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Wang Z, Gao Z, Yang YF, Liu B, Yu F, Ye HM, Lei M, Wu X. The functions and clinical implications of hsa_circ_0032462-miR-488-3p-SLC7A1 axis in human osteosarcoma. Bone 2025; 191:117333. [PMID: 39566705 DOI: 10.1016/j.bone.2024.117333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 11/03/2024] [Accepted: 11/16/2024] [Indexed: 11/22/2024]
Abstract
BACKGROUND Osteosarcoma, as the most common primary malignant bone tumor, has become one of the main causes of cancer-related deaths in adolescents and children. This study thus proposes new biomarkers for OS based on whole-transcriptome re-analysis and experimental confirmation. METHODS We find two circRNA dataset related to OS, from tissue and cell perspectives respectively, from the GEO database. Analysis of the tumor group and control group data used GEO2R, to obtain the differentially expressed (DE) circRNAs and take the intersection. The downstream miRNAs were predicted and subsequently the targeted mRNAs for these miRNAs were collected. These targeted mRNAs intersected with prognostic mRNAs reported in previous literature. CircRNA/miRNA/mRNA and circRNA/miRNA/mRNA/key pathway networks were constructed and GO and KEGG analyses were done. The prognostic values of hsa_circ_0032462, miR-488-3p, and SLC7A were confirmed in OS using Kaplan-Meier analyses and univariate/multivariate analyses. And the cellular functions of these three factors in OS were further explored through cell experiments. RESULTS Five DEcircRNAs were obtained, targeting 42 miRNAs and linking 67 prognostic-related mRNA. GO analysis and KEGG analysis indicate that the mRNAs in the network were involved in various biological processes and signaling pathways related to OS. The luciferase report validated the targeting relationship of hsa_circ_0032462, miR-488-3p, and SLC7A. Cell survival, migration, and invasion experiments found that hsa_circ_0032462 and SLC7A promoted OS, while miR-488-3p inhibited OS. CONCLUSION Aberrantly expressed circRNAs in OS are involved in OS progression via the ceRNA network. Hsa_circ_0032462-miR-488-3p-SLC7A1 axis can be developed to be alternative therapeutic targets for OS.
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Affiliation(s)
- Ziyi Wang
- Department of Orthopedics, ShanXi Bethune Hospital, Taiyuan 030000, China
| | - Zhenyuan Gao
- Medical Oncology, The First Affiliated Hospital of Bengbu Medical University, Bengbu 233004, China
| | - Yi-Fei Yang
- Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong, China; National and Local Joint Engineering Research Center for Orthopedic Biomaterials, Shenzhen 518036, Guangdong, China; Shenzhen Key Laboratory of Orthopaedic Diseases and Biomaterials Research, Shenzhen 518036, Guangdong, China
| | - Bi Liu
- Department of Orthopedics, Shenzhen People's Hospital, Shenzhen 518020, Guangdong, China; The Second Clinical Medical College, Jinan University, Shenzhen 518020, Guangdong, China; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, Guangdong, China
| | - Fei Yu
- Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong, China; National and Local Joint Engineering Research Center for Orthopedic Biomaterials, Shenzhen 518036, Guangdong, China; Shenzhen Key Laboratory of Orthopaedic Diseases and Biomaterials Research, Shenzhen 518036, Guangdong, China
| | - Hai-Ming Ye
- Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong, China; National and Local Joint Engineering Research Center for Orthopedic Biomaterials, Shenzhen 518036, Guangdong, China; Shenzhen Key Laboratory of Orthopaedic Diseases and Biomaterials Research, Shenzhen 518036, Guangdong, China
| | - Ming Lei
- Department of Bone and Joint Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, Guangdong, China; National and Local Joint Engineering Research Center for Orthopedic Biomaterials, Shenzhen 518036, Guangdong, China; Shenzhen Key Laboratory of Orthopaedic Diseases and Biomaterials Research, Shenzhen 518036, Guangdong, China.
| | - Xiaoming Wu
- Department of Orthopedics, Affiliated Hospital of Hebei University, Baoding 071000, China.
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Jiang L, Wang J, Liu Z, Zhang Q, Yang XL. Seryl-tRNA synthetase inhibits Wnt signaling and breast cancer progression and metastasis. FASEB J 2025; 39:e70294. [PMID: 39760229 DOI: 10.1096/fj.202401720r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 12/06/2024] [Accepted: 12/23/2024] [Indexed: 01/07/2025]
Abstract
Tumors require ample protein synthesis to grow, and aminoacyl-tRNA synthetases, as critical translation factors, are expected to support cancer progression. Unexpectedly, overexpression of seryl-tRNA synthetase (SerRS) suppresses primary tumor growth of breast cancer. However, the effects of SerRS on metastasis have not been studied. We observe a decrease in SerRS expression in breast cancer patient metastases compared with matched primary tumors, suggesting an inhibitory role of SerRS in metastasis. Through mouse metastasis models using breast cancer cell lines overexpressing SerRS, we show that SerRS impedes not only primary tumor growth but also establishment of metastases, and the effect of SerRS on metastasis can be independent of its impact on the primary tumor. SerRS also inhibits tumor growth with induced, post-tumor-onset overexpression, demonstrating its potential as an anticancer therapeutic. Tumor RNA-seq analysis identified Wnt signaling among the top SerRS-regulated pathways. Using cell-based studies, we confirm SerRS suppresses Wnt signaling and metastatic processes in breast cancer cells. To the best of our knowledge, this is the first study to show a component of the translation machinery can act as both a tumor and metastasis suppressor.
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Affiliation(s)
- Lei Jiang
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
| | - Justin Wang
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
| | - Ze Liu
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
| | - Qian Zhang
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
| | - Xiang-Lei Yang
- Department of Molecular Medicine, Scripps Research Institute, La Jolla, California, USA
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3
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Gutierrez S, Boada MD. NK1 receptor blockade disrupts microtumor growth and aggregation in a three-dimensional murine breast cancer model. Neuropeptides 2025; 109:102479. [PMID: 39591909 DOI: 10.1016/j.npep.2024.102479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 10/08/2024] [Accepted: 10/14/2024] [Indexed: 11/28/2024]
Abstract
Several data indicate that Substance P (SP) neurokinin type 1 receptor (NK1R) is at the center of the interaction between cancer cells and peripheral sensory neurons. Selecting the appropriate cancer cell line and its susceptibility to being modulated by NK1 antagonists are critical to studying this complex interaction. In the current study, we have focused on this selection by comparing several aspects of the triple-negative breast cancer (TNBC) cell line (MDA-MB-231LUC+) with a modified murine cell line (E0771LUC+), both expressing luciferase. This comparison was made using several methods, SP stimulation and 3D cell culture models, to better reproduce the heterogenous microenvironment of solid tumors observed in vivo. Furthermore, the susceptibility of the murine cell line (E0771LUC+) to NK1R antagonist (Aprepitant) was tested. Our results indicate that E0771LUC+ recapitulates several essential aspects of the human cell line, rendering this murine line ideal to be used on immune-competent animals during in vivo studies. We have also found that both cell lines are susceptible to SP stimulation, and their proliferation is disrupted by NK1R antagonists (Aprepitant). In vivo studies are required to verify and refine these findings.
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Affiliation(s)
- Silvia Gutierrez
- Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - M Danilo Boada
- Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
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4
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Cheng Z, Lu J, Chen Y, Cao W, Shao Q. The role of CD101 and Tim3 in the immune microenvironment of gastric cancer and their potential as prognostic biomarkers. Int Immunopharmacol 2024; 146:113835. [PMID: 39700955 DOI: 10.1016/j.intimp.2024.113835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/08/2024] [Accepted: 12/09/2024] [Indexed: 12/21/2024]
Abstract
BACKGROUND Gastric cancer (GC) is a prevalent malignancy. Current treatment modalities, including surgery, chemotherapy, radiotherapy, and targeted therapy, have limitations in early detection and personalized treatment, necessitating the discovery of novel biomarkers and therapeutic strategies. This study aims to elucidate the molecular mechanisms underlying GC, focusing on the differentially expressed genes (DEGs) of CD101- Tim3+ CD8+ T cells (CCT precursors) and CD101+ Tim3+ CD8+ T cells (CCT). METHODS Utilizing a multi-omics approach, including transcriptomic sequencing, single-cell RNA sequencing, cell communication analysis, and enrichment analysis. RESULTS We identified 140 genes significantly associated with overall survival in GC patients, including LYAR, ASCL2, and EMP2. A risk score model based on 14 prognostic genes was constructed, demonstrating a significant inverse correlation with survival time (p < 0.05). Immune response analysis indicated decreased infiltration of Activated B cells, CD56bright natural killer cells, and Monocytes in the high-risk group, while CD56dim natural killer cells and Gamma delta T cells were significantly increased, suggesting alterations in the immune microenvironment that influence patient prognosis. Furthermore, drug sensitivity analysis revealed potential responsiveness of high-risk patients to BI-2536, supporting personalized treatment approaches. Cell communication analysis indicated reduced intercellular interactions in PD-1 immunotherapy groups, highlighting the impact of immunotherapy on the tumor microenvironment. GSEA (Gene Set Enrichment Analysis) and GSVA (Gene Set Variation Analysis) revealed enrichment in DNA replication and proteasome pathways in high-risk groups, providing insights into the molecular mechanisms of GC. CONCLUSIONS This study established a foundation for future exploration of targeted therapies and personalized treatment strategies in GC.
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Affiliation(s)
- Zhouyang Cheng
- Department of General Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Junfen Lu
- Department of Chemotherapy, Afliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu, China
| | - Yaping Chen
- Department of Chemotherapy, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Wei Cao
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.
| | - Qi Shao
- Department of Chemotherapy, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China.
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Hassan MS, Irfan HM, Alamgeer, Sarwar M, Jabbar Z, Nawaz S. Emerging therapeutic frontiers in prostate health: Novel molecular targets and classical pathways in comparison with BPH and prostate cancer. Crit Rev Oncol Hematol 2024; 206:104590. [PMID: 39647642 DOI: 10.1016/j.critrevonc.2024.104590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 11/30/2024] [Accepted: 12/01/2024] [Indexed: 12/10/2024] Open
Abstract
Current therapeutic strategies for benign prostatic hyperplasia (BPH) and prostate cancer focus mainly on androgen receptors (AR) and 5-alpha reductase inhibition to suppress androgen-driven prostate growth. However, these methods often result in side effects and resistance. Recent research identifies novel targets like integrin and cadherin inhibitors, gene regulation, microRNAs, cellular senescence, and metabolomics pathways to overcome these limitations. These innovations offer more personalized approaches with potentially fewer adverse effects and reduced resistance compared to traditional androgen-focused therapies. Novel target sites and pathways, either suppressed or overexpressed, offer control points for modulating signaling in prostate diseases, suggesting future potential for treatment through innovative exogenous substances. Data was compiled from Google Scholar, PubMed, and Google to highlight the comparative potential of these emerging methods in enhancing treatment efficacy for prostate health.
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Affiliation(s)
- Muhammad Sajjad Hassan
- Department of Pharmacology, College of Pharmacy, University of Sargodha, Sargodha, Punjab 40100, Pakistan.
| | - Hafiz Muhammad Irfan
- Department of Pharmacology, College of Pharmacy, University of Sargodha, Sargodha, Punjab 40100, Pakistan.
| | - Alamgeer
- Punjab University College of Pharmacy, University of the Punjab Lahore, Punjab, Pakistan
| | - Muavia Sarwar
- Department of Pharmacology, College of Pharmacy, University of Sargodha, Sargodha, Punjab 40100, Pakistan
| | - Zeeshan Jabbar
- Department of Pharmacology, College of Pharmacy, University of Sargodha, Sargodha, Punjab 40100, Pakistan
| | - Shoaib Nawaz
- Department of Pharmacy, The University of Lahore, Sargodha campus, Sargodha, Punjab, Pakistan.
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Bao Z, Li X, Xu P, Zan X. Gene expression ranking change based single sample pre-disease state detection. Front Genet 2024; 15:1509769. [PMID: 39698468 PMCID: PMC11652538 DOI: 10.3389/fgene.2024.1509769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Accepted: 11/18/2024] [Indexed: 12/20/2024] Open
Abstract
Introduction To prevent disease, it is of great importance to detect the critical point (pre-disease state) when the biological system abruptly transforms from normal to disease state. However, rapid and accurate pre-disease state detection is still a challenge when there is only a single sample available. The state transition of the biological system is driven by the variation in regulations between genes. Methods In this study, we propose a rapid single-sample pre-disease state-identifying method based on the change in gene expression ranking, which can reflect the coordinated shifts between genes, that is, S-PCR. The R codes of S-PCR can be accessed at https://github.com/ZhenshenBao/S-PCR. Results This model-free method is validated by the successful identification of pre-disease state for both simulated and five real datasets. The functional analyses of the pre-disease state-related genes identified by S-PCR also demonstrate the effectiveness of this computational approach. Furthermore, the time efficiency of S-PCR is much better than that of its peers. Discussion Hence, the proposed S-PCR approach holds immense potential for clinical applications in personalized disease diagnosis.
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Affiliation(s)
- Zhenshen Bao
- School of Information Engineering, Taizhou University, Taizhou, Jiangsu, China
| | - Xianbin Li
- School of Computer and Big Data Science, Jiujiang University, Jiujiang, Jiangxi, China
| | - Peng Xu
- Institute of computational science and technology, Guangzhou University, Guangzhou, Guangdong, China
| | - Xiangzhen Zan
- School of Cultural and Creative Trade, Shenzhen Pengcheng Technician College, Shenzhen, Guangdong, China
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7
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Feng X, Cao F, Wu X, Xie W, Wang P, Jiang H. Targeting extracellular matrix stiffness for cancer therapy. Front Immunol 2024; 15:1467602. [PMID: 39697341 PMCID: PMC11653020 DOI: 10.3389/fimmu.2024.1467602] [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: 07/20/2024] [Accepted: 11/06/2024] [Indexed: 12/20/2024] Open
Abstract
The physical characteristics of the tumor microenvironment (TME) include solid stress, interstitial fluid pressure, tissue stiffness and microarchitecture. Among them, abnormal changes in tissue stiffness hinder drug delivery, inhibit infiltration of immune killer cells to the tumor site, and contribute to tumor resistance to immunotherapy. Therefore, targeting tissue stiffness to increase the infiltration of drugs and immune cells can offer a powerful support and opportunities to improve the immunotherapy efficacy in solid tumors. In this review, we discuss the mechanical properties of tumors, the impact of a stiff TME on tumor cells and immune cells, and the strategies to modulate tumor mechanics.
