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Huhulea EN, Huang L, Eng S, Sumawi B, Huang A, Aifuwa E, Hirani R, Tiwari RK, Etienne M. Artificial Intelligence Advancements in Oncology: A Review of Current Trends and Future Directions. Biomedicines 2025; 13:951. [PMID: 40299653 PMCID: PMC12025054 DOI: 10.3390/biomedicines13040951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 04/03/2025] [Accepted: 04/10/2025] [Indexed: 05/01/2025] Open
Abstract
Cancer remains one of the leading causes of mortality worldwide, driving the need for innovative approaches in research and treatment. Artificial intelligence (AI) has emerged as a powerful tool in oncology, with the potential to revolutionize cancer diagnosis, treatment, and management. This paper reviews recent advancements in AI applications within cancer research, focusing on early detection through computer-aided diagnosis, personalized treatment strategies, and drug discovery. We survey AI-enhanced diagnostic applications and explore AI techniques such as deep learning, as well as the integration of AI with nanomedicine and immunotherapy for cancer care. Comparative analyses of AI-based models versus traditional diagnostic methods are presented, highlighting AI's superior potential. Additionally, we discuss the importance of integrating social determinants of health to optimize cancer care. Despite these advancements, challenges such as data quality, algorithmic biases, and clinical validation remain, limiting widespread adoption. The review concludes with a discussion of the future directions of AI in oncology, emphasizing its potential to reshape cancer care by enhancing diagnosis, personalizing treatments and targeted therapies, and ultimately improving patient outcomes.
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Affiliation(s)
- Ellen N. Huhulea
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
| | - Lillian Huang
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
| | - Shirley Eng
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
| | - Bushra Sumawi
- Barshop Institute, The University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Audrey Huang
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
| | - Esewi Aifuwa
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
| | - Rahim Hirani
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
- Graduate School of Biomedical Sciences, New York Medical College, Valhalla, NY 10595, USA
| | - Raj K. Tiwari
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
- Graduate School of Biomedical Sciences, New York Medical College, Valhalla, NY 10595, USA
| | - Mill Etienne
- School of Medicine, New York Medical College, Valhalla, NY 10595, USA (R.H.)
- Department of Neurology, New York Medical College, Valhalla, NY 10595, USA
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2
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Cao J, Sun J, Zhang Y, Dong Z, Li M, Liu F, Younas A, Zhang N, Chen Y. An antigen/chemotherapy co-loaded DNA nanocube inserts into tumor cell plasma membrane and enhances chemo- and immunotherapy. Int J Pharm 2025; 669:125068. [PMID: 39662859 DOI: 10.1016/j.ijpharm.2024.125068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 11/19/2024] [Accepted: 12/07/2024] [Indexed: 12/13/2024]
Abstract
Breast cancer is the most frequently diagnosed female cancer. Combined chemo- and immunotherapies have been extensively explored to treat breast cancer. To improve the efficacy of the combined therapies, this study designed a hollow DNA nanocube with four cholesterol anchors (C2.2) that could be inserted into breast cancer cell plasma membrane. A model antigen-ovalbumin (OVA257-264) was further conjugated to C2.2 to construct C2.2-OVA and a model chemotherapy-Doxorubicin (DOX) was also loaded to C2.2-OVA to prepare DOX@C2.2-OVA for the combined chemo- and immunotherapy to treat breast cancer. C2.2, C2.2-OVA, and DOX@C2.2-OVA were successfully prepared and possessed square-like shape and small size. C2.2 and C2.2-OVA could be anchored in breast cancer cell plasma membrane for at least 10 h. C2.2-OVA demonstrated the significantly higher activation rates of DC cells than free OVA. Although C2.2 showed no cytotoxicity, C2.2 increased the potency of 5-FU and carboplatin to MCF-7 and 4 T1 breast cancer cells. DOX@C2.2-OVA treatment to 4 T1 tumor in vivo showed the significant reduction of tumor size and weight, and resulted in more DCs and CD8+ T cells in 4 T1 tumor. In summary, DOX@C2.2-OVA that could be inserted into tumor cell plasma membrane enhanced the combined chemo- and immunotherapy for the breast cancer treatment.
