PO.MCB08.05 · 分子与细胞生物学
MBCproject:通过患者共建研究对转移性乳腺癌演化进行多组学分析
MBCproject: multi-omic profiling of metastatic breast cancer evolution through patient-partnered research
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
转移性乳腺癌项目(MBCproject)是一项患者共建研究,通过在线注册收集了临床、基因组和调查数据。该队列包括来自301例患者的379份肿瘤活检(bx)的全外显子组测序及配对胚系数据,以及200份活检(141例患者)的RNA-seq数据。除证实先前的观察结果外,这一多组学队列还促成了转移性乳腺癌(MBC)新特征的发现。对56例在不同时间点和部位有多份活检的患者(115份活检)进行了肿瘤演化分析。在六例患者中观察到获得性ESR1突变,这些患者均在两次活检之间接受了内分泌治疗。TP53、GATA3和PTEN的突变几乎总是主干突变。然而,PIK3CA、CDH1和KMT2C的突变表现出复杂的克隆动态,在配对活检之间存在获得/丢失事件,这与此类突变为主干突变的普遍假设相悖。对于各活检之间CDH1突变状态不同的患者,活检层面CDH1突变的存在与小叶型组织学(ILC)相关,而CDH1突变的缺失与导管型组织学(IDC)相关。该队列包括三例双侧乳腺癌患者,我们发现这些肿瘤在系统发育上互不相关。仅有一例患者携带致病性胚系突变(CHEK2)。在一例患者中,双侧活检具有不同的组织学,但共享1q获得和6q丢失等拷贝数变异(CNV)。在另一例患者中,左侧和右侧ILC具有不同的PIK3CA和CDH1突变以及不同的CNV谱。同一患者独立肿瘤中共享的改变基因和CNV提示肿瘤发生过程中存在趋同演化。为进一步探究疾病进展过程中的演化,我们在整个队列中比较了初治原发活检与经治转移活检。TBX3突变在转移活检中富集(p=0.024,FDR<0.25),这一现象由HR+/HER2-和HER2+亚型中更高的患病率所驱动,且与CDH1(p=0.0016)和ERBB2致癌突变(p=0.039)共现。所有MBCproject中的TBX3-ERBB2突变活检均来自ILC患者且携带CDH1突变。MSK IMPACT证实了TBX3-CDH1(p=4.4e-8)和TBX3-ERBB2(p=6.1e-5)的共现,并显示TBX3-ERBB2突变在无CDH1突变的IDC活检中也存在共现(p=9.2e-4),提示TBX3-ERBB2突变独立于ILC和CDH1状态。仅有TBX3突变的活检其增殖RNA-seq特征评分高于Luminal A活检(MBCproject中p=0.032,TCGA中p=0.0047),且更接近IDC而非ILC肿瘤。总体而言,这表明TBX3突变驱动了独立于组织学和CDH1改变的独特肿瘤行为。MBCproject展示了患者共建研究和多组学演化分析在揭示转移性乳腺癌生物学新见解方面的力量。
查看英文原文 English abstract
The Metastatic Breast Cancer project (MBCproject) is a patient-partnered research study that has collected clinical, genomic, and survey data through online enrollment. The cohort includes whole exome sequencing from 379 tumor biopsies (bxs) with matched germline from 301 patients (pts) and RNA-seq from 200 bxs (141 pts). In addition to confirming prior observations, this multi-omics cohort has enabled the discovery of novel MBC characteristics. Tumor evolutionary analysis was performed for 56 pts with multiple bxs from different timepoints and sites (115 bxs). Acquired ESR1 mutations were observed in six pts, all of whom received endocrine therapy between bxs. Mutations in TP53 , GATA3 , and PTEN were almost always truncal. However, mutations in PIK3CA , CDH1 , and KMT2C exhibited complex clonal dynamics with gain/loss events across paired bxs, contrary to the common assumption that such mutations are truncal. For pts with distinct CDH1 mutant status across bxs, the presence of CDH1 mutations at the bx level is associated with lobular histology (ILC), and the lack of CDH1 mutations is associated with ductal histology (IDC). The cohort includes three pts with bilateral breast cancers, which we found to be phylogenetically unrelated. Only one pt harbored a pathogenic germline mutation ( CHEK2 ). In one pt, bilateral bxs had distinct histology yet shared copy number variations (CNVs) such as 1q gain and 6q loss. In another, left and right ILCs had distinct PIK3CA and CDH1 mutations and dissimilar CNV profiles. The shared altered genes and CNVs from independent tumors in the same pt suggest convergent evolution through tumorigenesis. To further explore evolution over disease progression, we compared treatment-naive primary and treatment-exposed metastatic bxs in the full cohort. TBX3 mutations were enriched in metastatic bxs (p=0.024, FDR<0.25), driven by higher prevalence in HR+/HER2- and HER2+ subtypes, and co-occurred with CDH1 (p=0.0016) and ERBB2 oncogenic mutations (p=0.039). All MBCproject TBX3 - ERBB2 mutant bxs were from pts with ILC and had CDH1 mutations. MSK IMPACT confirmed TBX3 - CDH1 (p=4.4e-8) and TBX3 - ERBB2 (p=6.1e-5) co-occurrence and showed TBX3 - ERBB2 mutations also co-occurred in IDC bxs without CDH1 mutations (p=9.2e-4), suggesting that TBX3 - ERBB2 mutations are independent of ILC and CDH1 status. TBX3 -only mutant bxs had a proliferation RNA-seq signature score higher than Luminal A bxs (p=0.032 MBCproject, p=0.0047 TCGA) and more similar to that of IDC than ILC tumors. Overall, this indicates that TBX3 mutations drive distinct tumor behavior independent of histology and CDH1 alterations. The MBCproject demonstrates the power of patient-partnered research and multi-omics evolutionary analysis to uncover novel insights into metastatic breast cancer biology.
利益披露 Disclosure
D. Garcia-Cortes, None.
E. Jain,
Caris Life Sciences Employment.
Repare Therapuetics Stock.
M. McGillicuddy,
Precede Biosciences Employment, Stock Option.
B. S. Thomas, None..
D. Kim, None.
S. Balch,
Dash Bio Employment.
J. Navarro, None..
J. H. Weiss, None.
T. G. Hernandez,
Emerald Innovations Employment.
M. Dunphy,
Foundation Medicine Employment.
B. N. Tomson,
Novartis Employment.
C. M. Nguyen, None..
J. Johnson, None..
P. S. Chastain, None..
S. Winnicki, None..
E. Anastasio, None..
D. M. Diehl, None.
T. R. Golub,
Gnomica Biotechnology Stock, Other, Scientific Advisory Board.
Amplifyer Bio Stock, Other, Scientific Advisory Board.
Braidwell LP Stock, Consultant.
Dewpoint Therapeutics Stock, Other, Scientific Advisory Board.
C. A. Painter,
Precede Biosciences Employment.
N. Wagle,
Genentech Employment.
Eli Lilly Consultant/Advisor.
Relay Therapeutics Other, Scientific Advisory Board.
Flare Therapeutics Other, Scientific Advisory Board.
AstraZeneca ).
Puma Biotechnologies ).
D. L. Abravanel, None.
J. Gomez Tejeda Zanudo,
Novo Nordisk Stock.
GRAIL Stock.
biotechnology exchange-traded funds CNCR, IDNA, IBB, and XBI Stock.