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Published in: Journal of Translational Medicine 1/2016

Open Access 01-12-2016 | Research

Pharmacogenetics driving personalized medicine: analysis of genetic polymorphisms related to breast cancer medications in Italian isolated populations

Authors: Massimiliano Cocca, Davide Bedognetti, Martina La Bianca, Paolo Gasparini, Giorgia Girotto

Published in: Journal of Translational Medicine | Issue 1/2016

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Abstract

Background

Breast cancer is the most common cancer in women characterized by a high variable clinical outcome among individuals treated with equivalent regimens and novel targeted therapies. In this study, we performed a population based approach intersecting high-throughput genotype data from Friuli Venezia Giulia (FVG) isolated populations with publically available pharmacogenomics information to estimate the frequency of genotypes correlated with responsiveness to breast cancer treatment thus improving the clinical management of this disease in an efficient and cost effective way.

Methods

A list of 80 variants reported to be related to the efficacy or toxicity of breast cancer drugs was obtained from PharmGKB database. Fourty-one were present in FVG, 1000G European (EUR) and ExAC (Non Finnish European) databases. Their frequency was extracted using PLINK software and the differences tested by Fisher’s exact test.

Results

Statistical analyses revealed that 13 out of the 41 (32 %) variants were significantly different in frequency in our sample as compared to the EUR/ExAC cohorts. For nine variants the available level of evidence (LOE) included polymorphisms related to cyclophosphamide, tamoxifen, doxorubicin, fluorpyrimidine and paclitaxel. In particular, for trastuzumab two variants were detected: (1) rs1801274-G within FCGR2A and associated with decreased efficacy (LOE 2B); (2) rs1136201-G located within ERBB2 and associated with increased toxicity (LOE 3). Both these two variants were underrepresented in the FVG population compared to EUR/ExAC population thus suggesting a high therapeutic index of this drug in our population. Moreover, as regards fluoropyrimidines, the frequency of two polymorphisms within the DPYD gene associated with drug toxicity (e.g., rs2297595-C allele and rs3918290-T allele, LOE 2A and 1, respectively) was extremely low in FVG population thus suggesting that a larger number of FVG patients could benefit from full dosage of fluoropyrimidine therapy.

