1
|
Spinello Z, Besharat ZM, Mainiero F, Rughetti A, Masuelli L, Ferretti E, Catanzaro G. MiR-326: Role and significance in brain cancers. Noncoding RNA Res 2025; 12:56-64. [PMID: 40115178 PMCID: PMC11925037 DOI: 10.1016/j.ncrna.2025.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 02/17/2025] [Accepted: 02/18/2025] [Indexed: 03/23/2025] Open
Abstract
MicroRNAs (miRNAs) are small non-coding RNAs that act as critical regulators of gene expression by repressing mRNA translation. The role of miRNAs in cell physiology spans from cell cycle control to cell proliferation and differentiation, both during development and in adult tissues. Accordingly, dysregulated expression of miRNAs has been reported in several diseases, including cancer, where miRNAs can act as oncogenes or oncosuppressors. Of note, miRNA signatures are also under investigation for classification, diagnosis, and prognosis of cancer patients. Brain tumours are primarily associated with poor prognosis and high mortality, highlighting an urgent need for novel diagnostic, prognostic, and therapeutic tools. Among miRNAs investigated in brain tumours, miR-326 has been shown to act as a tumour suppressor in adult and paediatric brain cancers. In this review, we describe the role of miR-326 in malignant as well as benign cancers originating from brain tissue. In addition, since miR-326 expression can be regulated by other non-coding RNA species, adding a further layer of regulation in the cancer-promoting axis, we discuss this miRNA's role in targeted therapy for brain cancers.
Collapse
Affiliation(s)
- Zaira Spinello
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Zein Mersini Besharat
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Fabrizio Mainiero
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Aurelia Rughetti
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Laura Masuelli
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Elisabetta Ferretti
- Department of Experimental Medicine, Sapienza University of Rome, 00161, Rome, Italy
| | - Giuseppina Catanzaro
- Department of Life Science, Health, and Health Professions, Link Campus University, 00165, Rome, Italy
| |
Collapse
|
2
|
Shojaee P, Weinholtz E, Schaadt NS, Feuerhake F, Hatzikirou H. Biopsy location and tumor-associated macrophages in predicting malignant glioma recurrence using an in-silico model. NPJ Syst Biol Appl 2025; 11:3. [PMID: 39779740 PMCID: PMC11711667 DOI: 10.1038/s41540-024-00478-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 12/15/2024] [Indexed: 01/11/2025] Open
Abstract
Predicting the biological behavior and time to recurrence (TTR) of high-grade diffuse gliomas (HGG) after maximum safe neurosurgical resection and combined radiation and chemotherapy plays a pivotal role in planning clinical follow-up, selecting potentially necessary second-line treatment and improving the quality of life for patients diagnosed with a malignant brain tumor. The current standard-of-care (SoC) for HGG includes follow-up neuroradiological imaging to detect recurrence as early as possible and relies on several clinical, neuropathological, and radiological prognostic factors, which have limited accuracy in predicting TTR. In this study, using an in-silico analysis, we aim to improve predictive power for TTR by considering the role of (i) prognostically relevant information available through diagnostics used in the current SoC, (ii) advanced image-based information not currently part of the standard diagnostic workup, such as tumor-normal tissue interface (edge) features and quantitative data specific to biopsy positions within the tumor, and (iii) information on tumor-associated macrophages. In particular, we introduced a state-of-the-art spatio-temporal model of tumor-immune interactions, emphasizing the interplay between macrophages and glioma cells. This model serves as a synthetic reality for assessing the predictive value of various features. We generated a cohort of virtual patients based on our mathematical model. Each patient's dataset includes simulated T1Gd and Fluid-attenuated inversion recovery (FLAIR) MRI volumes. T1-weighted imaging highlights anatomical structures with high contrast, providing clear detail on brain morphology, whereas FLAIR suppresses fluid signals, improving the visualization of lesions near fluid-filled spaces, which is particularly helpful for identifying peritumoral edema. Additionally, we simulated results on macrophage density and proliferative activity, either in a specified part of the tumor, namely the tumor core or edge ("localized"), or unspecified ("non-localized"). To enhance the realism of our synthetic data, we imposed different levels of noise. Our findings reveal that macrophage density at the tumor edge contributed to a high predictive value of feature importance for the selected regression model. Moreover, there are lower MSE values for the "localized" biopsy in prediction accuracy toward recurrence post-resection compared with "non-localized" specimens in the noisy data. In conclusion, the results show that localized biopsies provided more information about tumor behavior, especially at the interface of tumor and normal tissue (Edge).
Collapse
Affiliation(s)
- Pejman Shojaee
- Center for Interdisciplinary Digital Sciences (CIDS), Department Information Services and High-Performance Computing (ZIH), Dresden University of Technology, 01062, Dresden, Germany
| | - Edwin Weinholtz
- Center for Interdisciplinary Digital Sciences (CIDS), Department Information Services and High-Performance Computing (ZIH), Dresden University of Technology, 01062, Dresden, Germany
| | - Nadine S Schaadt
- Department of Neuropathology, Institute for Pathology, Hannover Medical School, Hannover, Germany
| | - Friedrich Feuerhake
- Department of Neuropathology, Institute for Pathology, Hannover Medical School, Hannover, Germany
- Institute for Neuropathology, University Clinic Freiburg, Freiburg, Germany
| | - Haralampos Hatzikirou
- Center for Interdisciplinary Digital Sciences (CIDS), Department Information Services and High-Performance Computing (ZIH), Dresden University of Technology, 01062, Dresden, Germany.
