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Simões AR, Fernández-Rozadilla C, Maroñas O, Carracedo Á. The Road so Far in Colorectal Cancer Pharmacogenomics: Are We Closer to Individualised Treatment? J Pers Med 2020; 10:E237. [PMID: 33228198 PMCID: PMC7711884 DOI: 10.3390/jpm10040237] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/16/2020] [Accepted: 11/17/2020] [Indexed: 12/12/2022] Open
Abstract
In recent decades, survival rates in colorectal cancer have improved greatly due to pharmacological treatment. However, many patients end up developing adverse drug reactions that can be severe or even life threatening, and that affect their quality of life. These remain a limitation, as they may force dose reduction or treatment discontinuation, diminishing treatment efficacy. From candidate gene approaches to genome-wide analysis, pharmacogenomic knowledge has advanced greatly, yet there is still huge and unexploited potential in the use of novel technologies such as next-generation sequencing strategies. This review summarises the road of colorectal cancer pharmacogenomics so far, presents considerations and directions to be taken for further works and discusses the path towards implementation into clinical practice.
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Affiliation(s)
- Ana Rita Simões
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela (USC), 15706 Santiago de Compostela, Spain; (A.R.S.); (O.M.); (Á.C.)
- Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
| | - Ceres Fernández-Rozadilla
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela (USC), 15706 Santiago de Compostela, Spain; (A.R.S.); (O.M.); (Á.C.)
- Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
| | - Olalla Maroñas
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela (USC), 15706 Santiago de Compostela, Spain; (A.R.S.); (O.M.); (Á.C.)
| | - Ángel Carracedo
- Grupo de Medicina Xenómica, Universidade de Santiago de Compostela (USC), 15706 Santiago de Compostela, Spain; (A.R.S.); (O.M.); (Á.C.)
- Instituto de Investigación Sanitaria de Santiago (IDIS), 15706 Santiago de Compostela, Spain
- Fundación Pública Galega de Medicina Xenómica; SERGAS, 15706 Santiago de Compostela, Spain
- Consorcio Centro de Investigación Biomédica en Red de Enfermedades Raras—CIBERER, 28029 Madrid, Spain
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2
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O'Donnell PH, Trubetskoy V, Nurhussein-Patterson A, Hall JP, Nath A, Huo D, Fleming GF, Ingle JN, Abramson VG, Morrow PK, Storniolo AM, Forero A, Van Poznak C, Liu MC, Chang JC, Merkel DE, Peppercorn JM, Rugo HS, Dees EC, Hahn OM, Hoffman PC, Rosner GL, Huang RS, Ratain MJ, Cox N, Olopade OI, Wolff AC, Dolan ME, Nanda R. Clinical evaluation of germline polymorphisms associated with capecitabine toxicity in breast cancer: TBCRC-015. Breast Cancer Res Treat 2020; 181:623-633. [PMID: 32378051 DOI: 10.1007/s10549-020-05603-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Accepted: 03/18/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE Capecitabine is important in breast cancer treatment but causes diarrhea and hand-foot syndrome (HFS), affecting adherence and quality of life. We sought to identify pharmacogenomic predictors of capecitabine toxicity using a novel monitoring tool. METHODS Patients with metastatic breast cancer were prospectively treated with capecitabine (2000 mg/m2/day, 14 days on/7 off). Patients completed in-person toxicity questionnaires (day 1/cycle) and automated phone-in assessments (days 8, 15). Correlation of genotypes with early and overall toxicity was the primary endpoint. RESULTS Two hundred and fifty-nine patients were enrolled (14 institutions). Diarrhea and HFS occurred in 52% (17% grade 3) and 69% (9% grade 3), respectively. Only 29% of patients completed four cycles without dose reduction/interruption. In 39%, the highest toxicity grade was captured via phone. Three single nucleotide polymorphisms (SNPs) associated with diarrhea-DPYD*5 (odds ratio [OR] 4.9; P = 0.0005), a MTHFR missense SNP (OR 3.3; P = 0.02), and a SNP upstream of MTRR (OR 3.0; P = 0.03). GWAS elucidated a novel HFS SNP (OR 3.0; P = 0.0007) near TNFSF4 (OX40L), a gene implicated in autoimmunity including autoimmune skin diseases never before implicated in HFS. Genotype-gene expression analyses of skin tissues identified rs11158568 (associated with HFS via GWAS) with expression of CHURC1, a transcriptional activator controlling fibroblast growth factor (beta = - 0.74; P = 1.46 × 10-23), representing a previously unidentified mechanism for HFS. CONCLUSIONS This is the first cancer pharmacogenomic study to use phone-in self-reporting, permitting augmented toxicity characterization. Three germline toxicity SNPs were replicated, and several novel SNPs/genes having strong functional relevance were discovered. If further validated, these markers could permit personalized capecitabine dosing.