Conclusions

All these findings increase the overall knowledge on the prevalence of specific variants related with breast cancer treatment responsiveness in FVG population and highlight the importance of assessing gene polymorphisms related with cancer medications in isolated communities.
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Literature
1.
go back to reference Martincorena I, Campbell PJ. Somatic mutation in cancer and normal cells. Science. 2015;349:1483–9.CrossRefPubMed Martincorena I, Campbell PJ. Somatic mutation in cancer and normal cells. Science. 2015;349:1483–9.CrossRefPubMed
2.
go back to reference Ma Q, Lu AYH. Pharmacogenetics, pharmacogenomics, and individualized medicine. Pharmacol Rev. 2011;63:437–59.CrossRefPubMed Ma Q, Lu AYH. Pharmacogenetics, pharmacogenomics, and individualized medicine. Pharmacol Rev. 2011;63:437–59.CrossRefPubMed
3.
go back to reference Berry D. Breast cancer heterogeneity may explain peaks in recurrence. Int J Surg Lond Engl. 2005;3:287.CrossRef Berry D. Breast cancer heterogeneity may explain peaks in recurrence. Int J Surg Lond Engl. 2005;3:287.CrossRef
4.
go back to reference Peto R, Davies C, Godwin J, Gray R, Pan HC, Clarke M, Cutter D, Darby S, McGale P, Taylor C, Wang YC, Bergh J, Di Leo A, Albain K, Swain S, Piccart M, Pritchard K, Early Breast Cancer Trialists’ Collaborative Group(EBCTCG). Comparisons between different polychemotherapy regimens for early breast cancer: meta-analyses of long-term outcome among 100,000 women in 123 randomised trials. Lancet. 2012;379:432–44.CrossRefPubMed Peto R, Davies C, Godwin J, Gray R, Pan HC, Clarke M, Cutter D, Darby S, McGale P, Taylor C, Wang YC, Bergh J, Di Leo A, Albain K, Swain S, Piccart M, Pritchard K, Early Breast Cancer Trialists’ Collaborative Group(EBCTCG). Comparisons between different polychemotherapy regimens for early breast cancer: meta-analyses of long-term outcome among 100,000 women in 123 randomised trials. Lancet. 2012;379:432–44.CrossRefPubMed
5.
go back to reference Bedognetti D, Sertoli MR, Pronzato P, Del Mastro L, Venturini M, Taveggia P, Zanardi E, Siffredi G, Pastorino S, Queirolo P, Gardin G, Wang E, Monzeglio C, Boccardo F, Bruzzi P. Concurrent vs sequential adjuvant chemotherapy and hormone therapy in breast cancer: a multicenter randomized phase III trial. J Natl Cancer Inst. 2011;103:1529–39.PubMedCentralCrossRefPubMed Bedognetti D, Sertoli MR, Pronzato P, Del Mastro L, Venturini M, Taveggia P, Zanardi E, Siffredi G, Pastorino S, Queirolo P, Gardin G, Wang E, Monzeglio C, Boccardo F, Bruzzi P. Concurrent vs sequential adjuvant chemotherapy and hormone therapy in breast cancer: a multicenter randomized phase III trial. J Natl Cancer Inst. 2011;103:1529–39.PubMedCentralCrossRefPubMed
6.
go back to reference Buyse M, Michiels S. Omics-based clinical trial designs. Curr Opin Oncol. 2013;25:289–95.PubMed Buyse M, Michiels S. Omics-based clinical trial designs. Curr Opin Oncol. 2013;25:289–95.PubMed
7.
go back to reference Ascierto ML, Idowu MO, Zhao Y, Khalak H, Payne KK, Wang X-Y, Dumur CI, Bedognetti D, Tomei S, Ascierto PA, Shanker A, Bear HD, Wang E, Marincola FM, De Maria A, Manjili MH. Molecular signatures mostly associated with NK cells are predictive of relapse free survival in breast cancer patients. J Transl Med. 2013;11:145.PubMedCentralCrossRefPubMed Ascierto ML, Idowu MO, Zhao Y, Khalak H, Payne KK, Wang X-Y, Dumur CI, Bedognetti D, Tomei S, Ascierto PA, Shanker A, Bear HD, Wang E, Marincola FM, De Maria A, Manjili MH. Molecular signatures mostly associated with NK cells are predictive of relapse free survival in breast cancer patients. J Transl Med. 2013;11:145.PubMedCentralCrossRefPubMed
8.
