TY - JOUR
T1 - Equivalence of MammaPrint array types in clinical trials and diagnostics
AU - Beumer, Inès
AU - Witteveen, Anke
AU - Delahaye, Leonie
AU - Wehkamp, Diederik
AU - Snel, Mireille
AU - Dreezen, Christa
AU - Zheng, John
AU - Floore, Arno
AU - Brink, Guido
AU - Chan, Bob
AU - Linn, Sabine
AU - Bernards, Rene
AU - van 't Veer, Laura
AU - Glas, Annuska M.
PY - 2016/3/22
Y1 - 2016/3/22
N2 - MammaPrint is an FDA-cleared microarraybased test that uses expression levels of the 70 MammaPrint genes to assess distant recurrence risk in earlystage breast cancer. The prospective RASTER study proved that MammaPrint Low Risk patients can safely forgo chemotherapy, which is further subject of the prospective randomized MINDACT trial. While MammaPrint diagnostic results are obtained from mini-arrays, clinical trials may be performed on whole-genome arrays. Here we demonstrate the equivalence and reproducibility of the MammaPrint test. MammaPrint indices were collected for breast cancer samples: (i) on both customized certified array types (n = 1,897 sample pairs), (ii) with matched fresh and FFPE tissues (n = 552 sample pairs), iii) for control samples replicated over a period of 10 years (n = 11,333), and iv) repeated measurements (n = 280). The array type indicated a near perfect Pearson correlation of 0.99 (95 % CI: 0.989-0.991). Paired fresh and FFPE samples showed an excellent Pearson correlation of 0.93 (95 % CI 0.92-0.94), in spite of the variability introduced by intratumoral tissue heterogeneity. Control samples showed high consistency over 10 year’s time (overall reproducibility of 97.4 %). Precision and repeatability are overall 98.2 and 98.3 %, respectively. Results confirm that the combination of the near perfect correlation between array types, excellent equivalence between tissue types, and a very high stability, precision, and repeatability demonstrate that results from clinical trials (such as MINDACT and I-SPY 2) are equivalent to current MammaPrint FFPE and fresh diagnostics, and can be used interchangeably.
AB - MammaPrint is an FDA-cleared microarraybased test that uses expression levels of the 70 MammaPrint genes to assess distant recurrence risk in earlystage breast cancer. The prospective RASTER study proved that MammaPrint Low Risk patients can safely forgo chemotherapy, which is further subject of the prospective randomized MINDACT trial. While MammaPrint diagnostic results are obtained from mini-arrays, clinical trials may be performed on whole-genome arrays. Here we demonstrate the equivalence and reproducibility of the MammaPrint test. MammaPrint indices were collected for breast cancer samples: (i) on both customized certified array types (n = 1,897 sample pairs), (ii) with matched fresh and FFPE tissues (n = 552 sample pairs), iii) for control samples replicated over a period of 10 years (n = 11,333), and iv) repeated measurements (n = 280). The array type indicated a near perfect Pearson correlation of 0.99 (95 % CI: 0.989-0.991). Paired fresh and FFPE samples showed an excellent Pearson correlation of 0.93 (95 % CI 0.92-0.94), in spite of the variability introduced by intratumoral tissue heterogeneity. Control samples showed high consistency over 10 year’s time (overall reproducibility of 97.4 %). Precision and repeatability are overall 98.2 and 98.3 %, respectively. Results confirm that the combination of the near perfect correlation between array types, excellent equivalence between tissue types, and a very high stability, precision, and repeatability demonstrate that results from clinical trials (such as MINDACT and I-SPY 2) are equivalent to current MammaPrint FFPE and fresh diagnostics, and can be used interchangeably.
KW - Breast Neoplasms
KW - Early Detection of Cancer
KW - Female
KW - Gene Expression Profiling
KW - Humans
KW - Neoplasm Recurrence, Local
KW - Prospective Studies
KW - Reproducibility of Results
KW - Survival Analysis
KW - Tissue Array Analysis
KW - Tissue Preservation
KW - Journal Article
UR - http://www.scopus.com/inward/record.url?scp=84961801354&partnerID=8YFLogxK
U2 - 10.1007/s10549-016-3764-5
DO - 10.1007/s10549-016-3764-5
M3 - Article
C2 - 27002507
SN - 0167-6806
VL - 156
SP - 279
EP - 287
JO - Breast Cancer Research and Treatment
JF - Breast Cancer Research and Treatment
IS - 2
ER -