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Affiliation(s)
- Peter H O'Donnell
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA.
| | - Vassily Trubetskoy
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA.,Universitatsmedizin Berlin Campus Charite Mitte, Berlin, Germany
| | | | - Julianne P Hall
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Aritro Nath
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Dezheng Huo
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Gini F Fleming
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | | | | | - P K Morrow
- MD Anderson Cancer Center, Houston, USA.,Amgen Inc, Thousand Oaks, USA
| | | | | | | | - Minetta C Liu
- Mayo Clinic, Rochester, USA.,Georgetown University, Washington, USA
| | | | | | | | - Hope S Rugo
- University of California, San Francisco, USA
| | | | - Olwen M Hahn
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Philip C Hoffman
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | | | - R Stephanie Huang
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA.,University of Minnesota, Minneapolis, USA
| | - Mark J Ratain
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Nancy Cox
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA.,Vanderbilt University, Nashville, USA
| | | | | | - M Eileen Dolan
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
| | - Rita Nanda
- The University of Chicago, 5841 S. Maryland Avenue, MC 2115, Chicago, IL, 60637, USA
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3
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Lin S, Yue J, Guan X, Yuan P, Wang J, Luo Y, Fan Y, Cai R, Li Q, Chen S, Zhang P, Li Q, Ma F, Xu B. Polymorphisms of MTHFR and TYMS predict capecitabine-induced hand-foot syndrome in patients with metastatic breast cancer. Cancer Commun (Lond) 2019; 39:57. [PMID: 31601265 PMCID: PMC6787984 DOI: 10.1186/s40880-019-0399-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 09/20/2019] [Indexed: 02/08/2023] Open
Abstract
Background Breast cancer is a global problem, and a large number of new cases are diagnosed every year. Capecitabine is effective in patients with metastatic breast cancer (MBC). Hand-foot syndrome (HFS) is a common adverse effect of capecitabine. In this study, we investigated the association between single nucleotide polymorphisms (SNPs) in genes involved in capecitabine metabolism pathways and capecitabine-induced HFS in Chinese patients with MBC to identify some predictive genetic biomarkers. Methods We selected 3 genes involved in capecitabine metabolism and screened genetic variants in these target genes. We genotyped a total of 22 SNPs in the thymidylate synthase gene (TYMS), the methylene tetrahydrofolate reductase gene (MTHFR), and the ribonucleotide reductase M1 gene (RRM1) in 342 MBC patients treated with capecitabine-based chemotherapy. The genotype distributions of each SNP in patients with and without HFS were assessed using Pearson’s χ2 test, and the relationship between HFS and genotypes of SNPs was determined using logistic regression analysis. The association between SNPs and their corresponding gene expression was analyzed using the Blood expression quantitative trait loci (eQTL) browser online tools. Results We found 4 positive sites for HFS in the TYMS and MTHFR genes: TYMS rs2606241 (P = 0.022), TYMS rs2853741 (P = 0.019), MTHFR rs3737964 (P = 0.029), and MTHFR rs4846048 (P = 0.030). Logistic regression analyses showed that the genotype AG of MTHFR rs3737964 [odds ratio (OR) = 0.54, 95% confidence interval (CI) 0.31–0.97, P = 0.038] and MTHFR rs4846048 (OR = 0.54, 95% CI 0.30–0.98, P = 0.042) were protective factors of HFS, whereas the genotype CT of TYMS rs2853741 (OR = 2.25, 95% CI 1.31–3.87, P = 0.012) increased the risk of HFS. The association between the genotype GT of TYMS rs2606241 (OR = 1.27, 95% CI 0.73–2.23, P = 0.012) and HFS was uncertain. Further eQTL analyses confirmed that the alleles of rs3737964 and rs4846048 affected the gene expression levels of MTHFR in cis. Conclusions We have identified four potentially useful pharmacogenetic markers, TYMS rs2606241, TYMS rs2853741, MTHFR rs3737964, and MTHFR rs4846048 to predict capecitabine-induced HFS in MBC patients.
