Service Hématologie Adultes, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France.
Department of Molecular Biotechnology and Health Sciences, Division of Hematology, University of Turin, Turin, Italy.
Leukemia. 2021 Mar;35(3):712-723. doi: 10.1038/s41375-020-0932-8. Epub 2020 Jun 24.
Intra-tumor heterogeneity portends poor outcome in many cancers. In AML, a higher number of drivers worsens prognosis. The Shannon Index is a robust metric of clonal heterogeneity that accounts for the number of clones, but also their relative abundance. We show that a Shannon Index can be estimated from bulk sequencing, which is correlated (ρ = 0.76) with clonal diversity from single-colony genotyping. In a discovery cohort of 292 patients with sequencing of 43 genes, a higher number of drivers (HR = 1.18, P = 0.028) and a lower Shannon Index (HR = 0.68, P = 0.048), the latter reflecting clonal dominance, are independently associated with worse OS independently of European LeukemiaNet 2017 risk. These findings are validated in an independent cohort of 1184 patients with 111-gene sequencing (number of drivers HR = 1.16, P = 1 × 10, Shannon Index HR = 0.81, P = 0.007). By re-interrogating paired diagnosis/relapse exomes from 50 cytogenetically normal AMLs, we find clonal dominance at diagnosis to be correlated with the gain of a significantly higher number of mutations at relapse (P = 6 × 10), hence with clonal sweeping. Our results suggest that clonal dominance at diagnosis is associated with the presence of a leukemic phenotype allowing rapid expansion of new clones and driving relapse after chemotherapy.
肿瘤内异质性预示着许多癌症的预后不良。在 AML 中,更多的驱动因素会恶化预后。Shannon 指数是一种衡量克隆异质性的稳健指标,它不仅考虑了克隆的数量,还考虑了它们的相对丰度。我们表明,可以从批量测序中估计 Shannon 指数,该指数与单细胞基因分型的克隆多样性呈正相关(ρ=0.76)。在一项对 292 名患者进行 43 个基因测序的发现队列中,更多的驱动因素(HR=1.18,P=0.028)和更低的 Shannon 指数(HR=0.68,P=0.048),后者反映了克隆优势,与欧洲白血病网络 2017 年风险无关,与 OS 独立相关。这些发现在另一项包含 111 个基因测序的 1184 名患者的独立队列中得到了验证(驱动因素数量 HR=1.16,P=1×10,Shannon 指数 HR=0.81,P=0.007)。通过重新分析 50 例核型正常 AML 的诊断/复发外显子组,我们发现诊断时的克隆优势与复发时获得的显著更高数量的突变(P=6×10)相关,因此与克隆扫荡相关。我们的结果表明,诊断时的克隆优势与白血病表型的存在有关,这种表型允许新克隆的快速扩张,并在化疗后导致复发。