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Gül D, Önal Acet B, Lu Q, Stauber RH, Odabaşı M, Acet Ö. Revolution in Cancer Treatment: How Are Intelligently Designed Nanostructures Changing the Game? Int J Mol Sci 2024; 25:5171. [PMID: 38791209 PMCID: PMC11120744 DOI: 10.3390/ijms25105171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/03/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
Nanoparticles (NPs) are extremely important tools to overcome the limitations imposed by therapeutic agents and effectively overcome biological barriers. Smart designed/tuned nanostructures can be extremely effective for cancer treatment. The selection and design of nanostructures and the adjustment of size and surface properties are extremely important, especially for some precision treatments and drug delivery (DD). By designing specific methods, an important era can be opened in the biomedical field for personalized and precise treatment. Here, we focus on advances in the selection and design of nanostructures, as well as on how the structure and shape, size, charge, and surface properties of nanostructures in biological fluids (BFs) can be affected. We discussed the applications of specialized nanostructures in the therapy of head and neck cancer (HNC), which is a difficult and aggressive type of cancer to treat, to give an impetus for novel treatment approaches in this field. We also comprehensively touched on the shortcomings, current trends, and future perspectives when using nanostructures in the treatment of cancer.
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Affiliation(s)
- Désirée Gül
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center, 55131 Mainz, Germany; (B.Ö.A.); (Q.L.); (R.H.S.)
| | - Burcu Önal Acet
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center, 55131 Mainz, Germany; (B.Ö.A.); (Q.L.); (R.H.S.)
- Chemistry Department, Faculty of Arts and Science, Aksaray University, Aksaray 68100, Turkey;
| | - Qiang Lu
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center, 55131 Mainz, Germany; (B.Ö.A.); (Q.L.); (R.H.S.)
| | - Roland H. Stauber
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center, 55131 Mainz, Germany; (B.Ö.A.); (Q.L.); (R.H.S.)
| | - Mehmet Odabaşı
- Chemistry Department, Faculty of Arts and Science, Aksaray University, Aksaray 68100, Turkey;
| | - Ömür Acet
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center, 55131 Mainz, Germany; (B.Ö.A.); (Q.L.); (R.H.S.)
- Pharmacy Services Program, Vocational School of Health Science, Tarsus University, Tarsus 33100, Turkey
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Martins M, Vieira J, Pereira-Leite C, Saraiva N, Fernandes AS. The Golgi Apparatus as an Anticancer Therapeutic Target. BIOLOGY 2023; 13:1. [PMID: 38275722 PMCID: PMC10813373 DOI: 10.3390/biology13010001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/12/2023] [Accepted: 12/15/2023] [Indexed: 01/27/2024]
Abstract
Although the discovery of the Golgi apparatus (GA) was made over 125 years ago, only a very limited number of therapeutic approaches have been developed to target this complex organelle. The GA serves as a modification and transport center for proteins and lipids and also has more recently emerged as an important store for some ions. The dysregulation of GA functions is implicated in many cellular processes associated with cancer and some GA proteins are indeed described as cancer biomarkers. This dysregulation can affect protein modification, localization, and secretion, but also cellular metabolism, redox status, extracellular pH, and the extracellular matrix structure. Consequently, it can directly or indirectly affect cancer progression. For these reasons, the GA is an appealing anticancer pharmacological target. Despite this, no anticancer drug specifically targeting the GA has reached the clinic and few have entered the clinical trial stage. Advances in nanodelivery approaches may help change this scenario by specifically targeting tumor cells and/or the GA through passive, active, or physical strategies. This article aims to examine the currently available anticancer GA-targeted drugs and the nanodelivery strategies explored for their administration. The potential benefits and challenges of modulating and specifically targeting the GA function in the context of cancer therapy are discussed.
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Affiliation(s)
- Marta Martins
- CBIOS—Universidade Lusófona’s Research Center for Biosciences & Health Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal; (M.M.); (J.V.); (C.P.-L.)
- Department of Biomedical Sciences, University of Alcalá, Ctra. Madrid-Barcelona Km. 33.600, Alcalá de Henares, 28871 Madrid, Spain
| | - João Vieira
- CBIOS—Universidade Lusófona’s Research Center for Biosciences & Health Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal; (M.M.); (J.V.); (C.P.-L.)
- Department of Biomedical Sciences, University of Alcalá, Ctra. Madrid-Barcelona Km. 33.600, Alcalá de Henares, 28871 Madrid, Spain
| | - Catarina Pereira-Leite
- CBIOS—Universidade Lusófona’s Research Center for Biosciences & Health Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal; (M.M.); (J.V.); (C.P.-L.)
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Rua de Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
| | - Nuno Saraiva
- CBIOS—Universidade Lusófona’s Research Center for Biosciences & Health Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal; (M.M.); (J.V.); (C.P.-L.)
| | - Ana Sofia Fernandes
- CBIOS—Universidade Lusófona’s Research Center for Biosciences & Health Technologies, Campo Grande 376, 1749-024 Lisboa, Portugal; (M.M.); (J.V.); (C.P.-L.)
