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
molecular subtypes and incongruent molecular portraits may emerge if different
areas of the tumor are sampled. This study explored the impact of intra-tumoral
heterogeneity in terms of activation/phosphorylation of FDA approved drug targets
and downstream kinase substrates.
MATERIAL AND METHODS: Two independent sets of liver metastases from colorectal
cancer were used to evaluate protein kinase-driven signaling networks within
different areas using laser capture microdissection and reverse phase protein
array.
RESULTS: Unsupervised hierarchical clustering analysis indicated that the
signaling architecture and activation of the MAPK and AKT-mTOR pathways were
consistently maintained within different regions of the same biopsy.
Intra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold
change, while inter-patients variability reached fold change values of 5.01.
CONCLUSIONS: Protein pathway activation mapping of enriched tumor cells obtained
from different regions of the same tumor indicated consistency and robustness
independent of the region sampled. This suggests a dominant protein pathway
network may be activated in a high percentage of the tumor cell population. Given
the genomic intra-tumoral variability, our data suggest that
protein/phosphoprotein signaling measurements should be integrated with genomic
analysis for precision medicine based analysis.
AB - INTRODUCTION: Recent studies indicated tumors may be comprised of heterogeneous
molecular subtypes and incongruent molecular portraits may emerge if different
areas of the tumor are sampled. This study explored the impact of intra-tumoral
heterogeneity in terms of activation/phosphorylation of FDA approved drug targets
and downstream kinase substrates.
MATERIAL AND METHODS: Two independent sets of liver metastases from colorectal
cancer were used to evaluate protein kinase-driven signaling networks within
different areas using laser capture microdissection and reverse phase protein
array.
RESULTS: Unsupervised hierarchical clustering analysis indicated that the
signaling architecture and activation of the MAPK and AKT-mTOR pathways were
consistently maintained within different regions of the same biopsy.
Intra-patient variability of the MAPK and AKT-mTOR pathway were <1.06 fold
change, while inter-patients variability reached fold change values of 5.01.
CONCLUSIONS: Protein pathway activation mapping of enriched tumor cells obtained
from different regions of the same tumor indicated consistency and robustness
independent of the region sampled. This suggests a dominant protein pathway
network may be activated in a high percentage of the tumor cell population. Given
the genomic intra-tumoral variability, our data suggest that
protein/phosphoprotein signaling measurements should be integrated with genomic
analysis 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 - http://hdl.handle.net/10807/93684
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
ER -