Cummings School of Veterinary Medicine at Tufts University, North Grafton, MA, United States of America.
UMass Chan Medical School, Worcester, MA, United States of America.
PLoS One. 2023 Aug 25;18(8):e0290428. doi: 10.1371/journal.pone.0290428. eCollection 2023.
Pet dogs develop spontaneous diffuse large B cell lymphoma (DLBCL), and veterinary clinical trials have been employed to treat canine DLBCL and to inform clinical trials for their human companions. A challenge that remains is selection of treatment to improve outcomes. The dogs in this study were part of a larger clinical trial evaluating the use of combinations of doxorubicin chemotherapy, anti-CD20 monoclonal antibody, and one of three small molecule inhibitors: KPT-9274, TAK-981, or RV1001. We hypothesized that significant differential expression of genes (DEGs) in the tumors at baseline could help predict which dogs would respond better to each treatment based on the molecular pathways targeted by each drug. To this end, we evaluated gene expression in lymph node aspirates from 18 trial dogs using the NanoString nCounter Canine Immuno-oncology (IO) Panel. We defined good responders as those who relapsed after 90 days, and poor responders as those who relapsed prior to 90 days. We analyzed all dogs at baseline and compared poor responders to good responders, and found increased CCND3 correlated with poor prognosis and increased CD36 correlated with good prognosis, as is observed in humans. There was minimal DEG overlap between treatment arms, prompting separate analyses for each treatment cohort. Increased CREBBP and CDKN1A for KPT-9274, increased TLR3 for TAK-981, and increased PI3Kδ, AKT3, and PTEN, and decreased NRAS for RV1001 were associated with better prognoses. Trends for selected candidate biomarker genes were confirmed via qPCR. Our findings emphasize the heterogeneity in DLBCL, similarities and differences between canine and human DLBCL, and ultimately identify biomarkers that may help guide the choice of chemoimmunotherapy treatment in dogs.
宠物狗会自发患上弥漫性大 B 细胞淋巴瘤(DLBCL),兽医临床试验已被用于治疗犬 DLBCL,并为其人类同伴的临床试验提供信息。目前仍存在一个挑战,即选择治疗方法以改善预后。本研究中的狗是评估多柔比星化疗、抗 CD20 单克隆抗体联合三种小分子抑制剂(KPT-9274、TAK-981 或 RV1001)治疗犬 DLBCL 的更大临床试验的一部分。我们假设基线时肿瘤中存在大量差异表达基因(DEGs),这有助于预测哪些狗对每种药物的分子途径更敏感,从而对每种治疗的反应更好。为此,我们使用 NanoString nCounter 犬免疫肿瘤学(IO)面板评估了 18 只试验犬的淋巴结抽吸物中的基因表达。我们将 90 天后复发的狗定义为预后不良者,90 天前复发的狗定义为预后不良者。我们对所有狗进行了基线分析,并将预后不良者与预后良好者进行了比较,发现 CCND3 增加与预后不良相关,CD36 增加与预后良好相关,这与人类的观察结果一致。各治疗组之间的 DEG 重叠很少,因此分别对每个治疗组进行了分析。KPT-9274 组中 CREBBP 和 CDKN1A 增加,TAK-981 组中 TLR3 增加,RV1001 组中 PI3Kδ、AKT3 和 PTEN 增加,NRAS 减少与预后较好相关。通过 qPCR 验证了选定候选生物标志物基因的趋势。我们的发现强调了 DLBCL 的异质性、犬 DLBCL 与人类 DLBCL 的相似性和差异,最终确定了可能有助于指导犬化疗免疫治疗选择的生物标志物。