLP-NPs induced tumor-specific cytotoxicity and overcame the MDR of colon cancer. Our findings indicate that the use of the PLP-NPs system represents a promising strategy to counter MDR in the treatment of colon cancer.
Collapse
Affiliation(s)
- Na Chang
- Department of Radiation Oncology, Anhui Provincial Cancer Hospital (The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China), Hefei, China
| | - Yufei Zhao
- Department of Radiation Oncology, Anhui Provincial Cancer Hospital (The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China), Hefei, China
| | - Ning Ge
- Department of Radiation Oncology, Anhui Provincial Cancer Hospital (The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China), Hefei, China
| | - Liting Qian
- Department of Radiation Oncology, Anhui Provincial Cancer Hospital (The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China), Hefei, China
| |
Collapse
|
10
|
Zhao M, Li J, Liu J, Xu M, Ji H, Wu S, Chen D, Hu H. Charge-switchable nanoparticles enhance Cancer immunotherapy based on mitochondrial dynamic regulation and immunogenic cell death induction. J Control Release 2021; 335:320-332. [PMID: 34062192 DOI: 10.1016/j.jconrel.2021.05.036] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 04/16/2021] [Accepted: 05/24/2021] [Indexed: 02/05/2023]
Abstract
Cancer immunotherapy has emerged as a promising option for various malignant tumors therapy. Unfortunately, the existence of an immunosuppressive tumor microenvironment (ITM) and the absence of an effective delivery strategy limit its further application. To reverse the ITM and exploit a favorable delivery system for cancer immunotherapy, twin-like charge-switchable nanoparticles (shMFN1-NPs + DOX-NPs, termed as MIX-NPs) were developed to selectively target tumor-associated macrophages (TAMs) and cancer cells, respectively. The shMFN1-NPs (150 nm) and DOX-NPs (160 nm) both had uniform spherical-shaped structures and showed favorable tumor tissue accumulation. Based on the pH-responsive core-shell separation, the nanoparticles obtained an excellent balance between the circulation time and cellular uptake. Mitochondrial dynamics are involved in macrophage polarization by regulating a novel signaling network, involving the modulation from fusion (M2-TAMs) to mitochondrial fission (M1-TAMs). M2-TAMs targeting nanoparticles shMFN1-NPs were fabricated to deliver shMFN1 for repolarization of TAMs from the M2 to M1 phenotype by inhibiting mitochondrial fusion. Moreover, DOX-NPs effectively triggered the immunogenic cell death (ICD) of cancer cells, and the succeeding maturation of dendritic cells (DCs) promoted the infiltration and activation of CD8+ T cells. MIX-NPs displayed the strongest antitumor efficacy (TIR = 83%) in the subcutaneous 4T1 tumor model. MIX-NPs suppressed the myeloid-derived suppressor cells (MDSCs) and regulatory T lymphocytes (Tregs) to further remodel the ITM. Taken together, our developed drug delivery strategy reversed the ITM and activated the antitumor immune response, providing a profound prospective treatment strategy in cancer immunotherapy.
Collapse
Affiliation(s)
- Ming Zhao
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang, 110016, PR China
| | - Ji Li
- Department of Traditional Chinese Medicine, Shenyang Pharmaceutical University, Shenyang, Liaoning 110016, PR China
| | - Jingwen Liu
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang, 110016, PR China
| | - Moxi Xu
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang, 110016, PR China
| | - Hongrui Ji
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, 710061, PR China
| | - Siwen Wu
- State Key Laboratory of Biotherapy/Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, PR China
| | - Dawei Chen
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang, 110016, PR China.
| | - Haiyang Hu
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University, No. 103, Wenhua Road, Shenyang, 110016, PR China.