go back to reference Bedognetti D, Hendrickx W, Marincola FM, Miller LD. Prognostic and predictive immune gene signatures in breast cancer. Curr Opin Oncol. 2015;27:433–44.CrossRefPubMed Bedognetti D, Hendrickx W, Marincola FM, Miller LD. Prognostic and predictive immune gene signatures in breast cancer. Curr Opin Oncol. 2015;27:433–44.CrossRefPubMed
9.
go back to reference Han X, Diao L, Xu Y, Xue W, Ouyang T, Li J, Wang T, Fan Z, Fan T, Lin B, Xie Y. Association between the HER2 Ile655Val polymorphism and response to trastuzumab in women with operable primary breast cancer. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2014;25:1158–64.CrossRef Han X, Diao L, Xu Y, Xue W, Ouyang T, Li J, Wang T, Fan Z, Fan T, Lin B, Xie Y. Association between the HER2 Ile655Val polymorphism and response to trastuzumab in women with operable primary breast cancer. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2014;25:1158–64.CrossRef
10.
go back to reference Deenen MJ, Tol J, Burylo AM, Doodeman VD, de Boer A, Vincent A, Guchelaar H-J, Smits PHM, Beijnen JH, Punt CJA, Schellens JHM, Cats A. Relationship between single nucleotide polymorphisms and haplotypes in DPYD and toxicity and efficacy of capecitabine in advanced colorectal cancer. Clin Cancer Res Off J Am Assoc Cancer Res. 2011;17:3455–68.CrossRef Deenen MJ, Tol J, Burylo AM, Doodeman VD, de Boer A, Vincent A, Guchelaar H-J, Smits PHM, Beijnen JH, Punt CJA, Schellens JHM, Cats A. Relationship between single nucleotide polymorphisms and haplotypes in DPYD and toxicity and efficacy of capecitabine in advanced colorectal cancer. Clin Cancer Res Off J Am Assoc Cancer Res. 2011;17:3455–68.CrossRef
12.
go back to reference Tabor HK, Auer PL, Jamal SM, Chong JX, Yu J-H, Gordon AS, Graubert TA, O’Donnell CJ, Rich SS, Nickerson DA, Bamshad MJ, NHLBI Exome Sequencing Project. Pathogenic variants for Mendelian and complex traits in exomes of 6,517 European and African Americans: implications for the return of incidental results. Am J Hum Genet. 2014;95:183–93.PubMedCentralCrossRefPubMed Tabor HK, Auer PL, Jamal SM, Chong JX, Yu J-H, Gordon AS, Graubert TA, O’Donnell CJ, Rich SS, Nickerson DA, Bamshad MJ, NHLBI Exome Sequencing Project. Pathogenic variants for Mendelian and complex traits in exomes of 6,517 European and African Americans: implications for the return of incidental results. Am J Hum Genet. 2014;95:183–93.PubMedCentralCrossRefPubMed
13.
go back to reference Esko T, Mezzavilla M, Nelis M, Borel C, Debniak T, Jakkula E, Julia A, Karachanak S, Khrunin A, Kisfali P, Krulisova V, Aušrelé Kučinskiené Z, Rehnström K, Traglia M, Nikitina-Zake L, Zimprich F, Antonarakis SE, Estivill X, Glavač D, Gut I, Klovins J, Krawczak M, Kučinskas V, Lathrop M, Macek M, Marsal S, Meitinger T, Melegh B, Limborska S, Lubinski J, et al. Genetic characterization of northeastern Italian population isolates in the context of broader European genetic diversity. Eur J Hum Genet. 2013;21:659–65.PubMedCentralCrossRefPubMed Esko T, Mezzavilla M, Nelis M, Borel C, Debniak T, Jakkula E, Julia A, Karachanak S, Khrunin A, Kisfali P, Krulisova V, Aušrelé Kučinskiené Z, Rehnström K, Traglia M, Nikitina-Zake L, Zimprich F, Antonarakis SE, Estivill X, Glavač D, Gut I, Klovins J, Krawczak M, Kučinskas V, Lathrop M, Macek M, Marsal S, Meitinger T, Melegh B, Limborska S, Lubinski J, et al. Genetic characterization of northeastern Italian population isolates in the context of broader European genetic diversity. Eur J Hum Genet. 2013;21:659–65.PubMedCentralCrossRefPubMed
15.
go back to reference Consortium T 1000 GP. A map of human genome variation from population-scale sequencing. Nature. 2010;467:1061–73.CrossRef Consortium T 1000 GP. A map of human genome variation from population-scale sequencing. Nature. 2010;467:1061–73.CrossRef
17.
go back to reference Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, Sham PC. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007;81:559–75.PubMedCentralCrossRefPubMed Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, Sham PC. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007;81:559–75.PubMedCentralCrossRefPubMed