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Senevirathna K, Jayawickrama SM, Jayasinghe YA, Prabani KIP, Akshala K, Pradeep RGGR, Damayanthi HDWT, Hettiarachchi K, Dorji T, Lucero‐Prisno DE, Rajapakse RMG, Kanmodi KK, Jayasinghe RD. Nanoplatforms: The future of oral cancer treatment. Health Sci Rep 2023; 6:e1471. [PMID: 37547360 PMCID: PMC10397482 DOI: 10.1002/hsr2.1471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 07/16/2023] [Accepted: 07/20/2023] [Indexed: 08/08/2023] Open
Abstract
Background and Aims Cytotoxicity is a key disadvantage of using chemotherapeutic drugs to treat cancer. This can be overcome by encapsulating chemotherapeutic drugs in suitable carriers for targeted delivery, allowing them to be released only at the cancerous sites. Herein, we aim to review the recent scientific developments in the utilization of nanotechnology-based drug delivery systems for treating oral malignancies that can lead to further improvements in clinical practice. Methods A comprehensive literature search was conducted on PubMed, Google Scholar, ScienceDirect, and other notable databases to identify recent peer-reviewed clinical trials, reviews, and research articles related to nanoplatforms and their applications in oral cancer treatment. Results Nanoplatforms offer a revolutionary strategy to overcome the challenges associated with conventional oral cancer treatments, such as poor drug solubility, non-specific targeting, and systemic toxicity. These nanoscale drug delivery systems encompass various formulations, including liposomes, polymeric nanoparticles, dendrimers, and hydrogels, which facilitate controlled release and targeted delivery of therapeutic agents to oral cancer sites. By exploiting the enhanced permeability and retention effect, Nanoplatforms accumulate preferentially in the tumor microenvironment, increasing drug concentration and minimizing damage to healthy tissues. Additionally, nanoplatforms can be engineered to carry multiple drugs or a combination of drugs and diagnostic agents, enabling personalized and precise treatment approaches. Conclusion The utilization of nanoplatforms in oral cancer treatment holds significant promise in revolutionizing therapeutic strategies. Despite the promising results in preclinical studies, further research is required to evaluate the safety, efficacy, and long-term effects of nanoformulations in clinical settings. If successfully translated into clinical practice, nanoplatform-based therapies have the potential to improve patient outcomes, reduce side effects, and pave the way for more personalized and effective oral cancer treatments.
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Affiliation(s)
- Kalpani Senevirathna
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
| | - Shalindu M. Jayawickrama
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
| | - Yovanthi A. Jayasinghe
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
| | - Karunakalage I. P. Prabani
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
| | - Kushani Akshala
- Department of Agricultural Biology, Faculty of AgricultureUniversity of PeradeniyaPeradeniyaSri Lanka
| | | | | | - Kalani Hettiarachchi
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
| | - Thinley Dorji
- Department of Internal MedicineCentral Regional Referral HospitalGelegphuBhutan
| | - Don E. Lucero‐Prisno
- Department of Global Health and DevelopmentLondon School of Hygiene and Tropical MedicineLondonUK
| | | | - Kehinde K. Kanmodi
- Faculty of DentistryUniversity of PuthisastraPhnom PenhCambodia
- School of DentistryUniversity of RwandaKigaliRwanda
- School of Health and Life SciencesTeesside UniversityMiddlesbroughUK
- Cephas Health Research Initiative IncIbadanNigeria
| | - Ruwan D. Jayasinghe
- Centre for Research in Oral Cancer, Faculty of Dental SciencesUniversity of PeradeniyaPeradeniyaSri Lanka
- Faculty of DentistryUniversity of PuthisastraPhnom PenhCambodia
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Caputo TM, Cusano AM, Principe S, Cicatiello P, Celetti G, Aliberti A, Micco A, Ruvo M, Tagliamonte M, Ragone C, Minopoli M, Carriero MV, Buonaguro L, Cusano A. Sorafenib-Loaded PLGA Carriers for Enhanced Drug Delivery and Cellular Uptake in Liver Cancer Cells. Int J Nanomedicine 2023; 18:4121-4142. [PMID: 37525693 PMCID: PMC10387258 DOI: 10.2147/ijn.s415968] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 06/29/2023] [Indexed: 08/02/2023] Open
Abstract
Introduction Currently, conventional treatments of hepatocellular carcinoma (HCC) are not selective enough for tumor tissue and lead to multidrug resistance and drug toxicity. Although sorafenib (SOR) is the standard first-line systemic therapy approved for the clinical treatment of HCC, its poor aqueous solubility and rapid clearance result in low absorption efficiency and severely limit its use for local treatment. Methods Herein, we present the synthesis of biodegradable polymeric Poly (D, L-Lactide-co-glycolide) (PLGA) particles loaded with SOR (PS) by emulsion-solvent evaporation process. The particles are carefully characterized focusing on particle size, surface charge, morphology, drug loading content, encapsulation efficiency, in vitro stability, drug release behaviour and tested on HepG2 cells. Additionally, PLGA particles have been coupled on side emitting optical fibers (seOF) integrated in a microfluidic device for light-triggered local release. Results PS have a size of 248 nm, tunable surface charge and a uniform and spherical shape without aggregation. PS shows encapsulation efficiency of 89.7% and the highest drug loading (8.9%) between the SOR-loaded PLGA formulations. Treating HepG2 cells with PS containing SOR at 7.5 µM their viability is dampened to 40%, 30% and 17% after 48, 129 and 168 hours of incubation, respectively. Conclusion The high PS stability, their sustained release profile and the rapid cellular uptake corroborate the enhanced cytotoxicity effect on HepG2. With the prospect of developing biomedical tools to control the spatial and temporal release of drugs, we successfully demonstrated the potentiality of seOF for light-triggered local release of the carriers. Our prototypical system paves the way to new devices integrating microfluidics, optical fibers, and advanced carriers capable to deliver minimally invasive locoregional cancer treatments.
