间皮素作为癌症免疫治疗的生物标志物和治疗靶点
Mesothelin as Biomarker and Therapeutic Target for Immunotherapy in Cancer.
癌症仍是一个关键的全球健康问题,原因在于发现晚、耐药和高死亡率。
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Optimizing patient selection for neoadjuvant immunotherapy in gastric cancer via pre-treatment imaging analysis.
Optimizing patient selection for neoadjuvant immunotherapy in gastric cancer via pre-treatment imaging analysis.
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放射组学评分系统具有潜力,可用于对可能适合接受 NICT 或未来前瞻性研究中可考虑降级免疫治疗的患者进行分层,从而有助于优化新辅助治疗策略。
新辅助免疫治疗联合化疗(NICT)在局部晚期胃癌(LAGC)患者中的临床疗效存在相当大的变异性。在本研究中,我们开发并验证了一种基于放射组学的评分系统,以指导个体化新辅助治疗策略。
对2019年至2023年间接受新辅助治疗的633例LAGC患者的多中心队列进行了回顾性分析。主要终点为主要病理缓解(MPR)。从新辅助治疗前获得的增强CT图像中提取并筛选影像组学特征,构建影像组学评分系统,将患者分为高、中、低评分组。比较不同组间的治疗结局,以辨别可能从NICT中获益的患者与从单纯新辅助化疗(NACT)中获益更多的患者。此外,还进行了肿瘤微环境免疫浸润分析和功能富集分析,以探索影像组学特征背后的潜在生物学机制。
在中评分组中,接受NICT的患者MPR率显著高于接受NACT的患者(训练集:49.2% vs. 26.0%,p = 0.005;验证集:51.6% vs. 19.2%,p = 0.002)。相比之下,在高评分组或低评分组中未观察到显著差异。免疫浸润分析表明,与高评分组和低评分组合并组相比,中评分组的基线肥大细胞和树突状细胞水平显著更高(p < 0.05)。NICT后的治疗后评估显示,中评分组内CD8+ T细胞浸润较基线水平显著增加(p = 0.033)。基因KRT5被鉴定为差异表达,并与树突状细胞丰度相关。
The clinical efficacy of neoadjuvant immunotherapy combined with chemotherapy (NICT) in patients with locally advanced gastric cancer (LAGC) exhibits considerable variability. In this study, we developed and validated a radiomics-based scoring system to inform personalized neoadjuvant therapy strategies.
A retrospective analysis was conducted on a multicenter cohort comprising 633 LAGC patients who underwent neoadjuvant therapy between 2019 and 2023. The primary endpoint was major pathological response (MPR). Radiomic features were extracted and selected from contrast-enhanced CT images obtained before neoadjuvant therapy to construct a radiomics scoring system, which stratified patients into high-, intermediate-, and low-score groups. The therapeutic outcomes across different groups were compared to discern patients who are likely to benefit from NICT as opposed to those who would derive more benefit from neoadjuvant chemotherapy alone (NACT). Additionally, analysis of tumor microenvironment immune infiltration and functional enrichment were performed to explore the potential biological mechanisms underlying the radiomic signatures.
In the intermediate-score group, the MPR rates were significantly higher among patients receiving NICT compared to those receiving NACT (training set: 49.2% vs. 26.0%, p = 0.005; validation set: 51.6% vs. 19.2%, p = 0.002). In contrast, no significant differences were observed in the high- or low-score groups. The analysis of immune infiltration indicated that the intermediate-score group exhibited significantly higher baseline levels of mast cells and dendritic cells compared to the combined high- and low-score groups ( p < 0.05). Post-treatment evaluation following NICT revealed a significant increase in CD8+ T-cell infiltration relative to baseline levels within the intermediate-score group ( p = 0.033). The gene KRT5 was identified as differentially expressed and correlated with dendritic cell abundance.
The radiomics scoring system exhibits potential for stratifying patients who may be appropriate candidates for NICT or for whom the de-escalation of immunotherapy might be considered in future prospective studies, thereby contributing to the optimization of neoadjuvant treatment strategies.
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