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Affiliation(s)
- Xiuqin Feng
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Fujun Cao
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiangji Wu
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wenyan Xie
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ping Wang
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Hong Jiang
- Department of Biotherapy, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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8
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Huang C, Murgulet I, Liu L, Zhang M, Garcia K, Martin L, Xu W. The effects of perfluorooctanoic acid on breast cancer metastasis depend on the phenotypes of the cancer cells: An in vivo study with zebrafish xenograft model. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 362:124975. [PMID: 39293659 DOI: 10.1016/j.envpol.2024.124975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 09/03/2024] [Accepted: 09/14/2024] [Indexed: 09/20/2024]
Abstract
Per- and polyfluorinated substances (PFAS) have been associated with numerous human diseases. Recent in vitro studies have implicated the association of PFAS with an increased risk of breast cancer in humans. This study aimed to assess the toxic effects of PFAS during the development of human breast cancer using a zebrafish xenograft model. Perfluorooctanoic acid (PFOA) was used as a PFAS chemical of interest for this study. Two common breast cancer cell lines, MCF-7 and MDA-MB-231, were used to represent the diversity of breast cancer phenotypes. Human preadipocytes were co-implanted with the breast cancer cells into the zebrafish embryos to optimize the microenvironment for tumor cells in vivo. With this modified model, we evaluated the potential effects of the PFOA on the metastatic potential of the two types of breast cancer cells. The presence of human preadipocytes resulted in an enhancement to the metastasis progress of the two types of cells, including the promotion of cell in vivo migration and proliferation, and the increased expression levels of metastatic biomarkers. The enhancement of MCF-7 proliferation by preadipocytes was observed after 2 days post injection (dpi) while the increase of MDA-MB-231 proliferation was seen after 6 dpi. The breast cancer metastatic biomarkers, cadherin 1 (cdh1), and small breast epithelial mucin (sbem) genes demonstrated significant down- and upregulations respectively, by the co-injection of preadipocytes. In the optimized xenograft model, the PFOA consistently promoted cell proliferation and migration and altered the metastatic biomarker expression in MCF-7, which suggested a metastatic effect of PFOA on MCF-7. However, those effects were not consistently observed in MDA-MB-231. The presence of the preadipocytes in the xenograft model may provide a necessary microenvironment for the progress of tumor cells in zebrafish embryos. The finding suggested that the impacts of PFOA exposure on different phenotypes of breast cancers may differ.
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Affiliation(s)
- Chi Huang
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States
| | - Ioana Murgulet
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States; Department of BioSciences, Rice University, 6100 Main St., Houston, TX, 77005, United States
| | - Linda Liu
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States
| | - Mona Zhang
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States
| | - Kaitlin Garcia
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States
| | - Leisha Martin
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States
| | - Wei Xu
- Department of Life Sciences, College of Science, Texas A&M University - Corpus Christi, Corpus Christi, TX, 78412, United States.
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Gandhi AK, Huang YH, Sun ZYJ, Kim WM, Kondo Y, Hanley T, Beauchemin N, Blumberg RS. Structural aspects of CEACAM1 interactions. Eur J Clin Invest 2024; 54 Suppl 2:e14357. [PMID: 39555955 DOI: 10.1111/eci.14357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 11/03/2024] [Indexed: 11/19/2024]
Abstract
Carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM1) is a membrane protein that plays an important role in a variety of immune and non-immune functions. Such functions are regulated by its activity as a homophilic ligand but also through its ability to interact as a heterophilic ligand with various host proteins. These include CEACAM5, T cell immunoglobulin-mucin like protein-3 (TIM-3) and, potentially, protein death protein 1 (PD-1). Furthermore, CEACAM1 is targeted by various pathogens to allow them to invade a host and bypass an effective immune response. Clinically, CEACAM1 plays an important role in infectious diseases, autoimmunity and cancer. In this review, we describe the structural basis for CEACAM1 interactions as a homophilic and heterophilic ligand. We discuss the regulation of its monomeric, dimeric and oligomeric states in cis and trans binding as well as the consequences for eliciting downstream signalling activities. Furthermore, we explore the potential role of avidity in determining CEACAM1's activities.
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Affiliation(s)
- Amit K Gandhi
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yu-Hwa Huang
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Zhen-Yu J Sun
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Walter M Kim
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yasuyuki Kondo
- Division of Gastroenterology, Department of Internal Medicine, Graduate School of Medicine, Kobe University, Kobe, Japan
| | - Thomas Hanley
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicole Beauchemin
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, Canada
| | - Richard S Blumberg
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Zhang Y, Zhang Q, Li C, Zhou Z, Lei H, Liu M, Zhang D. Advances in cell membrane-based biomimetic nanodelivery systems for natural products. Drug Deliv 2024; 31:2361169. [PMID: 38828914 PMCID: PMC11149581 DOI: 10.1080/10717544.2024.2361169] [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: 06/08/2023] [Accepted: 05/14/2024] [Indexed: 06/05/2024] Open
Abstract
Active components of natural products, which include paclitaxel, curcumin, gambogic acid, resveratrol, triptolide and celastrol, have promising anti-inflammatory, antitumor, anti-oxidant, and other pharmacological activities. However, their clinical application is limited due to low solubility, instability, low bioavailability, rapid metabolism, short half-life, and strong off-target toxicity. To overcome these drawbacks, cell membrane-based biomimetic nanosystems have emerged that avoid clearance by the immune system, enhance targeting, and prolong drug circulation, while also improving drug solubility and bioavailability, enhancing drug efficacy, and reducing side effects. This review summarizes recent advances in the preparation and coating of cell membrane-coated biomimetic nanosystems and in their applications to disease for targeted natural products delivery. Current challenges, limitations, and prospects in this field are also discussed, providing a research basis for the development of multifunctional biomimetic nanosystems for natural products.
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Affiliation(s)
- Yifeng Zhang
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Qian Zhang
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Chunhong Li
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Ziyun Zhou
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Hui Lei
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Minghua Liu
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
| | - Dan Zhang
- School of Pharmacy, Southwest Medical University, Luzhou, P. R. China
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11
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Li M, Chen L, Wang M, Huang X, Ke Q, Hu C. Curcumin alleviates the aggressiveness of breast cancer through inhibiting cell adhesion mediated by TEAD4-fibronectin axis. Biochem Pharmacol 2024; 232:116690. [PMID: 39617209 DOI: 10.1016/j.bcp.2024.116690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 10/14/2024] [Accepted: 11/28/2024] [Indexed: 12/15/2024]
Abstract
Breast cancer (BC) ranks first among women in the world and metastasis is the main reason of cancer death. TEA domain transcription factor 4 (TEAD4) plays an important role in TEAD family members in the Hippo signaling pathway, and its pro-cancer effect is gradually being discovered, but little is known about the mechanism of TEAD4 regulating tumor adhesion and metastasis. Curcumin is an active polyphenol compound with anti-inflammatory and anti-tumor properties. However, its effects and the underlying mechanisms on BC metastasis remain unknown. Here, we show that curcumin reduced the abilities of migration and invasion of BC cells as well as lung metastasis of BC in nude mice by TEAD4 induced. TEAD4 could regulate the transcription level of adhesion molecule Fibronectin (FN1), which is an important component of extracellular matrix participating in tumor cell adhesion and migration processes, and the binding of TEAD4 to the FN1 promoter was suppressed by curcumin. Furthermore, the metastatic mobility was significantly reduced in FN1 knockout BC cells, and FN1 knockout can reverse metastatic potential of TEAD4 overexpressed cells. Our work demonstrates that TEAD4 can promote cell adhesion and migration by binding with FN1 promoter and suggests that TEAD4-FN1 axis in tumor microenvironment is expected to become a potential target for alleviating metastasis of BC of curcumin. Abbreviations: Breast cancer (BC); Bicinchoninic acid (BCA); Bovine Serum Albumin (BSA); Curcumin at 20 μM (Cur20) and 30 μM (Cur30); Dimethyl -sulfoxide (DMSO); Dulbecco's Modified Eagle's Medium (DMEM); Extracellular Matrix (ECM); Fetal bovine serum (FBS); Fibronectin (FN1); Immunohistochemical (IHC); Minimum Essential Medium (MEM); The negative control with infected blank lentivirus (NC); Phenylmethanesulfonyl fluoride (PMSF); Polyvinylidene difluoride (PVDF); Real-time quantitative reverse transcription (RT-qPCR); single guide RNA (sgRNA); short hairpin RNA (shRNA); Human TEAD4 shRNA (shTEAD4); Transcriptional coactivator with PDZ-binding motif (TAZ); TEA domain transcription factor 4 (TEAD4); TEAD4 overexpressed (TEAD4-OE); Vascular endothelial growth factor (VEGF); Yes-associated protein (YAP).
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Affiliation(s)
- Mengjie Li
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Lihua Chen
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Miao Wang
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Xia Huang
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Qiaodan Ke
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Chenxia Hu
- School of Pharmaceutical Science, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China.
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12
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Weerasinghe HN, Burrage PM, Jr DVN, Burrage K. Agent-based modeling for the tumor microenvironment (TME). MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2024; 21:7621-7647. [PMID: 39696854 DOI: 10.3934/mbe.2024335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
Cancer is a disease that arises from the uncontrolled growth of abnormal (tumor) cells in an organ and their subsequent spread into other parts of the body. If tumor cells spread to surrounding tissues or other organs, then the disease is life-threatening due to limited treatment options. This work applies an agent-based model to investigate the effect of intra-tumoral communication on tumor progression, plasticity, and invasion, with results suggesting that cell-cell and cell-extracellular matrix (ECM) interactions affect tumor cell behavior. Additionally, the model suggests that low initial healthy cell densities and ECM protein densities promote tumor progression, cell motility, and invasion. Furthermore, high ECM breakdown probabilities of tumor cells promote tumor invasion. Understanding the intra-tumoral communication under cellular stress can potentially lead to the design of successful treatment strategies for cancer.
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Affiliation(s)
- Hasitha N Weerasinghe
- School of Mathematical Sciences, Queensland University of Technology, Queensland, Brisbane, Australia
| | - Pamela M Burrage
- School of Mathematical Sciences, Queensland University of Technology, Queensland, Brisbane, Australia
| | - Dan V Nicolau Jr
- School of Immunology and Microbial Sciences, King's College London, London, United Kingdom
| | - Kevin Burrage
- School of Mathematical Sciences, Queensland University of Technology, Queensland, Brisbane, Australia
- Department of Computer Science, University of Oxford, United Kingdom
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13
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Oda H, Nishiguchi S, Song C, Murata K, Uchihashi T, Suzuki Y. Nanoscale Visualization of Drosophila E-cadherin Ectodomain Fragments and Their Interactions Using DNA Origami Nanoblocks. J Mol Biol 2024; 437:168875. [PMID: 39581222 DOI: 10.1016/j.jmb.2024.168875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 11/03/2024] [Accepted: 11/18/2024] [Indexed: 11/26/2024]
Abstract
The adhesive function of cell surface proteins can be visually assessed through direct observation; however, the underlying structures that mediate adhesion typically remain invisible at the nanoscale level. This hinders knowledge on the diversity of molecular architectures responsible for cell-cell adhesion. Drosophila E-cadherin (DE-cadherin), a classical cadherin with a unique domain structure, demonstrates adhesive function; however, it lacks a structural model that explains its adhesion mechanism. Here, we present a novel application of DNA origami technology to create a cell-free, flat environment in which full DE-cadherin ectodomains are anchored using SNAP-tags and biotin-streptavidin interactions. DNA origami was assembled into a 120 nm long block, bearing 5 or 14 biotin:streptavidin sites that were evenly spaced on one lateral face. DE-cadherin ectodomain fragments were attached via biotinylated SNAP-tags. These decorated DNA origami nanoblocks were subjected to transmission electron and high-speed atomic force microscopy, which revealed a hinge-like site that separated the membrane-distal and -proximal portions of the DE-cadherin ectodomain, suggesting a role in mechanical flexibility. We also observed interactions between DE-cadherin ectodomains via their membrane-distal portions on single DNA origami nanoblocks. We reconstituted an adhesion-like process via pairing DNA origami nanoblocks using DE-cadherin ectodomain interactions. Homophilic associations of functional DE-cadherin ectodomains between the paired DNA origami nanoblocks were visualized at the nanoscale, displaying strand-like molecular configurations, likely representing the extracellular cadherin repeats without regular arrays of structural elements. This study introduces a DNA origami-based platform for reconstituting and visualizing cadherin ectodomain interactions, with potential applications for a broader range of adhesion molecules.
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Affiliation(s)
- Hiroki Oda
- Laboratory of Evolutionary Cell and Developmental Biology, JT Biohistory Research Hall, 1-1 Murasaki-cho, Takatsuki, Osaka 569-1125, Japan; Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1 Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan.
| | - Shigetaka Nishiguchi
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, 5-1 Higashiyama, Myodaiji, Okazaki, Aichi 444-8787, Japan
| | - Chihong Song
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan; National Institute for Physiological Sciences, National Institutes of Natural Sciences, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan; Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), 38 Nishigonaka, Myodaiji, Okazaki, Aichi, 444-8585, Japan
| | - Kazuyoshi Murata
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan; National Institute for Physiological Sciences, National Institutes of Natural Sciences, 38 Nishigonaka, Myodaiji, Okazaki, Aichi 444-8585, Japan; Department of Physiological Sciences, School of Life Science, The Graduate University for Advanced Studies (SOKENDAI), 38 Nishigonaka, Myodaiji, Okazaki, Aichi, 444-8585, Japan
| | - Takayuki Uchihashi
- Exploratory Research Center on Life and Living Systems, National Institutes of Natural Sciences, 5-1 Higashiyama, Myodaiji, Okazaki, Aichi 444-8787, Japan; Department of Physics, Graduate School of Science, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi 464-8602, Japan
| | - Yuki Suzuki
- Department of Applied Chemistry, Graduate School of Engineering, Mie University, 1577 Kurimamachiya-cho, Tsu, Mie 514-8507, Japan
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Ju S, Singh MK, Han S, Ranbhise J, Ha J, Choe W, Yoon KS, Yeo SG, Kim SS, Kang I. Oxidative Stress and Cancer Therapy: Controlling Cancer Cells Using Reactive Oxygen Species. Int J Mol Sci 2024; 25:12387. [PMID: 39596452 PMCID: PMC11595237 DOI: 10.3390/ijms252212387] [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: 09/26/2024] [Revised: 10/31/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
Cancer is a multifaceted disease influenced by various mechanisms, including the generation of reactive oxygen species (ROS), which have a paradoxical role in both promoting cancer progression and serving as targets for therapeutic interventions. At low concentrations, ROS serve as signaling agents that enhance cancer cell proliferation, migration, and resistance to drugs. However, at elevated levels, ROS induce oxidative stress, causing damage to biomolecules and leading to cell death. Cancer cells have developed mechanisms to manage ROS levels, including activating pathways such as NRF2, NF-κB, and PI3K/Akt. This review explores the relationship between ROS and cancer, focusing on cell death mechanisms like apoptosis, ferroptosis, and autophagy, highlighting the potential therapeutic strategies that exploit ROS to target cancer cells.
