Literature DB >> 33467633

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

Michela Roberto1,2, Alessandro Rossi1, Martina Panebianco1, Leda Marina Pomes3,4, Giulia Arrivi1, Debora Ierinò1,2, Maurizio Simmaco3,4,5, Paolo Marchetti1, Federica Mazzuca1.   

Abstract

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.

Entities:  

Keywords:  Drug-PIN®; advanced colorectal cancer; drug–drug–gene interaction; pharmacogenomic

Year:  2021        PMID: 33467633      PMCID: PMC7830292          DOI: 10.3390/ph14010067

Source DB:  PubMed          Journal:  Pharmaceuticals (Basel)        ISSN: 1424-8247


  42 in total

Review 1.  FOLFOX versus FOLFIRI: a comparison of regimens in the treatment of colorectal cancer metastases.

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Journal:  Anticancer Res       Date:  2005 Jan-Feb       Impact factor: 2.480

2.  Clinical implications of dihydropyrimidine dehydrogenase (DPD) deficiency in patients with severe 5-fluorouracil-associated toxicity: identification of new mutations in the DPD gene.

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Journal:  Clin Cancer Res       Date:  2000-12       Impact factor: 12.531

Review 3.  Pharmacogenetics: from bench to byte--an update of guidelines.

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Journal:  Clin Pharmacol Ther       Date:  2011-03-16       Impact factor: 6.875

4.  Dihydropyrimidine dehydrogenase activity in human peripheral blood mononuclear cells and liver: population characteristics, newly identified deficient patients, and clinical implication in 5-fluorouracil chemotherapy.

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Journal:  Cancer Res       Date:  1993-11-15       Impact factor: 12.701

5.  A liquid chromatography-tandem mass spectrometry method for the determination of 5-Fluorouracil degradation rate by intact peripheral blood mononuclear cells.

Authors:  Alfonso M Lostia; Luana Lionetto; Cristiano Ialongo; Giovanna Gentile; Antonella Viterbo; Paola Malaguti; Ida Paris; Luca Marchetti; Paolo Marchetti; Antonio De Blasi; Maurizio Simmaco
Journal:  Ther Drug Monit       Date:  2009-08       Impact factor: 3.681

6.  Severe drug interactions and potentially inappropriate medication usage in elderly cancer patients.

Authors:  Ali Alkan; Arzu Yaşar; Ebru Karcı; Elif Berna Köksoy; Muslih Ürün; Filiz Çay Şenler; Yüksel Ürün; Gülseren Tuncay; Hakan Ergün; Hakan Akbulut
Journal:  Support Care Cancer       Date:  2016-09-12       Impact factor: 3.603

Review 7.  SNPs in cancer research and treatment.

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Journal:  Br J Cancer       Date:  2004-02-23       Impact factor: 7.640

Review 8.  Pharmacokinetic drug-drug interaction and their implication in clinical management.

Authors:  Caterina Palleria; Antonello Di Paolo; Chiara Giofrè; Chiara Caglioti; Giacomo Leuzzi; Antonio Siniscalchi; Giovambattista De Sarro; Luca Gallelli
Journal:  J Res Med Sci       Date:  2013-07       Impact factor: 1.852

Review 9.  Understanding and preventing drug-drug and drug-gene interactions.

Authors:  Cara Tannenbaum; Nancy L Sheehan
Journal:  Expert Rev Clin Pharmacol       Date:  2014-04-19       Impact factor: 5.045

10.  A Use Case to Support Precision Medicine for Frequently Hospitalized Older Adults with Polypharmacy.

Authors:  Manuel Cabrera; Joseph Finkelstein
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2016-07-20
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  6 in total

1.  Implementing Pharmacogenetic Testing in Gastrointestinal Cancers (IMPACT-GI): Study Protocol for a Pragmatic Implementation Trial for Establishing DPYD and UGT1A1 Screening to Guide Chemotherapy Dosing.

Authors:  Lisa A Varughese; Madhuri Bhupathiraju; Glenda Hoffecker; Shannon Terek; Margaret Harr; Hakon Hakonarson; Christine Cambareri; Jessica Marini; Jeffrey Landgraf; Jinbo Chen; Genevieve Kanter; Kelsey S Lau-Min; Ryan C Massa; Nevena Damjanov; Nandi J Reddy; Randall A Oyer; Ursina R Teitelbaum; Sony Tuteja
Journal:  Front Oncol       Date:  2022-07-05       Impact factor: 5.738

Review 2.  CDK4/6 Inhibitor Treatments in Patients with Hormone Receptor Positive, Her2 Negative Advanced Breast Cancer: Potential Molecular Mechanisms, Clinical Implications and Future Perspectives.

Authors:  Michela Roberto; Antonio Astone; Andrea Botticelli; Luisa Carbognin; Alessandra Cassano; Giuliana D'Auria; Agnese Fabbri; Alessandra Fabi; Teresa Gamucci; Eriseld Krasniqi; Mauro Minelli; Armando Orlandi; Francesco Pantano; Ida Paris; Laura Pizzuti; Ilaria Portarena; Nello Salesi; Simone Scagnoli; Paola Scavina; Giuseppe Tonini; Patrizia Vici; Paolo Marchetti
Journal:  Cancers (Basel)       Date:  2021-01-18       Impact factor: 6.639

3.  Individualized Drugs' Selection by Evaluation of Drug Properties, Pharmacogenomics and Clinical Parameters: Performance of a Bioinformatic Tool Compared to a Clinically Established Counselling Process.

Authors:  Marina Borro; Giovanna Gentile; Sally H Preissner; Leda Marina Pomes; Björn-Oliver Gohlke; Antonio Del Casale; Andreas Eckert; Paolo Marchetti; Saskia Preissner; Robert Preissner; Maurizio Simmaco
Journal:  Pharmgenomics Pers Med       Date:  2021-08-05

4.  Comparison of Computerized Prescription Support Systems in COVID-19 Patients: INTERCheck and Drug-PIN.

Authors:  Antonio Martocchia; Clara Bruscia; Giulia Conforti; Francesca Falangone; Valentina Marini; Alfredo Pennica; Aldo Pezzuto; Massimiliano Rocchietti March; Alberto Sentimentale; Valerio Spuntarelli; Laura Tafaro; Alberto Ricci; Maurizio Simmaco; Giorgio Sesti; Robert Preissner; Paolo Martelletti
Journal:  SN Compr Clin Med       Date:  2021-12-27

5.  Prescription Advice Based on Data of Drug-Drug-Gene Interaction of Patients with Polypharmacy.

Authors:  Sandro Salamone; Sara Spirito; Maurizio Simmaco; Marius Unger; Saskia Preissner; Björn-Oliver Gohlke; Andreas Eckert; Robert Preissner
Journal:  Pharmgenomics Pers Med       Date:  2022-08-18

6.  An Example of Personalized Treatment in HR+ HER2+ Long Survivor Breast Cancer Patient (Case Report).

Authors:  Martina Panebianco; Beatrice Taurelli Salimbeni; Michela Roberto; Paolo Marchetti
Journal:  Curr Oncol       Date:  2021-05-25       Impact factor: 3.677

  6 in total

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