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Zhou J, Du H, Cai W. Narrative review: precision medicine applications in neuroblastoma-current status and future prospects. Transl Pediatr 2024; 13:164-177. [PMID: 38323175 PMCID: PMC10839273 DOI: 10.21037/tp-23-557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 01/11/2024] [Indexed: 02/08/2024] Open
Abstract
Background and Objective Neuroblastoma (NB) is a common malignant tumor in children, and its treatment remains challenging. Precision medicine, as an individualized treatment strategy, aims to improve efficacy and reduce toxicity by combining unique patient- and tumor-related factors, bringing new hope for NB treatment. In this article, we review the evidence related to precision medicine in NB, with a focus on potential clinically actionable targets and a series of targeted drugs associated with NB. Methods We conducted an extensive search in PubMed, EMBASE, and Web of Science using key terms and database-specific strategies, filtered for time and language, to ensure a comprehensive collection of literature related to precision medicine in NB. The main search terms consisted of "neuroblastoma", "precision medicine", "pediatrics", and "targeting". The articles included in this study encompass those published from 1985 to the present, without restrictions on the type of articles. Key Content and Findings ALK inhibitors and MYCN inhibitors have been developed to interfere with tumor cell growth and dissemination, thereby improving treatment outcomes. Additionally, systematic testing to identify relevant driver mutations is crucial and can be used for diagnosis and prognostic assessment through the detection of many associated molecular markers. Furthermore, liquid biopsy, a non-invasive tumor detection method, can complement tissue biopsy and play a role in NB by analyzing circulating tumor DNA and circulating tumor cells to provide genetic information and molecular characteristics of the tumor. Recently, trials conducted by many pediatric oncology groups have shown the urgent need for new approaches to cure relapsed and refractory patients. Conclusions The purpose of this review is to summarize the latest advances in clinical treatment of NB, to better understand and focus on the development of promising treatment approaches, and to expedite the transition to the precision medicine clinical relevance in NB patients.
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Affiliation(s)
- Jiao Zhou
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hongmei Du
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Weisong Cai
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
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Chicco D, Haupt R, Garaventa A, Uva P, Luksch R, Cangelosi D. Computational intelligence analysis of high-risk neuroblastoma patient health records reveals time to maximum response as one of the most relevant factors for outcome prediction. Eur J Cancer 2023; 193:113291. [PMID: 37708628 DOI: 10.1016/j.ejca.2023.113291] [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: 02/01/2023] [Revised: 07/24/2023] [Accepted: 08/09/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE Seek new candidate prognostic markers for neuroblastoma outcome, relapse or progression. MATERIALS AND METHODS In this multicentre and retrospective study, Random Forests coupled with recursive feature elimination techniques were applied to electronic records (55 clinical features) of 3034 neuroblastoma patients. To assess model performance and feature importance, dataset was split into a training set (80%) and a test set (20%). RESULTS In the test set, the mean Matthews correlation coefficient for the Random Forests models was greater than 0.46. Feature importance analysis revealed that, together with maximum response to first-line treatment (D_MAX_RESP), time to maximum response to first-line treatment (TIME_MAX_RESP.days) is a relevant predictor of both patients' outcome and relapse\progression. We showed the prognostic value of the max response to first-line treatment in clinically relevant subsets of high-, intermediate-, and low-risk patients for both overall and relapse-free survival (Log-rank p-value<0.0001). In high-risk patients older than 18 months and stage 4 tumour achieving a complete response or very good partial response, patients who exhibited a D_MAX_RESP greater than 9 months showed a better prognosis with respect to patients achieving D_MAX_RESP earlier than 9 months (overall survival): hazard ratio 3.3 95% confidence interval 1.8-5.9, Log-rank p-value p < 0.0001; relapse-free survival: 3.2 95%CI 1.8-5.6, Log-rank p-value p < 0.0001). CONCLUSION Our findings evidence the emerging role of the TIME_MAX_RESP.days in addition to the D_MAX_RESP as relevant predictors of outcome and relapse\progression in neuroblastoma with potential clinical impact on the management and treatment of patients.
