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Cheng SL, Wu CH, Tsai YJ, Song JS, Chen HM, Yeh TK, Shen CT, Chiang JC, Lee HM, Huang KW, Chen Y, Qiu JT, Yen YT, Shia KS, Chen Y. CXCR4 antagonist-loaded nanoparticles reprogram the tumor microenvironment and enhance immunotherapy in hepatocellular carcinoma. J Control Release 2025; 379:967-981. [PMID: 39863023 DOI: 10.1016/j.jconrel.2025.01.066] [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: 10/03/2024] [Revised: 01/20/2025] [Accepted: 01/22/2025] [Indexed: 01/27/2025]
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer death that has limited treatment options for advanced stages. Although PD-1 inhibitors such as nivolumab and pembrolizumab have been approved for advanced HCC treatment, their effectiveness is often hampered by the immunosuppressive tumor microenvironment (TME), which is due to hypoxia-driven CXCL12/CXCR4 axis activation. In this study, we developed 807-NPs, lipid-coated tannic acid (TA) nanoparticles that encapsulate BPRCX807, a potent CXCR4 antagonist to target HCC. 807-NPs enhance the pharmacokinetics and improve the tumor availability of BPRCX807 without causing systemic toxicity. Our findings show that 807-NPs block the CXCR4/CXCL12 pathway, inhibiting Akt and mTOR activation in HCC cells and M2 macrophages and promoting their repolarization toward the antitumor M1 phenotype. In orthotopic murine HCC models, systemic administration of 807-NPs significantly remodeled the immunosuppressive TME by reprogramming tumor-associated macrophages (TAMs) toward an immunostimulatory phenotype and promoting cytotoxic T-cell infiltration into tumors. This led to suppressed primary tumor growth and metastasis, while enhancing the efficacy of cancer immunotherapies, including PD-1 blockade and whole-cancer cell vaccines, by promoting T-cell activation. Our work demonstrates the potential of using nanotechnology to deliver CXCR4 antagonists for cancer immunotherapy.
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Affiliation(s)
- Sheng-Liang Cheng
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan; International Intercollegiate PhD Program, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Chien-Huang Wu
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli County 35053, Taiwan
| | - Yun-Jen Tsai
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Jen-Shin Song
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli County 35053, Taiwan
| | - Hsin-Min Chen
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Teng-Kuang Yeh
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli County 35053, Taiwan
| | - Chia-Tung Shen
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Jou-Chien Chiang
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Hsin-Mei Lee
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Kuan-Wei Huang
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Yuling Chen
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - J Timothy Qiu
- International PhD Program in Cell Therapy and Regenerative Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan; Department of Obstetrics and Gynecology, Taipei Medical University Hospital, Taipei 11031, Taiwan; Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110301, Taiwan
| | - Yu-Ting Yen
- Institute of Translational Medicine and New Drug Development, School of Medicine, China Medical University, Taichung, Taiwan.
| | - Kak-Shan Shia
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli County 35053, Taiwan.
| | - Yunching Chen
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan; Department of Chemistry, National Tsing Hua University, Hsinchu 30013, Taiwan.
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Zhang Z, Tang Y, Luo D, Qiu J, Chen L. Advances in nanotechnology for targeting cancer-associated fibroblasts: A review of multi-strategy drug delivery and preclinical insights. APL Bioeng 2025; 9:011502. [PMID: 40094065 PMCID: PMC11910205 DOI: 10.1063/5.0244706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 02/24/2025] [Indexed: 03/19/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs) play a crucial role in the tumor microenvironment by promoting tumor growth, immune evasion, and metastasis. Recently, drug delivery systems targeting CAFs have emerged as a promising long-term and effective approach to cancer treatment. Advances in nanotechnology, in particular, have led to the development of nanomedicine delivery systems designed specifically to target CAFs, offering new possibilities for precise and personalized cancer therapies. This article reviews recent progress in drug delivery using nanocarriers that target CAFs. Additionally, we explore the potential of combining multiple therapies, such as chemotherapy and immunotherapy, with nanocarriers to enhance efficacy and overcome drug resistance. Although many preclinical studies show promise, the clinical application of nanomedicine still faces considerable challenges, especially in terms of drug penetration and large-scale production. Therefore, this review aims to provide a fresh perspective on CAF-targeted drug delivery systems and highlight potential future research directions and clinical applications.
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Ciavattone NG, Bevoor A, Farfel A, Rehman A, Ho KKY, Rock EC, Chen YC, Luker KE, Humphries BA, Luker GD. Inhibiting CXCR4 reduces immunosuppressive effects of myeloid cells in breast cancer immunotherapy. Sci Rep 2025; 15:5204. [PMID: 39939722 PMCID: PMC11822021 DOI: 10.1038/s41598-025-89882-5] [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: 10/15/2024] [Accepted: 02/10/2025] [Indexed: 02/14/2025] Open
Abstract
Patients with triple negative breast cancer (TNBC) show only modest response rates to immune checkpoint inhibitor immunotherapy, motivating ongoing efforts to identify approaches to boost efficacy. Using an immunocompetent mouse model of TNBC, we investigated combination therapy with an anti-PD-1 immunotherapy antibody plus balixafortide, a cyclic peptide inhibitor of CXCR4. Cell-based assays demonstrated that balixafortide functions as an inverse agonist, establishing a mode of action distinct from most compounds targeting CXCR4. Combination anti-PD-1 plus balixafortide significantly reduced growth of orthotopic tumors and extended overall survival relative to single agent therapy or vehicle. Adding balixafortide to anti-PD-1 increased numbers of tertiary lymphoid structures, a marker of local tumor immune responses associated with favorable response to immunotherapy in TNBC. Single cell RNA sequencing revealed that combination anti-PD-1 plus balixafortide reduced T cell exhaustion and increased markers of effector T cell activity. Combination therapy also reduced signatures of immunosuppressive myeloid derived suppressor cells (MDSCs) in tumors. MDSCs isolated from mice treated with anti-PD-1 plus balixafortide showed reduced inhibition of T cell proliferation following ex vivo stimulation. These studies demonstrate that combining inhibition of CXCR4 with anti-PD-1 to enhances responses to checkpoint inhibitor immunotherapy in TNBC, supporting future clinical trials.
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Affiliation(s)
- Nicholas G Ciavattone
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
| | - Avinash Bevoor
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
| | - Alex Farfel
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
| | - Aasia Rehman
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
| | - Kenneth K Y Ho
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
| | - Edwin C Rock
- Department of Computational and Systems Biology and UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yu-Chih Chen
- Department of Computational and Systems Biology and UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kathryn E Luker
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Brock A Humphries
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA.
- Department of Computational and Systems Biology and UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Gary D Luker
- Department of Radiology, Center for Molecular Imaging, 109 Zina Pitcher Place, A524 BSRB, Ann Arbor, MI, 48109-2200, USA.
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA.