18.
go back to reference Jamieson D, Lee J, Cresti N, Jackson R, Griffin M, Sludden J, Verrill M, Boddy AV. Pharmacogenetics of adjuvant breast cancer treatment with cyclophosphamide, epirubicin and 5-fluorouracil. Cancer Chemother Pharmacol. 2014;74:667–74.CrossRefPubMed Jamieson D, Lee J, Cresti N, Jackson R, Griffin M, Sludden J, Verrill M, Boddy AV. Pharmacogenetics of adjuvant breast cancer treatment with cyclophosphamide, epirubicin and 5-fluorouracil. Cancer Chemother Pharmacol. 2014;74:667–74.CrossRefPubMed
19.
go back to reference Bray J, Sludden J, Griffin MJ, Cole M, Verrill M, Jamieson D, Boddy AV. Influence of pharmacogenetics on response and toxicity in breast cancer patients treated with doxorubicin and cyclophosphamide. Br J Cancer. 2010;102:1003–9.PubMedCentralCrossRefPubMed Bray J, Sludden J, Griffin MJ, Cole M, Verrill M, Jamieson D, Boddy AV. Influence of pharmacogenetics on response and toxicity in breast cancer patients treated with doxorubicin and cyclophosphamide. Br J Cancer. 2010;102:1003–9.PubMedCentralCrossRefPubMed
20.
go back to reference Tulsyan S, Agarwal G, Lal P, Mittal B. Significant role of CYP450 genetic variants in cyclophosphamide based breast cancer treatment outcomes: a multi-analytical strategy. Clin Chim Acta. 2014;434:21–8.CrossRefPubMed Tulsyan S, Agarwal G, Lal P, Mittal B. Significant role of CYP450 genetic variants in cyclophosphamide based breast cancer treatment outcomes: a multi-analytical strategy. Clin Chim Acta. 2014;434:21–8.CrossRefPubMed
21.
go back to reference Lal S, Wong ZW, Jada SR, Xiang X, Chen Shu X, Ang PCS, Figg WD, Lee EJ, Chowbay B. Novel SLC22A16 polymorphisms and influence on doxorubicin pharmacokinetics in Asian breast cancer patients. Pharmacogenomics. 2007;8:567–75.CrossRefPubMed Lal S, Wong ZW, Jada SR, Xiang X, Chen Shu X, Ang PCS, Figg WD, Lee EJ, Chowbay B. Novel SLC22A16 polymorphisms and influence on doxorubicin pharmacokinetics in Asian breast cancer patients. Pharmacogenomics. 2007;8:567–75.CrossRefPubMed
22.
go back to reference Glynn SA, Boersma BJ, Howe TM, Edvardsen H, Geisler SB, Goodman JE, Ridnour LA, Lønning PE, Børresen-Dale A-L, Naume B, Kristensen VN, Chanock SJ, Wink DA, Ambs S. A mitochondrial target sequence polymorphism in manganese superoxide dismutase predicts inferior survival in breast cancer patients treated with cyclophosphamide. Clin Cancer Res Off J Am Assoc Cancer Res. 2009;15:4165–73.CrossRef Glynn SA, Boersma BJ, Howe TM, Edvardsen H, Geisler SB, Goodman JE, Ridnour LA, Lønning PE, Børresen-Dale A-L, Naume B, Kristensen VN, Chanock SJ, Wink DA, Ambs S. A mitochondrial target sequence polymorphism in manganese superoxide dismutase predicts inferior survival in breast cancer patients treated with cyclophosphamide. Clin Cancer Res Off J Am Assoc Cancer Res. 2009;15:4165–73.CrossRef
23.
go back to reference Tengström M, Mannermaa A, Kosma V-M, Soini Y, Hirvonen A, Kataja V. MnSOD rs4880 and XPD rs13181 polymorphisms predict the survival of breast cancer patients treated with adjuvant tamoxifen. Acta Oncol. 2014;53:769–75.CrossRefPubMed Tengström M, Mannermaa A, Kosma V-M, Soini Y, Hirvonen A, Kataja V. MnSOD rs4880 and XPD rs13181 polymorphisms predict the survival of breast cancer patients treated with adjuvant tamoxifen. Acta Oncol. 2014;53:769–75.CrossRefPubMed
24.
go back to reference Mellor JD, Brown MP, Irving HR, Zalcberg JR, Dobrovic A. A critical review of the role of Fc gamma receptor polymorphisms in the response to monoclonal antibodies in cancer. J Hematol OncolJ Hematol Oncol. 2013;6:1.CrossRef Mellor JD, Brown MP, Irving HR, Zalcberg JR, Dobrovic A. A critical review of the role of Fc gamma receptor polymorphisms in the response to monoclonal antibodies in cancer. J Hematol OncolJ Hematol Oncol. 2013;6:1.CrossRef