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Affiliation(s)
- Davide Chicco
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Dipartimento di Informatica Sistemistica e Comunicazione, Università di Milano-Bicocca, Milan, Italy
| | - Riccardo Haupt
- DOPO Clinic, Department of Hematology/Oncology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | | | - Paolo Uva
- Unità di Bioinformatica Clinica, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Roberto Luksch
- S.C. Pediatria oncologica, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Davide Cangelosi
- Unità di Bioinformatica Clinica, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
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Zhao ML, Wang JX, Bian XK, Zhang J, Han YW, Xu SX, Lee SC, Zhao JZ. Hexavalent chromium causes centrosome amplification by inhibiting the binding between TMOD2 and NPM2. Toxicol Lett 2023; 380:12-22. [PMID: 36963620 DOI: 10.1016/j.toxlet.2023.03.008] [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: 11/30/2022] [Revised: 02/15/2023] [Accepted: 03/21/2023] [Indexed: 03/26/2023]
Abstract
BACKGROUND Hexavalent chromium can promote centrosome amplification (CA) as well as tumorigenesis. Since CA can lead to tumorigenesis, it is plausible that the chromium promotes the development of cancer via CA. In the present study, we investigated the signaling pathways of the chromium-induced CA. RESULTS Our results showed that sub-toxic concentration of chromium was able to cause CA in HCT116 cells, and decrease the expression of TMOD2 and NPM2. Furthermore, TMOD2 and NPM2 interacted to each other via their C-terminal and the N-terminal, respectively, which was inhibited by the chromium. Overexpression of TMOD2 and NPM2 increased their binding and significantly attenuated the CA. Moreover, TMOD2 and NPM2 were co-localized with the centrosomes. The chromium inhibited the centrosomeal localization of NPM2, which was reversed by the overexpression of TMOD2, C-terminal of TMOD2, but not the N-terminal of NPM2. CONCLUSION Our results suggest that the chromium induces CA via inhibiting the binding between TMOD2 and NPM2 as well as the dissociation of NPM2 from centrosomes. AVAILABILITY OF DATA AND MATERIALS The data and materials are available from the corresponding authors.
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Affiliation(s)
- Meng Lu Zhao
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Jia Xin Wang
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Xue Kai Bian
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Jun Zhang
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Ya Wen Han
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Si Xian Xu
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China
| | - Shao Chin Lee
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China.
| | - Ji Zhong Zhao
- Institute of Biomedical Sciences and School of Life Sciences, Jiangsu Normal University, Jiangsu 221112, PR China.
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Zhang Y, Liu X, Li A, Tang X. A pan-cancer analysis on the carcinogenic effect of human adenomatous polyposis coli. PLoS One 2022; 17:e0265655. [PMID: 35303016 PMCID: PMC8932560 DOI: 10.1371/journal.pone.0265655] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 03/04/2022] [Indexed: 11/26/2022] Open
Abstract
Adenomatous polyposis coli (APC) is the most commonly mutated gene in colon cancer and can cause familial adenomatous polyposis (FAP). Hypermethylation of the APC promoter can also promote the development of breast cancer, indicating that APC is not limited to association with colorectal neoplasms. However, no pan-cancer analysis has been conducted. We studied the location and structure of APC and the expression and potential role of APC in a variety of tumors by using The Cancer Genome Atlas and Gene Expression Omnibus databases and online bioinformatics analysis tools. The APC is located at 5q22.2, and its protein structure is conserved among H. sapiens, M. musculus with C. elaphus hippelaphus. The APC identity similarity between homo sapiens and mus musculus reaches 90.1%. Moreover, APC is highly specifically expressed in brain tissues and bipolar cells but has low expression in most cancers. APC is mainly expressed on the cell membrane and is not detected in plasma by mass spectrometry. APC is low expressed in most tumor tissues, and there is a significant correlation between the expressed level of APC and the main pathological stages as well as the survival and prognosis of tumor patients. In most tumors, APC gene has mutation and methylation and an enhanced phosphorylation level of some phosphorylation sites, such as T1438 and S2260. The expressed level of APC is also involved in the level of CD8+ T-cell infiltration, Tregs infiltration, and cancer-associated fibroblast infiltration. We conducted a gene correlation study, but the findings seemed to contradict the previous analysis results of the low expression of the APC gene in most cancers. Our research provides a comparative wholesale understanding of the carcinogenic effects of APC in various cancers, which will help anti-cancer research.