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Affiliation(s)
- Songhyun Ju
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
- Department of Biomedical Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Manish Kumar Singh
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Sunhee Han
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
- Department of Biomedical Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Jyotsna Ranbhise
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
- Department of Biomedical Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Joohun Ha
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Wonchae Choe
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Kyung-Sik Yoon
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Seung Geun Yeo
- Department of Otorhinolaryngology—Head and Neck Surgery, College of Medicine, Kyung Hee University Medical Center, Kyung Hee University, Seoul 02453, Republic of Korea;
| | - Sung Soo Kim
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Insug Kang
- Department of Biochemistry and Molecular Biology, School of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea; (S.J.); (M.K.S.); (S.H.); (J.R.); (J.H.); (W.C.); (K.-S.Y.)
- Biomedical Science Institute, Kyung Hee University, Seoul 02447, Republic of Korea
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15
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Cheng YY, Worley BL, Javed Z, Elhaw AT, Tang PW, Al-Saad S, Kamlapurkar S, White S, Uboveja A, Mythreye K, Aird KM, Czyzyk TA, Hempel N. Loss of the predicted cell adhesion molecule MPZL3 promotes EMT and chemoresistance in ovarian cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.14.623672. [PMID: 39605523 PMCID: PMC11601277 DOI: 10.1101/2024.11.14.623672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Myelin protein zero-like 3 (MPZL3) is an Immunoglobulin-containing transmembrane protein with predicted cell adhesion molecule function. Loss of 11q23, where the MPZL3 gene resides, is frequently observed in cancer, and MPZL3 copy number alterations are frequently detected in tumor specimens. Yet the role and consequences of altered MPZL3 expression have not been explored in tumor development and progression. We addressed this in ovarian cancer, where both MPZL3 amplification and deletions are observed in respective subsets of high-grade serous specimens. While high and low MPZL3 expressing populations were similarly observed in primary ovarian tumors from an independent patient cohort, metastatic omental tumors largely displayed decreased MPZL3 expression, suggesting that MPZL3 loss is associated with metastatic progression. MPZL3 knock-down leads to strong upregulation of vimentin and an EMT gene signature that is associated with poor patient outcomes. Moreover, MPZL3 is necessary for homotypic cancer cell adhesion, and decreasing MPZL3 expression enhances invasion and clearance of mesothelial cell monolayers. In addition, MPZL3 loss abrogated cell cycle progression and proliferation. This was associated with increased resistance to Cisplatin and Olaparib and reduced DNA damage and apoptosis in response to these agents. Enhanced Cisplatin resistance was further validated in vivo . These data demonstrate for the first time that MPZL3 acts as an adhesion molecule and that MPZL3 loss results in EMT, decreased proliferation, and drug resistance in ovarian cancer. Our study suggests that decreased MPZL3 expression is a phenotype of ovarian cancer tumor progression and metastasis and may contribute to treatment failure in advanced-stage patients.
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16
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Wang Y, Li G, Wang H, Qi Q, Wang X, Lu H. Targeted therapeutic strategies for Nectin-4 in breast cancer: Recent advances and future prospects. Breast 2024; 79:103838. [PMID: 39577073 PMCID: PMC11616553 DOI: 10.1016/j.breast.2024.103838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 07/31/2024] [Accepted: 11/13/2024] [Indexed: 11/24/2024] Open
Abstract
Nectin-4 is a cell adhesion molecule which has gained more and more attention as a therapeutic target in cancer recently. Overexpression of Nectin-4 has been observed in various tumors, including breast cancer, and is associated with tumor progression. Enfortumab vedotin(EV)is an antibody-drug conjugate (ADC) targeting Nectin-4, which has been approved by FDA for the treatment of urothelial carcinoma. Notably, Nectin-4 was also investigated as a target for breast cancer in preclinical and clinical settings. Nectin-4-targeted approaches, such as ADCs, oncolytic viruses, photothermal therapy and immunotherapy, have shown promising results in early-phase clinical trials. These therapies offer novel strategies for delivering targeted treatments to Nectin-4-expressing cancer cells, enhancing treatment efficacy and minimizing off-target effects. In conclusion, this review aims to provide an overview of the latest advances in understanding the role of Nectin-4 in breast cancer and discuss the future development prospects of Nectin-4 targeted agents.
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Affiliation(s)
- Yufei Wang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China; Laboratory of Cancer Biology, Key Lab of Biotherapy in Zhejiang, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China
| | - Guangliang Li
- Department of Medical Oncology (Breast Cancer), Zhejiang Cancer Hospital, Hangzhou, China
| | - Hanying Wang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China
| | - Quan Qi
- Department of Medical Oncology, Huzhou Central Hospital, Huzhou, China
| | - Xian Wang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China.
| | - Haiqi Lu
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China.
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17
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Grant CN, Wills CA, Liu X, Chen L, Liu Z, Wang HG. Identification of Contactin-1 as a Potential Biomarker and Therapeutic Target in Neuroblastoma. Biomedicines 2024; 12:2606. [PMID: 39595172 PMCID: PMC11591853 DOI: 10.3390/biomedicines12112606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 11/04/2024] [Accepted: 11/08/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Neuroblastoma is a common pediatric solid tumor with poor outcomes in high-risk patients. The identification of new therapeutic biomarkers is critical for the treatment of disease. METHODS An analysis of large publicly available datasets of tumor gene expression was performed. In vivo studies were performed to elucidate the role of contactin-1 (CNTN1) in tumor progression. RESULTS Expression of the glycoprotein CNTN1 is elevated in neuroblastoma compared to other tumor types. CNTN1 expression is higher in stage 1 and non-MYCN-amplified tumors, compared to more aggressive stage 4 and MYCN-amplified tumors. Moreover, high CNTN1 expression is associated with increased overall survival in neuroblastoma patients. In vivo studies demonstrate reduced metastasis in mice xenografted with CNTN1 knockout tumors compared to wildtype. CONCLUSIONS The results of this study suggest that CNTN1 is a potential biomarker and therapeutic target in neuroblastoma. Further investigation of CNTN1 could have significant clinical implications for improving neuroblastoma treatment.
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Affiliation(s)
- Christa N. Grant
- Division of Pediatric Surgery, Department of Surgery, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA
| | - Carson A. Wills
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA; (C.A.W.); (X.L.); (L.C.)
| | - Xiaoming Liu
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA; (C.A.W.); (X.L.); (L.C.)
| | - Longgui Chen
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA; (C.A.W.); (X.L.); (L.C.)
| | - Zhenqiu Liu
- Department of Public Health, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA;
| | - Hong-Gang Wang
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, The Pennsylvania State University College of Medicine, 500 University Drive, Hershey, PA 17033, USA; (C.A.W.); (X.L.); (L.C.)
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18
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Guan X, Bian Y, Guo Z, Zhang J, Cao Y, Li W, Wang W. Bidirectional Allostery Mechanism in Catch-Bond Formation of CD44 Mediated Cell Adhesion. J Phys Chem Lett 2024; 15:10786-10794. [PMID: 39432012 DOI: 10.1021/acs.jpclett.4c02598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Catch-bonds, whereby noncovalent ligand-receptor interactions are counterintuitively reinforced by tensile forces, play a major role in cell adhesion under mechanical stress. A basic prerequisite for catch-bond formation, as implicated in classic catch-bond models, is that force-induced remodeling of the ligand binding interface occurs prior to bond rupture. However, what strategy receptor proteins utilize to meet such specific kinetic control remains elusive. Here we report a bidirectional allostery mechanism of catch-bond formation based on theoretical and molecular dynamics simulation studies. Binding of ligand allosterically reduces the threshold force for unlocking of otherwise stably folded force-sensing element (i.e., forward allostery), so that a much smaller tensile force can trigger the conformational switching of receptor protein to high binding-strength state via backward allosteric coupling before bond rupture. Such bidirectional allostery fulfills the specific kinetic control required by catch-bond formation and is likely to be commonly utilized in cell adhesion. The essential thermodynamic and kinetic features of receptor proteins essential for catch-bond formation were identified.
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Affiliation(s)
- Xingyue Guan
- Wenzhou Key Laboratory of Biophysics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing 210093, China
| | - Yunqiang Bian
- Wenzhou Key Laboratory of Biophysics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
| | - Zilong Guo
- Wenzhou Key Laboratory of Biophysics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
| | - Jian Zhang
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing 210093, China
| | - Yi Cao
- Wenzhou Key Laboratory of Biophysics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing 210093, China
| | - Wenfei Li
- Wenzhou Key Laboratory of Biophysics, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing 210093, China
| | - Wei Wang
- Department of Physics, National Laboratory of Solid State Microstructure, Nanjing University, Nanjing 210093, China
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Wang S, Gao S, Lin S, Fang X, Zhang H, Qiu M, Zheng K, Ji Y, Xiao B, Zhang X. Integrated analysis of bulk and single-cell RNA sequencing reveals the impact of nicotinamide and tryptophan metabolism on glioma prognosis and immunotherapy sensitivity. BMC Neurol 2024; 24:419. [PMID: 39468708 PMCID: PMC11514892 DOI: 10.1186/s12883-024-03924-5] [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: 06/18/2024] [Accepted: 10/18/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Nicotinamide and tryptophan metabolism play important roles in regulating tumor synthesis metabolism and signal transduction functions. However, their comprehensive impact on the prognosis and the tumor immune microenvironment of glioma is still unclear. The purpose of this study was to investigate the association of nicotinamide and tryptophan metabolism with prognosis and immune status of gliomas and to develop relevant models for predicting prognosis and sensitivity to immunotherapy in gliomas. METHODS Bulk and single-cell transcriptome data from TCGA, CGGA and GSE159416 were obtained for this study. Gliomas were classified based on nicotinamide and tryptophan metabolism, and PPI network associated with differentially expressed genes was established. The core genes were identified and the risk model was established by machine learning techniques, including univariate Cox regression and LASSO regression. Then the risk model was validated with data from the CGGA. Finally, the effects of genes in the risk model on the biological behavior of gliomas were verified by in vitro experiments. RESULTS The high nicotinamide and tryptophan metabolism is associated with poor prognosis and high levels of immune cell infiltration in glioma. Seven of the core genes related to nicotinamide and tryptophan metabolism were used to construct a risk model, and the model has good predictive ability for prognosis, immune microenvironment, and response to immune checkpoint therapy of glioma. We also confirmed that high expression of TGFBI can lead to an increased level of migration, invasion, and EMT of glioma cells, and the aforementioned effect of TGFBI can be reduced by FAK inhibitor PF-573,228. CONCLUSIONS Our study evaluated the effects of nicotinamide and tryptophan metabolism on the prognosis and tumor immune microenvironment of glioma, which can help predict the prognosis and sensitivity to immunotherapy of glioma.
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Affiliation(s)
- Sen Wang
- Department of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Shen Gao
- School of Medical Technology, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China
- Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, 300211, China
| | - Shaochong Lin
- School of Medicine, Nankai University, Tianjin, 300071, China
| | - Xiaofeng Fang
- Department of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Haopeng Zhang
- Department of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Man Qiu
- Department of Neurosurgery, Xinyang Central Hospital, Xinyang, 464000, China
| | - Kai Zheng
- Department of Neurosurgery, Xianyang First People's Hospital, Xianyang, 712000, China
| | - Yupeng Ji
- Department of Cardiovascular Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Baijun Xiao
- Department of Neurosurgery, Pingshan People's Hospital, Shenzhen, 518118, China
| | - Xiangtong Zhang
- Department of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.
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20
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Wu S, Zhang J, Wang Y, Qin X, Zhang Z, Lu Z, Kim P, Zhou X, Huang L. metsDB: a knowledgebase of cancer metastasis at bulk, single-cell and spatial levels. Nucleic Acids Res 2024:gkae916. [PMID: 39436035 DOI: 10.1093/nar/gkae916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 09/18/2024] [Accepted: 10/18/2024] [Indexed: 10/23/2024] Open
Abstract
Cancer metastasis, the process by which tumour cells migrate and colonize distant organs from a primary site, is responsible for the majority of cancer-related deaths. Understanding the cellular and molecular mechanisms underlying this complex process is essential for developing effective metastasis prevention and therapy strategies. To this end, we systematically analysed 1786 bulk tissue samples from 13 cancer types, 988 463 single cells from 17 cancer types, and 40 252 spots from 45 spatial slides across 10 cancer types. The results of these analyses are compiled in the metsDB database, accessible at https://relab.xidian.edu.cn/metsDB/. This database provides insights into alterations in cell constitutions, cell relationships, biological pathways, molecular biomarkers, and drug responses during cancer metastasis at bulk, single-cell, and spatial levels. Users can perform cell or gene searches to obtain multi-view and multi-scale metastasis-related data. This comprehensive resource is invaluable for understanding the metastasis process and for designing molecular therapies.
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Affiliation(s)
- Sijia Wu
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
| | - Jiajin Zhang
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
| | - Yanfei Wang
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Xinyu Qin
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
| | - Zhaocan Zhang
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
| | - Zhennan Lu
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
| | - Pora Kim
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Xiaobo Zhou
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Liyu Huang
- School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, PR China
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21
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Zhou J, Zhang Y, Fu Y, Li Q, Zhang J, Liu X, Gu Z. Visualizing and quantifying dynamic cellular forces with photonic crystal hydrogels. NANOSCALE 2024; 16:19074-19085. [PMID: 39319561 DOI: 10.1039/d4nr02834a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
Cellular forces play a crucial role in numerous biological processes, including tissue development, morphogenesis, and disease progression. However, existing methods for detecting cellular forces, such as traction force microscopy and atomic force microscopy, often face limitations in terms of high throughput, real-time monitoring, and applicability to complex biological systems. In this study, we utilized a novel Photonic Crystal Cellular Force Microscopy (PCCFM) system to visualize and quantify dynamic cellular forces. This system consists of a conventional optical microscope and a photonic crystal substrate formed by the periodic arrangement of silica nanoparticles within polyacrylamide hydrogels. Taking MDCK cells and BMSCs as examples, we found that PCCFM can capture dynamic cellular forces with high spatial and temporal resolution during the cell adhesion, spread, proliferation, and osteogenic differentiation. The application of this technique revealed distinct force patterns in different cellular stages, offering insights into the interplay between cellular forces and morphological changes. By investigating the migration of cells from MDCK cyst fragments, we could gain significant insights into tumour cell migration behaviours. The real-time, high-throughput analysis of cellular biomechanics from the PCCFM system offers valuable information on the mechanisms of tumour metastasis, potentially guiding therapeutic development and improving disease treatment strategies.
