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ABCB1 c.3435C>T polymorphism is associated with platinum toxicity: a preliminary study

Background Platinum-based doublets are the standard chemotherapy for lung cancer. The identification of markers associated with drug toxicity may improve the success of the treatment. Single nucleotide polymorphisms (SNPs) mapping into the genes involved in platinum transport or detoxification may e...

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Published in:Cancer chemotherapy and pharmacology 2019-04, Vol.83 (4), p.803-808
Main Authors: De Troia, Beatrice, Dalu, Davide, Filipazzi, Virginio, Isabella, Luigi, Tosca, Nicoletta, Ferrario, Sabrina, Gambaro, Anna Rita, Somma, Luisa, Fasola, Cinzia, Cheli, Stefania, Clementi, Emilio, De Francesco, Davide, Falvella, Felicia Stefania, Cattaneo, Maria Teresa
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cites cdi_FETCH-LOGICAL-c3346-f5b2c095aa2ec8dd2287ef4ed5b4f6444989e72af4546d674d6b4595188f9bcc3
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container_title Cancer chemotherapy and pharmacology
container_volume 83
creator De Troia, Beatrice
Dalu, Davide
Filipazzi, Virginio
Isabella, Luigi
Tosca, Nicoletta
Ferrario, Sabrina
Gambaro, Anna Rita
Somma, Luisa
Fasola, Cinzia
Cheli, Stefania
Clementi, Emilio
De Francesco, Davide
Falvella, Felicia Stefania
Cattaneo, Maria Teresa
description Background Platinum-based doublets are the standard chemotherapy for lung cancer. The identification of markers associated with drug toxicity may improve the success of the treatment. Single nucleotide polymorphisms (SNPs) mapping into the genes involved in platinum transport or detoxification may explain the occurrence of toxicities. In this study, we evaluated the role of three SNPs in predicting the onset of adverse events for lung cancer patients receiving cisplatin or carboplatin in adjuvant, neo-adjuvant and metastatic settings. Methods Eighty-two patients affected by non-small-cell and small-cell lung cancer treated with cisplatin- or carboplatin-based chemotherapy (stage II–IV) were enrolled. Before genetic analysis, patients signed a written informed consent. DNA was extracted from peripheral blood samples and genotypes were determined by real-time PCR. We selected and analyzed three SNPs: ABCB1 c.3435C>T/rs1045642, ABCC2 -24C>T/rs717620 and GSTP1 c.313A>G/rs1695. Patient characteristics and genotypes were correlated with hematological, gastrointestinal and renal toxicity as recorded by Common Terminology Criteria for Adverse Event (CTCAE) v4.03. No neurological toxicity was observed in our patients. Results Variant alleles were present in 53% of patients for ABCB1 c.3435C >T, 18.3% for ABCC2 -24C> T, and 34.8% for GSTP1 c.313A>G. Heterozygous CT at ABCB1 c.3435 was associated to a lower risk of hematological toxicity compared to homozygous CC (OR = 0.20; 95% CI 0.05, 0.69; p  = 0.01). Similar results were observed by genetic dominant model (CT + TT vs CC) and hematological toxicity (OR = 0.26; 95% CI 0.09, 0.79; p  = 0.02). No other significant associations were found between toxicity and SNPs. Multivariate analysis confirmed an independent value for the ABCB1 c.3435 C >T polymorphism. Conclusions The present study reveals that ABCB1 c.3435C>T polymorphism influences platinum toxicity. The T allele seems to exert a protective effect on the development of toxicities. Further studies, such as epigenetic regulation ones, are needed to validate and shed more light on this association.