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Affiliation(s)
- Tania Mariastella Caputo
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
| | - Angela Maria Cusano
- CeRICTscrl Regional Center Information Communication Technology, Palazzo Ex Poste, Benevento, Italy
| | - Sofia Principe
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
| | - Paola Cicatiello
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
| | - Giorgia Celetti
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
| | - Anna Aliberti
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
| | - Alberto Micco
- CeRICTscrl Regional Center Information Communication Technology, Palazzo Ex Poste, Benevento, Italy
| | - Menotti Ruvo
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - Maria Tagliamonte
- Innovative Immunological Models Unit, Istituto Nazionale Tumori - IRCCS - “Fond G. Pascale”, Naples, Italy
| | - Concetta Ragone
- Innovative Immunological Models Unit, Istituto Nazionale Tumori - IRCCS - “Fond G. Pascale”, Naples, Italy
| | - Michele Minopoli
- Neoplastic Progression Unit, Istituto Nazionale Tumori IRCCS “Fondazione G. Pascale”, Naples, Italy
| | - Maria Vincenza Carriero
- Neoplastic Progression Unit, Istituto Nazionale Tumori IRCCS “Fondazione G. Pascale”, Naples, Italy
| | - Luigi Buonaguro
- Innovative Immunological Models Unit, Istituto Nazionale Tumori - IRCCS - “Fond G. Pascale”, Naples, Italy
| | - Andrea Cusano
- Optoelectronics Group, Department of Engineering, University of Sannio, Palazzo Dell’ Aquila Bosco Lucarelli, Benevento, Italy
- CeRICTscrl Regional Center Information Communication Technology, Palazzo Ex Poste, Benevento, Italy
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Preparation and Evaluation of 64Cu-Radiolabled Dual-Ligand Multifunctional Gold Nanoparticles for Tumor Theragnosis. Pharmaceuticals (Basel) 2023; 16:ph16010071. [PMID: 36678568 PMCID: PMC9863725 DOI: 10.3390/ph16010071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 12/21/2022] [Accepted: 12/28/2022] [Indexed: 01/03/2023] Open
Abstract
Gold nanoparticles (AuNPs) are cutting-edge platforms for combined diagnostic and therapeutic approaches due to their exquisite physicochemical and optical properties. Using the AuNPs physically produced by femtosecond pulsed laser ablation of bulk Au in deionized water, with a capping agent-free surface, the conjugation of functional ligands onto the AuNPs can be tunable between 0% and 100% coverage. By taking advantage of this property, AuNPs functionalized by two different types of active targeting ligands with predetermined ratios were fabricated. The quantitatively controllable conjugation to construct a mixed monolayer of multiple biological molecules at a certain ratio onto the surface of AuNPs was achieved and a chelator-free 64Cu-labeling method was developed. We report here the manufacture, radiosynthesis and bioevaluation of three different types of dual-ligand AuNPs functionalized with two distinct ligands selected from glucose, arginine-glycine-aspartate (RGD) peptide, and methotrexate (MTX) for tumor theragnosis. The preclinical evaluation demonstrated that tumor uptakes and retention of two components AuNP conjugates were higher than that of single-component AuNP conjugates. Notably, the glucose/MT- modified dual-ligand AuNP conjugates showed significant improvement in tumor uptake and retention. The novel nanoconjugates prepared in this study make it possible to integrate several modalities with a single AuNP for multimodality imaging and therapy, combining the power of chemo-, thermal- and radiation therapies together.