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
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Russo D, Spina A, Portella L, Bello AM, Galdiero F, Trotta AM, Ieranò C, Rea G, Cecere SC, Coppola E, Di Maro S, Pignata S, Califano D, Scala S. The CXCR4 antagonist R54 targets epithelial-mesenchymal transition (EMT) in human ovarian cancer cells. PLoS One 2024; 19:e0314735. [PMID: 39700131 DOI: 10.1371/journal.pone.0314735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 11/14/2024] [Indexed: 12/21/2024] Open
Abstract
The axis CXCL12-CXCR4 is highly expressed in ovarian cancer where contributes to disease progression. Aim of the work was to evaluate the effect of the newly developed CXCR4 antagonist R54 on human ovarian cancer cells aggressiveness. CXCL12-CXCR4 axis was evaluated in human ovarian cancer cells through proliferation, migration and signaling CXCL12-dependents. Epithelial to mesenchymal transition (EMT) was analyzed through E-CADHERIN, N-CADHERIN, VIMENTIN, SNAIL1 and ΒETA-CATENIN by qRT-PCR, immunofluorescence and immunoblotting. R54 inhibited ovarian cancer cells proliferation and migration CXCL12-induced. Moreover, R54 inhibited CXCL12 dependent pERK1/2 and pAKT and reversed the CXCL12 induced EMT in ovarian cancer cells. Targeting CXCR4 with the new antagonist R54 consistently reverted the mesenchymal transition in human ovarian cancer cells reducing migratory and chemoresistance features.
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Affiliation(s)
- Daniela Russo
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Anna Spina
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Luigi Portella
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Anna Maria Bello
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Francesca Galdiero
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Anna Maria Trotta
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Caterina Ieranò
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Giuseppina Rea
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Sabrina Chiara Cecere
- Uro-Gynecologic Oncology Unit, Istituto Nazionale Tumori IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Elisabetta Coppola
- Uro-Gynecologic Oncology Unit, Istituto Nazionale Tumori IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Salvatore Di Maro
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Sandro Pignata
- Uro-Gynecologic Oncology Unit, Istituto Nazionale Tumori IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Daniela Califano
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
| | - Stefania Scala
- Microenvironment Molecular Targets, Istituto Nazionale Tumori-IRCCS-Fondazione "G. Pascale", Naples, Italy
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Corsaro A, Tremonti B, Bajetto A, Barbieri F, Thellung S, Florio T. Chemokine signaling in tumors: potential role of CXC chemokines and their receptors as glioblastoma therapeutic targets. Expert Opin Ther Targets 2024; 28:937-952. [PMID: 39582130 DOI: 10.1080/14728222.2024.2433130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 11/19/2024] [Indexed: 11/26/2024]
Abstract
INTRODUCTION Glioblastoma is the most aggressive brain tumor, typically associated with poor prognosis. Its treatment is challenging due to the peculiar glioblastoma cell biology and its microenvironment complexity. Specifically, a small fraction of glioma stem cells within the tumor mass drives tumor growth and invasiveness by hijacking brain resident and immune cells. This process also involves modification of extracellular matrix components, such as collagen and glycoproteins, where the secretion of soluble mediators, particularly CXC chemokines, plays a significant role. AREAS COVERED We analyze the critical role of chemokines in glioblastoma tumorigenesis, proliferation, angiogenesis, tumor progression, and brain parenchyma invasiveness. Recent evidence highlights how chemokines and their receptors impact glioblastoma biology and represent potential therapeutic targets. Several studies show that chemokines modulate glioblastoma development by acting on glioma stem cell proliferation and self-renewal, promoting vasculogenic mimicry, and altering the extracellular matrix to facilitate tumor invasiveness. EXPERT OPINION There is clear evidence supporting CXC receptors (such as CXCR1, 2, 3, 4, and ACKR3/CXCR7) and their signaling pathways as promising pharmacological targets. This in-depth review of chemokine roles in glioblastoma development provides a critical evaluation of the possible clinical translation of innovative compounds targeting these ligand/receptor systems, leading to improved therapeutic outcomes for glioblastoma patients.
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Affiliation(s)
- Alessandro Corsaro
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
| | - Beatrice Tremonti
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
| | - Adriana Bajetto
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
| | - Federica Barbieri
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
- IRCCS Policlinico San Martino, Genova, Italy
| | - Stefano Thellung
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
- IRCCS Policlinico San Martino, Genova, Italy
| | - Tullio Florio
- Sezione di Farmacologia, Dipartimento di Medicina Interna, Università di Genova, Genova, Italy
- IRCCS Policlinico San Martino, Genova, Italy
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Mizuno S, Bustos MA, Hayashi Y, Abe K, Furuhashi S, Naeini Y, Xu X, Bilchik AJ, Hoon DSB. Induced collagen type-I secretion by hepatocytes of the melanoma liver metastasis is associated with a reduction in tumour-infiltrating lymphocytes. Clin Transl Med 2024; 14:e70067. [PMID: 39496484 PMCID: PMC11534464 DOI: 10.1002/ctm2.70067] [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: 05/01/2024] [Revised: 10/01/2024] [Accepted: 10/09/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Overall patients with melanoma liver metastasis (MLiM) have a dismal prognosis and poor responses to the standard of care treatment. Understanding the role of the tumour microenvironment (TME) is critical for discovering better strategies to overcome intrinsic therapy resistance in MLiM. The aim was to understand the crosstalk signalling pathways between hepatocytes and metastatic melanoma cells in the TME of MLiM. METHODS Hepatocytes and melanoma tumour cells of MLiM were assessed using transcriptomic NanoString GeoMx digital spatial profiling (NGDSP) assay. Functional assays were performed using normal hepatocytes and MLiM-derived cell lines. Validation was performed using multiplex immunofluorescence. RESULTS In NGDSP analysis adjacent normal hepatocytes (ANH) had higher CXCR4 and COL1A1/2 levels than distant normal hepatocytes (DNH), while melanoma cells had higher TNF-α levels. In vitro, MLiM cell lines released TNF-α which upregulated CXCR4 and CXCL12 levels in ANH. CXCL12 activated CXCR4, which triggered AKT and NFκB signalling pathways. Consequently, AKT signalling induced the upregulation of collagen type I. MLiM were significantly encircled by a shield of collagen, whereas other liver metastases showed reduced levels of collagen. Of all the liver metastasis analyzed, the presence of collagen in melanoma liver metastasis was associated with a reduction in tumour-infiltrating lymphocytes. CONCLUSIONS MLiM modified ANH to increase collagen production and created a physical barrier. The collagen barrier was associated with a reduction of immune cell infiltration which could potentially deter MLiM immune surveillance and treatment responses. HIGHLIGHTS Spatial analyses of melanoma liver metastasis show that adjacent normal hepatocytes have increased collagen-type I levels. Melanoma liver metastases tumour cells secrete enhanced levels of TNF-α to stimulate CXCR4/CXCL12 upregulation in adjacent normal hepatocytes. Activation of CXCR4 promotes AKT and NF-κB signalling pathways to promote collagen-type I secretion in adjacent normal hepatocytes. Elevated collagen levels were associated with reduced tumour-infiltrating lymphocytes.
