Kaufman Maria E, Vayani Omar R, Moore Kelley, Chlenski Alexandre, Wu Tong, Chavez Gepoliano, Lee Sang Mee, Desai Ami V, He Chuan, Cohn Susan L, Applebaum Mark A
bioRxiv. 2023 Jun 28:2023.06.26.546541. doi: 10.1101/2023.06.26.546541.
T-cell inflammation (TCI) has been shown to be a prognostic marker in neuroblastoma, a tumor comprised of cells that can exist in two epigenetic states, adrenergic (ADRN) and mesenchymal (MES). We hypothesized that elucidating unique and overlapping aspects of these biologic features could serve as novel biomarkers.
We detected lineage-specific, single-stranded super-enhancers defining ADRN and MES specific genes. Publicly available neuroblastoma RNA-seq data from GSE49711 (Cohort 1) and TARGET (Cohort 2) were assigned MES, ADRN, and TCI scores. Tumors were characterized as MES (top 33%) or ADRN (bottom 33%), and TCI (top 67% TCI score) or non-inflamed (bottom 33% TCI score). Overall survival (OS) was assessed using the Kaplan-Meier method, and differences were assessed by the log-rank test.
We identified 159 MES genes and 373 ADRN genes. TCI scores were correlated with MES scores (R=0.56, p<0.001 and R=0.38, p<0.001) and anticorrelated with -amplification (R=-0.29, p<0.001 and -0.18, p=0.03) in both cohorts. Among Cohort 1 patients with high-risk, ADRN tumors (n=59), those with TCI tumors (n=22) had superior OS to those with non-inflammed tumors (n=37) (p=0.01), though this comparison did not reach significance in Cohort 2. TCI status was not associated with survival in patients with high-risk MES tumors in either cohort.
High inflammation scores were correlated with improved survival in some high-risk patients with, ADRN but not MES neuroblastoma. These findings have implications for approaches to treating high-risk neuroblastoma.
T细胞炎症(TCI)已被证明是神经母细胞瘤的一种预后标志物,神经母细胞瘤是一种由可处于两种表观遗传状态(肾上腺素能(ADRN)和间充质(MES))的细胞组成的肿瘤。我们假设,阐明这些生物学特征的独特和重叠方面可作为新的生物标志物。
我们检测了定义ADRN和MES特异性基因的谱系特异性单链超级增强子。来自GSE49711(队列1)和TARGET(队列2)的公开可用神经母细胞瘤RNA测序数据被赋予MES、ADRN和TCI评分。肿瘤被分为MES(前33%)或ADRN(后33%),以及TCI(TCI评分前67%)或非炎症性(TCI评分后33%)。使用Kaplan-Meier方法评估总生存期(OS),并通过对数秩检验评估差异。
我们鉴定出159个MES基因和373个ADRN基因。在两个队列中,TCI评分均与MES评分相关(R = 0.56,p < 0.001和R = 0.38,p < 0.001),并与MYCN扩增呈负相关(R = -0.29,p < 0.001和R = -0.18,p = 0.03)。在队列1的高危ADRN肿瘤患者(n = 59)中,TCI肿瘤患者(n = 22)的OS优于非炎症性肿瘤患者(n = 37)(p = 0.01),尽管该比较在队列2中未达到显著性。在两个队列中,TCI状态与高危MES肿瘤患者的生存期均无关。
高炎症评分与部分高危ADRN而非MES神经母细胞瘤患者的生存期改善相关。这些发现对高危神经母细胞瘤的治疗方法具有启示意义。