| |
Collapse
|
11
|
Zhang X, Ren X, Tang J, Wang J, Zhang X, He P, Yao C, Bian W, Sun L. Hyaluronic acid reduction-sensitive polymeric micelles achieving co-delivery of tumor-targeting paclitaxel/apatinib effectively reverse cancer multidrug resistance. Drug Deliv 2021; 27:825-835. [PMID: 32489129 PMCID: PMC8216478 DOI: 10.1080/10717544.2020.1770373] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Multidrug resistance (MDR) of cancer cells is a significant challenge in chemotherapy, highlighting the urgent medical need for simple and reproducible strategies to reverse this process. Here, we report the development of an active tumor-targeting and redox-responsive nanoplatform (PA-ss-NP) using hyaluronic acid-g-cystamine dihydrochloride-poly-ε-(benzyloxycarbonyl)-L-lysine (HA-ss-PLLZ) to co-deliver paclitaxel (PTX) and apatinib (APA) for effective reversal of MDR. This smart nanoplatform specifically bound to CD44 receptors, leading to selective accumulation at the tumor site and uptake by MCF-7/ADR cells. Under high concentrations of cellular glutathione (GSH), the nanocarrier was degraded rapidly with complete release of its encapsulated drugs. Released APA effectively inhibited the function of the P-glycoprotein (P-gp) drug pump and improved the sensitivity of MDR cells to chemotherapeutic agents, leading to the recovery of PTX chemosensitivity in MDR cells. As expected, this newly developed intelligent drug delivery system could effectively control MDR, both in vitro and in vivo.
Collapse
Affiliation(s)
- Xiaoqing Zhang
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Xiaomei Ren
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Jiayin Tang
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Jiangtao Wang
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Xiang Zhang
- The Department of Oncology, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian, China
| | - Peng He
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Chang Yao
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Weihe Bian
- Department of Mastopathy, The Affiliated Hospital of Nanjing University of Chinese Medicine (Jiangsu Province Hospital of TCM), Nanjing, China
| | - Lizhu Sun
- The Department of Oncology, The Affiliated Shuyang Hospital of Xuzhou Medical University, Suqian, China
| |
Collapse
|
12
|
Chen R, Wang Z, Wu S, Kuang X, Wang X, Yan G, Tang R. Chemosensitizing micelles self-assembled from amphiphilic TPGS-indomethacin twin drug for significantly synergetic multidrug resistance reversal. J Biomater Appl 2020; 35:994-1004. [PMID: 33283586 DOI: 10.1177/0885328220975177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Vitamin E d-ɑ-tocopheryl poly(ethylene glycol) 1000 succinate (TPGS) and indomethacin (IDM) can reverse multidrug resistance (MDR) via inhibiting P-glycoprotein (P-gp) and multidrug resistance associated protein 1 (MRP1) respectively, but their drawbacks in physicochemical properties limit their clinical application. To overcome these defects and enhance MDR reversal, the amphiphilic TPGS-IDM twin drug was successfully synthesized via esterification, and could self-assemble into free and paclitaxel-loaded (PTX-loaded) micelles. The micelles exhibited lower CMC values (5.2 × 10-5 mg/mL), long-term stability in PBS (pH 7.4) for 7 days and SDS solution (5 mg/mL) for 3 days, and effective drug release at esterase/pH 5.0. Moreover, the micelles could down-regulate ATP levels and promote ROS production in MCF-7/ADR via the mitochondrial impairment, therefore achieving MDR reversal and cell apoptosis. Additionally, the PTX-loaded micelles could significantly inhibit the cell proliferation and promote apoptosis for MCF-7/ADR via the synergistic chemosensitizing effect of TPGS and IDM, and synergistic cytotoxic effect of TPGS and PTX. Thus, the chemosensitizing micelles self-assembled from amphiphilic TPGS-indomethacin twin drug have the great potentials for reversing MDR in clinical cancer therapy.