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Affiliation(s)
- Shodai Mizuno
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
| | - Matias A. Bustos
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
| | - Yoshinori Hayashi
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
| | - Kodai Abe
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
| | - Satoru Furuhashi
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
| | - Yalda Naeini
- Department of Surgical Pathologyat Providence SJHCSanta MonicaCaliforniaUSA
| | - Xiaowei Xu
- Abramson Cancer Center, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Anton J Bilchik
- Department of Gastrointestinal and Hepatobiliary Surgery, Providence SJHCSanta MonicaCaliforniaUSA
| | - Dave S. B. Hoon
- Department of Translational Molecular MedicineSaint John's Cancer Institute (SJCI) at Providence Saint John's Health Center (SJHC)Santa MonicaCaliforniaUSA
- Department of Genome Sequencing CenterSJCI, Providence SJHCSanta MonicaCaliforniaUSA
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Ruminski PG, Rettig MP, DiPersio JF. Development of VLA4 and CXCR4 Antagonists for the Mobilization of Hematopoietic Stem and Progenitor Cells. Biomolecules 2024; 14:1003. [PMID: 39199390 PMCID: PMC11353233 DOI: 10.3390/biom14081003] [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: 06/28/2024] [Revised: 07/29/2024] [Accepted: 08/02/2024] [Indexed: 09/01/2024] Open
Abstract
The treatment of patients diagnosed with hematologic malignancies typically includes hematopoietic stem cell transplantation (HSCT) as part of a therapeutic standard of care. The primary graft source of hematopoietic stem and progenitor cells (HSPCs) for HSCT is mobilized from the bone marrow into the peripheral blood of allogeneic donors or patients. More recently, these mobilized HSPCs have also been the source for gene editing strategies to treat diseases such as sickle-cell anemia. For a HSCT to be successful, it requires the infusion of a sufficient number of HSPCs that are capable of adequate homing to the bone marrow niche and the subsequent regeneration of stable trilineage hematopoiesis in a timely manner. Granulocyte-colony-stimulating factor (G-CSF) is currently the most frequently used agent for HSPC mobilization. However, it requires five or more daily infusions to produce an adequate number of HSPCs and the use of G-CSF alone often results in suboptimal stem cell yields in a significant number of patients. Furthermore, there are several undesirable side effects associated with G-CSF, and it is contraindicated for use in sickle-cell anemia patients, where it has been linked to serious vaso-occlusive and thrombotic events. The chemokine receptor CXCR4 and the cell surface integrin α4β1 (very late antigen 4 (VLA4)) are both involved in the homing and retention of HSPCs within the bone marrow microenvironment. Preclinical and/or clinical studies have shown that targeted disruption of the interaction of the CXCR4 or VLA4 receptors with their endogenous ligands within the bone marrow niche results in the rapid and reversible mobilization of HSPCs into the peripheral circulation and is synergistic when combined with G-CSF. In this review, we discuss the roles CXCR4 and VLA4 play in bone marrow homing and retention and will summarize more recent development of small-molecule CXCR4 and VLA4 inhibitors that, when combined, can synergistically improve the magnitude, quality and convenience of HSPC mobilization for stem cell transplantation and ex vivo gene therapy after the administration of just a single dose. This optimized regimen has the potential to afford a superior alternative to G-CSF for HSPC mobilization.
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Affiliation(s)
| | | | - John F. DiPersio
- Division of Oncology, Department of Medicine, Washington University School of Medicine, 660 S. Euclid Ave., St Louis, MO 63105, USA
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8
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Motlak M, Mathews M, Al-Odat OS, Pandey MK. Is it possible to treat melanoma by intercepting the CXCR4/CXCL12 pathway? Cytokine 2024; 179:156629. [PMID: 38704961 DOI: 10.1016/j.cyto.2024.156629] [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: 02/01/2024] [Revised: 04/23/2024] [Accepted: 04/28/2024] [Indexed: 05/07/2024]
Abstract
Melanoma is a particularly aggressive type of skin cancer that can spread to distant organs, resulting in poor patient outcomes. C-X-C motif chemokine ligand 12 (CXCL12) interacts to the C-X-C chemokine receptor type 4 (CXCR4). This connection between CXCR4 and its companion ligand CXCL12 is important in melanoma metastasis and progression, encouraging cell proliferation, invasion, and survival via downstream signaling pathways. Furthermore, CXCR4 is implicated in the interaction between melanoma cells and the tumor microenvironment, which promotes malignant cell migration and immune evasion. Given the importance of the CXCR4/CXCL12 axis in melanoma, addressing this axis has the potential to prevent metastasis and improve patient outcomes. We present an overview of the CXCR4/CXCL12 axis in cancer progression and explain its role in the melanoma microenvironment in this paper. Furthermore, we investigate CXCR4's predictive usefulness as a possible biomarker for monitoring melanoma progression. Finally, we discuss the most recent research and clinical trials on CXCR4 inhibitors, emphasizing their efficacy and limits. We hope to improve the quality of life for melanoma patients by better understanding the role of CXCR4 and investigating novel therapeutic options.
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Affiliation(s)
- Miriam Motlak
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Meghna Mathews
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Omar S Al-Odat
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Manoj K Pandey
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ 08103, USA.
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Li H, Wang S, Yang Z, Meng X, Niu M. Nanomaterials modulate tumor-associated macrophages for the treatment of digestive system tumors. Bioact Mater 2024; 36:376-412. [PMID: 38544737 PMCID: PMC10965438 DOI: 10.1016/j.bioactmat.2024.03.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/25/2024] [Accepted: 03/03/2024] [Indexed: 11/25/2024] Open
Abstract
The treatment of digestive system tumors presents challenges, particularly in immunotherapy, owing to the advanced immune tolerance of the digestive system. Nanomaterials have emerged as a promising approach for addressing these challenges. They provide targeted drug delivery, enhanced permeability, high bioavailability, and low toxicity. Additionally, nanomaterials target immunosuppressive cells and reshape the tumor immune microenvironment (TIME). Among the various cells in the TIME, tumor-associated macrophages (TAMs) are the most abundant and play a crucial role in tumor progression. Therefore, investigating the modulation of TAMs by nanomaterials for the treatment of digestive system tumors is of great significance. Here, we present a comprehensive review of the utilization of nanomaterials to modulate TAMs for the treatment of gastric cancer, colorectal cancer, hepatocellular carcinoma, and pancreatic cancer. We also investigated the underlying mechanisms by which nanomaterials modulate TAMs to treat tumors in the digestive system. Furthermore, this review summarizes the role of macrophage-derived nanomaterials in the treatment of digestive system tumors. Overall, this research offers valuable insights into the development of nanomaterials tailored for the treatment of digestive system tumors.
