TY - JOUR
T1 - Protein drug target activation homogeneity in the face of intra-tumor heterogeneity: implications for precision medicine
AU - Parasido, Erika Maria
AU - Silvestri, Alessandra
AU - Canzonieri, Vincenzo
AU - Belluco, Claudio
AU - Diodoro, Maria Grazia
AU - Milione, Massimo
AU - Melotti, Flavia
AU - De Maria Marchiano, Ruggero
AU - Liotta, Lance
AU - Petricoin, Emanuel F
AU - Pierobon, Mariaelena
PY - 2016
Y1 - 2016
N2 - INTRODUCTION: Recent studies indicated tumors may be comprised of heterogeneous\r\nmolecular subtypes and incongruent molecular portraits may emerge if different\r\nareas of the tumor are sampled. This study explored the impact of intra-tumoral\r\nheterogeneity in terms of activation/phosphorylation of FDA approved drug targets\r\nand downstream kinase substrates.\r\nMATERIAL AND METHODS: Two independent sets of liver metastases from colorectal\r\ncancer were used to evaluate protein kinase-driven signaling networks within\r\ndifferent areas using laser capture microdissection and reverse phase protein\r\narray.\r\nRESULTS: Unsupervised hierarchical clustering analysis indicated that the\r\nsignaling architecture and activation of the MAPK and AKT-mTOR pathways were\r\nconsistently maintained within different regions of the same biopsy.\r\nIntra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold\r\nchange, while inter-patients variability reached fold change values of 5.01.\r\nCONCLUSIONS: Protein pathway activation mapping of enriched tumor cells obtained \r\nfrom different regions of the same tumor indicated consistency and robustness\r\nindependent of the region sampled. This suggests a dominant protein pathway\r\nnetwork may be activated in a high percentage of the tumor cell population. Given\r\nthe genomic intra-tumoral variability, our data suggest that\r\nprotein/phosphoprotein signaling measurements should be integrated with genomic\r\nanalysis for precision medicine based analysis.
AB - INTRODUCTION: Recent studies indicated tumors may be comprised of heterogeneous\r\nmolecular subtypes and incongruent molecular portraits may emerge if different\r\nareas of the tumor are sampled. This study explored the impact of intra-tumoral\r\nheterogeneity in terms of activation/phosphorylation of FDA approved drug targets\r\nand downstream kinase substrates.\r\nMATERIAL AND METHODS: Two independent sets of liver metastases from colorectal\r\ncancer were used to evaluate protein kinase-driven signaling networks within\r\ndifferent areas using laser capture microdissection and reverse phase protein\r\narray.\r\nRESULTS: Unsupervised hierarchical clustering analysis indicated that the\r\nsignaling architecture and activation of the MAPK and AKT-mTOR pathways were\r\nconsistently maintained within different regions of the same biopsy.\r\nIntra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold\r\nchange, while inter-patients variability reached fold change values of 5.01.\r\nCONCLUSIONS: Protein pathway activation mapping of enriched tumor cells obtained \r\nfrom different regions of the same tumor indicated consistency and robustness\r\nindependent of the region sampled. This suggests a dominant protein pathway\r\nnetwork may be activated in a high percentage of the tumor cell population. Given\r\nthe genomic intra-tumoral variability, our data suggest that\r\nprotein/phosphoprotein signaling measurements should be integrated with genomic\r\nanalysis for precision medicine based analysis.
KW - intra-tumor heterogeneity
KW - kinase signaling
KW - laser capture microdissection
KW - personalized therapy
KW - reverse phase protein microarray
KW - intra-tumor heterogeneity
KW - kinase signaling
KW - laser capture microdissection
KW - personalized therapy
KW - reverse phase protein microarray
UR - https://publicatt.unicatt.it/handle/10807/93684
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85025802790&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85025802790&origin=inward
U2 - 10.18632/oncotarget.14019
DO - 10.18632/oncotarget.14019
M3 - Article
SN - 1949-2553
VL - 2016
SP - N/A-N/A
JO - Oncotarget
JF - Oncotarget
IS - N/A
ER -