- Mathematics Department, Khalifa University, Abu Dhabi, UAE.
| |
Collapse
|
3
|
He W, Lv W, Liu L, Gong Y, Song K, Xu J, Zhao W, Li S, Min Z, Chen Q, Yin J, Chen Y, Fang H, Xin H, Fang X. Enhanced Antiglioma Effect by a Vitamin D3-Inserted Lipid Hybrid Neutrophil Membrane Biomimetic Multimodal Nanoplatform. ACS NANO 2024; 18:35559-35574. [PMID: 39696957 DOI: 10.1021/acsnano.4c13470] [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
Glioblastoma, the most prevalent malignant brain tumor, is a lethal threat to human health, with aggressive and infiltrative growth characteristics that compromise the clinical treatment. Herein, we developed a vitamin D3-inserted lipid hybrid neutrophil membrane biomimetic multimodal nanoplatform (designated as NED@MnO2-DOX) through doxorubicin (DOX)-loaded manganese dioxide nanoparticles (MnO2) which were coated with a vitamin D3-inserted lipid hybrid neutrophil membrane. It was demonstrated that in addition to chemotherapy and chemo-dynamic therapy efficacy, NED@MnO2-DOX exhibited great power to activate and amplify immune responses related to the cGAS STING pathway, bolstering the secretion of type I interferon-β and proinflammatory cytokines, promoting the maturation of DC cells and infiltration of CD8+T cells into the glioma tissue, thereby reversing the immunosuppressive microenvironment of glioma from a "cold" tumor to a "hot" tumor. The biomimetic multimodal nanoplatform has potential as a multimodal strategy for glioma-targeted treatment, especially holding considerable promise for the development of innate immune therapy for glioma.
Collapse
Affiliation(s)
- Weichong He
- Department of Pharmacy, The Second People's Hospital of Changzhou, The Third Affiliated Hospital of Nanjing Medical University, Changzhou 213100, China
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Wei Lv
- Department of Pharmacy, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi 214499, China
| | - Linfeng Liu
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Yue Gong
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Kefan Song
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Jiangna Xu
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Wei Zhao
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Shengnan Li
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Zhiyi Min
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Qinhua Chen
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Jiaqing Yin
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Yuqin Chen
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
| | - Hufeng Fang
- Department of Pharmacy, The Second People's Hospital of Changzhou, The Third Affiliated Hospital of Nanjing Medical University, Changzhou 213100, China
| | - Hongliang Xin
- Department of Pharmaceutics, Pharmacy of School, Nanjing Medical University, Nanjing 211166, China
- Department of Radiology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center of Nanjing Medical University, Wuxi 214400, China
| | - Xiangming Fang
- Department of Radiology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center of Nanjing Medical University, Wuxi 214400, China
| |
Collapse
|
4
|
Bark SA, Dalmolin M, Malafaia O, Roesler R, Fernandes MAC, Isolan GR. Gene Expression of CSF3R/CD114 Is Associated with Poorer Patient Survival in Glioma. Int J Mol Sci 2024; 25:3020. [PMID: 38474265 DOI: 10.3390/ijms25053020] [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: 01/05/2024] [Revised: 02/27/2024] [Accepted: 02/29/2024] [Indexed: 03/14/2024] Open
Abstract
Gliomas comprise most cases of central nervous system (CNS) tumors. Gliomas afflict both adults and children, and glioblastoma (GBM) in adults represents the clinically most important type of malignant brain cancer, with a very poor prognosis. The cell surface glycoprotein CD114, which is encoded by the CSF3R gene, acts as the receptor for the granulocyte colony stimulating factor (GCSF), and is thus also called GCSFR or CSFR. CD114 is a marker of cancer stem cells (CSCs), and its expression has been reported in several cancer types. In addition, CD114 may represent one among various cases where brain tumors hijack molecular mechanisms involved in neuronal survival and synaptic plasticity. Here, we describe CSF3R mRNA expression in human gliomas and their association with patient prognosis as assessed by overall survival (OS). We found that the levels of CSF3R/CD114 transcripts are higher in a few different types of gliomas, namely astrocytoma, pilocytic astrocytoma, and GBM, in comparison to non-tumoral neural tissue. We also observed that higher expression of CSF3R/CD114 in gliomas is associated with poorer outcome as measured by a shorter OS. Our findings provide early evidence suggesting that CSF3R/CD114 shows a potential role as a prognosis marker of OS in patients with GBM.
Collapse
Affiliation(s)
- Samir Ale Bark
- Graduate Program in Principles of Surgery, Mackenzie Evangelical University, Curitiba 80730-000, PR, Brazil
- The Center for Advanced Neurology and Neurosurgery (CEANNE), Porto Alegre 90560-010, RS, Brazil
| | - Matheus Dalmolin
- InovAI Lab, nPITI/IMD, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
- Bioinformatics Multidisciplinary Environment (BioME), Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | - Osvaldo Malafaia
- Graduate Program in Principles of Surgery, Mackenzie Evangelical University, Curitiba 80730-000, PR, Brazil
| | - Rafael Roesler
- Department of Pharmacology, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
- Cancer and Neurobiology Laboratory, Experimental Research Center, Clinical Hospital (CPE-HCPA), Federal University of Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
- National Science and Technology Institute for Children's Cancer Biology and Pediatric Oncology-INCT BioOncoPed, Porto Alegre 90035-003, RS, Brazil
| | - Marcelo A C Fernandes
- InovAI Lab, nPITI/IMD, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
- Bioinformatics Multidisciplinary Environment (BioME), Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
- Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | - Gustavo R Isolan
- Graduate Program in Principles of Surgery, Mackenzie Evangelical University, Curitiba 80730-000, PR, Brazil
- The Center for Advanced Neurology and Neurosurgery (CEANNE), Porto Alegre 90560-010, RS, Brazil
- National Science and Technology Institute for Children's Cancer Biology and Pediatric Oncology-INCT BioOncoPed, Porto Alegre 90035-003, RS, Brazil
| |
Collapse
|