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Design of an L-Valine-Modified Nanomicelle-Based Drug Delivery System for Overcoming Ocular Surface Barriers. Pharmaceutics 2022; 14:pharmaceutics14061277. [PMID: 35745853 PMCID: PMC9230556 DOI: 10.3390/pharmaceutics14061277] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/09/2022] [Accepted: 06/13/2022] [Indexed: 12/19/2022] Open
Abstract
The incidence of ocular surface disease (OSD) is increasing, with a trend towards younger ages. However, it is difficult for drugs to reach the deep layers of the cornea due to ocular surface barriers, and bioavailability is less than 5%. In this study, DSPE-PEG2000 was modified with L-valine (L-Val), and an HS15/DSPE-PEG2000-L-Val nanomicelle delivery system containing baicalin (BC) (BC@HS15/DSPE-PEG2000-L-Val) was constructed using thin-film hydration, with a high encapsulation rate, small particle size and no irritation to the ocular surface. Retention experiments on the ocular surface of rabbits and an in vivo corneal permeation test showed that, compared with the control, nanomicelles not only prolonged retention time but also enhanced the ability to deliver drugs to the deep layers of the cornea. The results of a protein inhibition and protein expression assay showed that nanomicelles could increase uptake in human corneal epithelial cells (HCEC) through energy-dependent endocytosis mediated by clathrin, caveolin and the carrier pathway mediated by PepT1 by inhibiting the overexpression of claudin-1 and ZO-1 and suppressing the expression of PepT1-induced by drug stimulation. These results indicate that BC@HS15/DSPE-PEG2000-L-Val is suitable for drug delivery to the deep layers of the ocular surface, providing a potential approach for the development of ocular drug delivery systems.
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Tefas LR, Barbălată C, Tefas C, Tomuță I. Salinomycin-Based Drug Delivery Systems: Overcoming the Hurdles in Cancer Therapy. Pharmaceutics 2021; 13:pharmaceutics13081120. [PMID: 34452081 PMCID: PMC8401311 DOI: 10.3390/pharmaceutics13081120] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/28/2021] [Accepted: 07/19/2021] [Indexed: 12/11/2022] Open
Abstract
Cancer stem cells (CSCs) are reportedly responsible for the initiation and propagation of cancer. Since CSCs are highly resistant to conventional chemo- and radiotherapy, they are considered the main cause of cancer relapse and metastasis. Salinomycin (Sali), an anticoccidial polyether antibiotic, has emerged as a promising new candidate for cancer therapy, with selective cytotoxicity against CSCs in various malignancies. Nanotechnology provides an efficient means of delivering Sali to tumors in view of reducing collateral damage to healthy tissues and enhancing the therapeutic outcome. This review offers an insight into the most recent advances in cancer therapy using Sali-based nanocarriers.
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Affiliation(s)
- Lucia Ruxandra Tefas
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Iuliu Hațieganu” University of Medicine and Pharmacy, 41 Victor Babeș Street, 400012 Cluj-Napoca, Romania; (L.R.T.); (C.B.); (I.T.)
| | - Cristina Barbălată
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Iuliu Hațieganu” University of Medicine and Pharmacy, 41 Victor Babeș Street, 400012 Cluj-Napoca, Romania; (L.R.T.); (C.B.); (I.T.)
| | - Cristian Tefas
- Department of Gastroenterology, “Prof. Dr. Octavian Fodor” Regional Institute for Gastroenterology and Hepatology, 19–21 Croitorilor Street, 400162 Cluj-Napoca, Romania
- Department of Internal Medicine, “Iuliu Hațieganu” University of Medicine and Pharmacy, 8 Victor Babeș Street, 400012 Cluj-Napoca, Romania
- Correspondence: ; Tel.: +40-740836136
| | - Ioan Tomuță
- Department of Pharmaceutical Technology and Biopharmacy, Faculty of Pharmacy, “Iuliu Hațieganu” University of Medicine and Pharmacy, 41 Victor Babeș Street, 400012 Cluj-Napoca, Romania; (L.R.T.); (C.B.); (I.T.)
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Ruiz-Pulido G, Medina DI, Barani M, Rahdar A, Sargazi G, Baino F, Pandey S. Nanomaterials for the Diagnosis and Treatment of Head and Neck Cancers: A Review. MATERIALS (BASEL, SWITZERLAND) 2021; 14:3706. [PMID: 34279276 PMCID: PMC8269895 DOI: 10.3390/ma14133706] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 12/12/2022]
Abstract
Head and neck cancer (HNC) is a category of cancers that typically arise from the nose-, mouth-, and throat-lining squamous cells. The later stage of HNC diagnosis significantly affects the patient's survival rate. This makes it mandatory to diagnose this cancer with a suitable biomarker and imaging techniques at the earlier stages of growth. There are limitations to traditional technologies for early detection of HNC. Furthermore, the use of nanocarriers for delivering chemo-, radio-, and phototherapeutic drugs represents a promising approach for improving the outcome of HNC treatments. Several studies with nanostructures focus on the development of a targeted and sustained release of anticancer molecules with reduced side effects. Besides, nanovehicles could allow co-delivering of anticancer drugs for synergistic activity to counteract chemo- or radioresistance. Additionally, a new generation of smart nanomaterials with stimuli-responsive properties have been developed to distinguish between unique tumor conditions and healthy tissue. In this light, the present article reviews the mechanisms used by different nanostructures (metallic and metal oxide nanoparticles, polymeric nanoparticles, quantum dots, liposomes, nanomicelles, etc.) to improve cancer diagnosis and treatment, provides an up-to-date picture of the state of the art in this field, and highlights the major challenges for future improvements.
