PO.PS01.07 · 人群科学
按雌激素受体状态划分的与心理困扰相关的独特乳腺癌基因特征
Distinct breast cancer gene signatures by estrogen receptor status associated with psychological distress
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:慢性心理社会困扰可能通过改变免疫和炎症通路加速乳腺癌进展,但其在乳腺肿瘤中的全基因组转录效应仍不清楚。本研究使用RNA测序(RNA-seq)来刻画困扰如何影响乳腺肿瘤微环境(TME)内的转录程序。
方法:分析了来自“乳腺癌后女性健康研究”的肿瘤样本的全基因组转录困扰效应。参与者在诊断时完成了感知压力量表(PSS)和流行病学研究中心抑郁量表(CES-D),包括总分和分量表(躯体症状、抑郁情感、人际问题和积极情感)。对195名女性(152名ER+,43名ER−)的FFPE肿瘤进行了RNA-seq。主成分分析(PCA)识别了造成转录变异性的困扰领域。参与者使用PSS(>14 vs 0-14)和CES-D躯体症状(>3 vs ≤3)进行分类。差异基因表达和基因集富集分析评估了高压力/低躯体症状组和低压力/高躯体症状组,与共同的低压力/低躯体症状参照组进行比较,调整了年龄和教育。统计显著性定义为FDR<0.05。
结果:PCA表明存在亚型特异性困扰特征,其中CES-D躯体症状在ER+肿瘤中解释了最多的转录变异,而PSS在ER−肿瘤中解释了更多变异。在ER+肿瘤中,高压力伴低躯体症状上调了免疫激活通路,包括B细胞信号传导、干扰素反应、补体和抗原呈递(最高NES约2.1-2.7,FDR<0.05)。关键基因(FLG、IGLV3-16、IGKV3D-15、RPS7P3)映射至免疫激活和干扰素通路。在ER−肿瘤中,高压力显示PD-1共抑制和MHC-I抗原呈递富集(NES分别为2.36和2.15,FDR<0.03),伴神经元、代谢、线粒体和蛋白质合成信号传导的抑制(NES −1.4至−2.1,FDR<0.05)。ER+肿瘤中的高躯体症状富集了翻译和核糖体通路(NES=3.0,FDR<0.01)。在ER−肿瘤中,高躯体症状与角化、瘦素、WNT和IGF信号传导增加相关(NES约1.8-2.7,FDR<0.02),以及染色质调控、DNA复制、RNA加工、翻译通路和MHC-I抗原呈递减少(NES约1.8至-1.9,FDR<0.006)。
结论:心理困扰以亚型特异性方式塑造乳腺肿瘤转录程序。压力和抑郁领域在ER+与ER−疾病中映射至不同的免疫、代谢和生物合成通路,表明不同形式的困扰在TME中调动不同的过程。这一信息可用于为患者设计新的治疗方法。
查看英文原文 English abstract
Background: Chronic psychosocial distress may accelerate breast cancer progression by altering immune, and inflammatory pathways, yet its genome-wide transcriptional effects in breast tumors remain unclear. This study uses RNA sequencing (RNA-seq) to characterize how distress influences transcriptional programs within the breast tumor microenvironment (TME).
Methods: Tumor samples from the Women's Health after Breast Cancer Study were analyzed for genome-wide transcriptional effects of distress. Participants completed the Perceived Stress Scale (PSS) and the Center for Epidemiologic Studies Depression Scale (CES-D) at diagnosis, including total scores and subscales (somatic symptoms, depressive affect, interpersonal problems, and positive affect). RNA-seq was performed on FFPE tumors from 195 women (152 ER+, 43 ER−). Principal component analysis (PCA) identified distress domains contributing to transcriptional variability. Participants were classified using PSS (>14 vs 0-14) and CES-D somatic symptoms (>3 vs ≤3). Differential gene-expression and gene-set enrichment analyses evaluated high-stress/low-somatic symptoms and low-stress/high-somatic symptoms groups vs a common low-stress/low-somatic symptoms reference, adjusting for age and education. Statistical significance was defined as FDR<0.05.
Results: PCA indicated subtype-specific distress signatures, with CES-D somatic symptoms explaining the most transcriptional variance in ER+ tumors and PSS explaining more variance in ER− tumors. In ER+ tumors, high stress with low somatic symptoms upregulated immune-activation pathways, including B-cell signaling, interferon responses, complement, and antigen presentation (top NES ~2.1-2.7, FDR<0.05). Key genes ( FLG, IGLV3-16, IGKV3D-15, RPS7P3 ) mapped to immune-activation and interferon pathways. In ER− tumors, high stress showed enrichment of PD-1 co-inhibition and MHC-I antigen-presentation (NES=2.36 and 2.15, respectively, FDR<0.03), with suppression of neuronal, metabolic, mitochondrial, and protein-synthesis signaling (NES −1.4 to −2.1, FDR<0.05). High somatic symptoms in ER+ tumors enriched translational and ribosomal pathways (NES=3.0, FDR<0.01). In ER− tumors, high somatic symptoms were associated with increased keratinization, leptin, WNT, and IGF signaling (NES~1.8-2.7, FDR<0.02), and reduced chromatin-regulation, DNA replication, RNA-processing, translation pathways, and MHC-I antigen presentation (NES ~1.8 to -1.9, FDR<0.006).
Conclusions: Psychological distress shapes breast-tumor transcriptional programs in a subtype-specific manner. Stress and depressive domains map to distinct immune, metabolic, and biosynthetic pathways in ER+ vs ER− disease, suggesting that different forms of distress engage different processes in the TME. This information could be leveraged to design new treatments for patients.
利益披露 Disclosure
S. Gandhi,
Hologic Other, consulting.
Astrazeneca Other, consulting.
Novartis Other, consulting.
MedPage Today Other, consulting.
Genentech Other, consulting.
Stemline Therapeutics Other, consulting.
MGH Life Sciences, Clinical Care Options, PeerView Other, Honoraria.
Roche Other, Speaker.
S. Yasmeen, None..
S. Rosario, None..
W. Bshara, None..
T. Khoury, None..
H. Minderman, None..
O. Maguire, None..
Z. Gong, None..
A. T. Ruffin, None..
M. M. Wyatt, None..
M. Abdelbary, None..
C. M. Paulos, None..
E. Repasky, None..
P. Kalinski, None..
C. Ambrosone, None..
S. Yao, None..
C. Hong, None.