Targeting KRAS G12C and G12S mutations in lung cancer: In silico drug repurposing and antiproliferative assessment on A549 cells

Q1 Medicine Informatics in Medicine Unlocked Pub Date : 2025-01-01 Epub Date: 2025-01-04 DOI:10.1016/j.imu.2024.101612
Mansour S. Alturki , Nada Tawfeeq , Amal Alissa , Zahra Ahbail , Mohamed S. Gomaa , Abdulaziz H. Al Khzem , Thankhoe A. Rants'o , Mohammad J. Akbar , Waleed S. Alharbi , Bayan Y. Alshehri , Amjad N. Alotaibi , Fahad A. Almughem , Abdullah A. Alshehri
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Abstract

The RAS protein is a notable target in cancer research, being the most often mutated oncogene in human malignancies. The RAS G12X mutation is predominantly found in non-small cell lung cancer, including G12C and G12S variants, which are associated with a poor prognosis. Despite the approval of two inhibitors for the KRAS G12C mutation (sotorasib and adagrasib), the necessity persists due to the emergence of resistance to these inhibitors, which has become a substantial concern. This work involved the repurposing of FDA-approved drugs through in silico methods to identify compounds capable of covalently binding to KRAS G12C (PDB entry: 6OIM) and G12S (PDB entry: 7TLG). The computational studies involved virtual screening, induced fit, and covalent docking, and molecular dynamics simulations, and identified five promising candidates, the antibiotics; capreomycin, cefadroxil, and Cefdinir, the antifungal; natamycin, and the anti-inflammatory, cortisone. The hits exhibited binding affinities between −9.98 and −11.35 kcal/mol compared to −9.81 for sotorasib and were found to be covalent binders targeting KRAS G12C and G12S. The computational results were supported with in vitro evaluation on A549 malignant cells and HFF-1 non-cancerous cells. The antiproliferative efficacy of these drugs was evaluated by MTS tests, and their IC50 values were determined in which natamycin, although non-selective, and cortisone showed the highest activity with IC50 of 53.42 and 53.51 μg/mL, respectively, followed by cefadroxil (84.63 μg/mL). This study promisingly repurposed five drugs for KRAS mutant lung cancer, of which cefadroxil, and cortisone are particularly warranting further assessment either as a standalone or combination therapy while capreomycin is still an effective inhibitor for KRAS G12C mutant as evident from in silico and in vitro studies.

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肺癌中靶向KRAS G12C和G12S突变:A549细胞的计算机药物再利用和抗增殖评估
RAS蛋白是癌症研究中一个值得注意的靶点,是人类恶性肿瘤中最常突变的癌基因。RAS G12X突变主要存在于非小细胞肺癌中,包括G12C和G12S突变,这些突变与预后不良有关。尽管KRAS G12C突变的两种抑制剂(sotorasib和adagrasib)已获批准,但由于对这些抑制剂的耐药性的出现,这种必要性仍然存在,这已成为一个重大问题。这项工作涉及通过计算机方法对fda批准的药物进行重新利用,以鉴定能够与KRAS G12C (PDB入口:6OIM)和G12S (PDB入口:7TLG)共价结合的化合物。计算研究包括虚拟筛选、诱导匹配、共价对接和分子动力学模拟,并确定了五种有希望的候选药物:抗生素;卷曲霉素、头孢地诺和抗真菌药物头孢地尼;纳他霉素和消炎药可的松。与sotorasib的- 9.81 kcal/mol相比,这些hit的结合亲和力在- 9.98和- 11.35 kcal/mol之间,并且被发现是靶向KRAS G12C和G12S的共价结合物。对A549恶性细胞和HFF-1非癌细胞的体外评价支持了计算结果。采用MTS法评价各组药物的抗增殖作用,并测定其IC50值,其中纳他霉素和可的松的IC50值最高,分别为53.42和53.51 μg/mL,其次是头孢地诺酯(84.63 μg/mL)。这项研究有希望重新定位KRAS突变肺癌的五种药物,其中头孢地诺西和可的松特别值得进一步评估,无论是单独治疗还是联合治疗,而卷曲霉素仍然是KRAS G12C突变的有效抑制剂,从硅和体外研究中可以看出。
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来源期刊
Informatics in Medicine Unlocked
Informatics in Medicine Unlocked Medicine-Health Informatics
CiteScore
9.50
自引率
0.00%
发文量
282
审稿时长
39 days
期刊介绍: Informatics in Medicine Unlocked (IMU) is an international gold open access journal covering a broad spectrum of topics within medical informatics, including (but not limited to) papers focusing on imaging, pathology, teledermatology, public health, ophthalmological, nursing and translational medicine informatics. The full papers that are published in the journal are accessible to all who visit the website.
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