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Affiliation(s)
- Gustavo Ruiz-Pulido
- Tecnologico de Monterrey, School of Engineering and Sciences, Atizapan de Zaragoza 52926, Mexico
| | - Dora I Medina
- Tecnologico de Monterrey, School of Engineering and Sciences, Atizapan de Zaragoza 52926, Mexico
| | - Mahmood Barani
- Medical Mycology and Bacteriology Research Center, Kerman University of Medical Sciences, Kerman 76169-14115, Iran
| | - Abbas Rahdar
- Department of Physics, Faculty of Science, University of Zabol, Zabol 538-98615, Iran
| | - Ghasem Sargazi
- Noncommunicable Diseases Research Center, Bam University of Medical Science, Bam 76617-71967, Iran
| | - Francesco Baino
- Department of Applied Science and Technology, Institute of Materials Physics and Engineering, Politecnico di Torino, 10129 Torino, Italy
| | - Sadanand Pandey
- Department of Chemistry, College of Natural Science, Yeungnam University, 280 Daehak-Ro, Gyeongsan 38541, Korea
- Particulate Matter Research Center, Research Institute of Industrial Science & Technology (RIST), 187-12, Geumho-ro, Gwangyang-si 57801, Korea
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Kaur L, Sohal HS, Kaur M, Malhi DS, Garg S. A Mini-Review on Nano Technology in the Tumour Targeting Strategies: Drug Delivery to Cancer Cells. Anticancer Agents Med Chem 2021; 20:2012-2024. [PMID: 32753024 DOI: 10.2174/1871520620666200804103714] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 06/20/2020] [Accepted: 07/16/2020] [Indexed: 01/17/2023]
Abstract
BACKGROUND Recently, the application of cancer nanotechnology-based drug delivery to cancer cells has arisen as an important method to resolve multiple molecular, biophysical, and biochemical obstacles, which the body is preparing to resist against the productive implementation of chemotherapeutic medications. Drug delivery technologies focused on nanoparticles, which have resolved some of the drawbacks of conventional chemotherapy as, decreased drug viscosity, chemo-resistance, precise malignity, limited medicative measures with low oral bioactivity. Due to their adjustable size and surface properties, the half-life period of a drug can be increased in the bloodstream. OBJECTIVE The aim of the current study is to collect and document the data available on the drug delivery system for anticancer drugs. The present study includes some of the drug carriers like liposomes, carbon dots, micelles, carbon nanotubes, magnetic nanoparticles, etc. Methods: To write this review, an exhaustive literature survey was carried out using relevant work published in various SCI, Scopus, and non-SCI indexed journals. The different search engines used to download the research/ review papers are Google search, PubMed, Science Direct, Google Scholar, Scientific Information Database and Research Gate, etc. Results: Nanotechnology offers better pharmacokinetics, reduces the systematic toxicities related to the chemotherapies and a better route of drug administration. In the analysis, we critically highlight recent studies on carcinoma-fighting nanotechnology. CONCLUSION In the present study, different kinds of nano-based drug delivery systems have been discussed along with their characteristic features, the encapsulation of anticancer agents into different types of nanometresized vehicles and their general mechanism.
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Affiliation(s)
- Loveleen Kaur
- Medicinal and Natural Product Laboratory, Department of Chemistry, Chandigarh University, Gharuan-140413, Mohali, Punjab, India
| | - Harvinder S Sohal
- Medicinal and Natural Product Laboratory, Department of Chemistry, Chandigarh University, Gharuan-140413, Mohali, Punjab, India
| | - Manvinder Kaur
- Medicinal and Natural Product Laboratory, Department of Chemistry, Chandigarh University, Gharuan-140413, Mohali, Punjab, India
| | - Dharambeer S Malhi
- Medicinal and Natural Product Laboratory, Department of Chemistry, Chandigarh University, Gharuan-140413, Mohali, Punjab, India
| | - Sonali Garg
- Medicinal and Natural Product Laboratory, Department of Chemistry, Chandigarh University, Gharuan-140413, Mohali, Punjab, India
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Poudel K, Banstola A, Gautam M, Soe ZC, Pham LM, Jeong JH, Choi HG, Ku SK, Yong CS, Tran TH, Kim JO. Redox/photo dual-responsive, self-targeted, and photosensitizer-laden bismuth sulfide nanourchins for combination therapy in cancer. NANOSCALE 2021; 13:1231-1247. [PMID: 33406178 DOI: 10.1039/d0nr07736d] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Targeted and stimuli-sensitive nanobombs for the release of therapeutic agents after laser irradiation of the tumor site are gaining widespread attention as personalized anticancer regimens. In this study, redox and photo dual-responsive, folate receptor-targeted nanourchin carriers for chemo-, photodynamic, and photothermal therapy were constructed by the amalgamation of an outer layer of polyethylene glycol (PEG)-S-S-methotrexate (MTX) and an inner core of indocyanine green (ICG)-loaded bismuth sulfide (Bi2S3) nanoparticles for cancer treatment. MTX introduces the carrier to folate receptors resulting in the internalization of nanoparticles into cancer cells, specifically and increasingly. In the reducing environment inside cancer cells, MTX was cleaved, resulting in a burst release that effectively inhibited tumor growth. Simultaneously, the fusion of Bi2S3 and ICG in the inner core absorbed energy from a near-infrared radiation (NIR) laser to generate heat and reactive oxygen species, which further ablated the tumors and synergistically enhanced the anticancer activity of MTX. These results indicate the successful preparation of combined nanourchins (NUs) showing GSH-induced and laser-responsive release of MTX and ICG, accompanied by hyperthermia via Bi2S3 and ICG. Effective in vitro cellular internalization, cellular cytotoxicity, and pro-apoptotic behavior of the nanosystem were achieved through a targeting, redox, and NIR-responsive combination strategy. In vivo biodistribution and photothermal imaging also revealed tumor-selective and -retentive, as well as thermally responsive attributes. Ultimately, this in vivo antitumor study shows an effective tumor ablation by these nanourchins without affecting the vital organs. Our findings indicate that using these targeted redox- and laser-responsive combination therapeutic carriers can be a promising strategy in folate receptor-expressing tumors.