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Affiliation(s)
- Hao Li
- Department of Interventional Radiology, First Hospital of China Medical University, Shenyang, China
| | - Shuai Wang
- Department of Interventional Radiology, First Hospital of China Medical University, Shenyang, China
| | - Zhengqiang Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xianwei Meng
- Laboratory of Controllable Preparation and Application of Nanomaterials, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing, China
| | - Meng Niu
- China Medical University, Shenyang, China
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Basson C, Phiri AE, Gandhi M, Anguelov R, Serem JC, Bipath P, Hlophe YN. In vitro effects and mathematical modelling of CTCE-9908 (a chemokine receptor 4 antagonist) on melanoma cell survival. Clin Exp Pharmacol Physiol 2024; 51:e13865. [PMID: 38692577 DOI: 10.1111/1440-1681.13865] [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: 12/06/2023] [Revised: 03/09/2024] [Accepted: 04/02/2024] [Indexed: 05/03/2024]
Abstract
CTCE-9908, a CXC chemokine receptor 4 (CXCR4) antagonist, prevents CXCR4 phosphorylation and inhibits the interaction with chemokine ligand 12 (CXCL12) and downstream signalling pathways associated with metastasis. This study evaluated the in vitro effects of CTCE-9908 on B16 F10 melanoma cells with the use of mathematical modelling. Crystal violet staining was used to construct a mathematical model of CTCE-9908 B16 F10 (melanoma) and RAW 264.7 (non-cancerous macrophage) cell lines on cell viability to predict the half-maximal inhibitory concentration (IC50). Morphological changes were assessed using transmission electron microscopy. Flow cytometry was used to assess changes in cell cycle distribution, apoptosis via caspase-3, cell survival via extracellular signal-regulated kinase1/2 activation, CXCR4 activation and CXCL12 expression. Mathematical modelling predicted IC50 values from 0 to 100 h. At IC50, similar cytotoxicity between the two cell lines and ultrastructural morphological changes indicative of cell death were observed. At a concentration 10 times lower than IC50, CTCE-9908 induced inhibition of cell survival (p = 0.0133) in B16 F10 cells but did not affect caspase-3 or cell cycle distribution in either cell line. This study predicts CTCE-9908 IC50 values at various time points using mathematical modelling, revealing cytotoxicity in melanoma and non-cancerous cells. CTCE-9908 significantly inhibited melanoma cell survival at a concentration 10 times lower than the IC50 in B16 F10 cells but not RAW 264.7 cells. However, CTCE-9908 did not affect CXCR4 phosphorylation, apoptosis,\ or cell cycle distribution in either cell line.
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Affiliation(s)
- Charlise Basson
- Department of Physiology, University of Pretoria, Pretoria, South Africa
| | - Avulundiah Edwin Phiri
- Department of Mathematics, Faculty of Natural and Agricultural Sciences, University of Pretoria, Pretoria, South Africa
| | - Manjunath Gandhi
- Department of Mathematics, Faculty of Natural and Agricultural Sciences, University of Pretoria, Pretoria, South Africa
| | - Roumen Anguelov
- Department of Mathematics, Faculty of Natural and Agricultural Sciences, University of Pretoria, Pretoria, South Africa
| | | | - Priyesh Bipath
- Department of Physiology, University of Pretoria, Pretoria, South Africa
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Fellhofer-Hofer J, Franz C, Vey JA, Kahlert C, Kalkum E, Mehrabi A, Halama N, Probst P, Klupp F. Chemokines as Prognostic Factor in Colorectal Cancer Patients: A Systematic Review and Meta-Analysis. Int J Mol Sci 2024; 25:5374. [PMID: 38791414 PMCID: PMC11121014 DOI: 10.3390/ijms25105374] [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: 04/12/2024] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Chemokines orchestrate many aspects of tumorigenic processes such as angiogenesis, apoptosis and metastatic spread, and related receptors are expressed on tumor cells as well as on inflammatory cells (e.g., tumor-infiltrating T cells, TILs) in the tumor microenvironment. Expressional changes of chemokines and their receptors in solid cancers are common and well known, especially in affecting colorectal cancer patient outcomes. Therefore, the aim of this current systematic review and meta-analysis was to classify chemokines as a prognostic biomarker in colorectal cancer patients. A systematic literature search was conducted in PubMed, CENTRAL and Web of Science. Information on the chemokine expression of 25 chemokines in colorectal cancer tissue and survival data of the patients were investigated. The hazard ratio of overall survival and disease-free survival with chemokine expression was examined. The risk of bias was analyzed using Quality in Prognosis Studies. Random effects meta-analysis was performed to determine the impact on overall respectively disease survival. For this purpose, the pooled hazard ratios (HR) and their 95% confidence intervals (CI) were used for calculation. Twenty-five chemokines were included, and the search revealed 5556 publications. A total of thirty-one publications were included in this systematic review and meta-analysis. Overexpression of chemokine receptor CXCR4 was associated with both a significantly reduced overall survival (HR = 2.70, 95%-CI: 1.57 to 4.66, p = 0.0003) as well as disease-free survival (HR = 2.68, 95%-CI: 1.41 to 5.08, p = 0.0026). All other chemokines showed either heterogeneous results or few studies were available. The overall risk of bias for CXCR4 was rated low. At the current level of evidence, this study demonstrates that CXCR4 overexpression in patients with colorectal cancer is associated with a significantly diminished overall as well as disease-free survival. Summed up, this systematic review and meta-analysis reveals CXCR4 as a promising prognostic biomarker. Nevertheless, more evidence is needed to evaluate CXCR4 and its antagonists serving as new therapeutic targets.
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Affiliation(s)
- Johanna Fellhofer-Hofer
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
| | - Clemens Franz
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
| | - Johannes A. Vey
- Institute of Medical Biometry (IMBI), University Hospital Heidelberg, Im Neuenheimer Feld 130/3, 69120 Heidelberg, Germany;
| | - Christoph Kahlert
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
| | - Eva Kalkum
- Study Center of the German Society of Surgery (SDGC), University of Heidelberg, Im Neuenheimer Feld 130/3, 69120 Heidelberg, Germany;
| | - Arianeb Mehrabi
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
| | - Niels Halama
- National Center for Tumor Diseases, Medical Oncology and Internal Medicine VI, Tissue Imaging and Analysis Center, Bioquant, University of Heidelberg, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany;
- Helmholtz Institute for Translational Oncology (HI-TRON), Department of Cancer Immunology & Cancer Immunotherapy, German Cancer Research Center (DKFZ), 55131 Mainz, Germany
| | - Pascal Probst
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
- Department of Surgery, Cantonal Hospital Thurgau, Pfaffenholzstrasse 4, 8501 Frauenfeld, Switzerland
| | - Fee Klupp
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany; (J.F.-H.); (C.F.); (C.K.); (A.M.); (P.P.)
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12
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Shukla G, Singh S, Dhule C, Agrawal R, Saraswat S, Al-Rasheed A, Alqahtani MS, Soufiene BO. Point biserial correlation symbiotic organism search nanoengineering based drug delivery for tumor diagnosis. Sci Rep 2024; 14:6530. [PMID: 38503765 PMCID: PMC10951308 DOI: 10.1038/s41598-024-55159-6] [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: 12/14/2023] [Accepted: 02/21/2024] [Indexed: 03/21/2024] Open
Abstract
Nanoparticulate systems have the prospect of accounting for a new making of drug delivery systems. Nanotechnology is manifested to traverse the hurdle of both physical and biological sciences by implementing nanostructures indistinct fields of science, particularly in nano-based drug delivery. The low delivery efficiency of nanoparticles is a critical obstacle in the field of tumor diagnosis. Several nano-based drug delivery studies are focused on for tumor diagnosis. But, the nano-based drug delivery efficiency was not increased for tumor diagnosis. This work proposes a method called point biserial correlation symbiotic organism search nanoengineering-based drug delivery (PBC-SOSN). The objective and aim of the PBC-SOSN method is to achieve higher drug delivery efficiency and lesser drug delivery time for tumor diagnosis. The contribution of the PBC-SOSN is to optimized nanonengineering-based drug delivery with higher r drug delivery detection rate and smaller drug delivery error detection rate. Initially, raw data acquired from the nano-tumor dataset, and nano-drugs for glioblastoma dataset, overhead improved preprocessed samples are evolved using nano variational model decomposition-based preprocessing. After that, the preprocessed samples as input are subjected to variance analysis and point biserial correlation-based feature selection model. Finally, the preprocessed samples and features selected are subjected to symbiotic organism search nanoengineering (SOSN) to corroborate the objective. Based on these findings, point biserial correlation-based feature selection and a symbiotic organism search nanoengineering were tested for their modeling performance with a nano-tumor dataset and nano-drugs for glioblastoma dataset, finding the latter the better algorithm. Incorporated into the method is the potential to adjust the drug delivery detection rate and drug delivery error detection rate of the learned method based on selected features determined by nano variational model decomposition for efficient drug delivery.
