TY - JOUR
T1 - Noninvasive MRI Native T1 Mapping Detects Response to MYCN-targeted Therapies in the Th-MYCN Model of Neuroblastoma
AU - Zormpas Petridis, Konstantinos
AU - Poon, E
AU - Clarke, M
AU - Jerome, NP
AU - Boult, JKR
AU - Blackledge, MD
AU - Carceller, F
AU - Koers, A
AU - Barone, G
AU - Pearson, ADJ
AU - Moreno, L
AU - Anderson, J
AU - Sebire, N
AU - McHugh, K
AU - Koh, DM
AU - Chesler, L
AU - Yuan, Y
AU - Robinson, SP
AU - Jamin, Y
PY - 2020
Y1 - 2020
N2 - 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. T-1 mapping is an MRI scan that measures the proton spin-lattice relaxation time T-1. 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 T-1 mapping is sensitive to the rich histopathologic heterogeneity of neuroblastoma in the Th-MYCN transgenic model. Regions with high native T-1 corresponded to regions dense in proliferative undifferentiated neuroblasts, whereas regions characterized by low T-1 were rich in apoptotic or differentiating neuroblasts. Reductions in tumor-native T-1 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 T-1 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.
AB - 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. T-1 mapping is an MRI scan that measures the proton spin-lattice relaxation time T-1. 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 T-1 mapping is sensitive to the rich histopathologic heterogeneity of neuroblastoma in the Th-MYCN transgenic model. Regions with high native T-1 corresponded to regions dense in proliferative undifferentiated neuroblasts, whereas regions characterized by low T-1 were rich in apoptotic or differentiating neuroblasts. Reductions in tumor-native T-1 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 T-1 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.
KW - N/A
KW - N/A
UR - https://publicatt.unicatt.it/handle/10807/304477
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85089786982&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85089786982&origin=inward
U2 - 10.1158/0008-5472.CAN-20-0133
DO - 10.1158/0008-5472.CAN-20-0133
M3 - Article
SN - 0008-5472
VL - 80
SP - 3424
EP - 3435
JO - Cancer Research
JF - Cancer Research
IS - 16
ER -