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Affiliation(s)
- Jun Cao
- Genetic and Prenatal Diagnosis Center, Department of Gynecology and Obstetrics, First Affiliated Hospital, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Junhong Sun
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China; Bayinguoleng Mongolian Autonomous Prefecture People's Hospital, Korla 841000, Xinjiang Uygur Autonomous Region, PR China
| | - Yuzhen Zhang
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Zhuolin Dong
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Mengru Li
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Fenfen Liu
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Ayesha Younas
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China
| | - Nan Zhang
- Department of Pharmaceutics and Henan Key Laboratory of Nanomedicine for Targeting Diagnosis and Treatment, School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450052, Henan, PR China.
| | - Yibing Chen
- Genetic and Prenatal Diagnosis Center, Department of Gynecology and Obstetrics, First Affiliated Hospital, Zhengzhou University, Zhengzhou 450052, Henan, PR China.
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3
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Kanungo A, Mohanty C, Acharya S. Smart Cancer Nanomedicine for Synergetic Therapy. Curr Med Chem 2025; 32:286-300. [PMID: 38860907 DOI: 10.2174/0109298673300897240602130258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 05/06/2024] [Accepted: 05/09/2024] [Indexed: 06/12/2024]
Abstract
Cancer is the second leading cause of death. Notwithstanding endeavors to comprehend tumor causes and therapeutic modalities, no noteworthy advancements in cancer therapy have been identified. Nanomedicine has drawn interest for its diagnostic potential because of its ability to deliver therapeutic agents specifically to tumors with little adverse effects. Nanomedicines have become prevalent in the treatment of cancer. Here, we present four strategic suggestions for improvement in the functionality and use of nanomedicine. (1) Smart drug selection is a prerequisite for both medicinal and commercial achievement. Allocating resources to the advancement of modular (pro)drugs and nanocarrier design ought to consider the role of opportunistic decisions depending on drug availability. (2) Stimuli-responsive nanomedicine for cancer therapy is being designed to release medications at particular locations precisely. (3) The cornerstone of clinical cancer treatment is combination therapy. Nanomedicines should be included more frequently in multimodal combination therapy regimens since they complement pharmacological and physical co-treatments. (4) Regulation by the immune system is transforming cancer therapy. Nanomedicines can improve the effectiveness of the immune system and control the behavior of anticancer immunity. These four approaches, both separately and particularly in combination, will accelerate and promote the creation of effective cancer nanomedicine treatments.
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Affiliation(s)
- Anwesha Kanungo
- School of Applied Sciences, Kalinga Institute of Industrial Technology, Bhubaneswar, 751024, Odisha, India
| | - Chandana Mohanty
- School of Applied Sciences, Kalinga Institute of Industrial Technology, Bhubaneswar, 751024, Odisha, India
| | - Sarbari Acharya
- School of Applied Sciences, Kalinga Institute of Industrial Technology, Bhubaneswar, 751024, Odisha, India
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4
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Li M, Gao Z, Wang N, Sekhar KPC, Hao J, Cui J. Targeting of Low-Immunogenic Poly(ethylene glycol) Nanoparticles for Photothermal-Enhanced Immunotherapy. Adv Healthc Mater 2025; 14:e2402954. [PMID: 39676379 DOI: 10.1002/adhm.202402954] [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: 08/08/2024] [Revised: 11/06/2024] [Indexed: 12/17/2024]
Abstract
The assembly of low-immunogenic poly(ethylene glycol) nanoparticles (PEG NPs) for targeted delivery of therapeutics (i.e., mitoxantrone and imidazoquinoline) and improved photothermal-immunotherapy is reported. The targeted PEG NPs incorporating targeting molecules of hyaluronic acid are engineered via the templating of metal-organic frameworks, which can circumvent accelerated blood clearance and exhibit prolonged circulation time as well as improved accumulation of therapeutics at tumor sites. The targeted delivery of mitoxantrone under laser radiation induces immunogenic cell death of tumor cells, which is combined with toll-like receptor 7/8 agonists of imidazoquinoline to trigger immune responses of cytotoxic T lymphocytes for the eradication of tumor cells. Furthermore, the treatment can induce tumor-specific immune responses that inhibit metastatic lung tumor growth. This reported targeted PEG NPs provide a rational design for cancer immunotherapy.
