TY - JOUR
T1 - Protein drug target activation homogeneity in the face of intratumor heterogeneity
T2 - 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, Ruggero
AU - Liotta, Lance
AU - Petricoin, Emanuel F.
AU - Pierobon, Mariaelena
N1 - Publisher Copyright:
© Parasido et al.
PY - 2017
Y1 - 2017
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 intratumoral 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 intratumoral 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 - Kinase signaling
KW - Laser capture microdissection
KW - Personalized therapy
KW - Reverse phase protein microarray
KW - intra-tumor heterogeneity
UR - http://www.scopus.com/inward/record.url?scp=85025802790&partnerID=8YFLogxK
U2 - 10.18632/oncotarget.14019
DO - 10.18632/oncotarget.14019
M3 - Article
C2 - 28159918
AN - SCOPUS:85025802790
SN - 1949-2553
VL - 8
SP - 48534
EP - 48544
JO - Oncotarget
JF - Oncotarget
IS - 30
ER -