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Affiliation(s)
- Kishwor Poudel
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Asmita Banstola
- College of Pharmacy, Keimyung University, Daegu 42601, Republic of Korea
| | - Milan Gautam
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Zar Chi Soe
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Le Minh Pham
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Jee-Heon Jeong
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Han-Gon Choi
- College of Pharmacy, Hanyang University, 55, Hanyangdaehak-ro, Sangnok-gu, Ansan 426-791, Republic of Korea
| | - Sae Kwang Ku
- Department of Anatomy and Histology, College of Korean Medicine, Daegu Haany University, Gyeongsan 38610, Republic of Korea.
| | - Chul Soon Yong
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
| | - Tuan Hiep Tran
- Faculty of Pharmacy, PHENIKAA University, Yen Nghia, Ha Dong, Hanoi 12116, Vietnam. and PHENIKAA Research and Technology Institute (PRATI), A&A Green Phoenix Group JSC, No. 167 Hoang Ngan, Trung Hoa, Cau Giay, Hanoi 11313, Vietnam
| | - Jong Oh Kim
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Republic of Korea.
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11
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Zhao Z, Li D, Wu Z, Wang Q, Ma Z, Zhang C. Research Progress and Prospect of Nanoplatforms for Treatment of Oral Cancer. Front Pharmacol 2020; 11:616101. [PMID: 33391000 PMCID: PMC7773899 DOI: 10.3389/fphar.2020.616101] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 11/30/2020] [Indexed: 12/27/2022] Open
Abstract
Oral cancers refer to malignant tumors associated with high morbidity and mortality, and oral squamous cell carcinoma accounts for the majority of cases. It is an important part of head and neck, and oral cancer is one of the six most common cancers in the world. At present, the traditional treatment methods for oral cancer include surgery, radiation therapy, and chemotherapy. However, these methods have many disadvantages. In recent years, nanomedicine, the delivery of drugs through nanoplatforms for the treatment of cancer, has become a promising substitutive therapy. The use of nanoplatforms can reduce the degradation of the drug in the body and accurately deliver it to the tumor site. This minimizes the distribution of the drug to other organs, thereby reducing its toxicity and allowing higher drug concentration at the tumor site. This review introduces polymer nanoparticles, lipid-based nanoparticles, metal nanoparticles, hydrogels, exosomes, and dendrimers for the treatment of oral cancer, and discusses how these nanoplatforms play an anti-cancer effect. Finally, the review gives a slight outlook on the future prospects of nanoplatforms for oral cancer treatment.
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Affiliation(s)
- Zhilong Zhao
- Department of Stomatology, The First Hospital of Jilin University, Changchun, China
| | - Dan Li
- Department of Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Ziqi Wu
- Department of Stomatology, The First Hospital of Jilin University, Changchun, China
| | - Qihui Wang
- Department of Stomatology, The First Hospital of Jilin University, Changchun, China
| | | | - Congxiao Zhang
- Department of Stomatology, The First Hospital of Jilin University, Changchun, China
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12
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Wang J, Zhuo J, Tao Y, Xu S, Chen Z, Yang F, Ke Q, Xie H, Zheng S, Wang H, Xu X. Salinomycin-Loaded Small-Molecule Nanoprodrugs Enhance Anticancer Activity in Hepatocellular Carcinoma. Int J Nanomedicine 2020; 15:6839-6854. [PMID: 32982236 PMCID: PMC7501963 DOI: 10.2147/ijn.s236928] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 08/10/2020] [Indexed: 12/12/2022] Open
Abstract
Background There is currently no effective treatment for advanced hepatocellular carcinoma (HCC), and chemotherapy has little effect on long-term survival of HCC patients, largely due to the cancer stem cell (CSC) chemoresistance of HCC. Methods We constructed a small-molecule nanometer-sized prodrug (nanoprodrug) loaded with salinomycin (SAL) for the treatment of HCC. SAL was encapsulated by the prodrug LA-SN38 (linoleic acid modified 7-ethyl-10-hydroxycamptothecin) to construct a self-assembled nanoprodrug further PEGylated with DSPE-PEG2000. We characterized this codelivered nanoprodrug and its antitumor activity both in vitro in human HCC cell lines and in vivo in mice. Results Delivery of the SAL- and LA-SN38-based nanoprodrugs effectively promoted apoptosis of HCC cells, exerted inhibition of HCC tumor-sphere formation as well as HCC cell motility and invasion, and reduced the proportion of CD133+ HCC-CSC cells. In nude mice, the nanoprodrug suppressed growth of tumor xenografts derived from human cell lines and patient. Conclusion Our results show that SAL-based nanoprodrugs are a promising platform for treating patients with HCC and a novel strategy for combination therapy of cancers.