doi_str_mv 10.1007/s00280-019-03794-6
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The identification of markers associated with drug toxicity may improve the success of the treatment. Single nucleotide polymorphisms (SNPs) mapping into the genes involved in platinum transport or detoxification may explain the occurrence of toxicities. In this study, we evaluated the role of three SNPs in predicting the onset of adverse events for lung cancer patients receiving cisplatin or carboplatin in adjuvant, neo-adjuvant and metastatic settings. Methods Eighty-two patients affected by non-small-cell and small-cell lung cancer treated with cisplatin- or carboplatin-based chemotherapy (stage II–IV) were enrolled. Before genetic analysis, patients signed a written informed consent. DNA was extracted from peripheral blood samples and genotypes were determined by real-time PCR. We selected and analyzed three SNPs: ABCB1 c.3435C&gt;T/rs1045642, ABCC2 -24C&gt;T/rs717620 and GSTP1 c.313A&gt;G/rs1695. Patient characteristics and genotypes were correlated with hematological, gastrointestinal and renal toxicity as recorded by Common Terminology Criteria for Adverse Event (CTCAE) v4.03. No neurological toxicity was observed in our patients. Results Variant alleles were present in 53% of patients for ABCB1 c.3435C &gt;T, 18.3% for ABCC2 -24C&gt; T, and 34.8% for GSTP1 c.313A&gt;G. Heterozygous CT at ABCB1 c.3435 was associated to a lower risk of hematological toxicity compared to homozygous CC (OR = 0.20; 95% CI 0.05, 0.69; p  = 0.01). Similar results were observed by genetic dominant model (CT + TT vs CC) and hematological toxicity (OR = 0.26; 95% CI 0.09, 0.79; p  = 0.02). No other significant associations were found between toxicity and SNPs. Multivariate analysis confirmed an independent value for the ABCB1 c.3435 C &gt;T polymorphism. Conclusions The present study reveals that ABCB1 c.3435C&gt;T polymorphism influences platinum toxicity. The T allele seems to exert a protective effect on the development of toxicities. Further studies, such as epigenetic regulation ones, are needed to validate and shed more light on this association.</description><identifier>ISSN: 0344-5704</identifier><identifier>EISSN: 1432-0843</identifier><identifier>DOI: 10.1007/s00280-019-03794-6</identifier><identifier>PMID: 30796464</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Alleles ; Antineoplastic Combined Chemotherapy Protocols - administration &amp; dosage ; Antineoplastic Combined Chemotherapy Protocols - adverse effects ; ATP Binding Cassette Transporter, Subfamily B - genetics ; Cancer ; Cancer Research ; Carboplatin ; Carboplatin - administration &amp; dosage ; Carcinoma, Non-Small-Cell Lung - drug therapy ; Carcinoma, Non-Small-Cell Lung - pathology ; Chemotherapy ; Cisplatin ; Cisplatin - administration &amp; dosage ; Deoxyribonucleic acid ; Detoxification ; DNA ; Female ; Gene mapping ; Gene polymorphism ; Genetic analysis ; Genotype ; Genotypes ; Glutathione transferase ; Hematology ; Humans ; Informed consent ; Lung cancer ; Lung Neoplasms - drug therapy ; Lung Neoplasms - pathology ; Male ; Mapping ; Medicine ; Medicine &amp; Public Health ; Metastases ; Multivariate analysis ; Neoplasm Staging ; Oncology ; Patients ; Peripheral blood ; Pharmacology/Toxicology ; Platinum ; Polymorphism ; Polymorphism, Single Nucleotide ; Short Communication ; Single-nucleotide polymorphism ; Small Cell Lung Carcinoma - drug therapy ; Small Cell Lung Carcinoma - pathology ; Terminology ; Toxicity</subject><ispartof>Cancer chemotherapy and pharmacology, 2019-04, Vol.83 (4), p.803-808</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2019</rights><rights>Cancer Chemotherapy and Pharmacology is a copyright of Springer, (2019). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3346-f5b2c095aa2ec8dd2287ef4ed5b4f6444989e72af4546d674d6b4595188f9bcc3</citedby><cites>FETCH-LOGICAL-c3346-f5b2c095aa2ec8dd2287ef4ed5b4f6444989e72af4546d674d6b4595188f9bcc3</cites><orcidid>0000-0003-2721-6082</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30796464$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>De Troia, Beatrice</creatorcontrib><creatorcontrib>Dalu, Davide</creatorcontrib><creatorcontrib>Filipazzi, Virginio</creatorcontrib><creatorcontrib>Isabella, Luigi</creatorcontrib><creatorcontrib>Tosca, Nicoletta</creatorcontrib><creatorcontrib>Ferrario, Sabrina</creatorcontrib><creatorcontrib>Gambaro, Anna Rita</creatorcontrib><creatorcontrib>Somma, Luisa</creatorcontrib><creatorcontrib>Fasola, Cinzia</creatorcontrib><creatorcontrib>Cheli, Stefania</creatorcontrib><creatorcontrib>Clementi, Emilio</creatorcontrib><creatorcontrib>De Francesco, Davide</creatorcontrib><creatorcontrib>Falvella, Felicia Stefania</creatorcontrib><creatorcontrib>Cattaneo, Maria Teresa</creatorcontrib><title>ABCB1 c.3435C&gt;T polymorphism is associated with platinum toxicity: a preliminary study</title><title>Cancer chemotherapy and pharmacology</title><addtitle>Cancer Chemother Pharmacol</addtitle><addtitle>Cancer Chemother Pharmacol</addtitle><description>Background Platinum-based doublets are the standard chemotherapy for lung cancer. The identification of markers associated with drug toxicity may improve the success of the treatment. Single nucleotide polymorphisms (SNPs) mapping into the genes involved in platinum transport or detoxification may explain the occurrence of toxicities. In this study, we evaluated the role of three SNPs in predicting the onset of adverse events for lung cancer patients receiving cisplatin or carboplatin in adjuvant, neo-adjuvant and metastatic settings. Methods Eighty-two patients affected by non-small-cell and small-cell lung cancer treated with cisplatin- or carboplatin-based chemotherapy (stage II–IV) were enrolled. Before genetic analysis, patients signed a written informed consent. DNA was extracted from peripheral blood samples and genotypes were determined by real-time PCR. We selected and analyzed three SNPs: ABCB1 c.3435C&gt;T/rs1045642, ABCC2 -24C&gt;T/rs717620 and GSTP1 c.313A&gt;G/rs1695. Patient characteristics and genotypes were correlated with hematological, gastrointestinal and renal toxicity as recorded by Common Terminology Criteria for Adverse Event (CTCAE) v4.03. No neurological toxicity was observed in our patients. Results Variant alleles were present in 53% of patients for ABCB1 c.3435C &gt;T, 18.3% for ABCC2 -24C&gt; T, and 34.8% for GSTP1 c.313A&gt;G. Heterozygous CT at ABCB1 c.3435 was associated to a lower risk of hematological toxicity compared to homozygous CC (OR = 0.20; 95% CI 0.05, 0.69; p  = 0.01). Similar results were observed by genetic dominant model (CT + TT vs CC) and hematological toxicity (OR = 0.26; 95% CI 0.09, 0.79; p  = 0.02). No other significant associations were found between toxicity and SNPs. Multivariate analysis confirmed an independent value for the ABCB1 c.3435 C &gt;T polymorphism. Conclusions The present study reveals that ABCB1 c.3435C&gt;T polymorphism influences platinum toxicity. The T allele seems to exert a protective effect on the development of toxicities. Further studies, such as epigenetic regulation ones, are needed to validate and shed more light on this association.</description><subject>Alleles</subject><subject>Antineoplastic Combined Chemotherapy Protocols - administration &amp; dosage</subject><subject>Antineoplastic Combined Chemotherapy Protocols - adverse effects</subject><subject>ATP Binding Cassette Transporter, Subfamily B - genetics</subject><subject>Cancer</subject><subject>Cancer Research</subject><subject>Carboplatin</subject><subject>Carboplatin - administration &amp; dosage</subject><subject>Carcinoma, Non-Small-Cell Lung - drug therapy</subject><subject>Carcinoma, Non-Small-Cell Lung - pathology</subject><subject>Chemotherapy</subject><subject>Cisplatin</subject><subject>Cisplatin - administration &amp; dosage</subject><subject>Deoxyribonucleic acid</subject><subject>Detoxification</subject><subject>DNA</subject><subject>Female</subject><subject>Gene mapping</subject><subject>Gene polymorphism</subject><subject>Genetic analysis</subject><subject>Genotype</subject><subject>Genotypes</subject><subject>Glutathione transferase</subject><subject>Hematology</subject><subject>Humans</subject><subject>Informed consent</subject><subject>Lung cancer</subject><subject>Lung Neoplasms - drug therapy</subject><subject>Lung Neoplasms - pathology</subject><subject>Male</subject><subject>Mapping</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Metastases</subject><subject>Multivariate analysis</subject><subject>Neoplasm Staging</subject><subject>Oncology</subject><subject>Patients</subject><subject>Peripheral blood</subject><subject>Pharmacology/Toxicology</subject><subject>Platinum</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Short Communication</subject><subject>Single-nucleotide polymorphism</subject><subject>Small Cell Lung Carcinoma - drug therapy</subject><subject>Small Cell Lung Carcinoma - pathology</subject><subject>Terminology</subject><subject>Toxicity</subject><issn>0344-5704</issn><issn>1432-0843</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kE1P3DAQhq2KqrvQ_oEeKktcuGQZ22PH4VAJVkCRkHqhXC3Hcbpe5at2Ith_T2ChSD30NId55p2Zh5CvDFYMID9NAFxDBqzIQOQFZuoDWTIUPAON4oAsQSBmMgdckMOUtgCATIhPZCEgLxQqXJL784v1BaNuJVDI9fc7OvTNru3jsAmppSFRm1Lvgh19RR_CuKFDY8fQTS0d-8fgwrg7o5YO0TehDZ2NO5rGqdp9Jh9r2yT_5bUekV9Xl3frH9ntz-ub9flt5oRAldWy5A4KaS33TlcV5zr3NfpKllgrRCx04XNua5SoKpVjpUqUhWRa10XpnDgiJ_vcIfZ_Jp9G04bkfNPYzvdTMpxpKRUwpmf0-B9020-xm697plArrUDOFN9TLvYpRV-bIYZ2_sswMM_Wzd66ma2bF-tGzUPfXqOnsvXV35E3zTMg9kCaW91vH993_yf2CebLi1A</recordid><startdate>201904</startdate><enddate>201904</enddate><creator>De Troia, Beatrice</creator><creator>Dalu, Davide</creator><creator>Filipazzi, Virginio</creator><creator>Isabella, Luigi</creator><creator>Tosca, Nicoletta</creator><creator>Ferrario, Sabrina</creator><creator>Gambaro, Anna Rita</creator><creator>Somma, Luisa</creator><creator>Fasola, Cinzia</creator><creator>Cheli, Stefania</creator><creator>Clementi, Emilio</creator><creator>De Francesco, Davide</creator><creator>Falvella, Felicia Stefania</creator><creator>Cattaneo, Maria Teresa</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2721-6082</orcidid></search><sort><creationdate>201904</creationdate><title>ABCB1 c.3435C&gt;T polymorphism is associated with platinum toxicity: a preliminary study</title><author>De Troia, Beatrice ; Dalu, Davide ; Filipazzi, Virginio ; Isabella, Luigi ; Tosca, Nicoletta ; Ferrario, Sabrina ; Gambaro, Anna Rita ; Somma, Luisa ; Fasola, Cinzia ; Cheli, Stefania ; Clementi, Emilio ; De Francesco, Davide ; Falvella, Felicia Stefania ; Cattaneo, Maria Teresa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3346-f5b2c095aa2ec8dd2287ef4ed5b4f6444989e72af4546d674d6b4595188f9bcc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Alleles</topic><topic>Antineoplastic Combined Chemotherapy Protocols - administration &amp; dosage</topic><topic>Antineoplastic Combined Chemotherapy Protocols - adverse effects</topic><topic>ATP Binding Cassette Transporter, Subfamily B - genetics</topic><topic>Cancer</topic><topic>Cancer Research</topic><topic>Carboplatin</topic><topic>Carboplatin - administration &amp; dosage</topic><topic>Carcinoma, Non-Small-Cell Lung - drug therapy</topic><topic>Carcinoma, Non-Small-Cell Lung - pathology</topic><topic>Chemotherapy</topic><topic>Cisplatin</topic><topic>Cisplatin - administration &amp; 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Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Cancer chemotherapy and pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>De Troia, Beatrice</au><au>Dalu, Davide</au><au>Filipazzi, Virginio</au><au>Isabella, Luigi</au><au>Tosca, Nicoletta</au><au>Ferrario, Sabrina</au><au>Gambaro, Anna Rita</au><au>Somma, Luisa</au><au>Fasola, Cinzia</au><au>Cheli, Stefania</au><au>Clementi, Emilio</au><au>De Francesco, Davide</au><au>Falvella, Felicia Stefania</au><au>Cattaneo, Maria Teresa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>ABCB1 c.3435C&gt;T polymorphism is associated with platinum toxicity: a preliminary study</atitle><jtitle>Cancer chemotherapy and pharmacology</jtitle><stitle>Cancer Chemother Pharmacol</stitle><addtitle>Cancer Chemother Pharmacol</addtitle><date>2019-04</date><risdate>2019</risdate><volume>83</volume><issue>4</issue><spage>803</spage><epage>808</epage><pages>803-808</pages><issn>0344-5704</issn><eissn>1432-0843</eissn><abstract>Background Platinum-based doublets are the standard chemotherapy for lung cancer. The identification of markers associated with drug toxicity may improve the success of