25.
go back to reference Musolino A, Naldi N, Bortesi B, Pezzuolo D, Capelletti M, Missale G, Laccabue D, Zerbini A, Camisa R, Bisagni G, Neri TM, Ardizzoni A. Immunoglobulin G fragment C receptor polymorphisms and clinical efficacy of trastuzumab-based therapy in patients with HER-2/neu-positive metastatic breast cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2008;26:1789–96.CrossRef Musolino A, Naldi N, Bortesi B, Pezzuolo D, Capelletti M, Missale G, Laccabue D, Zerbini A, Camisa R, Bisagni G, Neri TM, Ardizzoni A. Immunoglobulin G fragment C receptor polymorphisms and clinical efficacy of trastuzumab-based therapy in patients with HER-2/neu-positive metastatic breast cancer. J Clin Oncol Off J Am Soc Clin Oncol. 2008;26:1789–96.CrossRef
26.
go back to reference Tamura K, Shimizu C, Hojo T, Akashi-Tanaka S, Kinoshita T, Yonemori K, Kouno T, Katsumata N, Ando M, Aogi K, Koizumi F, Nishio K, Fujiwara Y. FcγR2A and 3A polymorphisms predict clinical outcome of trastuzumab in both neoadjuvant and metastatic settings in patients with HER2-positive breast cancer. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2011;22:1302–7.CrossRef Tamura K, Shimizu C, Hojo T, Akashi-Tanaka S, Kinoshita T, Yonemori K, Kouno T, Katsumata N, Ando M, Aogi K, Koizumi F, Nishio K, Fujiwara Y. FcγR2A and 3A polymorphisms predict clinical outcome of trastuzumab in both neoadjuvant and metastatic settings in patients with HER2-positive breast cancer. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2011;22:1302–7.CrossRef
27.
go back to reference Hurvitz SA, Betting DJ, Stern HM, Quinaux E, Stinson J, Seshagiri S, Zhao Y, Buyse M, Mackey J, Driga A, Damaraju S, Sliwkowski MX, Robert NJ, Valero V, Crown J, Falkson C, Brufsky A, Pienkowski T, Eiermann W, Martin M, Bee V, Marathe O, Slamon DJ, Timmerman JM. Analysis of Fcγ receptor IIIa and IIa polymorphisms: lack of correlation with outcome in trastuzumab-treated breast cancer patients. Clin Cancer Res Off J Am Assoc Cancer Res. 2012;18:3478–86.CrossRef Hurvitz SA, Betting DJ, Stern HM, Quinaux E, Stinson J, Seshagiri S, Zhao Y, Buyse M, Mackey J, Driga A, Damaraju S, Sliwkowski MX, Robert NJ, Valero V, Crown J, Falkson C, Brufsky A, Pienkowski T, Eiermann W, Martin M, Bee V, Marathe O, Slamon DJ, Timmerman JM. Analysis of Fcγ receptor IIIa and IIa polymorphisms: lack of correlation with outcome in trastuzumab-treated breast cancer patients. Clin Cancer Res Off J Am Assoc Cancer Res. 2012;18:3478–86.CrossRef
28.
go back to reference Beauclair S, Formento P, Fischel JL, Lescaut W, Largillier R, Chamorey E, Hofman P, Ferrero JM, Pagès G, Milano G. Role of the HER2 [Ile655Val] genetic polymorphism in tumorogenesis and in the risk of trastuzumab-related cardiotoxicity. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2007;18:1335–41.CrossRef Beauclair S, Formento P, Fischel JL, Lescaut W, Largillier R, Chamorey E, Hofman P, Ferrero JM, Pagès G, Milano G. Role of the HER2 [Ile655Val] genetic polymorphism in tumorogenesis and in the risk of trastuzumab-related cardiotoxicity. Ann Oncol Off J Eur Soc Med Oncol ESMO. 2007;18:1335–41.CrossRef
29.
go back to reference Caudle KE, Thorn CF, Klein TE, Swen JJ, McLeod HL, Diasio RB, Schwab M. Clinical pharmacogenetics implementation consortium guidelines for dihydropyrimidine dehydrogenase genotype and fluoropyrimidine dosing. Clin Pharmacol Ther. 2013;94:640–5.PubMedCentralCrossRefPubMed Caudle KE, Thorn CF, Klein TE, Swen JJ, McLeod HL, Diasio RB, Schwab M. Clinical pharmacogenetics implementation consortium guidelines for dihydropyrimidine dehydrogenase genotype and fluoropyrimidine dosing. Clin Pharmacol Ther. 2013;94:640–5.PubMedCentralCrossRefPubMed
30.
