Medvedev Kirill E, Savelyeva Anna V, Chen Kenneth S, Bagrodia Aditya, Jia Liwei, Grishin Nick V
Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Cancer Inform. 2022 Oct 31;21:11769351221132634. doi: 10.1177/11769351221132634. eCollection 2022.
Testicular germ cell tumors (TGCT) are the most common solid malignancy in adolescent and young men, with a rising incidence over the past 20 years. Overall, TGCTs are second in terms of the average life years lost per person dying of cancer, and clinical therapeutics without adverse long-term side effects are lacking. Platinum-based regimens for TGCTs have heterogeneous outcomes even within the same histotype that frequently leads to under- and over-treatment. Understanding of molecular differences that lead to diverse outcomes of TGCT patients may improve current treatment approaches. Seminoma is the most common subtype of TGCTs, which can either be pure or present in combination with other histotypes.
Here we conducted a computational study of 64 pure seminoma samples from The Cancer Genome Atlas, applied consensus clustering approach to their transcriptomic data and revealed 2 clinically relevant seminoma subtypes: seminoma subtype 1 and 2.
Our analysis identified significant differences in pluripotency stage, activity of double stranded DNA breaks repair mechanisms, rates of loss of heterozygosity, and expression of lncRNA responsible for cisplatin resistance between the subtypes. Seminoma subtype 1 is characterized by higher pluripotency state, while subtype 2 showed attributes of reprograming into non-seminomatous TGCT. The seminoma subtypes we identified may provide a molecular underpinning for variable responses to chemotherapy and radiation.
Translating our findings into clinical care may help improve risk stratification of seminoma, decrease overtreatment rates, and increase long-term quality of life for TGCT survivors.
睾丸生殖细胞肿瘤(TGCT)是青少年和青年男性中最常见的实体恶性肿瘤,在过去20年中发病率呈上升趋势。总体而言,TGCT在因癌症死亡的人均寿命损失方面位居第二,并且缺乏无不良长期副作用的临床治疗方法。即使在同一组织学类型内,TGCT的铂类治疗方案也有不同的结果,这经常导致治疗不足和过度治疗。了解导致TGCT患者出现不同结果的分子差异可能会改善当前的治疗方法。精原细胞瘤是TGCT最常见的亚型,它可以是纯合的,也可以与其他组织学类型联合出现。
在这里,我们对来自癌症基因组图谱的64个纯精原细胞瘤样本进行了计算研究,对其转录组数据应用了一致性聚类方法,并揭示了2种临床相关的精原细胞瘤亚型:精原细胞瘤亚型1和2。
我们的分析确定了各亚型在多能性阶段、双链DNA断裂修复机制的活性、杂合性缺失率以及负责顺铂耐药的lncRNA表达方面存在显著差异。精原细胞瘤亚型1的特征是多能性状态较高,而亚型2表现出重编程为非精原细胞瘤性TGCT的特征。我们确定的精原细胞瘤亚型可能为化疗和放疗的可变反应提供分子基础。
将我们的研究结果转化为临床护理可能有助于改善精原细胞瘤的风险分层,降低过度治疗率,并提高TGCT幸存者的长期生活质量。