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Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach

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...

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Autores principales: Roberto, Michela, Rossi, Alessandro, Panebianco, Martina, Pomes, Leda Marina, Arrivi, Giulia, Ierinò, Debora, Simmaco, Maurizio, Marchetti, Paolo, Mazzuca, Federica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830292/
https://www.ncbi.nlm.nih.gov/pubmed/33467633
http://dx.doi.org/10.3390/ph14010067
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author Roberto, Michela
Rossi, Alessandro
Panebianco, Martina
Pomes, Leda Marina
Arrivi, Giulia
Ierinò, Debora
Simmaco, Maurizio
Marchetti, Paolo
Mazzuca, Federica
author_facet Roberto, Michela
Rossi, Alessandro
Panebianco, Martina
Pomes, Leda Marina
Arrivi, Giulia
Ierinò, Debora
Simmaco, Maurizio
Marchetti, Paolo
Mazzuca, Federica
author_sort Roberto, Michela
collection PubMed
description 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 (p = 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.
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spelling pubmed-78302922021-01-26 Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach Roberto, Michela Rossi, Alessandro Panebianco, Martina Pomes, Leda Marina Arrivi, Giulia Ierinò, Debora Simmaco, Maurizio Marchetti, Paolo Mazzuca, Federica Pharmaceuticals (Basel) Article 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 (p = 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. MDPI 2021-01-15 /pmc/articles/PMC7830292/ /pubmed/33467633 http://dx.doi.org/10.3390/ph14010067 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Roberto, Michela
Rossi, Alessandro
Panebianco, Martina
Pomes, Leda Marina
Arrivi, Giulia
Ierinò, Debora
Simmaco, Maurizio
Marchetti, Paolo
Mazzuca, Federica
Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title_full Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title_fullStr Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title_full_unstemmed Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title_short Drug–Drug Interactions and Pharmacogenomic Evaluation in Colorectal Cancer Patients: The New Drug-PIN(®) System Comprehensive Approach
title_sort drug–drug interactions and pharmacogenomic evaluation in colorectal cancer patients: the new drug-pin(®) system comprehensive approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830292/
https://www.ncbi.nlm.nih.gov/pubmed/33467633
http://dx.doi.org/10.3390/ph14010067
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