Gunji Daigo, Abe Yuichi, Muraoka Satoshi, Narumi Ryohei, Isoyama Junko, Ikemoto Narumi, Ishida Mimiko, Shinkura Akina, Tomonaga Takeshi, Nagayama Satoshi, Takahashi Yu, Fukunaga Yosuke, Sakai Yoshiharu, Obama Kazutaka, Adachi Jun
Laboratory of Proteomics for Drug Discovery, Center for Drug Design Research, National Institute of Biomedical Innovation, Health and Nutrition, Osaka 567-0085, Japan; Department of Surgery, Kyoto University Graduate School of Medicine, Kyoto 606-8507, Japan.
Laboratory of Proteomics for Drug Discovery, Center for Drug Design Research, National Institute of Biomedical Innovation, Health and Nutrition, Osaka 567-0085, Japan; Immunoproteomics Laboratory, Institute for Glyco-core Research (iGCORE), Gifu University, Gifu 501-1193, Japan.
Cell Rep. 2024 Dec 24;43(12):115061. doi: 10.1016/j.celrep.2024.115061. Epub 2024 Dec 16.
The resistance of colorectal cancer liver metastases (CRLMs) to 5-fluorouracil (5-FU) chemotherapy remains a significant global health challenge. We investigated the phosphoproteomic dynamics of serial tissue sections obtained from initial metastases and recurrent tumors collected from 24 patients to address this unmet need for innovative therapeutic strategies for patients with CRLM with a poor prognosis. Our analysis revealed the activation of PAK kinase in patients with CRLM with a poor prognosis. Using an unbiased computational approach, we conducted a correlation analysis between PAK1 kinase activity and 545 drug sensitivity profiles across 35 colorectal cancer cell lines and identified PI3K inhibitors as potential therapeutic candidates. The efficacy of the FDA-approved PI3K inhibitor copanlisib was validated in 5-FU-resistant cell lines with high PAK1 kinase activity both in vitro and in vivo. This study presents an effective strategy for drug target discovery based on kinase activity, and the concept of this approach is widely applicable.
结直肠癌肝转移(CRLMs)对5-氟尿嘧啶(5-FU)化疗的耐药性仍然是一项重大的全球健康挑战。我们研究了从24例患者的初始转移灶和复发性肿瘤中获取的连续组织切片的磷酸化蛋白质组动力学,以满足对预后不良的CRLM患者创新治疗策略的这一未满足需求。我们的分析揭示了预后不良的CRLM患者中PAK激酶的激活。使用无偏计算方法,我们对35种结直肠癌细胞系中的PAK1激酶活性与545种药物敏感性谱进行了相关性分析,并确定PI3K抑制剂为潜在的治疗候选药物。FDA批准的PI3K抑制剂库潘尼西的疗效在体外和体内的高PAK1激酶活性的5-FU耐药细胞系中得到了验证。本研究提出了一种基于激酶活性的有效药物靶点发现策略,该方法的概念具有广泛的适用性。