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Affiliation(s)
- Jiankang Zhou
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Ying Zhang
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Yifu Fu
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Qiwei Li
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Jiajia Zhang
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Xiaojiang Liu
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
| | - Zhongze Gu
- State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
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22
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Liu Y, Lankadasari M, Rosiene J, Johnson KE, Zhou J, Bapat S, Chow-Tsang LFL, Tian H, Mastrogiacomo B, He D, Connolly JG, Lengel HB, Caso R, Dunne EG, Fick CN, Rocco G, Sihag S, Isbell JM, Bott MJ, Li BT, Lito P, Brennan CW, Bilsky MH, Rekhtman N, Adusumilli PS, Mayo MW, Imielinski M, Jones DR. Modeling lung adenocarcinoma metastases using patient-derived organoids. Cell Rep Med 2024; 5:101777. [PMID: 39413736 PMCID: PMC11513837 DOI: 10.1016/j.xcrm.2024.101777] [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: 02/13/2024] [Revised: 07/03/2024] [Accepted: 09/16/2024] [Indexed: 10/18/2024]
Abstract
Approximately 50% of patients with surgically resected early-stage lung cancer develop distant metastasis. At present, there is no in vivo metastasis model to investigate the biology of human lung cancer metastases. Using well-characterized lung adenocarcinoma (LUAD) patient-derived organoids (PDOs), we establish an in vivo metastasis model that preserves the biologic features of human metastases. Results of whole-genome and RNA sequencing establish that our in vivo PDO metastasis model can be used to study clonality and tumor evolution and to identify biomarkers related to organotropism. Investigation of the response of KRASG12C PDOs to sotorasib demonstrates that the model can examine the efficacy of treatments to suppress metastasis and identify mechanisms of drug resistance. Finally, our PDO model cocultured with autologous peripheral blood mononuclear cells can potentially be used to determine the optimal immune-priming strategy for individual patients with LUAD.
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Affiliation(s)
- Yuan Liu
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Manendra Lankadasari
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joel Rosiene
- Department of Pathology, New York University, New York, NY, USA
| | - Kofi E Johnson
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA; Tri-Institutional PhD Program in Computational Biology and Medicine, New York, NY, USA
| | - Juan Zhou
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Samhita Bapat
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lai-Fong L Chow-Tsang
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Huasong Tian
- Department of Pathology, New York University, New York, NY, USA
| | - Brooke Mastrogiacomo
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Di He
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - James G Connolly
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Harry B Lengel
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Raul Caso
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elizabeth G Dunne
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cameron N Fick
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Smita Sihag
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mathew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Bob T Li
- Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Piro Lito
- Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cameron W Brennan
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mark H Bilsky
- Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Natasha Rekhtman
- Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marty W Mayo
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, VA, USA
| | | | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Fiona and Stanley Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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23
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Sahebnasagh R, Deli H, Shadboorestan A, Vakili-Ghartavol Z, Salehi N, Komeili-Movahhed T, Azizi Z, Ghahremani MH. Identification of key lncRNAs associated with oxaliplatin resistance in colorectal cancer cells and isolated exosomes: From In-Silico prediction to In-Vitro validation. PLoS One 2024; 19:e0311680. [PMID: 39401197 PMCID: PMC11472961 DOI: 10.1371/journal.pone.0311680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 09/23/2024] [Indexed: 10/17/2024] Open
Abstract
One of the critical challenges in managing colorectal cancer (CRC) is the development of oxaliplatin (OXP) resistance. Long non-coding RNAs (lncRNAs) have a crucial role in CRC progression and chemotherapy resistance, with exosomal lncRNAs emerging as potential biomarkers. This study aimed to predict key lncRNAs involved in OXP-resistance using in-silico methods and validate them using RT-qPCR methods in CRC cells and their isolated exosomes. Two public datasets, GSE42387 and GSE119481, were downloaded from the GEO database to identify differentially expressed genes (DEGs) and miRNAs (DEmiRNAs) associated with OXP-resistance in the HCT116 cell line. The analysis of GSE42387 revealed 210 DEGs, and GSE119481 identified 73 DEmiRNAs. A protein-protein interaction (PPI) network analysis of the DEGs identified 133 interconnected genes, from which the top ten genes with the highest degree scores were selected. By intersecting predicted miRNAs targeting these genes with the DEmiRNAs, 38 common miRNAs were found. Subsequently, 224 lncRNAs targeting these common miRNAs were predicted. LncRNA-miRNA-mRNA network were constructed and the top five lncRNAs with the highest degree scores were identified. Analysis using the Kaplan-Meier plotter database revealed that the key lncRNAs NEAT1, OIP5-AS1, and MALAT1 are significantly associated with the overall survival of CRC patients. To validate these lncRNAs, OXP-resistant HCT116 sub-cell line (HCT116/OXR) was developed by exposing parental HCT116 cells to gradually increasing concentrations of OXP. Exosomes derived from both HCT116 and HCT116/OXR cells were isolated and characterized utilizing dynamic light scattering (DLS), transmission electron microscopy (TEM), and Western blotting. RT-qPCR confirmed elevated levels of NEAT1, OIP5-AS1, and MALAT1 in HCT116/OXR cells and their exosomes compared to parental HCT116 cells and their exosomes. This study concludes that NEAT1, OIP5-AS1, and MALAT1 are associated with the OXP-resistance in CRC. The high levels of these lncRNAs in exosomes of resistant cells suggest their involvement in intercellular communication and resistance propagation. This positioning makes them promising biomarkers for OXP-resistance in CRC.
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Affiliation(s)
- Roxana Sahebnasagh
- Department of Molecular Medicine, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Hoda Deli
- Department of Molecular Medicine, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Shadboorestan
- Department of Toxicology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Zeynab Vakili-Ghartavol
- Department of Molecular Medicine, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Najmeh Salehi
- School of Biology, College of Science, University of Tehran, Tehran, Iran
| | | | - Zahra Azizi
- Department of Molecular Medicine, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Hossein Ghahremani
- Department of Toxicology and Pharmacology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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24
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Pecci V, Pierconti F, Carlino A, Pinto F, Gradilone U, De Martino S, Rotili D, Grassi C, Pontecorvi A, Gaetano C, Strigari L, Farsetti A, Nanni S. Prognostic Impact of H19/Cell Adhesion Molecules Circuitry on Prostate Cancer Biopsy. Biomedicines 2024; 12:2322. [PMID: 39457633 PMCID: PMC11504315 DOI: 10.3390/biomedicines12102322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 10/03/2024] [Accepted: 10/08/2024] [Indexed: 10/28/2024] Open
Abstract
INTRODUCTION Metastatic prostate cancer (PCa) presents a significant challenge in oncology due to its high mortality rate and the absence of effective biomarkers for predicting patient outcomes. Building on previous research that highlighted the critical role of the long noncoding RNA (lncRNA) H19 and cell adhesion molecules in promoting tumor progression under hypoxia and estrogen stimulation, this study aimed to assess the potential of these components as prognostic biomarkers for PCa at the biopsy stage. METHODS This research utilized immunohistochemistry and droplet digital PCR to analyze formalin-fixed paraffin-embedded (FFPE) biopsies, focusing on specific markers within the H19/cell adhesion molecules pathway. RESULTS A novel multivariate analysis led to a "BioScore", a composite biomarker score to predict disease progression. This score is based on evaluating five key markers: the expression levels of Hypoxia-Inducible Factor 2 Alpha (HIF-2α), endothelial Nitric Oxide Synthase (eNOS), β4 integrin, E-cadherin transcript (CDH1), and lncRNA H19. The criteria for the "BioScore" involve identifying three out of these five markers, combining elevated levels of HIF-2α, eNOS, β4 integrin, and CDH1 with reduced H19 expression. CONCLUSIONS This finding suggests the possibility of identifying, at the time of biopsy, PCa patients at higher risk of metastasis based on dysregulation in the H19/cell adhesion molecules circuitry. This study provides a valuable opportunity for early intervention in managing PCa, potentially contributing to personalized treatment strategies.
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Affiliation(s)
- Valeria Pecci
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (V.P.); (F.P.); (U.G.); (A.P.)
| | - Francesco Pierconti
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
- Department of Woman, Child and Public Health, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Angela Carlino
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
| | - Francesco Pinto
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (V.P.); (F.P.); (U.G.); (A.P.)
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
| | - Ugo Gradilone
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (V.P.); (F.P.); (U.G.); (A.P.)
| | - Sara De Martino
- National Research Council (CNR)–Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti” (IASI), 00185 Rome, Italy;
| | - Dante Rotili
- Dipartimento di Chimica e Tecnologie del Farmaco, Sapienza Università di Roma, 00185 Rome, Italy;
| | - Claudio Grassi
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
- Department of Neuroscience, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Alfredo Pontecorvi
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (V.P.); (F.P.); (U.G.); (A.P.)
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
| | - Carlo Gaetano
- Laboratory of Epigenetics, Istituti Clinici Scientifici Maugeri IRCCS, 27100 Pavia, Italy;
| | - Lidia Strigari
- Department of Medical Physics, S. Orsola Malpighi University Hospital, 40138 Bologna, Italy;
| | - Antonella Farsetti
- National Research Council (CNR)–Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti” (IASI), 00185 Rome, Italy;
| | - Simona Nanni
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (V.P.); (F.P.); (U.G.); (A.P.)
- Fondazione “Policlinico Universitario A. Gemelli IRCCS”, 00168 Rome, Italy; (F.P.); (A.C.); (C.G.)
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25
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Pachuau L, Lalremmawia H, Ralte L, Vanlalpeka J, Pautu JL, Chenkual S, Zomuana T, Lalruatfela ST, Zohmingthanga J, Chhakchhuak L, Varma AK, Kumar NS. Uncovering novel pathogenic variants and pathway mutations in triple-negative breast cancer among the endogamous mizo tribe. Breast Cancer Res Treat 2024:10.1007/s10549-024-07501-9. [PMID: 39384723 DOI: 10.1007/s10549-024-07501-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 09/23/2024] [Indexed: 10/11/2024]
Abstract
PURPOSE The incidence of triple-negative breast cancer (TNBC) in India is higher compared to Western populations. The objective of this study is to identify novel and less reported variants in TNBC in Mizoram, a state with a high cancer incidence in India. METHODS We analysed whole exome sequencing data from triple-negative breast cancer (TNBC) patients in the Mizo population to identify key and novel variants. Moreover, we analysed reported breast cancer-related genes and pathway alterations. RESULTS Somatic mutation analysis revealed that TP53 was the most frequently mutated gene and TP53, CACNA1E, IGSF3, RYR1, and FAM155A as significantly mutated driver genes. Based on the ACMG guidelines, we identified a rare pathogenic germline variant of BRCA1 (p.C1697R) in 13% and a likely pathogenic frameshift insertion in RBMX (p.P106Ffs) in 73% of the patients. We also found that the ATM, STK11, and CDKN2A genes were significantly mutated in germline TNBC samples compared to healthy samples. Moreover, we identified novel somatic variants in CHEK2 (p.K182M) and NF1 (p.C245X), and novel germline variants RB1 (p.D111G), CDH1 (p.A10Gfs), CDKN2A (p.V96G), CDKN2A (p.S12Afs*22), MAP3K1 (CAAdelins0), MSH6 (p.L1226_L1230del), and PMS2 (TTCdelins0). Pathway analysis revealed that most somatic mutations were highly associated with PI3K-Akt signalling pathway and MAPK signalling pathways in TNBC. CONCLUSIONS These findings identified novel variants and key genes contributing to disease development and progression. Further analysis of less studied genes, including RBMX, MRC1, ATM, CTNNB1, and CDKN2A, in TNBC may reveal new potential genes for targeted therapeutic strategies and contribute to clinical advancements in the treatment of TNBC.
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Affiliation(s)
- Lalawmpuii Pachuau
- Department of Biotechnology, Mizoram University, Tanhril, Aizawl, Mizoram, 796004, India
- Department of Pathology, Department of Health & Family Welfare, Civil Hospital Aizawl, Government of Mizoram, Dawrpui, Aizawl, Mizoram, 796001, India
| | - H Lalremmawia
- Department of Biotechnology, Mizoram University, Tanhril, Aizawl, Mizoram, 796004, India
| | - Lalengkimi Ralte
- Department of Biotechnology, Mizoram University, Tanhril, Aizawl, Mizoram, 796004, India
| | - Johan Vanlalpeka
- Department of Medicine, Zoram Medical College, Falkawn, Aizawl, Mizoram, 796 005, India
| | - Jeremy Lalrinsanga Pautu
- Department of Medical Oncology, Mizoram State Cancer Institute, Zemabawk, Aizawl, Mizoram, 796017, India
| | - Saia Chenkual
- Department of Surgery, Department of Health & Family Welfare, Civil Hospital Aizawl, Government of Mizoram, Dawrpui, Aizawl, 796001, Mizoram, India
- Zoram Medical College, Falkawn, Aizawl, Mizoram, 796 005, India
| | - Thomas Zomuana
- Department of Surgery, Department of Health & Family Welfare, Civil Hospital Aizawl, Government of Mizoram, Dawrpui, Aizawl, 796001, Mizoram, India
| | - Sailo Tlau Lalruatfela
- Department of Surgery, Department of Health & Family Welfare, Civil Hospital Aizawl, Government of Mizoram, Dawrpui, Aizawl, 796001, Mizoram, India
| | | | - Lalchhandama Chhakchhuak
- Department of Pathology, Department of Health & Family Welfare, Civil Hospital Aizawl, Government of Mizoram, Dawrpui, Aizawl, Mizoram, 796001, India
| | - Ashok K Varma
- Tata Memorial Centre, Advanced Centre for Treatment, Research and Education in Cancer, Kharghar, Navi Mumbai, Maharashtra, 410210, India
- Homi Bhabha National Institute, Anushaktinagar, Maharastra, 400094, Mumbai, India
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26
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Vessella T, Rozen EJ, Shohet J, Wen Q, Zhou HS. Investigation of Cell Mechanics and Migration on DDR2-Expressing Neuroblastoma Cell Line. Life (Basel) 2024; 14:1260. [PMID: 39459560 PMCID: PMC11509142 DOI: 10.3390/life14101260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024] Open
Abstract
Neuroblastoma is a devastating disease accounting for ~15% of all childhood cancer deaths. Collagen content and fiber association within the tumor stroma influence tumor progression and metastasis. High expression levels of collagen receptor kinase, Discoidin domain receptor II (DDR2), are associated with the poor survival of neuroblastoma patients. Additionally, cancer cells generate and sustain mechanical forces within their environment as a part of their normal physiology. Despite this, evidence regarding whether collagen-activated DDR2 signaling dysregulates these migration forces is still elusive. To address these questions, a novel shRNA DDR2 knockdown neuroblastoma cell line (SH-SY5Y) was engineered to evaluate the consequence of DDR2 on cellular mechanics. Atomic force microscopy (AFM) and traction force microscopy (TFM) were utilized to unveil the biophysical altercations. DDR2 downregulation was found to significantly reduce proliferation, cell stiffness, and cellular elongation. Additionally, DDR2-downregulated cells had decreased traction forces when plated on collagen-coated elastic substrates. Together, these results highlight the important role that DDR2 has in reducing migration mechanics in neuroblastoma and suggest DDR2 may be a promising novel target for future therapies.
