School of Biological Sciences, Washington State University, Pullman, Washington, USA.
Department of Integrative Biology, University of California, Berkeley, California, USA.
BMC Genomics. 2021 Sep 27;22(1):698. doi: 10.1186/s12864-021-07994-4.
Transmissible cancers lie at the intersection of oncology and infectious disease, two traditionally divergent fields for which gene expression studies are particularly useful for identifying the molecular basis of phenotypic variation. In oncology, transcriptomics studies, which characterize the expression of thousands of genes, have identified processes leading to heterogeneity in cancer phenotypes and individual prognoses. More generally, transcriptomics studies of infectious diseases characterize interactions between host, pathogen, and environment to better predict population-level outcomes. Tasmanian devils have been impacted dramatically by a transmissible cancer (devil facial tumor disease; DFTD) that has led to widespread population declines. Despite initial predictions of extinction, populations have persisted at low levels, due in part to heterogeneity in host responses, particularly between sexes. However, the processes underlying this variation remain unknown.
We sequenced transcriptomes from healthy and DFTD-infected devils, as well as DFTD tumors, to characterize host responses to DFTD infection, identify differing host-tumor molecular interactions between sexes, and investigate the extent to which tumor gene expression varies among host populations. We found minimal variation in gene expression of devil lip tissues, either with respect to DFTD infection status or sex. However, 4088 genes were differentially expressed in tumors among our sampling localities. Pathways that were up- or downregulated in DFTD tumors relative to normal tissues exhibited the same patterns of expression with greater intensity in tumors from localities that experienced DFTD for longer. No mRNA sequence variants were associated with expression variation.
Expression variation among localities may reflect morphological differences in tumors that alter ratios of normal-to-tumor cells within biopsies. Phenotypic variation in tumors may arise from environmental variation or differences in host immune response that were undetectable in lip biopsies, potentially reflecting variation in host-tumor coevolutionary relationships among sites that differ in the time since DFTD arrival.
传染性癌症处于肿瘤学和传染病学的交叉点,这两个传统上截然不同的领域,基因表达研究特别有助于确定表型变异的分子基础。在肿瘤学中,转录组学研究描述了数千个基因的表达,这些研究确定了导致癌症表型和个体预后异质性的过程。更一般地说,传染病的转录组学研究描述了宿主、病原体和环境之间的相互作用,以更好地预测人群水平的结果。塔斯马尼亚恶魔受到一种可传播的癌症(恶魔面部肿瘤病;DFTD)的严重影响,导致广泛的种群减少。尽管最初预测会灭绝,但由于宿主反应的异质性,特别是在性别之间,种群仍以低水平持续存在。然而,这种变异背后的过程仍然未知。
我们对健康和 DFTD 感染的恶魔以及 DFTD 肿瘤进行了转录组测序,以描述宿主对 DFTD 感染的反应,确定性别之间不同的宿主-肿瘤分子相互作用,并研究肿瘤基因表达在宿主种群中变化的程度。我们发现,无论是 DFTD 感染状态还是性别,恶魔唇组织的基因表达变化都很小。然而,在我们的采样地点中,有 4088 个基因在肿瘤中表达不同。与正常组织相比,DFTD 肿瘤中上调或下调的途径在经历 DFTD 时间较长的地点的肿瘤中表现出相同的表达模式,但强度更大。没有 mRNA 序列变异与表达变化相关。
地点之间的表达变化可能反映了肿瘤形态上的差异,这些差异改变了活检中正常细胞与肿瘤细胞的比例。肿瘤的表型变异可能来自环境变化或宿主免疫反应的差异,这些差异在唇活检中无法检测到,这可能反映了在 DFTD 到达后时间不同的地点之间宿主-肿瘤共同进化关系的差异。