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Affiliation(s)
- Yinci Zhang
- Medical School, Anhui University of Science and Technology, Huainan, China
- Institute of Environment-Friendly Materials and Occupational Health of Anhui University of Science and Technology (Wuhu), Wuhu, China
| | - Xinkuang Liu
- Medical School, Anhui University of Science and Technology, Huainan, China
| | - Amin Li
- Medical School, Anhui University of Science and Technology, Huainan, China
- Institute of Environment-Friendly Materials and Occupational Health of Anhui University of Science and Technology (Wuhu), Wuhu, China
| | - Xiaolong Tang
- Medical School, Anhui University of Science and Technology, Huainan, China
- Institute of Environment-Friendly Materials and Occupational Health of Anhui University of Science and Technology (Wuhu), Wuhu, China
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Shawraba F, Hammoud H, Mrad Y, Saker Z, Fares Y, Harati H, Bahmad HF, Nabha S. Biomarkers in Neuroblastoma: An Insight into Their Potential Diagnostic and Prognostic Utilities. Curr Treat Options Oncol 2021; 22:102. [PMID: 34580780 DOI: 10.1007/s11864-021-00898-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2021] [Indexed: 12/23/2022]
Abstract
OPINION STATEMENT Neuroblastoma (NB) is a heterogeneous solid tumor of the pediatric population that originates from neural crest cells and affects the developing sympathetic nervous system. It is the most common neuroblastic tumor accounting for approximately 10% of all childhood cancers and 10-15% of pediatric tumor mortalities. The outcomes range from spontaneous tumor regression in low-risk groups to metastasis and death even after multimodal therapy in high-risk groups. Hence, the detection of NB at an early stage improves outcomes and provides a better prognosis for patients. Early detection and prognosis of NB depend on specific molecules termed biomarkers which can be tissue-specific or circulating. Certain biomarkers are employed in the classification of NB into different groups to improve the treatment and prognosis, and others can be used as therapeutic targets. Therefore, novel biomarker discovery is essential for the early detection of NB, predicting the course of the disease, and developing new targeted treatment strategies. In this review, we aim to summarize the literature pertinent to some important biomarkers of NB and discuss the prognostic role of these biomarkers as well as their potential role in targeted therapy.
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Affiliation(s)
- Fatima Shawraba
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon
| | - Hussein Hammoud
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon
| | - Yara Mrad
- Université Clermont Auvergne, Inserm, Neuro-Dol, Clermont-Ferrand, France
| | - Zahraa Saker
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon
| | - Youssef Fares
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon.,Department of Neurosurgery, Faculty of Medical Sciences, Lebanese University, Beirut, Lebanon
| | - Hayat Harati
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon
| | - Hisham F Bahmad
- Arkadi M. Rywlin M.D. Department of Pathology and Laboratory Medicine, Mount Sinai Medical Center, 4300 Alton Rd, Miami Beach, FL, 33140, USA.
| | - Sanaa Nabha
- Neuroscience Research Center, Faculty of Medical Sciences, Lebanese University, Hadath, Beirut, Lebanon.
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Abstract
Simple Summary Cell migration is an essential process from embryogenesis to cell death. This is tightly regulated by numerous proteins that help in proper functioning of the cell. In diseases like cancer, this process is deregulated and helps in the dissemination of tumor cells from the primary site to secondary sites initiating the process of metastasis. For metastasis to be efficient, cytoskeletal components like actin, myosin, and intermediate filaments and their associated proteins should co-ordinate in an orderly fashion leading to the formation of many cellular protrusions-like lamellipodia and filopodia and invadopodia. Knowledge of this process is the key to control metastasis of cancer cells that leads to death in 90% of the patients. The focus of this review is giving an overall understanding of these process, concentrating on the changes in protein association and regulation and how the tumor cells use it to their advantage. Since the expression of cytoskeletal proteins can be directly related to the degree of malignancy, knowledge about these proteins will provide powerful tools to improve both cancer prognosis and treatment. Abstract Successful metastasis depends on cell invasion, migration, host immune escape, extravasation, and angiogenesis. The process of cell invasion and migration relies on the dynamic changes taking place in the cytoskeletal components; actin, tubulin and intermediate filaments. This is possible due to the plasticity of the cytoskeleton and coordinated action of all the three, is crucial for the process of metastasis from the primary site. Changes in cellular architecture by internal clues will affect the cell functions leading to the formation of different protrusions like lamellipodia, filopodia, and invadopodia that help in cell migration eventually leading to metastasis, which is life threatening than the formation of neoplasms. Understanding the signaling mechanisms involved, will give a better insight of the changes during metastasis, which will eventually help targeting proteins for treatment resulting in reduced mortality and longer survival.
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Roy J, Das B, Jain N, Mallick B. PIWI‐interacting RNA 39980 promotes tumor progression and reduces drug sensitivity in neuroblastoma cells. J Cell Physiol 2019; 235:2286-2299. [DOI: 10.1002/jcp.29136] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Accepted: 08/23/2019] [Indexed: 02/06/2023]
Affiliation(s)
- Jyoti Roy
- Department of Life Science, RNAi and Functional Genomics Lab National Institute of Technology Rourkela Rourkela Odisha India
| | - Basudeb Das
- Department of Life Science, RNAi and Functional Genomics Lab National Institute of Technology Rourkela Rourkela Odisha India
| | - Neha Jain
- Department of Life Science, RNAi and Functional Genomics Lab National Institute of Technology Rourkela Rourkela Odisha India
| | - Bibekanand Mallick
- Department of Life Science, RNAi and Functional Genomics Lab National Institute of Technology Rourkela Rourkela Odisha India
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