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Affiliation(s)
| | - Sofia Singh
- Department of AI, ASET, Amity University, Noida, UP, India
| | - Chetan Dhule
- Department of Data Science, IoT, Cybersecurity (DIC), G H Raisoni College of Engineering Nagpur, Nagpur, India
| | - Rahul Agrawal
- Department of Data Science, IoT, Cybersecurity (DIC), G H Raisoni College of Engineering Nagpur, Nagpur, India
| | | | - Amal Al-Rasheed
- Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia
| | - Mohammed S Alqahtani
- Radiological Sciences Department, College of Applied Medical Sciences, King Khalid University, 61421, Abha, Saudi Arabia
- BioImaging Unit, Space Research Centre, University of Leicester, Michael Atiyah Building, Leicester, LE1 7RH, UK
| | - Ben Othman Soufiene
- PRINCE Laboratory Research, ISITcom, Hammam Sousse, University of Sousse, Sousse, Tunisia.
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13
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Letsoalo K, Nortje E, Patrick S, Nyakudya T, Hlophe Y. Decoding the synergistic potential of MAZ-51 and zingerone as therapy for melanoma treatment in alignment with sustainable development goals. Cell Biochem Funct 2024; 42:e3950. [PMID: 38348768 DOI: 10.1002/cbf.3950] [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: 09/25/2023] [Revised: 12/28/2023] [Accepted: 01/29/2024] [Indexed: 02/15/2024]
Abstract
Melanoma, an invasive class of skin cancer, originates from mutations in melanocytes, the pigment-producing cells. Globally, approximately 132,000 new cases are reported each year, and in South Africa, the incidence stands at 2.7 per 100,000 people, signifying a worrisome surge in melanoma rates. Therefore, there is a need to explore treatment modalities that will target melanoma's signalling pathways. Melanoma metastasis is aided by ligand activity of transforming growth factor-beta 1 (TGF-β1), vascular endothelial growth factor-C (VEGF-C) and C-X-C chemokine ligand 12 (CXCL12) which bind to their receptors and promote tumour cell survival, lymphangiogenesis and chemotaxis. (3-(4-dimethylaminonaphthelen-1-ylmethylene)-1,3-dihydroindol-2-one) MAZ-51 is an indolinone-based molecule that inhibits VEGF-C induced phosphorylation of vascular endothelial growth factor receptor 3 (VEGFR-3). Despite the successful use of conventional cancer therapies, patients endure adverse side effects and cancer drug resistance. Moreover, conventional therapies are toxic to the environment and caregivers. The use of medicinal plants and their phytochemical constituents in cancer treatment strategies has become more widespread because of the rise in drug resistance and the development of unfavourable side effects. Zingerone, a phytochemical derived from ginger exhibits various pharmacological properties positioning it as a promising candidate for cancer treatment. This review provides an overview of melanoma biology and the intracellular signalling pathways promoting cell survival, proliferation and adhesion. There is a need to align health and environmental objectives within sustainable development goals 3 (good health and well-being), 13 (climate action) and 15 (life on land) to promote early detection of skin cancer, enhance sun-safe practices, mitigation of environmental factors and advancing the preservation of biodiversity, including medicinal plants. Thus, this review discusses the impact of cytostatic cancer drugs on patients and the environment and examines the potential use of phytochemicals as adjuvant therapy.
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Affiliation(s)
- Kganya Letsoalo
- Department of Physiology, University of Pretoria, Pretoria, South Africa
| | - Evangeline Nortje
- Department of Physiology, University of Pretoria, Pretoria, South Africa
| | - Sean Patrick
- Environmental Chemical Pollution and Health Research Unit, University of Pretoria, Pretoria, South Africa
| | - Trevor Nyakudya
- Department of Physiology, University of Pretoria, Pretoria, South Africa
| | - Yvette Hlophe
- Department of Physiology, University of Pretoria, Pretoria, South Africa
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Coschi CH, Juergens RA. Overcoming Resistance Mechanisms to Immune Checkpoint Inhibitors: Leveraging the Anti-Tumor Immune Response. Curr Oncol 2023; 31:1-23. [PMID: 38275827 PMCID: PMC10814017 DOI: 10.3390/curroncol31010001] [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: 10/25/2023] [Revised: 12/05/2023] [Accepted: 12/15/2023] [Indexed: 01/27/2024] Open
Abstract
As far back as 3000 years ago, the immune system was observed to play a role in mediating tumor regression. Since then, many strategies have been developed to leverage the anti-tumor immune response. However, while many patients respond to ICIs up front some do not, and many of those that do eventually experience tumor progression. Currently, there are several predictive biomarkers of the immune checkpoint inhibitor response; however, no one test appears to be universally predictive and their application varies by disease site. There are many ways in which cancer cells develop primary or acquired resistance to immune checkpoint inhibitors. Efforts to reverse resistance include ways to combat T cell exhaustion, reprogram the tumor microenvironment, increase the availability of tumor neo-antigens, target alternative immune checkpoints, restore a normal/healthy patient gut microbiome, oncolytic viruses and tumor vaccines. The most studied and most promising methods include combining ICIs with therapies targeting alternative immune checkpoints and restoring a normal/healthy patient gut microbiome. This review will discuss T cell-mediated immunity, how this is leveraged by modern immunotherapy to treat cancer and mechanisms of immune checkpoint inhibitor resistance, while highlighting strategies to overcome primary and secondary resistance mechanisms.