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Affiliation(s)
- Theadora Vessella
- Department of Chemical Engineering, Worcester Polytechnic Institute, 100 Institute Rd., Worcester, MA 01609, USA;
| | - Esteban J. Rozen
- Crnic Institute Bolder Branch, BioFrontiers Institute, University of Colorado Boulder, 3415 Colorado Avenue, Boulder, CO 80303, USA
- Department of Pediatrics, University of Massachusetts Medical School, 55 Lake Ave North, Worcester, MA 01655, USA
| | - Jason Shohet
- Department of Pediatrics, University of Massachusetts Medical School, 55 Lake Ave North, Worcester, MA 01655, USA
| | - Qi Wen
- Department of Physics, Worcester Polytechnic Institute, 100 Institute Rd., Worcester, MA 01609, USA
| | - Hong Susan Zhou
- Department of Chemical Engineering, Worcester Polytechnic Institute, 100 Institute Rd., Worcester, MA 01609, USA;
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27
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Dakal TC, Bhushan R, Xu C, Gadi BR, Cameotra SS, Yadav V, Maciaczyk J, Schmidt‐Wolf IGH, Kumar A, Sharma A. Intricate relationship between cancer stemness, metastasis, and drug resistance. MedComm (Beijing) 2024; 5:e710. [PMID: 39309691 PMCID: PMC11416093 DOI: 10.1002/mco2.710] [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: 03/13/2024] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 09/25/2024] Open
Abstract
Cancer stem cells (CSCs) are widely acknowledged as the drivers of tumor initiation, epithelial-mesenchymal transition (EMT) progression, and metastasis. Originating from both hematologic and solid malignancies, CSCs exhibit quiescence, pluripotency, and self-renewal akin to normal stem cells, thus orchestrating tumor heterogeneity and growth. Through a dynamic interplay with the tumor microenvironment (TME) and intricate signaling cascades, CSCs undergo transitions from differentiated cancer cells, culminating in therapy resistance and disease recurrence. This review undertakes an in-depth analysis of the multifaceted mechanisms underlying cancer stemness and CSC-mediated resistance to therapy. Intrinsic factors encompassing the TME, hypoxic conditions, and oxidative stress, alongside extrinsic processes such as drug efflux mechanisms, collectively contribute to therapeutic resistance. An exploration into key signaling pathways, including JAK/STAT, WNT, NOTCH, and HEDGEHOG, sheds light on their pivotal roles in sustaining CSCs phenotypes. Insights gleaned from preclinical and clinical studies hold promise in refining drug discovery efforts and optimizing therapeutic interventions, especially chimeric antigen receptor (CAR)-T cell therapy, cytokine-induced killer (CIK) cell therapy, natural killer (NK) cell-mediated CSC-targeting and others. Ultimately use of cell sorting and single cell sequencing approaches for elucidating the fundamental characteristics and resistance mechanisms inherent in CSCs will enhance our comprehension of CSC and intratumor heterogeneity, which ultimately would inform about tailored and personalized interventions.
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Affiliation(s)
- Tikam Chand Dakal
- Genome and Computational Biology LabDepartment of BiotechnologyMohanlal Sukhadia UniversityUdaipurRajasthanIndia
| | - Ravi Bhushan
- Department of ZoologyM.S. CollegeMotihariBiharIndia
| | - Caiming Xu
- Department of General SurgeryThe First Affiliated Hospital of Dalian Medical UniversityDalianChina
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research InstituteCity of HopeMonroviaCaliforniaUSA
| | - Bhana Ram Gadi
- Stress Physiology and Molecular Biology LaboratoryDepartment of BotanyJai Narain Vyas UniversityJodhpurRajasthanIndia
| | | | - Vikas Yadav
- School of Life SciencesJawaharlal Nehru UniversityNew DelhiIndia
| | - Jarek Maciaczyk
- Department of Stereotactic and Functional NeurosurgeryUniversity Hospital of BonnBonnGermany
| | - Ingo G. H. Schmidt‐Wolf
- Center for Integrated Oncology (CIO)Department of Integrated OncologyUniversity Hospital BonnBonnGermany
| | - Abhishek Kumar
- Manipal Academy of Higher EducationManipalKarnatakaIndia
- Institute of BioinformaticsInternational Technology ParkBangaloreIndia
| | - Amit Sharma
- Department of Stereotactic and Functional NeurosurgeryUniversity Hospital of BonnBonnGermany
- Center for Integrated Oncology (CIO)Department of Integrated OncologyUniversity Hospital BonnBonnGermany
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28
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Xing S, Yang H, Chen X, Wang Y, Zhang S, Wang P, Chen C, Wang K, Liu Z, Zheng X. Discovery of pyrimidine-2,4-diamine analogues as efficiency anticancer drug by targeting GTSE1. Bioorg Chem 2024; 151:107700. [PMID: 39128245 DOI: 10.1016/j.bioorg.2024.107700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/26/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024]
Abstract
A series of pyrimidine-2,4-diamine analogues were designed and synthesized. Their anticancer activity and the underlying mechanism against colorectal cancer (CRC) HCT116 cells and non-small cell lung cancer (NSCLC) A549 cells were investigated. The results demonstrated that the active compound Y18 significantly inhibited cancer cell proliferation by inducing robust cell cycle arrest and cell senescence through the persistence of DNA damage. Additionally, Y18 exhibited significant inhibitory effects on the adhesion, migration and invasion of cancer cells in vitro. Mechanistically, Y18 achieved these anticancer activities by suppressing GTSE1 transcription and expression. Y18 also effectively inhibited tumor growth in vivo with minimal side effects. Furthermore, Y18 exhibited a suitable half-life and oral bioavailability (16.27%), with limited inhibitory activity on CYP isoforms. Taken together, these results suggested that Y18 could be a potential chemotherapeutic drug for cancer treatment, particularly in cases of GTSE1 overexpressed cancers.
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Affiliation(s)
- Sunhui Xing
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Huamao Yang
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Xiaojian Chen
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Yan Wang
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Shuyuan Zhang
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Peipei Wang
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Chaoyue Chen
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Kun Wang
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China.
| | - Zhiguo Liu
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China.
| | - Xiaohui Zheng
- Chemical Biology Research Center at School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China; The Key Laboratory of Pediatric Hematology and oncology Diseases of Wenzhou, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325035, Zhejiang, China.
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Alkhateeb MA, Aljarba NH, Yousafi Q, Anwar F, Biswas P. Elucidating gastric cancer mechanisms and therapeutic potential of Adociaquinone A targeting EGFR: A genomic analysis and Computer Aided Drug Design (CADD) approach. J Cell Mol Med 2024; 28:e70133. [PMID: 39434198 PMCID: PMC11493557 DOI: 10.1111/jcmm.70133] [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: 02/08/2024] [Revised: 05/05/2024] [Accepted: 09/09/2024] [Indexed: 10/23/2024] Open
Abstract
Gastric cancer predominantly adenocarcinoma, accounts for over 85% of gastric cancer diagnoses. Current therapeutic options are limited, necessitating the discovery of novel drug targets and effective treatments. The Affymetrix gene expression microarray dataset (GSE64951) was retrieved from NCBI-GEO data normalization and DEGs identification was done by using R-Bioconductor package. Gene Ontology (GO) analysis of DEGs was performed using DAVID. The protein-protein interaction network was constructed by STRING database plugin in Cytoscape. Subclusters/modules of important interacting genes in main network were extracted by using MCODE. The hub genes from in the network were identified by using Cytohubba. The miRNet tool built a hub gene/mRNA-miRNA network and Kaplan-Meier-Plotter conducted survival analysis. AutoDock Vina and GROMACS MD simulations were used for docking and stability analysis of marine compounds against the 5CNN protein. Total 734 DEGs (507 up-regulated and 228 down-regulated) were identified. Differentially expressed genes (DEGs) were enriched in processes like cell-cell adhesion and ATP binding. Eight hub genes (EGFR, HSPA90AA1, MAPK1, HSPA4, PPP2CA, CDKN2A, CDC20, and ATM) were selected for further analysis. A total of 23 miRNAs associated with hub genes were identified, with 12 of them targeting PPP2CA. EGFR displayed the highest expression and hazard rate in survival analyses. The kinase domain of EGFR (PDBID: 5CNN) was chosen as the drug target. Adociaquinone A from Petrosia alfiani, docked with 5CNN, showed the lowest binding energy with stable interactions across a 50 ns MD simulation, highlighting its potential as a lead molecule against EGFR. This study has identified crucial DEGs and hub genes in gastric cancer, proposing novel therapeutic targets. Specifically, Adociaquinone A demonstrates promising potential as a bioactive drug against EGFR in gastric cancer, warranting further investigation. The predicted miRNA against the hub gene/proteins can also be used as potential therapeutic targets.
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Affiliation(s)
| | - Nada H. Aljarba
- Department of Biology, College of SciencePrincess Nourah bint Abdulrahman UniversityRiyadhSaudi Arabia
| | - Qudsia Yousafi
- Department of BiosciencesCOMSATS University Islamabad, Sahiwal CampusSahiwalPakistan
| | - Fatima Anwar
- Department of BiosciencesCOMSATS University Islamabad, Sahiwal CampusSahiwalPakistan
| | - Partha Biswas
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and BiotechnologyJashore University of Science and TechnologyJashoreBangladesh
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30
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Nardini JT. Forecasting and Predicting Stochastic Agent-Based Model Data with Biologically-Informed Neural Networks. Bull Math Biol 2024; 86:130. [PMID: 39307859 DOI: 10.1007/s11538-024-01357-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 09/02/2024] [Indexed: 10/18/2024]
Abstract
Collective migration is an important component of many biological processes, including wound healing, tumorigenesis, and embryo development. Spatial agent-based models (ABMs) are often used to model collective migration, but it is challenging to thoroughly predict these models' behavior throughout parameter space due to their random and computationally intensive nature. Modelers often coarse-grain ABM rules into mean-field differential equation (DE) models. While these DE models are fast to simulate, they suffer from poor (or even ill-posed) ABM predictions in some regions of parameter space. In this work, we describe how biologically-informed neural networks (BINNs) can be trained to learn interpretable BINN-guided DE models capable of accurately predicting ABM behavior. In particular, we show that BINN-guided partial DE (PDE) simulations can (1) forecast future spatial ABM data not seen during model training, and (2) predict ABM data at previously-unexplored parameter values. This latter task is achieved by combining BINN-guided PDE simulations with multivariate interpolation. We demonstrate our approach using three case study ABMs of collective migration that imitate cell biology experiments and find that BINN-guided PDEs accurately forecast and predict ABM data with a one-compartment PDE when the mean-field PDE is ill-posed or requires two compartments. This work suggests that BINN-guided PDEs allow modelers to efficiently explore parameter space, which may enable data-driven tasks for ABMs, such as estimating parameters from experimental data. All code and data from our study is available at https://github.com/johnnardini/Forecasting_predicting_ABMs .
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Affiliation(s)
- John T Nardini
- Department of Mathematics and Statistics, The College of New Jersey, Ewing, NJ, 08628, USA.
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31
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Zhang S, Yang Y, Zhang L, Liu Y, Guo Z, Wu J, Zhou W, Hong Z, Zhang W. Identification and Validation of a Prognostic Signature Based on Fibroblast Immune-related Genes to Predict the Prognosis and Therapeutic Response of renal clear cell carcinoma by Integrated Analysis of Single-Cell and Bulk RNA Sequencing Data. J Cancer 2024; 15:5942-5955. [PMID: 39440053 PMCID: PMC11493018 DOI: 10.7150/jca.100194] [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: 06/27/2024] [Accepted: 08/24/2024] [Indexed: 10/25/2024] Open
Abstract
Background: The importance of fibroblasts in cancer progression is becoming more acknowledged, particularly the significance of their immune-related genes. However, the precise roles these genes play in fibroblasts throughout tumor development remains unclear. Exploring how these genes function in advancing kidney renal clear cell carcinoma (KIRC) could provide answers to these uncertainties. Material and method: The Cancer Genome Atlas (TCGA) database served as the source of data for KIRC patients. We distinguished fibroblast immune-related genes (FIGs), which are used to construct risk score. Further analysis conducted including enrichment analysis, assessment of tumor mutation burden (TMB), evaluation of tumor microenvironment (TME), analysis of immune cell infiltration, and drug sensitivity prediction. Result: The risk score using 6 FIGs effectively predicts the outcomes for KIRC patients. Nomogram which is based on the risk score and clinical data, demonstrated superior predictive performance compared to the version without the risk score. Enrichment analysis identified that coagulation pathway predominates in high-risk group, the protein secretion pathway is prevalent in low-risk patients' cohort. The adverse prognosis in high-risk patient cohort could be linked to an elevated TMB. TME analysis showed that high-risk group's tumor tissues contain more immune and stromal cells. Furthermore, the amount of regulatory T cells increases with the risk score. Low-risk group response better to immunotherapy. Finally, RT-qPCR confirmed the differential expression of FIGs in KIRC patients. Conclusion: This risk score and nomogram are valuable tools assessing KIRC patients' prognosis. Poorer prognosis in high-risk categories may have relationship with activation of coagulation pathway and a higher TMB.
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Affiliation(s)
- Shuwen Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
- Queen Mary School, Jiangxi medical college, Nanchang University, Nanchang, China, 330006
| | - Yuqian Yang
- Queen Mary School, Jiangxi medical college, Nanchang University, Nanchang, China, 330006
- Department of Urology Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Liyi Zhang
- Queen Mary School, Jiangxi medical college, Nanchang University, Nanchang, China, 330006
- Department of Urology Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Yijiang Liu
- Department of Urology Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
- Jiangxi medical college, Nanchang University, Nanchang, China, 330006
| | - Zihun Guo
- Department of Thoracic Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Jiajun Wu
- Department of Thoracic Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Weijun Zhou
- Department of Thoracic Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Zhengdong Hong
- Department of Urology Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
| | - Wenxiong Zhang
- Department of Thoracic Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China, 330006
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Sato F, Alejandra HPL, Takemae H, Inagaki NF, Ito T, Tera M. Enhancing Cell Aggregation and Migration via Double-Click Cross-Linking with Azide-Modified Hyaluronic Acid. Bioconjug Chem 2024; 35:1318-1323. [PMID: 39213494 DOI: 10.1021/acs.bioconjchem.4c00221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
We present a novel approach to the formation of cell aggregates by employing click chemistry with water-soluble zwitterionic dibenzo cyclooctadiyne (WS-CODY) and azide-modified hyaluronic acid (HA-N3) as a linker to facilitate rapid and stable cell aggregation. By optimizing the concentrations of HA-N3 and WS-CODY, we achieved efficient cross-linking between azide-modified cell surfaces and HA-N3, generating cell aggregates within 10 min, and the resulting aggregates remained stable for up to 5 days, with cell viability maintained at approximately 80%. Systematic experiments revealed that a stoichiometric balance between HA-N3 and WS-CODY is important for effective cross-linking, highlighting the roles of both cell-surface azide modification and HA in the aggregate formation. We also investigated the genetic basis of altered cell behavior within these aggregates. Transcriptome analysis (RNA-seq) of aggregates postcultivation revealed a marked fluctuation of genes associated with 'cell migration' and 'cell adhesion', including notable changes in the expression of HYAL1, ICAM-1, CEACAM5 and RHOB. These findings suggest that HA-N3-mediated cell aggregation can induce intrinsic cellular responses that not only facilitate cell aggregate formation but also modulate cell-matrix interactions. We term this phenomenon 'chemo-resilience', The simplicity and efficacy of this click chemistry-based approach suggest it may have broad applicability for forming cell aggregates and modulating cell-matrix interactions in tissue engineering and regenerative medicine.