go back to reference Swen JJ, Wilting I, de Goede AL, Grandia L, Mulder H, Touw DJ, de Boer A, Conemans JMH, Egberts TCG, Klungel OH, Koopmans R, van der Weide J, Wilffert B, Guchelaar H-J, Deneer VHM. Pharmacogenetics: from bench to byte. Clin Pharmacol Ther. 2008;83:781–7.CrossRefPubMed Swen JJ, Wilting I, de Goede AL, Grandia L, Mulder H, Touw DJ, de Boer A, Conemans JMH, Egberts TCG, Klungel OH, Koopmans R, van der Weide J, Wilffert B, Guchelaar H-J, Deneer VHM. Pharmacogenetics: from bench to byte. Clin Pharmacol Ther. 2008;83:781–7.CrossRefPubMed
31.
go back to reference Gross E, Busse B, Riemenschneider M, Neubauer S, Seck K, Klein H-G, Kiechle M, Lordick F, Meindl A. Strong association of a common dihydropyrimidine dehydrogenase gene polymorphism with fluoropyrimidine-related toxicity in cancer patients. PLoS One. 2008;3:e4003.PubMedCentralCrossRefPubMed Gross E, Busse B, Riemenschneider M, Neubauer S, Seck K, Klein H-G, Kiechle M, Lordick F, Meindl A. Strong association of a common dihydropyrimidine dehydrogenase gene polymorphism with fluoropyrimidine-related toxicity in cancer patients. PLoS One. 2008;3:e4003.PubMedCentralCrossRefPubMed
32.
go back to reference Gross E, Ullrich T, Seck K, Mueller V, de Wit M, von Schilling C, Meindl A, Schmitt M, Kiechle M. Detailed analysis of five mutations in dihydropyrimidine dehydrogenase detected in cancer patients with 5-fluorouracil-related side effects. Hum Mutat. 2003;22:498.CrossRefPubMed Gross E, Ullrich T, Seck K, Mueller V, de Wit M, von Schilling C, Meindl A, Schmitt M, Kiechle M. Detailed analysis of five mutations in dihydropyrimidine dehydrogenase detected in cancer patients with 5-fluorouracil-related side effects. Hum Mutat. 2003;22:498.CrossRefPubMed
33.
go back to reference Van Kuilenburg AB, Vreken P, Beex LV, Meinsma R, Van Lenthe H, De Abreu RA, van Gennip AH. Heterozygosity for a point mutation in an invariant splice donor site of dihydropyrimidine dehydrogenase and severe 5-fluorouracil related toxicity. Eur J Cancer Oxf Engl. 1990;1997(33):2258–64. Van Kuilenburg AB, Vreken P, Beex LV, Meinsma R, Van Lenthe H, De Abreu RA, van Gennip AH. Heterozygosity for a point mutation in an invariant splice donor site of dihydropyrimidine dehydrogenase and severe 5-fluorouracil related toxicity. Eur J Cancer Oxf Engl. 1990;1997(33):2258–64.
34.
go back to reference Choi YH, Bae SK, Kim SO, Lee MG. Pharmacokinetics of 5-fluorouracil in mutant Nagase analbuminemic rats: faster metabolism of 5-fluorouracil via CYP1A. Biopharm Drug Dispos. 2007;28:87–95.CrossRefPubMed Choi YH, Bae SK, Kim SO, Lee MG. Pharmacokinetics of 5-fluorouracil in mutant Nagase analbuminemic rats: faster metabolism of 5-fluorouracil via CYP1A. Biopharm Drug Dispos. 2007;28:87–95.CrossRefPubMed
35.
go back to reference Dong N, Yu J, Wang C, Zheng X, Wang Z, Di L, Song G, Zhu B, Che L, Jia J, Jiang H, Zhou X, Wang X, Ren J. Pharmacogenetic assessment of clinical outcome in patients with metastatic breast cancer treated with docetaxel plus capecitabine. J Cancer Res Clin Oncol. 2012;138:1197–203.CrossRefPubMed Dong N, Yu J, Wang C, Zheng X, Wang Z, Di L, Song G, Zhu B, Che L, Jia J, Jiang H, Zhou X, Wang X, Ren J. Pharmacogenetic assessment of clinical outcome in patients with metastatic breast cancer treated with docetaxel plus capecitabine. J Cancer Res Clin Oncol. 2012;138:1197–203.CrossRefPubMed
36.
go back to reference Vaclavikova R, Soucek P, Svobodova L, Anzenbacher P, Simek P, Guengerich FP, Gut I. Different in vitro metabolism of paclitaxel and docetaxel in humans, rats, pigs, and minipigs. Drug Metab Dispos Biol Fate Chem. 2004;32:666–74.CrossRefPubMed Vaclavikova R, Soucek P, Svobodova L, Anzenbacher P, Simek P, Guengerich FP, Gut I. Different in vitro metabolism of paclitaxel and docetaxel in humans, rats, pigs, and minipigs. Drug Metab Dispos Biol Fate Chem. 2004;32:666–74.CrossRefPubMed
37.