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Affiliation(s)
- Courtney H. Coschi
- Department of Oncology, McMaster University, 699 Concession Street, Hamilton, ON L8V 5C2, Canada;
| | - Rosalyn A. Juergens
- Department of Oncology, McMaster University, 699 Concession Street, Hamilton, ON L8V 5C2, Canada;
- Escarpment Cancer Research Institute, McMaster University, Hamilton, ON L8V 5C2, Canada
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15
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Hamshaw I, Cominetti MMD, Lai WY, Searcey M, Mueller A. The development of potent, competitive CXCR4 antagonists for the prevention of cancer metastasis. Biochem Pharmacol 2023; 218:115921. [PMID: 37956893 DOI: 10.1016/j.bcp.2023.115921] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023]
Abstract
Cancer metastasis is the cause of up to 90 % of cancer related mortality. The CXCR4 receptor and its cognate ligand, CXCL12, have major roles in enabling cancer metastasis and consequently, the CXCR4 receptor has become an attractive therapeutic target for the prevention of metastasis. Despite this, CXCR4 antagonists have had limited success in clinical trials due to cellular toxicity and poor stability and efficacy. In this study, we developed a novel, competitive CXCR4 antagonist (IS4) that through copper-catalysed-azide-alkyne-cycloaddition can be clicked to other chemical moieties such as fluorescent dyes (IS4-FAM) for CXCR4-based imaging. We determined that these CXCR4 antagonists were non-toxic and could be used to specifically label the CXCR4 receptor. Furthermore, IS4 and IS4-FAM inhibited CXCL12-stimulated cancer cell migration and Ca2+ release in both adherent and suspension cell lines with similar or improved potency as compared to two literature CXCR4 antagonists. Our results highlight the potential of IS4 and IS4-FAM as research tools and as potent CXCR4 antagonists for the prevention of metastasis.
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Affiliation(s)
- Isabel Hamshaw
- School of Pharmacy, University of East Anglia, Norwich, UK
| | | | - Wing-Yee Lai
- School of Pharmacy, University of East Anglia, Norwich, UK
| | - Mark Searcey
- School of Pharmacy, University of East Anglia, Norwich, UK
| | - Anja Mueller
- School of Pharmacy, University of East Anglia, Norwich, UK.
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16
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Jang BY, Shin MK, Han DH, Sung JS. Curcumin Disrupts a Positive Feedback Loop between ADMSCs and Cancer Cells in the Breast Tumor Microenvironment via the CXCL12/CXCR4 Axis. Pharmaceutics 2023; 15:2627. [PMID: 38004606 PMCID: PMC10675183 DOI: 10.3390/pharmaceutics15112627] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/10/2023] [Accepted: 11/13/2023] [Indexed: 11/26/2023] Open
Abstract
Adipose tissue has a significant impact on breast cancer initiation and progression owing to its substantial proportion in the breast. Adipose-derived mesenchymal stem cells (ADMSCs) are major players in the breast tumor microenvironment (TME) as they interact with cancer cells. The intricate interaction between ADMSCs and cancer cells not only drives the differentiation of ADMSCs into cancer-associated fibroblasts (CAFs) but also the metastasis of cancer cells, which is attributed to the CXCL12/CXCR4 axis. We investigated the effects of curcumin, a flavonoid known for CXCL12/CXCR4 axis inhibition, on breast TME by analyzing whether it can disrupt the ADMSC-cancer positive loop. Using MCF7 breast cancer cell-derived conditioned medium (MCF7-CM), we induced ADMSC transformation and verified that curcumin diminished the phenotypic change, inhibiting CAF marker expression. Additionally, curcumin suppressed the CXCL12/CXCR4 axis and its downstream signaling both in ADMSCs and MCF7 cells. The CM from ADMSCs, whose ADMSC-to-CAF transformation was repressed by the curcumin treatment, inhibited the positive feedback loop between ADMSCs and MCF7 as well as epithelial-mesenchymal transition in MCF7. Our study showed that curcumin is a potent anti-cancer agent that can remodel the breast TME, thereby restricting the ADMSC-cancer positive feedback loop associated with the CXCL12/CXCR4 axis.
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Affiliation(s)
| | | | | | - Jung-Suk Sung
- Department of Life Science, Dongguk University-Seoul, Goyang 10326, Republic of Korea; (B.-Y.J.); (M.K.S.); (D.-H.H.)
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17
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Zhang Y, Han X, Wang K, Liu D, Ding X, Hu Z, Wang J. Co-Delivery Nanomicelles for Potentiating TNBC Immunotherapy by Synergetically Reshaping CAFs-Mediated Tumor Stroma and Reprogramming Immunosuppressive Microenvironment. Int J Nanomedicine 2023; 18:4329-4346. [PMID: 37545872 PMCID: PMC10403052 DOI: 10.2147/ijn.s418100] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 07/17/2023] [Indexed: 08/08/2023] Open
Abstract
Purpose Immune checkpoint inhibitors (ICI) have received the most attention for triple negative breast cancer (TNBC), while the response rate to ICI remains limited due to insufficient T cell infiltration. It is therefore essential that alternative strategies are developed to improve the therapeutic outcomes of ICI in non-responsive TNBC cases. The efficacy of pH-responsive nanomicelles (P/A/B@NM) co-loaded with paclitaxel (PTX), CXCR4 antagonist AMD3100, and PD-1/PD-L1 inhibitor BMS-1 activating the T cell-mediated antitumor immune response were evaluated using a 4T1 antiPD-1-resistance breast tumor model. Methods In vitro, pH-responsive antitumor effect of P/A/B@NM was investigated by assessing cell viability, migration and invasion. In vivo, the distribution of P/A/B@NM was visualized in 4T1 orthotopic TNBC model using an IVIS spectrum imaging instrument. The efficacy of the co-delivery nanocarriers was evaluated by monitoring mouse survival, tumor growth and metastasis, cancer-associated fibroblasts (CAFs)-mediated tumor stroma and immunosuppressive microenvironment components, and the recruitment and infiltration of CD8+ T cells. Results The prepared P/A/B@NM in acid microenvironment demonstrates remarkable cytotoxicity against MDA-MB-231 cells, with an IC50 of 105 μg/mL. Additionally, it exhibits substantial inhibition of tumor cell migration and invasion. The P/A/B@NM based on co-delivery nanocarriers efficiently accumulate at the tumor site and release the drugs in a pH-responsive controlled manner. The nanomedicine-PTX, AMD3100, and BMS-1 formulation significantly inhibits tumor growth and lung/liver metastasis by inducing antitumor immune responses via CXCL12/CXCR4 axis blockade, and immunogenic cell death to reprogramme both tumor stroma and immunosuppressive microenvironment. As a result, CD8+ T cell infiltration is triggered into the tumor site, boosting the efficacy of ICI therapy synergistically. Conclusion These results demonstrate that combination therapy using P/A/B@NM reshapes CAFs-mediated tumor stroma and immunosuppressive microenvironment, which can enhance the infiltration of CD8+ T cells, thereby reactivating anti-tumor immunity for non-responsive TNBC cases.
