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MammaPrint阵列类型在临床试验和诊断中的等效性。

Equivalence of MammaPrint array types in clinical trials and diagnostics.

作者信息

Beumer Inès, Witteveen Anke, Delahaye Leonie, Wehkamp Diederik, Snel Mireille, Dreezen Christa, Zheng John, Floore Arno, Brink Guido, Chan Bob, Linn Sabine, Bernards Rene, van 't Veer Laura, Glas Annuska

机构信息

Agendia NV, Science Park 406, 1098 XH, Amsterdam, The Netherlands.

Agendia Inc, 22 Morgan, Irvine, CA 92618, USA.

出版信息

Breast Cancer Res Treat. 2016 Apr;156(2):279-87. doi: 10.1007/s10549-016-3764-5. Epub 2016 Mar 22.

Abstract

MammaPrint is an FDA-cleared microarray-based test that uses expression levels of the 70 MammaPrint genes to assess distant recurrence risk in early-stage 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.

摘要

MammaPrint是一项获得美国食品药品监督管理局(FDA)批准的基于微阵列的检测,它利用70个MammaPrint基因的表达水平来评估早期乳腺癌远处复发风险。前瞻性RASTER研究证明,MammaPrint低风险患者可以安全地放弃化疗,这也是前瞻性随机MINDACT试验的进一步研究主题。虽然MammaPrint诊断结果是通过微型阵列获得的,但临床试验可能在全基因组阵列上进行。在此,我们证明了MammaPrint检测的等效性和可重复性。收集了乳腺癌样本的MammaPrint指标:(i)在两种定制的认证阵列类型上(n = 1897对样本),(ii)匹配的新鲜组织和福尔马林固定石蜡包埋(FFPE)组织(n = 552对样本),(iii)10年间重复检测的对照样本(n = 11333),以及(iv)重复测量(n = 280)。阵列类型显示出近乎完美的皮尔逊相关系数为0.99(95%置信区间:0.989 - 0.991)。配对的新鲜组织和FFPE样本显示出优异的皮尔逊相关系数为0.93(95%置信区间0.92 - 0.94),尽管肿瘤内组织异质性会带来变异性。对照样本在10年时间内显示出高度一致性(总体再现性为97.4%)。精密度和重复性总体分别为98.2%和98.3%。结果证实,阵列类型之间近乎完美的相关性、组织类型之间优异的等效性以及非常高的稳定性、精密度和重复性表明,临床试验(如MINDACT和I-SPY 2)的结果与当前MammaPrint的FFPE和新鲜诊断结果等效,并且可以互换使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff35/4819553/0fa879412a44/10549_2016_3764_Fig1_HTML.jpg

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