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Affiliation(s)
- Jianguo Wang
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, People's Republic of China
| | - Jianyong Zhuo
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China
| | - Yaoye Tao
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China
| | - Shengjun Xu
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China
| | - Zun Chen
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China
| | - Fan Yang
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China
| | - Qinghong Ke
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, People's Republic of China
| | - Haiyang Xie
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, People's Republic of China
| | - Shusen Zheng
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou 310003, People's Republic of China
| | - Hangxiang Wang
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou 310003, People's Republic of China.,Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, People's Republic of China
| | - Xiao Xu
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, People's Republic of China
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13
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Huang J, Li JJ. Multiple Dynamics in Tumor Microenvironment Under Radiotherapy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1263:175-202. [PMID: 32588328 DOI: 10.1007/978-3-030-44518-8_10] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The tumor microenvironment (TME) is an evolutionally low-level and embryonically featured tissue comprising heterogenic populations of malignant and stromal cells as well as noncellular components. Under radiotherapy (RT), the major modality for the treatment of malignant diseases [1], TME shows an adaptive response in multiple aspects that affect the efficacy of RT. With the potential clinical benefits, interests in RT combined with immunotherapy (IT) are intensified with a large scale of clinical trials underway for an array of cancer types. A better understanding of the multiple molecular aspects, especially the cross talks of RT-mediated energy reprogramming and immunoregulation in the irradiated TME (ITME), will be necessary for further enhancing the benefit of RT-IT modality. Coming studies should further reveal more mechanistic insights of radiation-induced instant or permanent consequence in tumor and stromal cells. Results from these studies will help to identify critical molecular pathways including cancer stem cell repopulation, metabolic rewiring, and specific communication between radioresistant cancer cells and the infiltrated immune active lymphocytes. In this chapter, we will focus on the following aspects: radiation-repopulated cancer stem cells (CSCs), hypoxia and re-oxygenation, reprogramming metabolism, and radiation-induced immune regulation, in which we summarize the current literature to illustrate an integrated image of the ITME. We hope that the contents in this chapter will be informative for physicians and translational researchers in cancer radiotherapy or immunotherapy.
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Affiliation(s)
- Jie Huang
- Department of Radiation Oncology, University of California Davis, Sacramento, CA, USA
| | - Jian Jian Li
- Department of Radiation Oncology, University of California Davis, Sacramento, CA, USA. .,NCI-Designated Comprehensive Cancer Center, University of California Davis, Sacramento, CA, USA.
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14
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Misra R, Kandoi S, Varadaraj S, Vijayalakshmi S, Nanda A, Verma RS. Nanotheranostics: A tactic for cancer stem cells prognosis and management. J Drug Deliv Sci Technol 2020. [DOI: 10.1016/j.jddst.2019.101457] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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15
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Surface engineering of nanomaterials with phospholipid-polyethylene glycol-derived functional conjugates for molecular imaging and targeted therapy. Biomaterials 2019; 230:119646. [PMID: 31787335 DOI: 10.1016/j.biomaterials.2019.119646] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 11/16/2019] [Accepted: 11/21/2019] [Indexed: 12/12/2022]
Abstract
In recent years, phospholipid-polyethylene glycol-derived functional conjugates have been widely employed to decorate different nanomaterials, due to their excellent biocompatibility, long blood circulation characteristics, and specific targeting capability. Numerous in vivo studies have demonstrated that nanomedicines peripherally engineered with phospholipid-polyethylene glycol-derived functional conjugates show significantly increased selective and efficient internalization by target cells/tissues. Targeting moieties including small-molecule ligands, peptides, proteins, and antibodies are generally conjugated onto PEGylated phospholipids to decorate liposomes, micelles, hybrid nanoparticles, nanocomplexes, and nanoemulsions for targeted delivery of diagnostic and therapeutic agents to diseased sites. In this review, the synthesis methods of phospholipid-polyethylene glycol-derived functional conjugates, biophysicochemical properties of nanomedicines decorated with these conjugates, factors dominating their targeting efficiency, as well as their applications for in vivo molecular imaging and targeted therapy were summarized and discussed.
