Roberto Michela, Rossi Alessandro, Panebianco Martina, Pomes Leda Marina, Arrivi Giulia, Ierinò Debora, Simmaco Maurizio, Marchetti Paolo, Mazzuca Federica
Oncology Unit, Department of Clinical and Molecular Medicine, Sant'Andrea Hospital, University "La Sapienza", 00187 Rome, Italy.
Department of Medical-Surgical Sciences and Translation Medicine, Sapienza University, Sant'Andrea University Hospital, 00187 Rome, Italy.
Pharmaceuticals (Basel). 2021 Jan 15;14(1):67. doi: 10.3390/ph14010067.
Drug-drug interactions (DDIs) can affect both treatment efficacy and toxicity. We used Drug-PIN (Personalized Interactions Network) software in colorectal cancer (CRC) patients to evaluate drug-drug-gene interactions (DDGIs), defined as the combination of DDIs and individual genetic polymorphisms. Inclusion criteria were: (i) stage II-IV CRC; (ii) ECOG PS (Performance status sec. Eastern coperative oncology group) ≤2; (iii) ≥5 concomitant drugs; and (iv) adequate renal, hepatic, and bone marrow function. The Drug-PIN system analyzes interactions between active and/or pro-drug forms by integrating biochemical, demographic, and genomic data from 110 SNPs. We selected DDI, DrugPin1, and DrugPin2 scores, resulting from concomitant medication interactions, concomitant medications, and SNP profiles, and DrugPin1 added to chemotherapy drugs, respectively. Thirty-four patients, taking a median of seven concomitant medications, were included. The median DrugPin1 and DrugPin2 scores were 42.6 and 77.7, respectively. In 13 patients, the DrugPin2 score was two-fold higher than the DrugPin1 score, with 7 (54%) of these patients experiencing severe toxicity that required hospitalization. On chi-squared testing for any toxicity, a doubled DrugPin2 score ( = 0.001) was significantly related to G3-G4 toxicity. Drug-PIN software may prevent severe adverse events, decrease hospitalizations, and improve survival in cancer patients.
药物相互作用(DDIs)会影响治疗效果和毒性。我们在结直肠癌(CRC)患者中使用Drug-PIN(个性化相互作用网络)软件来评估药物-药物-基因相互作用(DDGIs),其定义为药物相互作用与个体基因多态性的组合。纳入标准为:(i)II-IV期结直肠癌;(ii)东部肿瘤协作组(ECOG)体能状态(PS)≤2;(iii)≥5种合并用药;以及(iv)肾、肝和骨髓功能正常。Drug-PIN系统通过整合来自110个单核苷酸多态性(SNP)的生化、人口统计学和基因组数据,分析活性和/或前体药物形式之间的相互作用。我们分别选择了由合并用药相互作用、合并用药和SNP谱产生的DDI、DrugPin1和DrugPin2评分,以及添加到化疗药物中的DrugPin1评分。纳入了34名患者,他们平均服用7种合并用药。DrugPin1和DrugPin2评分的中位数分别为42.6和77.7。在13名患者中,DrugPin2评分比DrugPin1评分高出两倍,其中7名(54%)患者出现需要住院治疗的严重毒性反应。在对任何毒性进行卡方检验时,DrugPin2评分翻倍(P = 0.001)与3-4级毒性显著相关。Drug-PIN软件可能预防癌症患者的严重不良事件,减少住院次数,并提高生存率。