2022
DOI: 10.3389/fninf.2022.1034793
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Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma

Abstract: BackgroundNeuroblastoma is the most common extracranial solid tumor of childhood, arising from the sympathetic nervous system. High-risk neuroblastoma (HRNB) remains a major therapeutic challenge with low survival rates despite the intensification of therapy. This study aimed to develop a malignant-cell marker gene signature (MMGS) that might serve as a prognostic indicator in HRNB patients.MethodsMulti-omics datasets, including mRNA expression (single-cell and bulk), DNA methylation, and clinical information … Show more

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“…Recent developments in three-dimensional, microfluidic, and multicellular systems used for neuroblastoma research [ 150 ] are promising, especially for testing new therapeutic approaches [ 118 , 160 , 253 , 254 ], including natural product research [ 177 ], immunotherapy [ 172 , 255 , 256 ], and new multimodal strategies for high-risk neuroblastoma [ 149 ]. A heterogenous disease such as neuroblastoma may largely benefit from comprehensive approaches involving a combination of various biological models supplemented by mathematical simulations [ 146 , 235 , 257 , 258 ]. Such strategies give promise for a better understanding of the malignancy, which may facilitate the development of effective therapies and improve the outcome for patients.…”
Section: Discussionmentioning
confidence: 99%
“…Recent developments in three-dimensional, microfluidic, and multicellular systems used for neuroblastoma research [ 150 ] are promising, especially for testing new therapeutic approaches [ 118 , 160 , 253 , 254 ], including natural product research [ 177 ], immunotherapy [ 172 , 255 , 256 ], and new multimodal strategies for high-risk neuroblastoma [ 149 ]. A heterogenous disease such as neuroblastoma may largely benefit from comprehensive approaches involving a combination of various biological models supplemented by mathematical simulations [ 146 , 235 , 257 , 258 ]. Such strategies give promise for a better understanding of the malignancy, which may facilitate the development of effective therapies and improve the outcome for patients.…”
Section: Discussionmentioning
confidence: 99%