Literature DB >> 32595135

Noninvasive MRI Native T1 Mapping Detects Response to MYCN-targeted Therapies in the Th-MYCN Model of Neuroblastoma.

Konstantinos Zormpas-Petridis1, Evon Poon2, Matthew Clarke3, Neil P Jerome1,4,5, Jessica K R Boult1, Matthew D Blackledge1, Fernando Carceller2,6, Alexander Koers2, Giuseppe Barone7, Andrew D J Pearson2, Lucas Moreno8, John Anderson7,9, Neil Sebire9,10, Kieran McHugh11, Dow-Mu Koh1, Louis Chesler2, Yinyin Yuan3, Simon P Robinson1, Yann Jamin12.   

Abstract

Noninvasive early indicators of treatment response are crucial to the successful delivery of precision medicine in children with cancer. Neuroblastoma is a common solid tumor of young children that arises from anomalies in neural crest development. Therapeutic approaches aiming to destabilize MYCN protein, such as small-molecule inhibitors of Aurora A and mTOR, are currently being evaluated in early phase clinical trials in children with high-risk MYCN-driven disease, with limited ability to evaluate conventional pharmacodynamic biomarkers of response. T1 mapping is an MRI scan that measures the proton spin-lattice relaxation time T1. Using a multiparametric MRI-pathologic cross-correlative approach and computational pathology methodologies including a machine learning-based algorithm for the automatic detection and classification of neuroblasts, we show here that T1 mapping is sensitive to the rich histopathologic heterogeneity of neuroblastoma in the Th-MYCN transgenic model. Regions with high native T1 corresponded to regions dense in proliferative undifferentiated neuroblasts, whereas regions characterized by low T1 were rich in apoptotic or differentiating neuroblasts. Reductions in tumor-native T1 represented a sensitive biomarker of response to treatment-induced apoptosis with two MYCN-targeted small-molecule inhibitors, Aurora A kinase inhibitor alisertib (MLN8237) and mTOR inhibitor vistusertib (AZD2014). Overall, we demonstrate the potential of T1 mapping, a scan readily available on most clinical MRI scanners, to assess response to therapy and guide clinical trials for children with neuroblastoma. The study reinforces the potential role of MRI-based functional imaging in delivering precision medicine to children with neuroblastoma. SIGNIFICANCE: This study shows that MRI-based functional imaging can detect apoptotic responses to MYCN-targeted small-molecule inhibitors in a genetically engineered murine model of MYCN-driven neuroblastoma. ©2020 American Association for Cancer Research.

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Year:  2020        PMID: 32595135     DOI: 10.1158/0008-5472.CAN-20-0133

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  4 in total

1.  Assessing Response to Therapy in Neuroblastoma with MRI T1 Mapping.

Authors:  Gary D Luker
Journal:  Radiol Imaging Cancer       Date:  2020-09-25

2.  Contrast-free MRI quantitative parameters for early prediction of pathological response to neoadjuvant chemotherapy in breast cancer.

Authors:  Siyao Du; Si Gao; Ruimeng Zhao; Hongbo Liu; Yan Wang; Xixun Qi; Shu Li; Jibin Cao; Lina Zhang
Journal:  Eur Radiol       Date:  2022-03-10       Impact factor: 7.034

Review 3.  AI in spotting high-risk characteristics of medical imaging and molecular pathology.

Authors:  Chong Zhang; Jionghui Gu; Yangyang Zhu; Zheling Meng; Tong Tong; Dongyang Li; Zhenyu Liu; Yang Du; Kun Wang; Jie Tian
Journal:  Precis Clin Med       Date:  2021-12-04

4.  18F-meta-fluorobenzylguanidine (18F-mFBG) to monitor changes in norepinephrine transporter expression in response to therapeutic intervention in neuroblastoma models.

Authors:  Stephen Turnock; David R Turton; Carlos Daniel Martins; Louis Chesler; Thomas C Wilson; Véronique Gouverneur; Graham Smith; Gabriela Kramer-Marek
Journal:  Sci Rep       Date:  2020-12-01       Impact factor: 4.379

  4 in total

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