Kume Kohei, Iida Midori, Iwaya Takeshi, Yashima-Abo Akiko, Koizumi Yuka, Endo Akari, Wade Kaitlin, Hiraki Hayato, Calvert Valerie, Wulfkuhle Julia, Espina Virginia, Siwak Doris R, Lu Yiling, Takemoto Kazuhiro, Suzuki Yutaka, Sasaki Yasushi, Tokino Takashi, Petricoin Emanuel, Liotta Lance A, Mills Gordon B, Nishizuka Satoshi S
Center of Molecular and Cellular Oncology, Yale University, New Haven, Connecticut, USA.
Department of Physics and Information Technology, Kyushu Institute of Technology, Iizuka, Fukuoka, Japan.
Mol Cell Proteomics. 2024 Dec;23(12):100870. doi: 10.1016/j.mcpro.2024.100870. Epub 2024 Oct 25.
Despite of massive emergence of molecular targeting drugs, the mainstay of advanced gastric cancer (GC) therapy is DNA-damaging drugs. Using a reverse-phase protein array-based proteogenomic analysis of a panel of 8 GC cell lines, we identified genetic alterations and signaling pathways, potentially associated with resistance to DNA-damaging drugs, including 5-fluorouracil (5FU), cisplatin, and etoposide. Resistance to cisplatin and etoposide, but not 5FU, was negatively associated with global copy number loss, vimentin expression, and caspase activity, which are considered hallmarks of previously established EMT subtype. The segregation of 19,392 protein expression time courses by sensitive and resistant cell lines for the drugs tested revealed that 5FU-resistant cell lines had lower changes in global protein dynamics, suggesting their robust protein level regulation, than their sensitive counterparts, whereas the cell lines that are resistant to other drugs showed increased protein dynamics in response to each drug. Despite faint global protein dynamics, 5FU-resistant cell lines showed increased signal transducer and activator of transcription 1 phosphorylation and PD-L1 expression in response to 5FU. In publicly available cohort data, expression of signal transducer and activator of transcription 1 and NFκB target genes induced by proinflammatory cytokines was associated with prolonged survival in GC. In our validation cohort, total lymphocyte count, rather than PD-L1 positivity, predicted a better relapse-free survival rate in GC patients with 5FU-based adjuvant chemotherapy than those with surgery alone. Moreover, total lymphocyte count patients who had no survival benefit from adjuvant chemotherapy were discriminated by expression of IκBα, a potent negative regulator of NFκB. Collectively, our results suggest that 5FU resistance observed in cell lines may be overcome by host immunity or by combination therapy with immune checkpoint blockade.
尽管分子靶向药物大量涌现,但晚期胃癌(GC)治疗的主要手段仍是DNA损伤药物。通过对一组8种GC细胞系进行基于反相蛋白质阵列的蛋白质基因组分析,我们确定了可能与对DNA损伤药物(包括5-氟尿嘧啶(5FU)、顺铂和依托泊苷)耐药相关的基因改变和信号通路。对顺铂和依托泊苷而非5FU的耐药与整体拷贝数缺失、波形蛋白表达和半胱天冬酶活性呈负相关,这些被认为是先前已确定的上皮-间质转化(EMT)亚型的标志。对所测试药物的敏感和耐药细胞系对19392个蛋白质表达时间进程的分离显示,5FU耐药细胞系与敏感细胞系相比,整体蛋白质动态变化较小,表明其蛋白质水平调控稳健,而对其他药物耐药的细胞系在每种药物作用下蛋白质动态增加。尽管整体蛋白质动态微弱,但5FU耐药细胞系在5FU作用下信号转导和转录激活因子1磷酸化及PD-L1表达增加。在公开可用的队列数据中,促炎细胞因子诱导的信号转导和转录激活因子1及NFκB靶基因的表达与GC患者的生存期延长相关。在我们的验证队列中,对于接受基于5FU的辅助化疗的GC患者,总淋巴细胞计数而非PD-L1阳性预测的无复发生存率优于单纯手术患者。此外,对辅助化疗无生存获益的患者,可通过IκBα(NFκB的一种强效负调节因子)的表达来区分。总体而言,我们的结果表明,细胞系中观察到的5FU耐药可能通过宿主免疫或与免疫检查点阻断联合治疗来克服。