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Affiliation(s)
- Mengqi Li
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
| | - Zhiliang Gao
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
| | - Ning Wang
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
| | - Kanaparedu P C Sekhar
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
| | - Jingcheng Hao
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
| | - Jiwei Cui
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
- Shandong Key Laboratory of Targeted Drug Delivery and Advanced Pharmaceutics, Shandong University, Jinan, 250100, China
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5
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Guo Z, Zheng H, Wang T, Han N, Zhang H, Li J, Cheng X, Ye J, Du S, Li P. Combination Nanodrug Delivery Systems Facilitate the Syncretism of Chemotherapy with Immunotherapy to Promote Cancer Treatment. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2405752. [PMID: 39544164 DOI: 10.1002/smll.202405752] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/12/2024] [Indexed: 11/17/2024]
Abstract
Cancer has emerged as a significant threat that gravely endanger human health. Anti-tumor immunotherapy has now emerged as an important treatment for cancer. However, immunosuppressive tumor microenvironment limits the antitumor immunity. The importance of the immune system in the cancer treatment process must be emphasized. Herein, two precision-targeted nanoparticles PD-L1@Cur-NPs and PD-1@AS-NPs are constructed for cancer treatment. PD-L1@Cur-NPs can precisely target tumor cells in vivo to eradicate tumor cells or induce them apoptosis. PD-1@AS-NPs can precisely target T cells in vivo to activate the T cell-mediated immune system and induce antitumor immune responses. Furthermore, these two nanoparticles have good synergistic effect and show stronger antitumor effect after combination. After treatment with the combination of two nanoparticles, the tumor volumes of C57BL/6 tumor-bearing mice are significantly reduced. Moreover, the percentage of CD8+T cells and CD4+T cells in the tumor significantly increased, and the percentage of regulatory T cells significantly decreased. The percentage of memory T cells and memory effector T cells in the spleen also significantly increased after treatment, suggesting that the antitumor immunity is activated after treatment. This study provides a new antitumor treatment strategy combining chemotherapy and immunotherapy, which has good application prospect.
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Affiliation(s)
- Zishuo Guo
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Haocheng Zheng
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Tieshan Wang
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Ning Han
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Haitong Zhang
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Jialing Li
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Xuehao Cheng
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Jinhong Ye
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Shouying Du
- Beijing University of Chinese Medicine, Beijing, 102488, China
| | - Pengyue Li
- Beijing University of Chinese Medicine, Beijing, 102488, China
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6
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He Z, Liu X, Qin S, Yang Q, Na J, Xue Z, Zhong L. Anticancer Mechanism of Astragalus Polysaccharide and Its Application in Cancer Immunotherapy. Pharmaceuticals (Basel) 2024; 17:636. [PMID: 38794206 PMCID: PMC11124422 DOI: 10.3390/ph17050636] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 05/26/2024] Open
Abstract
Astragalus polysaccharide (APS) derived from A. membranaceus plays a crucial role in traditional Chinese medicine. These polysaccharides have shown antitumor effects and are considered safe. Thus, they have become increasingly important in cancer immunotherapy. APS can limit the spread of cancer by influencing immune cells, promoting cell death, triggering cancer cell autophagy, and impacting the tumor microenvironment. When used in combination with other therapies, APS can enhance treatment outcomes and reduce toxicity and side effects. APS combined with immune checkpoint inhibitors, relay cellular immunotherapy, and cancer vaccines have broadened the application of cancer immunotherapy and enhanced treatment effectiveness. By summarizing the research on APS in cancer immunotherapy over the past two decades, this review elaborates on the anticancer mechanism of APS and its use in cancer immunotherapy and clinical trials. Considering the multiple roles of APS, this review emphasizes the importance of using APS as an adjunct to cancer immunotherapy and compares other polysaccharides with APS. This discussion provides insights into the specific mechanism of action of APS, reveals the molecular targets of APS for developing effective clinical strategies, and highlights the wide application of APS in clinical cancer therapy in the future.
