TY - JOUR
T1 - Identification of a predictive biomarker for hematologic toxicities of gemcitabine
AU - Matsubara, Junichi
AU - Ono, Masaya
AU - Negishi, Ayako
AU - Ueno, Hideki
AU - Okusaka, Takuji
AU - Furuse, Junji
AU - Furuta, Koh
AU - Sugiyama, Emiko
AU - Saito, Yoshiro
AU - Kaniwa, Nahoko
AU - Sawada, Junichi
AU - Honda, Kazufumi
AU - Sakuma, Tomohiro
AU - Chiba, Tsutomu
AU - Saijo, Nagahiro
AU - Hirohashi, Setsuo
AU - Yamada, Tesshi
PY - 2009/5/1
Y1 - 2009/5/1
N2 - Purpose: Gemcitabine monotherapy is the current standard for patients with advanced pancreatic cancer, but the occurrence of severe neutropenia and thrombocytopenia can sometimes be life threatening. This study aimed to discover a new diagnostic method for predicting the hematologic toxicities of gemcitabine. Patients and Methods: Using quantitative mass spectrometry (MS), we compared the baseline plasma proteomes of 25 patients who had developed severe hematologic adverse events (grade 3 to 4 neutropenia and/or grade 2 to 4 thrombocytopenia) within the first two cycles of gemcitabine with those of 22 patients who had not (grade 0). Results: We identified 757 peptide peaks whose intensities were significantly different (P < .001, Welch t test) among a total of 60,888. The MS peak with the highest statistical significance (P = .0000282) was revealed to be derived from haptoglobin by tandem MS. A scoring system (nomogram) based on the values of haptoglobin, haptoglobin phenotype, neutrophil count, platelet count, and body-surface area was constructed to estimate the risk of hematologic adverse events (grade 3 to 4 neutropenia and/or grade 2 to 4 thrombocytopenia) with an area under curve value of 0.782 in a cohort of 166 patients with pancreatic cancer. Predictive ability of the system was confirmed in two independent validation cohorts consisting of 87 and 52 patients with area under the curve values of 0.655 and 0.747, respectively. Conclusion: Although the precise mechanism responsible for the correlation of haptoglobin with the future onset of hematologic toxicities remains to be clarified, our prediction model seems to have high practical utility for tailoring the treatment of patients receiving gemcitabine.
AB - Purpose: Gemcitabine monotherapy is the current standard for patients with advanced pancreatic cancer, but the occurrence of severe neutropenia and thrombocytopenia can sometimes be life threatening. This study aimed to discover a new diagnostic method for predicting the hematologic toxicities of gemcitabine. Patients and Methods: Using quantitative mass spectrometry (MS), we compared the baseline plasma proteomes of 25 patients who had developed severe hematologic adverse events (grade 3 to 4 neutropenia and/or grade 2 to 4 thrombocytopenia) within the first two cycles of gemcitabine with those of 22 patients who had not (grade 0). Results: We identified 757 peptide peaks whose intensities were significantly different (P < .001, Welch t test) among a total of 60,888. The MS peak with the highest statistical significance (P = .0000282) was revealed to be derived from haptoglobin by tandem MS. A scoring system (nomogram) based on the values of haptoglobin, haptoglobin phenotype, neutrophil count, platelet count, and body-surface area was constructed to estimate the risk of hematologic adverse events (grade 3 to 4 neutropenia and/or grade 2 to 4 thrombocytopenia) with an area under curve value of 0.782 in a cohort of 166 patients with pancreatic cancer. Predictive ability of the system was confirmed in two independent validation cohorts consisting of 87 and 52 patients with area under the curve values of 0.655 and 0.747, respectively. Conclusion: Although the precise mechanism responsible for the correlation of haptoglobin with the future onset of hematologic toxicities remains to be clarified, our prediction model seems to have high practical utility for tailoring the treatment of patients receiving gemcitabine.
UR - https://www.scopus.com/pages/publications/65549144136
U2 - 10.1200/JCO.2008.19.9745
DO - 10.1200/JCO.2008.19.9745
M3 - Article
C2 - 19289617
AN - SCOPUS:65549144136
SN - 0732-183X
VL - 27
SP - 2261
EP - 2268
JO - Journal of Clinical Oncology
JF - Journal of Clinical Oncology
IS - 13
ER -