Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.

Neuroblastoma, the most common extracranial solid malignancy among children, originates from undifferentiated neural crest cells (NCC). Despite recent intensified treatment, high-risk patients still have a high mortality rate. To explore a new therapeutic strategy, we performed an integrated genomic...

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Main Authors: Shunsuke Kimura, Masahiro Sekiguchi, Kentaro Watanabe, Mitsuteru Hiwatarai, Masafumi Seki, Kenichi Yoshida, Tomoya Isobe, Yusuke Shiozawa, Hiromichi Suzuki, Noriko Hoshino, Yasuhide Hayashi, Akira Oka, Satoru Miyano, Seishi Ogawa, Junko Takita
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0245526
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spelling doaj-cb5d0acf895940d789cb063b2d2338822021-06-12T04:31:09ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01161e024552610.1371/journal.pone.0245526Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.Shunsuke KimuraMasahiro SekiguchiKentaro WatanabeMitsuteru HiwataraiMasafumi SekiKenichi YoshidaTomoya IsobeYusuke ShiozawaHiromichi SuzukiNoriko HoshinoYasuhide HayashiAkira OkaSatoru MiyanoSeishi OgawaJunko TakitaNeuroblastoma, the most common extracranial solid malignancy among children, originates from undifferentiated neural crest cells (NCC). Despite recent intensified treatment, high-risk patients still have a high mortality rate. To explore a new therapeutic strategy, we performed an integrated genomic and transcriptomic analysis of 30 high-risk neuroblastoma cases. Based on the expression profiling of RNA sequencing, neuroblastoma was classified into Mesenchymal (MES; n = 5) and Noradrenergic (ADRN; n = 25) clusters, as previously reported in the super-enhancer landscape. The expression patterns in MES-cluster cases were similar to normal adrenal glands, with enrichment in secretion-related pathways, suggesting chromaffin cell-like features built from NCC-derived Schwann cell precursors (SCPs). In contrast, neuron-related pathways were enriched in the ADRN-cluster, indicating sympathoblast features reported to originate from NCC but not via SCPs. Thus, MES- and ADRN-clusters were assumed to be corresponding to differentiation pathways through SCP and sympathoblast, respectively. ADRN-cluster cases were further classified into MYCN- and ATRX-clusters, characterized by genetic alterations, MYCN amplifications and ATRX alterations, respectively. MYCN-cluster cases showed high expression of ALDH18A1, encoding P5CS related to proline production. As reported in other cancers, this might cause reprogramming of proline metabolism leading to tumor specific proline vulnerability candidate for a target therapy of metabolic pathway. In ATRX-cluster, SLC18A2 (VMAT2), an enzyme known to prevent cell toxicity due to the oxidation of dopamine, was highly expressed and VMAT2 inhibitor (GZ-793A) represented significant attenuation of cell growth in NB-69 cell line (high SLC18A2 expression, no MYCN amplification) but not in IMR-32 cell line (MYCN amplification). In addition, the correlation of VMAT2 expression with metaiodobenzylguanidine (MIBG) avidity suggested a combination of VMAT2 inhibitor and MIBG radiation for a novel potential therapeutic strategy in ATRX-cluster cases. Thus, targeting the characteristics of unique neuroblastomas may prospectively improve prognosis.https://doi.org/10.1371/journal.pone.0245526
collection DOAJ
language English
format Article
sources DOAJ
author Shunsuke Kimura
Masahiro Sekiguchi
Kentaro Watanabe
Mitsuteru Hiwatarai
Masafumi Seki
Kenichi Yoshida
Tomoya Isobe
Yusuke Shiozawa
Hiromichi Suzuki
Noriko Hoshino
Yasuhide Hayashi
Akira Oka
Satoru Miyano
Seishi Ogawa
Junko Takita
spellingShingle Shunsuke Kimura
Masahiro Sekiguchi
Kentaro Watanabe
Mitsuteru Hiwatarai
Masafumi Seki
Kenichi Yoshida
Tomoya Isobe
Yusuke Shiozawa
Hiromichi Suzuki
Noriko Hoshino
Yasuhide Hayashi
Akira Oka
Satoru Miyano
Seishi Ogawa
Junko Takita
Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
PLoS ONE
author_facet Shunsuke Kimura
Masahiro Sekiguchi
Kentaro Watanabe
Mitsuteru Hiwatarai
Masafumi Seki
Kenichi Yoshida
Tomoya Isobe
Yusuke Shiozawa
Hiromichi Suzuki
Noriko Hoshino
Yasuhide Hayashi
Akira Oka
Satoru Miyano
Seishi Ogawa
Junko Takita
author_sort Shunsuke Kimura
title Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
title_short Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
title_full Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
title_fullStr Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
title_full_unstemmed Association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
title_sort association of high-risk neuroblastoma classification based on expression profiles with differentiation and metabolism.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description Neuroblastoma, the most common extracranial solid malignancy among children, originates from undifferentiated neural crest cells (NCC). Despite recent intensified treatment, high-risk patients still have a high mortality rate. To explore a new therapeutic strategy, we performed an integrated genomic and transcriptomic analysis of 30 high-risk neuroblastoma cases. Based on the expression profiling of RNA sequencing, neuroblastoma was classified into Mesenchymal (MES; n = 5) and Noradrenergic (ADRN; n = 25) clusters, as previously reported in the super-enhancer landscape. The expression patterns in MES-cluster cases were similar to normal adrenal glands, with enrichment in secretion-related pathways, suggesting chromaffin cell-like features built from NCC-derived Schwann cell precursors (SCPs). In contrast, neuron-related pathways were enriched in the ADRN-cluster, indicating sympathoblast features reported to originate from NCC but not via SCPs. Thus, MES- and ADRN-clusters were assumed to be corresponding to differentiation pathways through SCP and sympathoblast, respectively. ADRN-cluster cases were further classified into MYCN- and ATRX-clusters, characterized by genetic alterations, MYCN amplifications and ATRX alterations, respectively. MYCN-cluster cases showed high expression of ALDH18A1, encoding P5CS related to proline production. As reported in other cancers, this might cause reprogramming of proline metabolism leading to tumor specific proline vulnerability candidate for a target therapy of metabolic pathway. In ATRX-cluster, SLC18A2 (VMAT2), an enzyme known to prevent cell toxicity due to the oxidation of dopamine, was highly expressed and VMAT2 inhibitor (GZ-793A) represented significant attenuation of cell growth in NB-69 cell line (high SLC18A2 expression, no MYCN amplification) but not in IMR-32 cell line (MYCN amplification). In addition, the correlation of VMAT2 expression with metaiodobenzylguanidine (MIBG) avidity suggested a combination of VMAT2 inhibitor and MIBG radiation for a novel potential therapeutic strategy in ATRX-cluster cases. Thus, targeting the characteristics of unique neuroblastomas may prospectively improve prognosis.
url https://doi.org/10.1371/journal.pone.0245526
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