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Affiliation(s)
- Ziqing He
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Xiyu Liu
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Simin Qin
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Qun Yang
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Jintong Na
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Zhigang Xue
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
| | - Liping Zhong
- State Key Laboratory of Targeting Oncology, National Center for International Research of Bio-Targeting Theranostics, Guangxi Key Laboratory of Bio-Targeting Theranostics, Collaborative Innovation Center for Targeting Tumor Diagnosis and Therapy, Guangxi Medical University, Nanning 530021, China; (Z.H.); (X.L.); (S.Q.); (Q.Y.); (J.N.)
- School of Pharmacy, Guangxi Medical University, Nanning 530021, China
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7
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Guo Z, Ye J, Cheng X, Wang T, Zhang Y, Yang K, Du S, Li P. Nanodrug Delivery Systems in Antitumor Immunotherapy. Biomater Res 2024; 28:0015. [PMID: 38840653 PMCID: PMC11045275 DOI: 10.34133/bmr.0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/26/2024] [Indexed: 06/07/2024] Open
Abstract
Cancer has become one of the most important factors threatening human health, and the global cancer burden has been increasing rapidly. Immunotherapy has become another clinical research hotspot after surgery, chemotherapy, and radiotherapy because of its high efficiency and tumor metastasis prevention. However, problems such as lower immune response rate and immune-related adverse reaction in the clinical application of immunotherapy need to be urgently solved. With the development of nanodrug delivery systems, various nanocarrier materials have been used in the research of antitumor immunotherapy with encouraging therapeutic results. In this review, we mainly summarized the combination of nanodrug delivery systems and immunotherapy from the following 4 aspects: (a) nanodrug delivery systems combined with cytokine therapy to improve cytokines delivery in vivo; (b) nanodrug delivery systems provided a suitable platform for the combination of immune checkpoint blockade therapy with other tumor treatments; (c) nanodrug delivery systems helped deliver antigens and adjuvants for tumor vaccines to enhance immune effects; and (d) nanodrug delivery systems improved tumor treatment efficiency and reduced toxicity for adoptive cell therapy. Nanomaterials chosen by researchers to construct nanodrug delivery systems and their function were also introduced in detail. Finally, we discussed the current challenges and future prospects in combining nanodrug delivery systems with immunotherapy.
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Affiliation(s)
- Zishuo Guo
- Beijing University of Chinese Medicine, Beijing 102488, China
| | - Jinhong Ye
- Beijing University of Chinese Medicine, Beijing 102488, China
| | - Xuehao Cheng
- Beijing University of Chinese Medicine, Beijing 102488, China
| | - Tieshan Wang
- Beijing University of Chinese Medicine, Beijing 102488, China
| | - Yi Zhang
- YiDu Central Hospital of Weifang, Weifang, Shandong 262500, China
| | - Kaili Yang
- Beijing University of Chinese Medicine, Beijing 102488, China
| | | | - Pengyue Li
- Address correspondence to: (P.L.); (S.D.)
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8
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Kabil MF, Badary OA, Bier F, Mousa SA, El-Sherbiny IM. A comprehensive review on lipid nanocarrier systems for cancer treatment: fabrication, future prospects and clinical trials. J Liposome Res 2024; 34:135-177. [PMID: 37144339 DOI: 10.1080/08982104.2023.2204372] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 04/02/2023] [Indexed: 05/06/2023]
Abstract
Over the last few decades, cancer has been considered a clinical challenge, being among the leading causes of mortality all over the world. Although many treatment approaches have been developed for cancer, chemotherapy is still the most utilized in the clinical setting. However, the available chemotherapeutics-based treatments have several caveats including their lack of specificity, adverse effects as well as cancer relapse and metastasis which mainly explains the low survival rate of patients. Lipid nanoparticles (LNPs) have been utilized as promising nanocarrier systems for chemotherapeutics to overcome the challenges of the currently applied therapeutic strategies for cancer treatment. Loading chemotherapeutic agent(s) into LNPs improves drug delivery at different aspects including specific targeting of tumours, and enhancing the bioavailability of drugs at the tumour site through selective release of their payload, thus reducing their undesired side effects on healthy cells. This review article delineates an overview of the clinical challenges in many cancer treatments as well as depicts the role of LNPs in achieving optimal therapeutic outcomes. Moreover, the review contains a comprehensive description of the many LNPs categories used as nanocarriers in cancer treatment to date, as well as the potential of LNPs for future applications in other areas of medicine and research.