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Affiliation(s)
- Yue Zhang
- School of Pharmacy, Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Xue Han
- School of Pharmacy, Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Ke Wang
- School of Pharmacy, Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Da Liu
- School of Pharmacy, Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Xiaoyun Ding
- Oncology Hospital, General Hospital of Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Zhiqiang Hu
- Oncology Hospital, General Hospital of Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
| | - Jing Wang
- School of Pharmacy, Ningxia Medical University, Yinchuan, 750004, People’s Republic of China
- Key Laboratory of Ningxia Minority Medicine Modernization, Ministry of Education, Yinchuan, 750004, People’s Republic of China
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18
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Pawlik K, Mika J. Targeting Members of the Chemokine Family as a Novel Approach to Treating Neuropathic Pain. Molecules 2023; 28:5766. [PMID: 37570736 PMCID: PMC10421203 DOI: 10.3390/molecules28155766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 07/19/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
Neuropathic pain is a debilitating condition that affects millions of people worldwide. Numerous studies indicate that this type of pain is a chronic condition with a complex mechanism that tends to worsen over time, leading to a significant deterioration in patients' quality of life and issues like depression, disability, and disturbed sleep. Presently used analgesics are not effective enough in neuropathy treatment and may cause many side effects due to the high doses needed. In recent years, many researchers have pointed to the important role of chemokines not only in the development and maintenance of neuropathy but also in the effectiveness of analgesic drugs. Currently, approximately 50 chemokines are known to act through 20 different seven-transmembrane G-protein-coupled receptors located on the surface of neuronal, glial, and immune cells. Data from recent years clearly indicate that more chemokines than initially thought (CCL1/2/3/5/7/8/9/11, CXCL3/9/10/12/13/14/17; XCL1, CX3CL1) have pronociceptive properties; therefore, blocking their action by using neutralizing antibodies, inhibiting their synthesis, or blocking their receptors brings neuropathic pain relief. Several of them (CCL1/2/3/7/9/XCL1) have been shown to be able to reduce opioid drug effectiveness in neuropathy, and neutralizing antibodies against them can restore morphine and/or buprenorphine analgesia. The latest research provides irrefutable evidence that chemokine receptors are promising targets for pharmacotherapy; chemokine receptor antagonists can relieve pain of different etiologies, and most of them are able to enhance opioid analgesia, for example, the blockade of CCR1 (J113863), CCR2 (RS504393), CCR3 (SB328437), CCR4 (C021), CCR5 (maraviroc/AZD5672/TAK-220), CXCR2 (NVPCXCR220/SB225002), CXCR3 (NBI-74330/AMG487), CXCR4 (AMD3100/AMD3465), and XCR1 (vMIP-II). Recent research has shown that multitarget antagonists of chemokine receptors, such as CCR2/5 (cenicriviroc), CXCR1/2 (reparixin), and CCR2/CCR5/CCR8 (RAP-103), are also very effective painkillers. A multidirectional strategy based on the modulation of neuronal-glial-immune interactions by changing the activity of the chemokine family can significantly improve the quality of life of patients suffering from neuropathic pain. However, members of the chemokine family are still underestimated pharmacological targets for pain treatment. In this article, we review the literature and provide new insights into the role of chemokines and their receptors in neuropathic pain.
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Affiliation(s)
| | - Joanna Mika
- Department of Pain Pharmacology, Maj Institute of Pharmacology Polish Academy of Sciences, 12 Smetna Str., 31-343 Cracow, Poland;
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Xu H, Lin S, Zhou Z, Li D, Zhang X, Yu M, Zhao R, Wang Y, Qian J, Li X, Li B, Wei C, Chen K, Yoshimura T, Wang JM, Huang J. New genetic and epigenetic insights into the chemokine system: the latest discoveries aiding progression toward precision medicine. Cell Mol Immunol 2023; 20:739-776. [PMID: 37198402 PMCID: PMC10189238 DOI: 10.1038/s41423-023-01032-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 04/14/2023] [Indexed: 05/19/2023] Open
Abstract
Over the past thirty years, the importance of chemokines and their seven-transmembrane G protein-coupled receptors (GPCRs) has been increasingly recognized. Chemokine interactions with receptors trigger signaling pathway activity to form a network fundamental to diverse immune processes, including host homeostasis and responses to disease. Genetic and nongenetic regulation of both the expression and structure of chemokines and receptors conveys chemokine functional heterogeneity. Imbalances and defects in the system contribute to the pathogenesis of a variety of diseases, including cancer, immune and inflammatory diseases, and metabolic and neurological disorders, which render the system a focus of studies aiming to discover therapies and important biomarkers. The integrated view of chemokine biology underpinning divergence and plasticity has provided insights into immune dysfunction in disease states, including, among others, coronavirus disease 2019 (COVID-19). In this review, by reporting the latest advances in chemokine biology and results from analyses of a plethora of sequencing-based datasets, we outline recent advances in the understanding of the genetic variations and nongenetic heterogeneity of chemokines and receptors and provide an updated view of their contribution to the pathophysiological network, focusing on chemokine-mediated inflammation and cancer. Clarification of the molecular basis of dynamic chemokine-receptor interactions will help advance the understanding of chemokine biology to achieve precision medicine application in the clinic.
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Affiliation(s)
- Hanli Xu
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Shuye Lin
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Institute, 101149, Beijing, China
| | - Ziyun Zhou
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Duoduo Li
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Xiting Zhang
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Muhan Yu
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Ruoyi Zhao
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Yiheng Wang
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Junru Qian
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Xinyi Li
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Bohan Li
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Chuhan Wei
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China
| | - Keqiang Chen
- Laboratory of Cancer Innovation, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
| | - Teizo Yoshimura
- Laboratory of Cancer Innovation, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
| | - Ji Ming Wang
- Laboratory of Cancer Innovation, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, 21702, USA
| | - Jiaqiang Huang
- College of Life Sciences and Bioengineering, School of Physical Science and Engineering, Beijing Jiaotong University, 3 ShangyuanCun, Haidian District, 100044, Beijing, P.R. China.
- Cancer Research Center, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Institute, 101149, Beijing, China.
- Laboratory of Cancer Innovation, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, 21702, USA.
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Ansari S, Mudassir M, Vijayalekshmi B, Chattopadhyay P. Targeting CXCR4-expressing Cancer Cells with Avidin-poly (lactic-co-glycolic acid) Nanoparticle Surface Modified with Biotinylated DV1 Peptide. Int J Appl Basic Med Res 2023; 13:106-112. [PMID: 37614837 PMCID: PMC10443452 DOI: 10.4103/ijabmr.ijabmr_58_23] [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: 02/07/2023] [Revised: 04/27/2023] [Accepted: 06/09/2023] [Indexed: 08/25/2023] Open
Abstract
Background Chemokine receptor CXCR4 is frequently present in cells of various cancers. Hence, targeted therapy using CXCR4 ligands, such as DV1 peptide, on drug-loaded nanoparticles, has the potential to enhance the efficiency of cancer treatment. Aim The present study created a CXCR4-targeting drug delivery system using avidin-poly (lactic-co-glycolic acid) (PLGA) nanoparticle surface tagged with biotinylated DV1 peptide ligand. Materials and Methods A double-emulsion solvent evaporation technique was employed to prepare avidin-PLGA nanoparticles and characterized by transmission electron microscopy (TEM) and dynamic light scattering. Uptake was studied by confocal microscopy after incorporating fluorescein isothiocyanate (FITC)-labeled albumin inside the nanoparticles during their synthesis. Peptide-biotin-avidin-PLGA nanoparticles were tested in vitro on CXCR4-expressing U87MG cells. Photomicroscopy was done by a Nikon A1 Confocal Microscope, and pictures were analyzed by Nikon NIS-Elements BR software. Results Experimental results confirmed the specificity of DV1 peptide-tagged avidin-PLGA nanoparticles for cells expressing CXCR4 receptors. The avidin-PLGA nanoparticles were successfully synthesized and the same was confirmed by tagging them with FITC-labeled biotin. Conclusion Avidin-PLGA nanoparticle surface tagged with biotinylated DV1 peptide ligand has potential clinical application in the treatment of various cancers as targeted therapy for CXCR4-expressing cancer cells.