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Affiliation(s)
- Fumiya Sato
- Department of Biotechnology and Life Sciences, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo 184-8588, Japan
| | - Hernandez Paniagua Liliana Alejandra
- Department of Biotechnology and Life Sciences, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo 184-8588, Japan
| | - Hitoshi Takemae
- Center for Infectious Disease Epidemiology and Prevention Research, Tokyo University of Agriculture and Technology, 3-5-8 Saiwai-cho, Fuchu-shi, Tokyo 183-8509, Japan
| | - Natsuko F Inagaki
- Department of Chemical System Engineering, School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Taichi Ito
- Department of Chemical System Engineering, School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Masayuki Tera
- Department of Biotechnology and Life Sciences, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi, Tokyo 184-8588, Japan
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33
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Chu LW, Chen JY, Chen YW, Hsieh S, Kung ML. Phytoconstituent-derived zingerone nanoparticles disrupt the cell adhesion mechanism and suppress cell motility in melanoma B16F10 cells. J Biotechnol 2024; 392:48-58. [PMID: 38906221 DOI: 10.1016/j.jbiotec.2024.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 05/18/2024] [Accepted: 06/17/2024] [Indexed: 06/23/2024]
Abstract
Combining phytochemicals and nanotechnology to improve the unfavorable innate properties of phytochemicals and develop them into potent nanomedicines to enhance antitumor efficacy has become a novel strategy for cancer chemoprevention. Melanoma is the most aggressive, metastatic, and deadly disease of the primary cutaneous neoplasms. In this study, we fabricated phytoconstituent-derived zingerone nanoparticles (NPs) and validated their effects on cell adhesion and motility in melanoma B16F10 cells. Our data indicated that zingerone NPs significantly induced cytotoxicity and anti-colony formation and inhibited cell migration and invasion. Moreover, zingerone NPs dramatically interfered with the cytoskeletal reorganization and markedly delayed the period of cell adhesion. Our results also revealed that zingerone NPs-mediated downregulation of MMPs (matrix metalloproteinases) activity is associated with inhibiting cell adhesion and motility. We further evaluated the effects of zingerone NPs on Src/FAK /Paxillin signaling, our data showed that zingerone NPs significantly inhibited the protein activities of Src, FAK, and Paxillin, indicating that they play important roles in zingerone NP-mediated anti-motility and anti-invasion in melanoma cells. Accordingly, the phytoconstituent-zingerone NPs can strengthen the inhibition of tumor growth, invasion, and metastasis in malignant melanoma. Altogether, these multi-pharmacological benefits of zingerone NPs will effectively achieve the purpose of melanoma prevention and invasion inhibition.
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Affiliation(s)
- Li-Wen Chu
- Department of Nursing, and Department of Cosmetic Application and Management, Yuh-Ing Junior College of Health Care and Management, Kaohsiung, Taiwan
| | - Jun-Yih Chen
- Division of Neurosurgery, Fooyin University Hospital, Pingtung, Taiwan; Department of Nursing, Fooyin University, Kaohsiung, Taiwan
| | - Yun-Wen Chen
- Departments of Pharmacology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Shuchen Hsieh
- Department of Chemistry, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | - Mei-Lang Kung
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
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Vitkūnaitė E, Žymantaitė E, Mlynska A, Andrijec D, Limanovskaja K, Kaszynski G, Matulis D, Šakalys V, Jonušauskas L. Advancing 3D Spheroid Research through 3D Scaffolds Made by Two-Photon Polymerization. Bioengineering (Basel) 2024; 11:902. [PMID: 39329644 PMCID: PMC11429241 DOI: 10.3390/bioengineering11090902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/16/2024] [Accepted: 08/27/2024] [Indexed: 09/28/2024] Open
Abstract
Three-dimensional cancer cell cultures have been a valuable research model for developing new drug targets in the preclinical stage. However, there are still limitations to these in vitro models. Scaffold-based systems offer a promising approach to overcoming these challenges in cancer research. In this study, we show that two-photon polymerization (TPP)-assisted printing of scaffolds enhances 3D tumor cell culture formation without additional modifications. TPP is a perfect fit for this task, as it is an advanced 3D-printing technique combining a μm-level resolution with complete freedom in the design of the final structure. Additionally, it can use a wide array of materials, including biocompatible ones. We exploit these capabilities to fabricate scaffolds from two different biocompatible materials-PEGDA and OrmoClear. Cubic spheroid scaffolds with a more complex architecture were produced and tested. The biological evaluation showed that the human ovarian cancer cell lines SKOV3 and A2780 formed 3D cultures on printed scaffolds without a preference for the material. The gene expression evaluation showed that the A2780 cell line exhibited substantial changes in CDH1, CDH2, TWIST, COL1A1, and SMAD3 gene expression, while the SKOV3 cell line had slight changes in said gene expression. Our findings show how the scaffold architecture design impacts tumor cell culture 3D spheroid formation, especially for the A2780 cancer cell line.
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Affiliation(s)
- Eglė Vitkūnaitė
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
| | - Eglė Žymantaitė
- Laboratory of Immunology, National Cancer Institute, P. Baublio g. 3B, LT-08406 Vilnius, Lithuania; (E.Ž.); (A.M.)
- Life Sciences Center, Vilnius University, Sauletekio 7, LT-10257 Vilnius, Lithuania
| | - Agata Mlynska
- Laboratory of Immunology, National Cancer Institute, P. Baublio g. 3B, LT-08406 Vilnius, Lithuania; (E.Ž.); (A.M.)
- Department of Chemistry and Bioengineering, Vilnius Gediminas Technical University, Saulėtekio al. 11, LT-10223 Vilnius, Lithuania
| | - Dovilė Andrijec
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
| | - Karolina Limanovskaja
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
| | - Grzegorz Kaszynski
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
| | - Daumantas Matulis
- Department of Biothermodynamics and Drug Design, Institute of Biotechnology, Life Sciences Center, Vilnius University, Sauletekio 7, LT-10257 Vilnius, Lithuania;
| | - Vidmantas Šakalys
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
| | - Linas Jonušauskas
- Vital3D Technologies, Saulėtekio al. 15, LT-10224 Vilnius, Lithuania; (E.V.); (D.A.); (K.L.); (V.Š.)
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Qiu Z, Liu X, Cao W, Li R, Yang J, Wang C, Li Z, Yao X, Chen Y, Ye C, Chen S, Jin N. Role of Neurotropic Viruses in Brain Metastasis of Breast Cancer: Mechanisms and Therapeutic Implications. Rev Med Virol 2024; 34:e2584. [PMID: 39304923 DOI: 10.1002/rmv.2584] [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: 07/18/2024] [Revised: 09/02/2024] [Accepted: 09/02/2024] [Indexed: 09/22/2024]
Abstract
Neurotropic viruses have been implicated in altering the central nervous system microenvironment and promoting brain metastasis of breast cancer through complex interactions involving viral entry mechanisms, modulation of the blood-brain barrier, immune evasion, and alteration of the tumour microenvironment. This narrative review explores the molecular mechanisms by which neurotropic viruses such as Herpes Simplex Virus, Human Immunodeficiency Virus, Japanese Encephalitis Virus, and Rabies Virus facilitate brain metastasis, focusing on their ability to disrupt blood-brain barrier integrity, modulate immune responses, and create a permissive environment for metastatic cell survival and growth within the central nervous system. Current therapeutic implications and challenges in targeting neurotropic viruses to prevent or treat brain metastasis are discussed, highlighting the need for innovative strategies and multidisciplinary approaches in virology, oncology, and immunology.
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Affiliation(s)
- Ziran Qiu
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Xinyu Liu
- Department of Otolaryngology Head and Neck Surgery, Loudi Central Hospital, Loudi, China
| | - Wenqing Cao
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Rui Li
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Jun Yang
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Chengyu Wang
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Zhong Li
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Xiaoqin Yao
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Yuan Chen
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Chunhua Ye
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Shanzheng Chen
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
| | - Na Jin
- Department of Breast and Thyroid Surgery, Loudi Central Hospital, Loudi, China
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Pracharova J, Cyrikova T, Berecka M, Biersack B, Kasparkova J, Brabec V. Antimetastatic activity of (arene)ruthenium(II) complex of 4-aryl-4H-naphthopyran. Chem Biol Interact 2024; 400:111180. [PMID: 39089413 DOI: 10.1016/j.cbi.2024.111180] [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: 06/06/2024] [Revised: 07/21/2024] [Accepted: 07/30/2024] [Indexed: 08/04/2024]
Abstract
Metastatic cancer remains a formidable challenge in anticancer therapy. Despite efforts to develop effective antimetastasis drugs over the past half-century, currently approved treatments fall short of expectations. This report highlights the promising antiproliferative activity of a ruthenium-based therapeutic agent, namely dichlorido(p-cymene)[2-amino-4-(pyridin-3-yl)-4H-benzo[h]-chromene-3-carbonitrile]ruthenium(II) (complex 1) against metastatic cell lines. Complex 1 shows significant efficacy in metastatic LoVo and Du-145 cell lines at nanomolar concentrations, being markedly more active than clinically used anticancer cisplatin. Studies on the MDA-MB-231 cell line, which displays invasive characteristics, demonstrated that 1 significantly reduces cell invasion. This efficacy was confirmed by its impact on matrix metalloproteinase production in MDA-MB-231 cells. Given that cell migration drives cancer invasion and metastasis, complex 1's effect on MDA-MB-231 cell migration was evaluated via wound healing assay and vimentin network analysis. Results indicated a strong reduction in migration. A re-adhesion assay further demonstrated that 1 significantly lowers the re-adhesion ability of MDA-MB-231 cells compared to cisplatin. To better simulate the human body environment, a 3D spheroid invasion assay was used. This method showed that 1 effectively inhibits tumor spheroids from infiltrating the surrounding extracellular matrix. This study underscores the potential of (arene)ruthenium(II) complexes with naphthopyran ligands as potent antimetastatic agents for chemotherapy.
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Affiliation(s)
- Jitka Pracharova
- Department of Biophysics, Faculty of Science, Palacky University, CZ-77900, Olomouc, Czech Republic
| | - Tereza Cyrikova
- Department of Biophysics, Faculty of Science, Palacky University, CZ-77900, Olomouc, Czech Republic
| | - Michal Berecka
- Department of Biophysics, Faculty of Science, Palacky University, CZ-77900, Olomouc, Czech Republic
| | - Bernhard Biersack
- Organic Chemistry Laboratory, University Bayreuth, 95440, Bayreuth, Germany
| | - Jana Kasparkova
- Department of Biophysics, Faculty of Science, Palacky University, CZ-77900, Olomouc, Czech Republic; Czech Academy of Sciences, Institute of Biophysics, CZ-61200, Brno, Czech Republic
| | - Viktor Brabec
- Department of Biophysics, Faculty of Science, Palacky University, CZ-77900, Olomouc, Czech Republic; Czech Academy of Sciences, Institute of Biophysics, CZ-61200, Brno, Czech Republic.
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37
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Longobardi G, Moore TL, Conte C, Ungaro F, Satchi‐Fainaro R, Quaglia F. Polyester nanoparticles delivering chemotherapeutics: Learning from the past and looking to the future to enhance their clinical impact in tumor therapy. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2024; 16:e1990. [PMID: 39217459 PMCID: PMC11670051 DOI: 10.1002/wnan.1990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/20/2024] [Accepted: 07/23/2024] [Indexed: 09/04/2024]
Abstract
Polymeric nanoparticles (NPs), specifically those comprised of biodegradable and biocompatible polyesters, have been heralded as a game-changing drug delivery platform. In fact, poly(α-hydroxy acids) such as polylactide (PLA), poly(lactide-co-glycolide) (PLGA), and poly(ε-caprolactone) (PCL) have been heavily researched in the past three decades as the material basis of polymeric NPs for drug delivery applications. As materials, these polymers have found success in resorbable sutures, biodegradable implants, and even monolithic, biodegradable platforms for sustained release of therapeutics (e.g., proteins and small molecules) and diagnostics. Few fields have gained more attention in drug delivery through polymeric NPs than cancer therapy. However, the clinical translational of polymeric nanomedicines for treating solid tumors has not been congruent with the fervor or funding in this particular field of research. Here, we attempt to provide a comprehensive snapshot of polyester NPs in the context of chemotherapeutic delivery. This includes a preliminary exploration of the polymeric nanomedicine in the cancer research space. We examine the various processes for producing polyester NPs, including methods for surface-functionalization, and related challenges. After a detailed overview of the multiple factors involved with the delivery of NPs to solid tumors, the crosstalk between particle design and interactions with biological systems is discussed. Finally, we report state-of-the-art approaches toward effective delivery of NPs to tumors, aiming at identifying new research areas and re-evaluating the reasons why some research avenues have underdelivered. We hope our effort will contribute to a better understanding of the gap to fill and delineate the future research work needed to bring polyester-based NPs closer to clinical application. This article is categorized under: Therapeutic Approaches and Drug Discovery > Nanomedicine for Oncologic Disease Nanotechnology Approaches to Biology > Nanoscale Systems in Biology Therapeutic Approaches and Drug Discovery > Emerging Technologies.