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Affiliation(s)
- Mohamed Fawzi Kabil
- Nanomedicine Research Labs, Center for Materials Science (CMS), Zewail City of Science and Technology, Giza, Egypt
| | - Osama A Badary
- Clinical Pharmacy Department, Faculty of Pharmacy, The British University in Egypt, El-Shorouk City, Egypt
| | - Frank Bier
- AG Molekulare Bioanalytik und Bioelektronik, Institut für Biochemie und Biologie, Universität Potsdam Karl-Liebknecht-Straße 24/25, Potsdam (OT Golm), Germany
| | - Shaker A Mousa
- Pharmaceutical Research Institute, Albany College of Pharmacy and Health Sciences, Rensselaer, NY, USA
| | - Ibrahim M El-Sherbiny
- Nanomedicine Research Labs, Center for Materials Science (CMS), Zewail City of Science and Technology, Giza, Egypt
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9
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Gandhi S, Shende P. Anti-CD64 Antibody-Conjugated PLGA Nanoparticles Containing Methotrexate and Gold for Theranostics Application in Rheumatoid Arthritis. AAPS PharmSciTech 2024; 25:22. [PMID: 38267687 DOI: 10.1208/s12249-024-02733-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/21/2023] [Indexed: 01/26/2024] Open
Abstract
Rheumatoid arthritis, an autoimmune disorder, exerts a considerable effect on quality of life. The inflammatory mechanism involved in rheumatoid arthritis is not clearly known, and therefore the need to develop effective medicines as well as new methods for early detection is a challenge. In this study, we developed PLGA nanoparticles containing gold and methotrexate in core and anti-CD64 antibody conjugated to nanoparticle surface via coupling process. The nanoparticles were examined for their surface morphology using SEM and TEM. The mean particle size, zeta potential, and PDI values of nanoparticles were 413.6 ± 2.89 nm, -10.12 ± 2.12 mV, and 0.23 ± 0.04, respectively, indicating good stability and particle homogeneity. In vitro drug release revealed a controlled release pattern with 93.44 ± 1.60% up to 72 h of release in the presence of pH 5.8, indicating the influence of pH and NIR on drug release. In vivo results on adjuvant-induced arthritis on Wistar rats indicated that animals receiving antibody-conjugated nanoparticles showed improvement in clinical indices and arthritic score as compared to non-conjugated nanoparticles and free drugs. This innovative drug delivery system will be an excellent strategy to maximize therapeutic effectiveness by limiting dosage-related side effects.
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Affiliation(s)
- Sahil Gandhi
- Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS, V. L. Mehta Road, Vile Parle (W), Mumbai, India
| | - Pravin Shende
- Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM'S NMIMS, V. L. Mehta Road, Vile Parle (W), Mumbai, India.