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16
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Varshosaz J, Raghami F, Rostami M, Jahanian A. PEGylated trimethylchitosan emulsomes conjugated to octreotide for targeted delivery of sorafenib to hepatocellular carcinoma cells of HepG2. J Liposome Res 2019; 29:383-398. [PMID: 30668221 DOI: 10.1080/08982104.2019.1570250] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The current study aimed to develop PEGylated trimethyl chitosan (TMC) coated emulsomes (EMs) conjugated with octreotide for targeted delivery of sorafenib to hepatocellular carcinoma cells (HCC) of HepG2. Sorafenib loaded TMC coated EMs were prepared by the emulsion evaporation method and characterized concerning particle size, zeta potential, drug encapsulation efficiency, and in vitro drug release. Synthesized EMs were then conjugated to octreotide. The cytotoxicity of the targeted and non-targeted EMs was determined by cellular uptake and MTT assay on HepG2 cell. Cell cycle assay was also studied using flow cytometry. The results showed the optimized EMs had the particle size of 127 nm, zeta potential of -5.41 mV, loading efficiency of 95%, and drug release efficiency of 62% within 52 h. Octreotide was attached efficiently to the surface of EMs as much as 71%. MTT assay and cellular uptake studies showed that targeted EMs had more cytotoxicity than free sorafenib and non-targeted EMs. Cell cycle analyses revealed that there was a significant more accumulation of targeted EMs treated HepG2 cells in the G1 phase than free sorafenib and non-targeted EMs. The results indicate that designed EMs may be promising for the treatment of hepatocellular carcinoma.
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Affiliation(s)
- Jaleh Varshosaz
- Department of Pharmaceutics, School of Pharmacy and Novel Drug Delivery Systems Research Centre, Isfahan University of Medical Sciences , Isfahan , Iran
| | - Fatemeh Raghami
- Department of Pharmaceutics, School of Pharmacy and Novel Drug Delivery Systems Research Centre, Isfahan University of Medical Sciences , Isfahan , Iran
| | - Mahboubeh Rostami
- Department of Medicinal Chemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences , Isfahan , Iran
| | - Ali Jahanian
- Department of Pharmaceutical Biotechnology, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences , Isfahan , Iran
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17
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Zhang D, Zhang J, Lv P, Zhao Y, Liao X, Gao C, Yang B. Biotin-functionalized targeting anti-tumor complex based on β-cyclodextrin and methotrexate. J Drug Deliv Sci Technol 2019. [DOI: 10.1016/j.jddst.2018.11.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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18
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Wang MY, Qu Y, Hu DR, Chen LJ, Shi K, Jia YP, Yi YY, Wei Q, Niu T, Qian ZY. Methotrexate-loaded biodegradable polymeric micelles for lymphoma therapy. Int J Pharm 2019; 557:74-85. [DOI: 10.1016/j.ijpharm.2018.12.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 12/10/2018] [Accepted: 12/12/2018] [Indexed: 12/29/2022]
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19
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Su Y, Wang K, Li Y, Song W, Xin Y, Zhao W, Tian J, Ren L, Lu L. Sorafenib-loaded polymeric micelles as passive targeting therapeutic agents for hepatocellular carcinoma therapy. Nanomedicine (Lond) 2018; 13:1009-1023. [PMID: 29630448 DOI: 10.2217/nnm-2018-0046] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
AIM The clinical application of sorafenib is limited because of its hydrophobicity, low bioavailability and unsatisfying treatment effect. Therefore, sorafenib-loaded PEG-poly (ε-caprolactone) micelles (SF micelles) were fabricated for sorafenib delivery. MATERIALS & METHODS In vitro assays investigated the solubility, dispersity, stability, cytotoxicity and uptake capacity of SF micelles. In vivo biodistribution and therapeutic effects were studied using HepG2-Luc tumor-bearing mice. RESULTS SF micelles had a regular spherical structure with good water solubility. In vivo imaging results showed PEG-poly (ε-caprolactone) micelles could elevate the sorafenib concentration in tumor tissues. Meanwhile, SF micelles exhibited higher tumor growth inhibition in vivo. CONCLUSION SF micelles might be a potential drug delivery system, which could enhance the therapeutic effects of sorafenib.
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Affiliation(s)
- Yanhong Su
- School of Medicine, South China University of Technology, Guangzhou 510006, China.,Center of Intervention Radiology, Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai 519000, China.,CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management & Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
| | - Kun Wang
- CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management & Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.,School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yong Li
- Center of Intervention Radiology, Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai 519000, China
| | - Wenjing Song
- School of Materials Science & Engineering, South China University of Technology, Guangzhou 510641, China
| | - Yongjie Xin
- Center of Intervention Radiology, Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai 519000, China
| | - Wei Zhao
- Center of Intervention Radiology, Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai 519000, China
| | - Jie Tian
- CAS Key Laboratory of Molecular Imaging, The State Key Laboratory of Management & Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.,School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Li Ren
- School of Medicine, South China University of Technology, Guangzhou 510006, China.,School of Materials Science & Engineering, South China University of Technology, Guangzhou 510641, China
| | - Ligong Lu
- School of Medicine, South China University of Technology, Guangzhou 510006, China.,Center of Intervention Radiology, Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai 519000, China
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