TY - JOUR
T1 - Clinical Predictive Circulating Peptides in Rectal Cancer Patients Treated with Neoadjuvant Chemoradiotherapy
AU - Crotti, Sara
AU - Enzo, Maria Vittoria
AU - Bedin, Chiara
AU - Pucciarelli, Salvatore
AU - Maretto, Isacco
AU - Del Bianco, Paola
AU - Traldi, Pietro
AU - Tasciotti, Ennio
AU - Ferrari, Mauro
AU - Rizzolio, Flavio
AU - Toffoli, Giuseppe
AU - Giordano, Antonio
AU - Nitti, Donato
AU - Agostini, Marco
N1 - Publisher Copyright:
© 2015 Wiley Periodicals, Inc.
PY - 2015/8/1
Y1 - 2015/8/1
N2 - Preoperative chemoradiotherapy is worldwide accepted as a standard treatment for locally advanced rectal cancer. Current standard of treatment includes administration of ionizing radiation for 45-50.4Gy in 25-28 fractions associated with 5-fluorouracil administration during radiation therapy. Unfortunately, 40% of patients have a poor or absent response and novel predictive biomarkers are demanding. For the first time, we apply a novel peptidomic methodology and analysis in rectal cancer patients treated with preoperative chemoradiotherapy. Circulating peptides (Molecular Weight <3kDa) have been harvested from patients' plasma (n=33) using nanoporous silica chip and analyzed by Matrix-Assisted Laser Desorption/Ionization-Time of Flight mass spectrometer. Peptides fingerprint has been compared between responders and non-responders. Random Forest classification selected three peptides at m/z 1082.552, 1098.537, and 1104.538 that were able to correctly discriminate between responders (n=16) and non-responders (n=17) before therapy (T0) providing an overall accuracy of 86% and an area under the receiver operating characteristic (ROC) curve of 0.92. In conclusion, the nanoporous silica chip coupled to mass spectrometry method was found to be a realistic method for plasma-based peptide analysis and we provide the first list of predictive circulating biomarker peptides in rectal cancer patients underwent preoperative chemoradiotherapy.
AB - Preoperative chemoradiotherapy is worldwide accepted as a standard treatment for locally advanced rectal cancer. Current standard of treatment includes administration of ionizing radiation for 45-50.4Gy in 25-28 fractions associated with 5-fluorouracil administration during radiation therapy. Unfortunately, 40% of patients have a poor or absent response and novel predictive biomarkers are demanding. For the first time, we apply a novel peptidomic methodology and analysis in rectal cancer patients treated with preoperative chemoradiotherapy. Circulating peptides (Molecular Weight <3kDa) have been harvested from patients' plasma (n=33) using nanoporous silica chip and analyzed by Matrix-Assisted Laser Desorption/Ionization-Time of Flight mass spectrometer. Peptides fingerprint has been compared between responders and non-responders. Random Forest classification selected three peptides at m/z 1082.552, 1098.537, and 1104.538 that were able to correctly discriminate between responders (n=16) and non-responders (n=17) before therapy (T0) providing an overall accuracy of 86% and an area under the receiver operating characteristic (ROC) curve of 0.92. In conclusion, the nanoporous silica chip coupled to mass spectrometry method was found to be a realistic method for plasma-based peptide analysis and we provide the first list of predictive circulating biomarker peptides in rectal cancer patients underwent preoperative chemoradiotherapy.
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U2 - 10.1002/jcp.24894
DO - 10.1002/jcp.24894
M3 - Article
C2 - 25522009
AN - SCOPUS:84928394287
SN - 0021-9541
VL - 230
SP - 1822
EP - 1828
JO - Journal of Cellular Physiology
JF - Journal of Cellular Physiology
IS - 8
ER -