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10
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Li F, Dong K, Zhang C, Wang J, Tang Y, Xue K, Zheng X, Song K, Zhang X, Li M, Zhao R, Zhong X, Xu Y, Zhang Y, Li X. CiTSA: a comprehensive platform provides experimentally supported signatures of cancer immunotherapy and analysis tools based on bulk and scRNA-seq data. Cancer Immunol Immunother 2023; 72:2319-2330. [PMID: 36912931 PMCID: PMC10992169 DOI: 10.1007/s00262-023-03414-6] [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: 12/27/2022] [Accepted: 02/22/2023] [Indexed: 03/14/2023]
Abstract
Immunotherapy has greatly changed the status of cancer treatment, and many patients do not respond or develop acquired resistance. The related research is blocked by lacking of comprehensive resources for researchers to discovery and analysis signatures, then further exploring the mechanisms. Here, we first offered a benchmarking dataset of experimentally supported signatures of cancer immunotherapy by manually curated from published literature works and provided an overview. We then developed CiTSA ( http://bio-bigdata.hrbmu.edu.cn/CiTSA/ ) which stores 878 entries of experimentally supported associations between 412 signatures such as genes, cells, and immunotherapy across 30 cancer types. CiTSA also provides flexible online tools to identify and visualize molecular/cell feature and interaction, to perform function, correlation, and survival analysis, and to execute cell clustering, cluster activity, and cell-cell communication analysis based on single cell and bulk datasets of cancer immunotherapy. In summary, we provided an overview of experimentally supported cancer immunotherapy signatures and developed CiTSA which is a comprehensive and high-quality resource and is helpful for understanding the mechanism of cancer immunity and immunotherapy, developing novel therapeutic targets and promoting precision immunotherapy for cancer.
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Affiliation(s)
- Feng Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Kejing Dong
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Chunlong Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Jingwen Wang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Yongjuan Tang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Ke Xue
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Xuan Zheng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Kaiyue Song
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Xiaomeng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Mengyue Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Rui Zhao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Xiaoling Zhong
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Yanjun Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
| | - Yunpeng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
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11
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Lu Y, Wu F, Xu Y, He C, Luo S, Sun X. Triple functional mild photothermal improves gene editing of PD-L1 for enhanced antitumor immunity. J Control Release 2023; 354:57-68. [PMID: 36581262 DOI: 10.1016/j.jconrel.2022.12.052] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/23/2022] [Accepted: 12/25/2022] [Indexed: 12/31/2022]
Abstract
Traditional photothermal therapy ablates tumor cells by a high temperature (> 50 °C). Although it has shown good anti-tumor effect in animal models, the potential damages to healthy tissues and the unnecessary inflammatory reactions caused by the high temperature have hindered the clinical transitions of traditional photothermal therapy. In this study, we used polydopamine (PDA) as a mild photothermal material and control the maximum temperature below 45 °C, which not only avoided the side effects caused by a high temperature, but also ablated a fraction of tumor cells and produced tumor antigens. Meanwhile, the near-infrared (NIR) light also served as a "switch" to trigger the release of CRISPR/Cas9 RNP from Fe3O4 nanoparticles (Fe3O4 NPs) after their accumulation to tumor sites via magnetic targeting. The triple functional mild photothermal therapy achieved significant PD-L1 gene knockout efficiency in the tumor-bearing mice, reversed the condition of immunosuppression in the tumor microenvironment, led to a higher level of anti-tumor immune responses and effectively inhibited the growth of melanoma. We anticipate that this triple functional mild photothermal therapy would provide a potential new approach for the treatment of malignant tumors.
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Affiliation(s)
- Yi Lu
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China
| | - Fuhua Wu
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China
| | - Yanhua Xu
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China
| | - Chunting He
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China
| | - Shuang Luo
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China
| | - Xun Sun
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, China.
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12
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Bozzer S, Dal Bo M, Grimaldi MC, Toffoli G, Macor P. Nanocarriers as a Delivery Platform for Anticancer Treatment: Biological Limits and Perspectives in B-Cell Malignancies. Pharmaceutics 2022; 14:1965. [PMID: 36145713 PMCID: PMC9502742 DOI: 10.3390/pharmaceutics14091965] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/12/2022] [Accepted: 09/15/2022] [Indexed: 11/17/2022] Open
Abstract
Nanoparticle-based therapies have been proposed in oncology research using various delivery methods to increase selectivity toward tumor tissues. Enhanced drug delivery through nanoparticle-based therapies could improve anti-tumor efficacy and also prevent drug resistance. However, there are still problems to overcome, such as the main biological interactions of nanocarriers. Among the various nanostructures for drug delivery, drug delivery based on polymeric nanoparticles has numerous advantages for controlling the release of biological factors, such as the ability to add a selective targeting mechanism, controlled release, protection of administered drugs, and prolonging the circulation time in the body. In addition, the functionalization of nanoparticles helps to achieve the best possible outcome. One of the most promising applications for nanoparticle-based drug delivery is in the field of onco-hematology, where there are many already approved targeted therapies, such as immunotherapies with monoclonal antibodies targeting specific tumor-associated antigens; however, several patients have experienced relapsed or refractory disease. This review describes the major nanocarriers proposed as new treatments for hematologic cancer, describing the main biological interactions of these nanocarriers and the related limitations of their use as drug delivery strategies.