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Affiliation(s)
| | - Thomas Lee Moore
- Department of PharmacyUniversity of Naples Federico IINaplesItaly
| | - Claudia Conte
- Department of PharmacyUniversity of Naples Federico IINaplesItaly
| | - Francesca Ungaro
- Department of PharmacyUniversity of Naples Federico IINaplesItaly
| | - Ronit Satchi‐Fainaro
- Department of Physiology and Pharmacology, Faculty of MedicineTel Aviv UniversityTel AvivIsrael
- Sagol School of NeurosciencesTel Aviv UniversityTel AvivIsrael
| | - Fabiana Quaglia
- Department of PharmacyUniversity of Naples Federico IINaplesItaly
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38
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Zheng Y, Wang D, Beeghly G, Fischbach C, Shattuck MD, O'Hern CS. Computational modeling of the physical features that influence breast cancer invasion into adipose tissue. APL Bioeng 2024; 8:036104. [PMID: 38966325 PMCID: PMC11223776 DOI: 10.1063/5.0209019] [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: 03/18/2024] [Accepted: 06/21/2024] [Indexed: 07/06/2024] Open
Abstract
Breast cancer invasion into adipose tissue strongly influences disease progression and metastasis. The degree of cancer cell invasion into adipose tissue depends on both biochemical signaling and the mechanical properties of cancer cells, adipocytes, and other key components of adipose tissue. We model breast cancer invasion into adipose tissue using discrete element method simulations of active, cohesive spherical particles (cancer cells) invading into confluent packings of deformable polyhedra (adipocytes). We quantify the degree of invasion by calculating the interfacial area At between cancer cells and adipocytes. We determine the long-time value of At vs the activity and strength of the cohesion between cancer cells, as well as the mechanical properties of the adipocytes and extracellular matrix in which adipocytes are embedded. We show that the degree of invasion collapses onto a master curve as a function of the dimensionless energy scale Ec , which grows linearly with the cancer cell velocity persistence time and fluctuations, is inversely proportional to the system pressure, and is offset by the cancer cell cohesive energy. WhenE c > 1 , cancer cells will invade the adipose tissue, whereas forE c < 1 , cancer cells and adipocytes remain de-mixed. We also show that At decreases when the adipocytes are constrained by the ECM by an amount that depends on the spatial heterogeneity of the adipose tissue.
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Affiliation(s)
| | - Dong Wang
- Department of Mechanical Engineering and Materials Science, Yale University, New Haven, Connecticut 06520, USA
| | - Garrett Beeghly
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York 14853, USA
| | - Claudia Fischbach
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York 14853, USA
| | - Mark D. Shattuck
- Benjamin Levich Institute and Physics Department, City College of New York, New York, New York 10031, USA
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de Queiroz RM, Efe G, Guzman A, Hashimoto N, Kawashima Y, Tanaka T, Rustgi AK, Prives C. Mdm2 requires Sprouty4 to regulate focal adhesion formation and metastasis independent of p53. Nat Commun 2024; 15:7132. [PMID: 39164253 PMCID: PMC11336179 DOI: 10.1038/s41467-024-51488-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 08/07/2024] [Indexed: 08/22/2024] Open
Abstract
Although the E3 ligase Mdm2 and its homologue and binding partner MdmX are the major regulators of the p53 tumor suppressor protein, it is now evident that Mdm2 and MdmX have multiple functions that do not involve p53. As one example, it is known that Mdm2 can regulate cell migration, although mechanistic insight into this function is still lacking. Here we show in cells lacking p53 expression that knockdown of Mdm2 or MdmX, as well as pharmacological inhibition of the Mdm2/MdmX complex, not only reduces cell migration and invasion, but also impairs cell spreading and focal adhesion formation. In addition, Mdm2 knockdown decreases metastasis in vivo. Interestingly, Mdm2 downregulates the expression of Sprouty4, which is required for the Mdm2 mediated effects on cell migration, focal adhesion formation and metastasis. Further, our findings indicate that Mdm2 dampening of Sprouty4 is a prerequisite for maintaining RhoA levels in the cancer cells that we have studied. Taken together we describe a molecular mechanism whereby the Mdm2/MdmX complex through Sprouty4 regulates cellular processes leading to increase metastatic capability independently of p53.
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Affiliation(s)
| | - Gizem Efe
- Herbert Irving Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Asja Guzman
- Department of Biological Sciences, Columbia University, New York, NY, 10027, USA
| | - Naoko Hashimoto
- Department of Molecular Diagnosis, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
- Research Institute of Disaster Medicine, Chiba University, Chiba, Japan
| | - Yusuke Kawashima
- Department of Applied Genomics, Kazusa DNA Research Institute, Kisarazu, Chiba, 292-0818, Japan
| | - Tomoaki Tanaka
- Department of Molecular Diagnosis, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
- Research Institute of Disaster Medicine, Chiba University, Chiba, Japan
| | - Anil K Rustgi
- Herbert Irving Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Carol Prives
- Department of Biological Sciences, Columbia University, New York, NY, 10027, USA.
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Szydlak R, Luty M, Prot VE, Øvreeide IH, Zemła J, Stokke BT, Lekka M. Detecting normal and cancer skin cells via glycosylation and adhesion signatures: A path to enhanced microfluidic phenotyping. Biosens Bioelectron 2024; 258:116337. [PMID: 38703495 DOI: 10.1016/j.bios.2024.116337] [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: 01/05/2024] [Revised: 03/25/2024] [Accepted: 04/24/2024] [Indexed: 05/06/2024]
Abstract
Recruiting circulating cells based on interactions between surface receptors and corresponding ligands holds promise for capturing cells with specific adhesive properties. Our study investigates the adhesion of skin cells to specific lectins, particularly focusing on advancements in lectin-based biosensors with diagnostic potential. We explore whether we can successfully capture normal skin (melanocytes and keratinocytes) and melanoma (WM35, WM115, WM266-4) cells in a low-shear flow environment by coating surfaces with lectins. Specifically, we coated surfaces with Dolichos biflorus (DBA) and Maackia Amurensis (MAL) lectins, which were used to detect and capture specific skin cells from the flow of cell mixture. Alterations in glycan expression (confirmed by fluorescent microscopy) demonstrated that DBA binds predominantly to normal skin cells, while MAL interacts strongly with melanoma cells. Assessing adhesion under static and dynamic low-shear stress conditions (up to 30 mPa) underscores the reliability of DBA and MAL as markers for discriminating specific cell type. Melanocytes and keratinocytes adhere to DBA-coated surfaces, while melanoma cells prefer MAL-coated surfaces. A comprehensive analysis encompassing cell shape, cytoskeleton, and focal adhesions shows the independence of our approach from the inherent characteristics of cells, thus demonstrating its robustness. Our results carry practical implications for lectin-biosensor designs, emphasizing the significance of glycan-based discrimination of pathologically altered cells. Combined with microfluidics, it demonstrates the value of cell adhesion as a discriminant of cancer-related changes, with potential applications spanning diagnostics, therapeutic interventions, and advanced biomedical technologies.
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Affiliation(s)
- Renata Szydlak
- Department of Biophysical Microstructures, Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342, Kraków, Poland.
| | - Marcin Luty
- Department of Biophysical Microstructures, Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342, Kraków, Poland
| | - Victorien E Prot
- Biomechanics, Department of Structural Engineering, The Norwegian University of Science and Technology (NTNU), NO-7491, Trondheim, Norway
| | - Ingrid H Øvreeide
- Biophysics and Medical Technology, Department of Physics, The Norwegian University of Science and Technology (NTNU), NO-7491, Trondheim, Norway
| | - Joanna Zemła
- Department of Biophysical Microstructures, Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342, Kraków, Poland
| | - Bjørn T Stokke
- Biophysics and Medical Technology, Department of Physics, The Norwegian University of Science and Technology (NTNU), NO-7491, Trondheim, Norway.
| | - Małgorzata Lekka
- Department of Biophysical Microstructures, Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342, Kraków, Poland.
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41
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Song D, Yin X, Che C. Distinct Gene Expression and Immune Features Between Different Neutrophil Extracellular Trap-Related Osteosarcoma Subtypes. Appl Biochem Biotechnol 2024:10.1007/s12010-024-05021-2. [PMID: 39096473 DOI: 10.1007/s12010-024-05021-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/23/2024] [Indexed: 08/05/2024]
Abstract
We sought to determine neutrophil extracellular trap (NET)-related genes' potential value in improving the efficacy of diagnosis and identifying novel therapeutic targets for osteosarcoma. Data were obtained from TARGET, GEO, and CCLE database. Differentially expressed genes were identified between the subtypes based on NET-related genes. PPI network was constructed using STRING, following by ClueGO enrichment analysis. Infiltration of immune cells was calculated by ssGSEA. Risk Score model was built by LASSO Cox regression analysis. Western blot and qRT-PCR were applied to validate the expression of genes used in the model. We identified 19 NET-related genes with prognostic potential in osteosarcoma using univariate Cox regression analysis. Patients from TARGET were clustered into two subtypes with distinct prognosis and immune features. 381 DEGs were identified between the two NET subtypes. Risk Score based on BST1, SELPLG, FPR1 and TNFRSF10C was reliable to predict the prognosis of osteosarcoma patients. The four genes expressed significantly lower in osteosarcoma than normal cells. Low Risk Score individuals only existed in C1 subtype with better prognosis. Osteosarcoma were clustered into two subtypes based on NET-related genes. Risk Score model constructed by four NET-related gene was able to independently predict the prognosis of osteosarcoma.
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Affiliation(s)
- Delei Song
- Department of West Hospital Orthopaedic Trauma, Zibo Central Hospital, No. 54 Gongqingtuan Road, Zibo, 255036, China
| | - Xuqing Yin
- Department of East Hospital Orthopaedic Trauma, Zibo Central Hospital, Zibo, 255036, China
| | - Chunqing Che
- Department of West Hospital Orthopaedic Trauma, Zibo Central Hospital, No. 54 Gongqingtuan Road, Zibo, 255036, China.
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42
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Zhang S, Ma Z. trans-Interacting Plasma Membrane Proteins and Binding Partner Identification. J Proteome Res 2024; 23:3322-3331. [PMID: 38937710 PMCID: PMC11533685 DOI: 10.1021/acs.jproteome.4c00289] [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] [Indexed: 06/29/2024]
Abstract
Plasma membrane proteins (PMPs) play critical roles in a myriad of physiological and disease conditions. A unique subset of PMPs functions through interacting with each other in trans at the interface between two contacting cells. These trans-interacting PMPs (tiPMPs) include adhesion molecules and ligands/receptors that facilitate cell-cell contact and direct communication between cells. Among the tiPMPs, a significant number have apparent extracellular binding domains but remain orphans with no known binding partners. Identification of their potential binding partners is therefore important for the understanding of processes such as organismal development and immune cell activation. While a number of methods have been developed for the identification of protein binding partners in general, very few are applicable to tiPMPs, which interact in a two-dimensional fashion with low intrinsic binding affinities. In this review, we present the significance of tiPMP interactions, the challenges of identifying binding partners for tiPMPs, and the landscape of method development. We describe current avidity-based screening approaches for identifying novel tiPMP binding partners and discuss their advantages and limitations. We conclude by highlighting the importance of developing novel methods of identifying new tiPMP interactions for deciphering the complex protein interactome and developing targeted therapeutics for diseases.
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Affiliation(s)
- Shenyu Zhang
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Zhengyu Ma
- Nemours Children’s Hospital, Wilmington, DE 19803, USA
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43
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Araújo GSD, Moura AF, Barros AB, Moraes MO, Pessoa C, Perez CN, Castro MRCD, Ribeiro FDOS, Silva DAD, Sousa PSDA, Rocha JA, Marinho Filho JDB, Araujo AJ. Sulfonamide-chalcone hybrid compound suppresses cellular adhesion and migration: Experimental and computational insight. Chem Biol Interact 2024; 398:111115. [PMID: 38908811 DOI: 10.1016/j.cbi.2024.111115] [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: 04/19/2024] [Revised: 06/05/2024] [Accepted: 06/19/2024] [Indexed: 06/24/2024]
Abstract
In the present study, the effect of sulfonamide-chalcone 185 (SSC185) was investigated against B16-F10 metastatic melanoma cells aggressive actions, besides migration and adhesion processes, by in silico and in vitro assays. In silico studies were used to characterize the pharmacokinetic profile and possible targets of SSC185, using the pkCSM web server, and docking simulations with AutoDock Tools. Furthermore, the antimetastatic effect of SSC185 was investigated by in vitro experiments using MTT (3-(4,5-Dimethylthiazol-2-yl)-2,5-Diphenyltetrazolium Bromide), colony, scratch, and cell adhesion assays, and atomic force microscopy (AFM). The molecular docking results show better affinity of SSC185 with the metalloproteinases-2 (MMP-2) and α5β1 integrin. SSC185 effectively restricts the formation of colonies, migration, and adhesion of B16-F10 metastatic melanoma cells. Through the AFM images changes in cells morphology was identified, with a decrease in the filopodia and increase in the average cellular roughness. The results obtained demonstrate the potential of this molecule in inhibit the primordial steps for metastasis, which is responsible for a worse prognosis of late stage cancer, being the main cause of morbidity among cancer patients.
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Affiliation(s)
- Gisele Santos de Araújo
- Laboratório de Cultura de Células do Delta, LCCDelta, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Andrea Felinto Moura
- Laboratório de Cultura de Células do Delta, LCCDelta, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Ayslan Batista Barros
- Laboratório de Cultura de Células do Delta, LCCDelta, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Manoel Odorico Moraes
- Departamento de Fisiologia e Farmacologia, Núcleo de Pesquisa e Desenvolvimento de Medicamentos - NPDM, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Claudia Pessoa
- Departamento de Fisiologia e Farmacologia, Núcleo de Pesquisa e Desenvolvimento de Medicamentos - NPDM, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Caridad Noda Perez
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | | | - Fábio de Oliveira Silva Ribeiro
- Núcleo de Pesquisa em Biodiversidade e Biotecnologia (BIOTEC), Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Durcilene Alves da Silva
- Núcleo de Pesquisa em Biodiversidade e Biotecnologia (BIOTEC), Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Paulo Sérgio de Araújo Sousa
- Grupo de Pesquisa em Química Medicinal e Biotecnologia, QUIMEBIO, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | - Jefferson Almeida Rocha
- Grupo de Pesquisa em Química Medicinal e Biotecnologia, QUIMEBIO, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil
| | | | - Ana Jérsia Araujo
- Laboratório de Cultura de Células do Delta, LCCDelta, Universidade Federal do Delta do Parnaíba, Parnaíba, PI, Brazil.
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Edo GI, Yousif E, Al-Mashhadani MH. Modified chitosan: Insight on biomedical and industrial applications. Int J Biol Macromol 2024; 275:133526. [PMID: 38960250 DOI: 10.1016/j.ijbiomac.2024.133526] [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: 04/22/2024] [Revised: 06/22/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024]
Abstract
Chitosan (CS), a by -product of chitin deacetylation can be useful in a broad range of purposes, to mention agriculture, pharmaceuticals, material science, food and nutrition, biotechnology and of recent, in gene therapy. Chitosan is a highly desired biomolecule due to the existence of many sensitive functional groups inside the molecule and also because of its net cationicity. The latter provides flexibility for creating a wide range of derivatives for particular end users across various industries. This overview aims to compile some of the most recent research on the bio-related applications that chitosan and its derivatives can be used for. However, chitosan's reactive functional groups are amendable to chemical reaction. Modifying the material to show enhanced solubility, a greater range of application options and pH-sensitive targeting and others have been a major focus of chitosan research. This review describes the modifications of chitosan that have been made to improve its water solubility, pH sensitivity, and capacity to target chitosan derivatives. Applying the by-products of chitosan as antibacterial, in targeting, extended release and as delivery systems is also covered. The by-products of chitosan will be important and potentially useful in developing new biomedical drugs in time to come.