the treatment. Single nucleotide polymorphisms (SNPs) mapping into the genes involved in platinum transport or detoxification may explain the occurrence of toxicities. In this study, we evaluated the role of three SNPs in predicting the onset of adverse events for lung cancer patients receiving cisplatin or carboplatin in adjuvant, neo-adjuvant and metastatic settings. Methods Eighty-two patients affected by non-small-cell and small-cell lung cancer treated with cisplatin- or carboplatin-based chemotherapy (stage II–IV) were enrolled. Before genetic analysis, patients signed a written informed consent. DNA was extracted from peripheral blood samples and genotypes were determined by real-time PCR. We selected and analyzed three SNPs: ABCB1 c.3435C&gt;T/rs1045642, ABCC2 -24C&gt;T/rs717620 and GSTP1 c.313A&gt;G/rs1695. Patient characteristics and genotypes were correlated with hematological, gastrointestinal and renal toxicity as recorded by Common Terminology Criteria for Adverse Event (CTCAE) v4.03. No neurological toxicity was observed in our patients. Results Variant alleles were present in 53% of patients for ABCB1 c.3435C &gt;T, 18.3% for ABCC2 -24C&gt; T, and 34.8% for GSTP1 c.313A&gt;G. Heterozygous CT at ABCB1 c.3435 was associated to a lower risk of hematological toxicity compared to homozygous CC (OR = 0.20; 95% CI 0.05, 0.69; p  = 0.01). Similar results were observed by genetic dominant model (CT + TT vs CC) and hematological toxicity (OR = 0.26; 95% CI 0.09, 0.79; p  = 0.02). No other significant associations were found between toxicity and SNPs. Multivariate analysis confirmed an independent value for the ABCB1 c.3435 C &gt;T polymorphism. Conclusions The present study reveals that ABCB1 c.3435C&gt;T polymorphism influences platinum toxicity. The T allele seems to exert a protective effect on the development of toxicities. Further studies, such as epigenetic regulation ones, are needed to validate and shed more light on this association.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>30796464</pmid><doi>10.1007/s00280-019-03794-6</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0003-2721-6082</orcidid><oa>free_for_read</oa></addata></record>
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1432-0843
language eng
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source Springer Nature
subjects Alleles
Antineoplastic Combined Chemotherapy Protocols - administration & dosage
Antineoplastic Combined Chemotherapy Protocols - adverse effects
ATP Binding Cassette Transporter, Subfamily B - genetics
Cancer
Cancer Research
Carboplatin
Carboplatin - administration & dosage
Carcinoma, Non-Small-Cell Lung - drug therapy
Carcinoma, Non-Small-Cell Lung - pathology
Chemotherapy
Cisplatin
Cisplatin - administration & dosage
Deoxyribonucleic acid
Detoxification
DNA
Female
Gene mapping
Gene polymorphism
Genetic analysis
Genotype
Genotypes
Glutathione transferase
Hematology
Humans
Informed consent
Lung cancer
Lung Neoplasms - drug therapy
Lung Neoplasms - pathology
Male
Mapping
Medicine
Medicine & Public Health
Metastases
Multivariate analysis
Neoplasm Staging
Oncology
Patients
Peripheral blood
Pharmacology/Toxicology
Platinum
Polymorphism
Polymorphism, Single Nucleotide
Short Communication
Single-nucleotide polymorphism
Small Cell Lung Carcinoma - drug therapy
Small Cell Lung Carcinoma - pathology
Terminology
Toxicity
title ABCB1 c.3435C>T polymorphism is associated with platinum toxicity: a preliminary study
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-24T17%3A32%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=ABCB1%20c.3435C%3ET%20polymorphism%20is%20associated%20with%20platinum%20toxicity:%20a%20preliminary%20study&rft.jtitle=Cancer%20chemotherapy%20and%20pharmacology&rft.au=De%20Troia,%20Beatrice&rft.date=2019-04&rft.volume=83&rft.issue=4&rft.spage=803&rft.epage=808&rft.pages=803-808&rft.issn=0344-5704&rft.eissn=1432-0843&rft_id=info:doi/10.1007/s00280-019-03794-6&rft_dat=%3Cproquest_cross%3E2185560118%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c3346-f5b2c095aa2ec8dd2287ef4ed5b4f6444989e72af4546d674d6b4595188f9bcc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2184868605&rft_id=info:pmid/30796464&rfr_iscdi=true