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Affiliation(s)
- Shiba Ansari
- Department of Biochemistry, University College of Medical Sciences, Delhi, India
| | - Madeeha Mudassir
- Department of Obstetrics and Gynecology, University College of Medical Sciences and Guru Tegh Bahadur Hospital, Delhi, India
| | - B. Vijayalekshmi
- Division of GI Sciences, Wellcome Trust Research Laboratory, Christian Medical College, Vellore, Tamil Nadu, India
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21
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Gargiulo E, Giordano M, Niemann CU, Moussay E, Paggetti J, Morande PE. The protective role of the microenvironment in hairy cell leukemia treatment: Facts and perspectives. Front Oncol 2023; 13:1122699. [PMID: 36968995 PMCID: PMC10031020 DOI: 10.3389/fonc.2023.1122699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 02/22/2023] [Indexed: 03/11/2023] Open
Abstract
Hairy cell leukemia (HCL) is an incurable, rare lymphoproliferative hematological malignancy of mature B cAlthough first line therapy with purine analogues leads to positive results, almost half of HCL patients relapse after 5-10 years, and standard treatment may not be an option due to intolerance or refractoriness. Proliferation and survival of HCL cells is regulated by surrounding accessory cells and soluble signals present in the tumor microenvironment, which actively contributes to disease progression. In vitro studies show that different therapeutic approaches tested in HCL impact the tumor microenvironment, and that this milieu offers a protection affecting treatment efficacy. Herein we explore the effects of the tumor microenvironment to different approved and experimental therapeutic options for HCL. Dissecting the complex interactions between leukemia cells and their milieu will be essential to develop new targeted therapies for HCL patients.
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Affiliation(s)
- Ernesto Gargiulo
- Tumor Stroma Interactions – Department of Cancer Research, Luxembourg Institute of HealthLuxembourg, Luxembourg
- Chronic Lymphocytic Leukemia Laboratory, Department of Hematology, Rigshospitalet, Copenhagen, Denmark
- PERSIMUNE, Department of Infectious Diseases, Rigshospitalet, Copenhagen, Denmark
| | - Mirta Giordano
- Instituto de Medicina Experimental (IMEX)-CONICET, Academia Nacional de Medicina, Buenos Aires, Argentina
| | - Carsten U. Niemann
- Chronic Lymphocytic Leukemia Laboratory, Department of Hematology, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Etienne Moussay
- Tumor Stroma Interactions – Department of Cancer Research, Luxembourg Institute of HealthLuxembourg, Luxembourg
| | - Jérôme Paggetti
- Tumor Stroma Interactions – Department of Cancer Research, Luxembourg Institute of HealthLuxembourg, Luxembourg
| | - Pablo Elías Morande
- Tumor Stroma Interactions – Department of Cancer Research, Luxembourg Institute of HealthLuxembourg, Luxembourg
- Instituto de Medicina Experimental (IMEX)-CONICET, Academia Nacional de Medicina, Buenos Aires, Argentina
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Rodà F, Caraffi R, Picciolini S, Tosi G, Vandelli MA, Ruozi B, Bedoni M, Ottonelli I, Duskey JT. Recent Advances on Surface-Modified GBM Targeted Nanoparticles: Targeting Strategies and Surface Characterization. Int J Mol Sci 2023; 24:ijms24032496. [PMID: 36768820 PMCID: PMC9916841 DOI: 10.3390/ijms24032496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 01/31/2023] Open
Abstract
Glioblastoma multiforme (GBM) is the most common malignant brain tumor, associated with low long-term survival. Nanoparticles (NPs) developed against GBM are a promising strategy to improve current therapies, by enhancing the brain delivery of active molecules and reducing off-target effects. In particular, NPs hold high potential for the targeted delivery of chemotherapeutics both across the blood-brain barrier (BBB) and specifically to GBM cell receptors, pathways, or the tumor microenvironment (TME). In this review, the most recent strategies to deliver drugs to GBM are explored. The main focus is on how surface functionalizations are essential for BBB crossing and for tumor specific targeting. We give a critical analysis of the various ligand-based approaches that have been used to target specific cancer cell receptors and the TME, or to interfere with the signaling pathways of GBM. Despite the increasing application of NPs in the clinical setting, new methods for ligand and surface characterization are needed to optimize the synthesis, as well as to predict their in vivo behavior. An expert opinion is given on the future of this research and what is still missing to create and characterize a functional NP system for improved GBM targeting.
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Affiliation(s)
- Francesca Rodà
- Clinical and Experimental Medicine, University of Modena and Reggio Emilia, 41125 Modena, Italy
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 20148 Milan, Italy
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Riccardo Caraffi
- Clinical and Experimental Medicine, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | | | - Giovanni Tosi
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Maria Angela Vandelli
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Barbara Ruozi
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Marzia Bedoni
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, 20148 Milan, Italy
| | - Ilaria Ottonelli
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Jason Thomas Duskey
- Nanotech Lab, TE.FAR.T.I., Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
- Correspondence: ; Tel.: +39-0592058573
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23
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Discovery of Bis-Imidazoline Derivatives as New CXCR4 Ligands. Molecules 2023; 28:molecules28031156. [PMID: 36770826 PMCID: PMC9920567 DOI: 10.3390/molecules28031156] [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: 12/21/2022] [Revised: 01/17/2023] [Accepted: 01/20/2023] [Indexed: 01/26/2023] Open
Abstract
The chemokine receptor CXCR4 and its ligand CXCL12 regulate leukocyte trafficking, homeostasis and functions and are potential therapeutic targets in many diseases such as HIV-1 infection and cancers. Here, we identified new CXCR4 ligands in the CERMN chemical library using a FRET-based high-throughput screening assay. These are bis-imidazoline compounds comprising two imidazole rings linked by an alkyl chain. The molecules displace CXCL12 binding with submicromolar potencies, similarly to AMD3100, the only marketed CXCR4 ligand. They also inhibit anti-CXCR4 mAb 12G5 binding, CXCL12-mediated chemotaxis and HIV-1 infection. Further studies with newly synthesized derivatives pointed out to a role of alkyl chain length on the bis-imidazoline properties, with molecules with an even number of carbons equal to 8, 10 or 12 being the most potent. Interestingly, these differ in the functions of CXCR4 that they influence. Site-directed mutagenesis and molecular docking predict that the alkyl chain folds in such a way that the two imidazole groups become lodged in the transmembrane binding cavity of CXCR4. Results also suggest that the alkyl chain length influences how the imidazole rings positions in the cavity. These results may provide a basis for the design of new CXCR4 antagonists targeting specific functions of the receptor.
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Khan SU, Khan MU, Gao Y, Khan MI, Puswal SM, Zubair M, Khan MA, Farwa R, Gao S, Ali R, Hussain N. Unique therapeutic potentialities of exosomes based nanodrug carriers to target tumor microenvironment in cancer therapy. OPENNANO 2022. [DOI: 10.1016/j.onano.2022.100091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
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