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原发性和转移性乳腺癌中的PAM50内在亚型谱显示向更具侵袭性的亚型显著转变,具有预后意义。

PAM50 Intrinsic Subtype Profiles in Primary and Metastatic Breast Cancer Show a Significant Shift toward More Aggressive Subtypes with Prognostic Implications.

作者信息

Jørgensen Charlotte Levin Tykjær, Larsson Anna-Maria, Forsare Carina, Aaltonen Kristina, Jansson Sara, Bradshaw Rachel, Bendahl Pär-Ola, Rydén Lisa

机构信息

Division of Oncology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden.

Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, SE-221 85 Lund, Sweden.

出版信息

Cancers (Basel). 2021 Mar 30;13(7):1592. doi: 10.3390/cancers13071592.

DOI:10.3390/cancers13071592
PMID:33808271
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8037951/
Abstract

BACKGROUND

PAM50 breast cancer intrinsic subtyping adds prognostic information in early breast cancer; however, the role in metastatic disease is unclear. We aimed to identify PAM50 subtypes in primary tumors (PTs) and metastases to outline subtype changes and their prognostic role.

METHODS

RNA was isolated from PTs, lymph node metastases (LNMs), and distant metastases (DMs) in metastatic breast cancer patients ( = 140) included in a prospective study (NCT01322893). Gene expression analyses were performed using the Breast Cancer 360 (BC360) assay from Nano-String. The subtype shifts were evaluated using McNemar and symmetry tests, and clinical outcomes were evaluated with log-rank tests and Cox regression.

RESULTS

The PAM50 subtype changed in 25/59 of paired samples between PTs and LNMs ( = 0.002), in 31/61 between PTs and DMs ( < 0.001), and in 16/38 between LNMs and DMs ( = 0.004). Shifts toward subtypes with worse outcomes were the most common. Patients with shifts from the luminal PT to non-luminal DM subtypes had worse progression-free survival compared to patients with a stable subtype (hazard ratio (HR): 2.3; 95% confidence interval (CI): 1.14-4.68, = 0.02).

CONCLUSION

Strong evidence of PAM50 subtype shifts toward unfavorable subtypes were seen between PTs and metastatic samples. For patients with a shift in subtype from luminal PT to non-luminal DM, a worse prognosis was noted.

摘要

背景

PAM50乳腺癌内在亚型分类可为早期乳腺癌提供预后信息;然而,其在转移性疾病中的作用尚不清楚。我们旨在确定原发性肿瘤(PTs)和转移灶中的PAM50亚型,以概述亚型变化及其预后作用。

方法

从一项前瞻性研究(NCT01322893)纳入的转移性乳腺癌患者(n = 140)的PTs、淋巴结转移灶(LNMs)和远处转移灶(DMs)中分离RNA。使用Nano-String公司的乳腺癌360(BC360)检测法进行基因表达分析。使用McNemar检验和对称性检验评估亚型转变,使用对数秩检验和Cox回归评估临床结局。

结果

在PTs和LNMs之间的59对配对样本中,有25对(P = 0.002)PAM50亚型发生了变化;在PTs和DMs之间的61对中,有31对(P < 0.001)发生了变化;在LNMs和DMs之间的38对中,有16对(P = 0.004)发生了变化。向预后较差的亚型转变最为常见。与亚型稳定的患者相比,从管腔型PT转变为非管腔型DM亚型的患者无进展生存期更差(风险比(HR):2.3;95%置信区间(CI):1.14 - 4.68,P = 0.02)。

结论

在PTs和转移样本之间,有强有力的证据表明PAM50亚型向不良亚型转变。对于从管腔型PT转变为非管腔型DM亚型的患者,预后较差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/2f93c68aab67/cancers-13-01592-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/aa0f0d2f6850/cancers-13-01592-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/ce076734b272/cancers-13-01592-g002a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/547f567d24b9/cancers-13-01592-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/2f93c68aab67/cancers-13-01592-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/aa0f0d2f6850/cancers-13-01592-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/ce076734b272/cancers-13-01592-g002a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/547f567d24b9/cancers-13-01592-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cde2/8037951/2f93c68aab67/cancers-13-01592-g004.jpg

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3
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9
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