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Affiliation(s)
- Great Iruoghene Edo
- Department of Chemistry, College of Science, Al-Nahrain University, Baghdad, Iraq.
| | - Emad Yousif
- Department of Chemistry, College of Science, Al-Nahrain University, Baghdad, Iraq
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Yan C, He L, Ma Y, Cheng J, Shen L, Singla RK, Zhang Y. Establishing and Validating an Innovative Focal Adhesion-Linked Gene Signature for Enhanced Prognostic Assessment in Endometrial Cancer. Reprod Sci 2024; 31:2468-2480. [PMID: 38653857 DOI: 10.1007/s43032-024-01564-1] [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: 01/02/2024] [Accepted: 04/12/2024] [Indexed: 04/25/2024]
Abstract
Studies have highlighted the significant role of focal adhesion signaling in cancer. Nevertheless, its specific involvement in the pathogenesis of endometrial cancer and its clinical significance remains uncertain. We analyzed TCGA-UCEC and GSE119041 datasets with corresponding clinical data to investigate focal adhesion-related gene expression and their clinical significance. A signature, "FA-riskScore," was developed using LASSO regression in the TCGA cohort and validated in the GSE dataset. The FA-riskScore was compared with four existing models in terms of their prediction performance. We employed univariate and multivariate Cox regression analyses towards FA-riskScore to assess its independent prognostic value. A prognostic evaluation nomogram based on our model and clinical indexes was established subsequently. Biological and immune differences between high- and low-risk groups were explored through functional enrichment, PPI network analysis, mutation mining, TME evaluation, and single-cell analysis. Sensitivity tests on commonly targeted drugs were performed on both groups, and Connectivity MAP identified potentially effective molecules for high-risk patients. qRT-PCR validated the expressions of FA-riskScore genes. FA-riskScore, based on FN1, RELN, PARVG, and PTEN, indicated a poorer prognosis for high-risk patients. Compared with published models, FA-riskScore achieved better and more stable performance. High-risk groups exhibited a more challenging TME and suppressive immune status. qRT-PCR showed differential expression in FN1, RELN, and PTEN. Connectivity MAP analysis suggested that BU-239, potassium-canrenoate, and tubocurarine are effective for high-risk patients. This study introduces a novel prognostic model for endometrial cancer and offers insights into focal adhesion's role in cancer pathogenesis.
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Affiliation(s)
- Cuiyin Yan
- Department of Obstetrics and Gynecology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China
| | - Leilei He
- Department of Obstetrics and Gynecology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China
| | - Yuhui Ma
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China
| | - Jing Cheng
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, SAR, China
| | - Li Shen
- Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland.
| | - Rajeev K Singla
- Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, 144411, India.
| | - Yueming Zhang
- Department of Obstetrics and Gynecology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China.
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46
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Pereye OB, Nakagawa Y, Sato T, Fukunaka A, Aoyama S, Nishida Y, Mizutani W, Kobayashi N, Morishita Y, Oyama T, Kawabata-Iwakawa R, Watada H, Mizukami H, Fukuda A, Fujitani Y. Identification of Ppy-lineage cells as a novel origin of pancreatic ductal adenocarcinoma. J Pathol 2024; 263:429-441. [PMID: 38837231 DOI: 10.1002/path.6295] [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: 03/26/2024] [Accepted: 04/13/2024] [Indexed: 06/07/2024]
Abstract
The Ppy gene encodes pancreatic polypeptide (PP) secreted by PP- or γ-cells, which are a subtype of endocrine cells localised mainly in the islet periphery. For a detailed characterisation of PP cells, we aimed to establish PP cell lines. To this end, we generated a mouse model harbouring the SV40 large T antigen (TAg) in the Rosa26 locus, which is expressed upon Ppy-promoter-mediated Cre-loxP recombination. Whereas Insulin1-CreERT-mediated TAg expression in beta cells resulted in insulinoma, surprisingly, Ppy-Cre-mediated TAg expression resulted in the malignant transformation of Ppy-lineage cells. These mice showed distorted islet structural integrity at 5 days of age compared with normal islets. CK19+ duct-like lesions contiguous with the islets were observed at 2 weeks of age, and mice developed aggressive pancreatic ductal adenocarcinoma (PDAC) at 4 weeks of age, suggesting that PDAC can originate from the islet/endocrine pancreas. This was unexpected as PDAC is believed to originate from the exocrine pancreas. RNA-sequencing analysis of Ppy-lineage islet cells from 7-day-old TAg+ mice showed a downregulation and an upregulation of endocrine and exocrine genes, respectively, in addition to the upregulation of genes and pathways associated with PDAC. These results suggest that the expression of an oncogene in Ppy-lineage cells induces a switch from endocrine cell fate to PDAC. Our findings demonstrate that Ppy-lineage cells may be an origin of PDAC and may provide novel insights into the pathogenesis of pancreatic cancer, as well as possible therapeutic strategies. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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MESH Headings
- Animals
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/metabolism
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/metabolism
- Cell Lineage
- Mice
- Mice, Transgenic
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/pathology
- Cell Transformation, Neoplastic/metabolism
- Islets of Langerhans/pathology
- Islets of Langerhans/metabolism
- Antigens, Polyomavirus Transforming/genetics
- Antigens, Polyomavirus Transforming/metabolism
- Gene Expression Regulation, Neoplastic
- Humans
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Affiliation(s)
- Ofejiro Blessing Pereye
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Yuko Nakagawa
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Takashi Sato
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Ayako Fukunaka
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Shuhei Aoyama
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuya Nishida
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Wakana Mizutani
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Nanami Kobayashi
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Yohei Morishita
- Laboratory for Analytical Instruments, Education and Research Support Centre, Gunma University Graduate School of Medicine, Gunma, Japan
| | - Tetsunari Oyama
- Department of Diagnostic Pathology, Gunma University Graduate School of Medicine, Gunma, Japan
| | - Reika Kawabata-Iwakawa
- Division of Integrated Oncology Research, Gunma University Initiative for Advanced Research, Gunma, Japan
| | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hiroki Mizukami
- Department of Pathology and Molecular Medicine, Biomedical Research Centre, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Akihisa Fukuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yoshio Fujitani
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
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47
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Tong K, Yang Z, Jin S, Yang W, Yu R, Wang S, Yang C, Jiang F. Identification of the Shared Gene Signatures and Biological Mechanisms in Hyperplastic Enlarged Lobular Units and Breast Cancer. Biochem Genet 2024; 62:3071-3091. [PMID: 38063952 DOI: 10.1007/s10528-023-10588-2] [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: 08/16/2023] [Accepted: 11/06/2023] [Indexed: 07/31/2024]
Abstract
Breast cancer is a common cancer worldwide. Hyperplastic enlarged lobular units (HELUs) are common changes in the breasts of adult women. HELUs may be closely related to the occurrence and development of breast cancer. In this study, genes that are commonly contained in the expression profiles of the genomes of the two diseases and have significant differences in expression before and after the respective diseases were identified. Various enrichment analyses were performed according to the expression levels of these differentially expressed genes. Furthermore, LASSO regression analysis was performed on the differentially expressed genes to identify genes significantly related to survival. The optimal risk model for the survival of patients with breast cancer was established, and the accuracy of the model was verified on multiple data sets. A gene combination containing 17 genes was ultimately determined to be an independent prognostic factor. Kaplan‒Meier survival analysis demonstrated the good performance of this risk model. The study found that Shared Gene Signatures and Biological Mechanisms in Hyperplastic Enlarged Lobular Units and Breast Cancer, screened 17 important Shared Gene Signatures of Hyperplastic Enlarged Lobular Units which are closely related to the survival of breast cancer patients through machine learning, and established a prognosis model with high-accuracy, which is worthy of further exploration.
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Affiliation(s)
- Kuiyuan Tong
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, 223003, Jiangsu, China
| | - Zihao Yang
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, 223003, Jiangsu, China
| | - Shiyu Jin
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, 223003, Jiangsu, China
| | - Wanli Yang
- Translational Institute for Cancer Pain, Chongming Hospital Affiliated to Shanghai University of Health & Medicine Sciences (Xinhua Hospital Chongming Branch), Shanghai, 202150, China
| | - Ruihua Yu
- Translational Institute for Cancer Pain, Chongming Hospital Affiliated to Shanghai University of Health & Medicine Sciences (Xinhua Hospital Chongming Branch), Shanghai, 202150, China
| | - Shiyan Wang
- Faculty of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, 223003, Jiangsu, China.
- Jiangsu Provincial Engineering Laboratory for Biomass Conversion and Process Integration, Huaiyin Institute of Technology, Huaian, 223003, Jiangsu, China.
| | - Chao Yang
- Translational Institute for Cancer Pain, Chongming Hospital Affiliated to Shanghai University of Health & Medicine Sciences (Xinhua Hospital Chongming Branch), Shanghai, 202150, China.
| | - Feng Jiang
- Translational Institute for Cancer Pain, Chongming Hospital Affiliated to Shanghai University of Health & Medicine Sciences (Xinhua Hospital Chongming Branch), Shanghai, 202150, China.
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48
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Almier N, Leibowitz K, Gower AC, To S, Keller MR, Connizzo BK, Roh DS, Alani RM, Collard M. Targeting the Epigenome Reduces Keloid Fibroblast Cell Proliferation, Migration, and Invasion. J Invest Dermatol 2024:S0022-202X(24)01872-4. [PMID: 39009280 DOI: 10.1016/j.jid.2024.06.1274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 05/16/2024] [Accepted: 06/03/2024] [Indexed: 07/17/2024]
Abstract
Keloids are pathological fibroproliferative scars resulting from abnormal collagen deposition within and beyond the margins of the initial cutaneous insult. Keloids negatively impact QOL functionally and cosmetically, with current treatment modalities unsatisfactory. Recent studies indicate that epigenetic dysregulation is central to the development and progression of keloids. In this study, we evaluate the functional significance of epigenetic targeting strategies in vitro using patient-derived keloid fibroblasts treated with small-molecule inhibitors of histone deacetylases, LSD1, CoREST, and p300, as potential therapies for keloids. We find that both the dual-acting CoREST inhibitor corin and the histone deacetylase inhibitor entinostat reduce fibroblast proliferation more than the LSD1 inhibitor GSK-LSD1; in addition, corin was the most effective inhibitor of migration and invasion across keloid fibroblasts. RNA-sequencing analysis of keloid fibroblasts treated with corin demonstrates coordinate upregulation of many genes, including key mediators of cell adhesion such as claudins. Corin also downregulates gene sets involved in cell cycle progression, including reduced expression of cyclins A1 and B2 compared with that of DMSO. These results highlight a significant role for epigenetic regulation of pathologic mediators of keloidal scarring and suggest that inhibitors of the epigenetic CoREST repressor complex may prove beneficial in the prevention and/or treatment of keloidal scarring in patients.
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Affiliation(s)
- Nedaa Almier
- Department of Dermatology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Kassidy Leibowitz
- Department of Dermatology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Adam C Gower
- Clinical and Translational Science Institute, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Samantha To
- Department of Dermatology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Madelyn R Keller
- Department of Biomedical Engineering, Boston University College of Engineering, Boston, Massachusetts, USA
| | - Brianne K Connizzo
- Department of Biomedical Engineering, Boston University College of Engineering, Boston, Massachusetts, USA
| | - Daniel S Roh
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Rhoda M Alani
- Department of Dermatology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA.
| | - Marianne Collard
- Department of Dermatology, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA.
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49
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Zhang GL, Porter MJ, Awol AK, Orsburn BC, Canner SW, Gray JJ, O’Meally RN, Cole RN, Schnaar RL. The Human Ganglioside Interactome in Live Cells Revealed Using Clickable Photoaffinity Ganglioside Probes. J Am Chem Soc 2024; 146:17801-17816. [PMID: 38887845 PMCID: PMC11650378 DOI: 10.1021/jacs.4c03196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
Gangliosides, sialic acid bearing glycosphingolipids, are components of the outer leaflet of plasma membranes of all vertebrate cells. They contribute to cell regulation by interacting with proteins in their own membranes (cis) or their extracellular milieu (trans). As amphipathic membrane constituents, gangliosides present challenges for identifying their ganglioside protein interactome. To meet these challenges, we synthesized bifunctional clickable photoaffinity gangliosides, delivered them to plasma membranes of cultured cells, then captured and identified their interactomes using proteomic mass spectrometry. Installing probes on ganglioside lipid and glycan moieties, we captured cis and trans ganglioside-protein interactions. Ganglioside interactomes varied with the ganglioside structure, cell type, and site of the probe (lipid or glycan). Gene ontology revealed that gangliosides engage with transmembrane transporters and cell adhesion proteins including integrins, cadherins, and laminins. The approach developed is applicable to other gangliosides and cell types, promising to provide insights into molecular and cellular regulation by gangliosides.
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Affiliation(s)
- Gao-Lan Zhang
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Mitchell J. Porter
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Abduselam K. Awol
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Benjamin C. Orsburn
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Samuel W. Canner
- Program in Molecular Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Jeffrey J. Gray
- Program in Molecular Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Robert N. O’Meally
- Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Robert N. Cole
- Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| | - Ronald L. Schnaar
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
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50
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He J, Duan P, Liu Y, Feng T, Wang S, Lin X, Xie J, Liu X. Unveiling the Impact of Hemodynamics on Endothelial Inflammation-Mediated Hepatocellular Carcinoma Metastasis Using a Biomimetic Vascular Flow Model. Adv Healthc Mater 2024; 13:e2304439. [PMID: 38486060 DOI: 10.1002/adhm.202304439] [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: 12/13/2023] [Revised: 02/28/2024] [Indexed: 03/23/2024]
Abstract
Hepatocellular carcinoma (HCC) hematogenous dissemination is a leading cause of HCC-related deaths. The inflammatory facilitates this process by promoting the adhesion and invasion of tumor cells in the circulatory system. But the contribution of hemodynamics to this process remains poorly understood due to the lack of a suitable vascular flow model for investigation. This study develops a vascular flow model to examine the impact of hemodynamics on endothelial inflammation-mediated HCC metastasis. This work finds the increasing shear stress will reduce the recruitment of HCC cells by disturbing adhesion forces between endothelium and HCC cells. However, this reduction will be restored by the inflammation. When applying high FSS (4-6 dyn cm-2) to the inflammatory endothelium, there will be a 4.8-fold increase in HCC cell adhesions compared to normal condition. Nevertheless, the increase fold of cell adhesions is inapparent, around 1.5-fold, with low and medium FSS. This effect can be attributed to the FSS-induced upregulation of ICAM-1 and VCAM-1 of the inflammatory endothelium, which serve to strengthen cell binding forces. These findings indicate that hemodynamics plays a key role in HCC metastasis during endothelial inflammation by regulating the expression of adhesion-related factors.
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Affiliation(s)
- Jia He
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Peiyan Duan
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Yi Liu
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Tang Feng
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Shuo Wang
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Xinyi Lin
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Jing Xie
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Xiaoheng Liu
- Institute of Biomedical Engineering, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, China
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