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Affiliation(s)
- Sara Bozzer
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Michele Dal Bo
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 33081 Aviano, Italy
| | | | - Giuseppe Toffoli
- Experimental and Clinical Pharmacology Unit, Centro di Riferimento Oncologico di Aviano (CRO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 33081 Aviano, Italy
| | - Paolo Macor
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
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13
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Hou S, Hasnat M, Chen Z, Liu Y, Faran Ashraf Baig MM, Liu F, Chen Z. Application Perspectives of Nanomedicine in Cancer Treatment. Front Pharmacol 2022; 13:909526. [PMID: 35860027 PMCID: PMC9291274 DOI: 10.3389/fphar.2022.909526] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/16/2022] [Indexed: 11/13/2022] Open
Abstract
Cancer is a disease that seriously threatens human health. Based on the improvement of traditional treatment methods and the development of new treatment modes, the pattern of cancer treatment is constantly being optimized. Nanomedicine plays an important role in these evolving tumor treatment modalities. In this article, we outline the applications of nanomedicine in three important tumor-related fields: chemotherapy, gene therapy, and immunotherapy. According to the current common problems, such as poor targeting of first-line chemotherapy drugs, easy destruction of nucleic acid drugs, and common immune-related adverse events in immunotherapy, we discuss how nanomedicine can be combined with these treatment modalities, provide typical examples, and summarize the advantages brought by the application of nanomedicine.
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Affiliation(s)
- Shanshan Hou
- Department of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, China
| | - Muhammad Hasnat
- Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Ziwei Chen
- Department of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, China
| | - Yinong Liu
- Hospital Laboratory of Nangjing Lishui People’s Hospital, Nangjing, China
| | - Mirza Muhammad Faran Ashraf Baig
- Laboratory of Biomedical Engineering for Novel Bio-functional, and Pharmaceutical Nanomaterials, Prince Philip Dental Hospital, Faculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Fuhe Liu
- Department of Pharmacy, Zhejiang Pharmaceutical College, Ningbo, China
- *Correspondence: Zelong Chen, ; Fuhe Liu,
| | - Zelong Chen
- The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Henan Province Engineering Research Center of Artificial Intelligence and Internet of Things Wise Medical, Zhengzhou, China
- *Correspondence: Zelong Chen, ; Fuhe Liu,
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14
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Chen H, Sun T, Jiang C. Extracellular vesicle-based macromolecule delivery systems in cancer immunotherapy. J Control Release 2022; 348:572-589. [PMID: 35714733 DOI: 10.1016/j.jconrel.2022.06.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 06/08/2022] [Accepted: 06/09/2022] [Indexed: 02/08/2023]
Abstract
Great attention has been paid to the impressive role the macromolecules played in cancer immunotherapy, however, the applications were largely limited by their poor circulation stability, low cellular uptake efficiency, and off-target effects. As an important messenger of intercellular communication, extracellular vesicles (EVs) exhibit unique advantages in macromolecule delivery compared to traditional synthetic carriers, offering new possibilities for modern drug delivery. These naturally derived carriers can achieve stable, efficient, and selective delivery of macromolecules and improve the efficacy and potentiality of macromolecular drugs in cancer immunotherapy. This review provides a brief overview of the unique features of EVs related to macromolecule delivery, the strategies and recent advances of using EVs as macromolecule delivery carriers in cancer immunotherapy.
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Affiliation(s)
- Hongyi Chen
- Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
| | - Tao Sun
- Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China
| | - Chen Jiang
- Key Laboratory of Smart Drug Delivery, Ministry of Education, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Department of Pharmaceutics, School of Pharmacy, Fudan University, Shanghai, China.
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