go back to reference Tang NLS, Liao CD, Wang X, Mo FKF, Chan VTC, Ng R, Pang E, Suen JJS, Woo J, Yeo W. Role of pharmacogenetics on adjuvant chemotherapy-induced neutropenia in Chinese breast cancer patients. J Cancer Res Clin Oncol. 2012;139:419–27.CrossRefPubMed Tang NLS, Liao CD, Wang X, Mo FKF, Chan VTC, Ng R, Pang E, Suen JJS, Woo J, Yeo W. Role of pharmacogenetics on adjuvant chemotherapy-induced neutropenia in Chinese breast cancer patients. J Cancer Res Clin Oncol. 2012;139:419–27.CrossRefPubMed
38.
go back to reference Sensorn I, Sirachainan E, Chamnanphon M, Pasomsub E, Trachu N, Supavilai P, Sukasem C, Pinthong D. Association of CYP3A4/5, ABCB1 and ABCC2 polymorphisms and clinical outcomes of Thai breast cancer patients treated with tamoxifen. Pharmacogenomics Pers Med. 2013;6:93–8.CrossRef Sensorn I, Sirachainan E, Chamnanphon M, Pasomsub E, Trachu N, Supavilai P, Sukasem C, Pinthong D. Association of CYP3A4/5, ABCB1 and ABCC2 polymorphisms and clinical outcomes of Thai breast cancer patients treated with tamoxifen. Pharmacogenomics Pers Med. 2013;6:93–8.CrossRef
39.
go back to reference Ingle JN, Schaid DJ, Goss PE, Liu M, Mushiroda T, Chapman J-AW, Kubo M, Jenkins GD, Batzler A, Shepherd L, Pater J, Wang L, Ellis MJ, Stearns V, Rohrer DC, Goetz MP, Pritchard KI, Flockhart DA, Nakamura Y, Weinshilboum RM. Genome-Wide Associations and Functional Genomic Studies of Musculoskeletal Adverse Events in Women Receiving Aromatase Inhibitors. J Clin Oncol. 2010;28:4674–82.PubMedCentralCrossRefPubMed Ingle JN, Schaid DJ, Goss PE, Liu M, Mushiroda T, Chapman J-AW, Kubo M, Jenkins GD, Batzler A, Shepherd L, Pater J, Wang L, Ellis MJ, Stearns V, Rohrer DC, Goetz MP, Pritchard KI, Flockhart DA, Nakamura Y, Weinshilboum RM. Genome-Wide Associations and Functional Genomic Studies of Musculoskeletal Adverse Events in Women Receiving Aromatase Inhibitors. J Clin Oncol. 2010;28:4674–82.PubMedCentralCrossRefPubMed
40.
go back to reference Lum DWK, Perel P, Hingorani AD, Holmes MV. CYP2D6 genotype and tamoxifen response for breast cancer: a systematic review and meta-analysis. PLoS One. 2013;8:e76648.PubMedCentralCrossRefPubMed Lum DWK, Perel P, Hingorani AD, Holmes MV. CYP2D6 genotype and tamoxifen response for breast cancer: a systematic review and meta-analysis. PLoS One. 2013;8:e76648.PubMedCentralCrossRefPubMed
41.
go back to reference Henry NL, Skaar TC, Dantzer J, Li L, Kidwell K, Gersch C, Nguyen AT, Rae JM, Desta Z, Oesterreich S, Philips S, Carpenter JS, Storniolo AM, Stearns V, Hayes DF, Flockhart DA. Genetic associations with toxicity-related discontinuation of aromatase inhibitor therapy for breast cancer. Breast Cancer Res Treat. 2013;138:807–16.PubMedCentralCrossRefPubMed Henry NL, Skaar TC, Dantzer J, Li L, Kidwell K, Gersch C, Nguyen AT, Rae JM, Desta Z, Oesterreich S, Philips S, Carpenter JS, Storniolo AM, Stearns V, Hayes DF, Flockhart DA. Genetic associations with toxicity-related discontinuation of aromatase inhibitor therapy for breast cancer. Breast Cancer Res Treat. 2013;138:807–16.PubMedCentralCrossRefPubMed
42.
go back to reference Huttin CC, Liebman MN. The economics of biobanking and pharmacogenetics databasing: the case of an adaptive platform on breast cancer. Technol Health Care Off J Eur Soc Eng Med. 2013;21:183–90. Huttin CC, Liebman MN. The economics of biobanking and pharmacogenetics databasing: the case of an adaptive platform on breast cancer. Technol Health Care Off J Eur Soc Eng Med. 2013;21:183–90.
Metadata
Title
Pharmacogenetics driving personalized medicine: analysis of genetic polymorphisms related to breast cancer medications in Italian isolated populations
Authors
Massimiliano Cocca
Davide Bedognetti
Martina La Bianca
Paolo Gasparini
Giorgia Girotto
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2016
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-016-0778-z

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