Collapse
Affiliation(s)
- Ran Chen
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Zhexiang Wang
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Shuo Wu
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Xingyu Kuang
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Xiu Wang
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Guoqing Yan
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| | - Rupei Tang
- Engineering Research Center for Biomedical Materials, School of Life Science, Anhui Key Laboratory of Modern Biomanufacturing, 12487Anhui University, Hefei, China *Equal contributors
| |
Collapse
|
13
|
Chen D, Ge S, Zuo L, Wang S, Liu M, Li S. Adjudin-loaded redox-sensitive paclitaxel-prodrug micelles for overcoming multidrug resistance with efficient targeted Colon cancer therapy. Drug Deliv 2020; 27:1094-1105. [PMID: 32706289 PMCID: PMC7470106 DOI: 10.1080/10717544.2020.1797245] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Accepted: 07/13/2020] [Indexed: 02/07/2023] Open
Abstract
Multidrug resistance (MDR) is the primary cause for the failure of chemotherapy in the treatment of colon cancer. Recent research has indicated that the combination of a chemotherapeutic agent and a mitochondrial inhibitor might represent a promising strategy to help overcome MDR. However, for this approach to be clinically effective, it is important that the two drugs can be actively and simultaneously delivered into tumor cells at an optimal ratio and completely released drug within cells. To address these challenges, we designed and prepared a folate receptor-targeted and redox-responsive drug delivery system (FA- ss -P/A) that was able to co-deliver paclitaxel (PTX) and adjudin (ADD) to reverse colon cancer MDR. The PTX prodrug was obtained by conjugating PTX to dextrin via a disulfide-linkage. Then, folic acid (FA) was modified on the PTX prodrug. Finally, ADD, a mitochondrial inhibitor, was encapsulated in the PTX prodrug-formed micelles. A series of in vitro and in vivo experiments subsequently demonstrated that FA- ss -P/A can effectively reverse MDR by increasing cell uptake, inhibiting PTX efflux, and improving drug release.
Collapse
Affiliation(s)
- Deli Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Sitang Ge
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Lugen Zuo
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Shuanhu Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Mulin Liu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Shiqing Li
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| |
Collapse
|
14
|
Xu C, Yin L, Teng Z, Zhou X, Li W, Lai Q, Peng C, Zhang C, Lou J, Zhou X. Prevention of Obesity Related Diseases through Laminarin-induced targeted delivery of Bindarit. Theranostics 2020; 10:9544-9560. [PMID: 32863944 PMCID: PMC7449909 DOI: 10.7150/thno.45788] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2020] [Accepted: 07/16/2020] [Indexed: 12/16/2022] Open
Abstract
Rationale: The developement of oral targeted therapeutics for obesity and obesity-related diseases is challenging, as these diseases involve multiple lesions distributed throughout the whole body. Herein, we report a successful stragety for targeted oral delivery of bindarit to multiple obesity-related lesions including inflamed adipose tissue, fatty liver and atherosclerotic plaques. Methods: The computer simulation from atomstic to mesoscale was first applied for designing bindarit-loaded nanoparticles (pBIN) and laminarin-modified bindarit-loaded nanoparticles (LApBIN). Then pBIN were suceesfully prepared using a dialysis procedure, and LApBIN were prepared though the interaction bewtween laminarin and pBIN. The physiochemical properties, in vitro and in vivo pharmacokinetics, oral targeting capability and in vivo efficacy of LApBIN in various obesity-related diseases were examined. Results: LApBIN were sucessfully designed and prepared. Following oral administration of LApBIN, the nanoparticles could be sucessully orally adsorbed and translocated to monocytes. Contributed by the recruitment of monocytes to multiple obesity-related lesions, LApBIN successfully delivered bindarit to these lesions, and effectively suppressed inflammation there, which exerted successful preventive effects on high-fat-diet-induced obesity, insulin resistance, fatty liver and atherosclerosis. Conclusions:This strategy could represent a promising approach to develop effective oral treatments for obesity and other metabolic diseases.
Collapse
|
15
|
Low LE, Wu J, Lee J, Tey BT, Goh BH, Gao J, Li F, Ling D. Tumor-responsive dynamic nanoassemblies for targeted imaging, therapy and microenvironment manipulation. J Control Release 2020; 324:69-103. [DOI: 10.1016/j.jconrel.2020.05.014] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 04/30/2020] [Accepted: 05/06/2020] [Indexed: 01/01/2023]
|
16
|
Indomethacin-grafted and pH-sensitive dextran micelles for overcoming inflammation-mediated multidrug resistance in breast cancer. Carbohydr Polym 2020; 237:116139. [DOI: 10.1016/j.carbpol.2020.116139] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 03/06/2020] [Accepted: 03/06/2020] [Indexed: 12/14/2022]
|