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Affiliation(s)
- Shaoyan Lin
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Jian Yue
- Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100021, P. R. China
| | - Xiuwen Guan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Peng Yuan
- Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100021, P. R. China
| | - Jiayu Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Yang Luo
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Ying Fan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Ruigang Cai
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Qiao Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Shanshan Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Pin Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Qing Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China
| | - Fei Ma
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China.
| | - Binghe Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No.17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, P. R. China.
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Traylor M, Walker JL, Corrigan AA, Hernandez MA, Newhouse SJ, Folarin AA, Patel H, Ross PJ, Sanderson JD, Spicer J, Prescott NJ, Mathew CG, Marinaki AM, Lewis CM. Exome array analysis of adverse reactions to fluoropyrimidine-based therapy for gastrointestinal cancer. PLoS One 2018; 13:e0188911. [PMID: 29715290 PMCID: PMC5929530 DOI: 10.1371/journal.pone.0188911] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 11/15/2017] [Indexed: 12/31/2022] Open
Abstract
Fluoropyrimidines, including 5-fluororacil (5FU) and its pro-drug Capecitabine, are the common treatment for colorectal, breast, neck and head cancers—either as monotherapy or in combination therapy. Adverse reactions (ADRs) to the treatment are common and often result in treatment discontinuation or dose reduction. Factors contributing to ADRs, including genetic variation, are poorly characterized. We performed exome array analysis to identify genetic variants that contribute to adverse reactions. Our final dataset consisted of 504 European ancestry individuals undergoing fluoropyrimidine-based therapy for gastrointestinal cancer. A subset of 254 of these were treated with Capecitabine. All individuals were genotyped on the Illumina HumanExome Array. Firstly, we performed SNP and gene-level analyses of protein-altering variants on the array to identify novel associations the following ADRs, which were grouped into four phenotypes based on symptoms of diarrhea, mucositis, and neutropenia and hand-and-foot syndrome. Secondly, we performed detailed analyses of the HLA region on the same phenotypes after imputing the HLA alleles and amino acids. No protein-altering variants, or sets of protein-altering variants collapsed into genes, were associated with the main outcomes after Bonferroni correction. We found evidence that the HLA region was enriched for associations with Hand-and-Foot syndrome (p = 0.023), but no specific SNPs or HLA alleles were significant after Bonferroni correction. Larger studies will be required to characterize the genetic contribution to ADRs to 5FU. Future studies that focus on the HLA region are likely to be fruitful.
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Affiliation(s)
- Matthew Traylor
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
- * E-mail:
| | - Jemma L. Walker
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Adele A. Corrigan
- Purine Research Laboratory, GSTS Pathology, Guy’s and St. Thomas’ Hospital NHS Foundation Trust, St. Thomas Hospital, London, United Kingdom
| | - Monica A. Hernandez
- Purine Research Laboratory, GSTS Pathology, Guy’s and St. Thomas’ Hospital NHS Foundation Trust, St. Thomas Hospital, London, United Kingdom
| | - Stephen J. Newhouse
- National Institute for Health Research (NIHR) Biomedical Research Centre for Mental Health at South London and Maudsley NHS Foundation Trust and (Institute of Psychiatry), King’s College London, London, United Kingdom
| | - Amos A. Folarin
- National Institute for Health Research (NIHR) Biomedical Research Centre for Mental Health at South London and Maudsley NHS Foundation Trust and (Institute of Psychiatry), King’s College London, London, United Kingdom
| | - Hamel Patel
- National Institute for Health Research (NIHR) Biomedical Research Centre for Mental Health at South London and Maudsley NHS Foundation Trust and (Institute of Psychiatry), King’s College London, London, United Kingdom
| | - Paul J. Ross
- Department of Gastroenterology, Guy’s and St. Thomas’ NHS Foundation Trust and King’s College London, London, United Kingdom
| | - Jeremy D. Sanderson
- Department of Gastroenterology, Guy’s and St. Thomas’ NHS Foundation Trust and King’s College London, London, United Kingdom
| | - James Spicer
- Division of Cancer Studies, King’s College London, Guy’s Hospital, London, United Kingdom
| | - Natalie J. Prescott
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
| | - Christopher G. Mathew
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
- Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa
| | - Anthony M. Marinaki
- Purine Research Laboratory, GSTS Pathology, Guy’s and St. Thomas’ Hospital NHS Foundation Trust, St. Thomas Hospital, London, United Kingdom
| | - Cathryn M. Lewis
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
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5
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Wang X, Xie JB, Wu G, Li XL, Han SY. Single nucleotide polymorphisms of ENOSF1 are predictors of therapeutic safety of capecitabine in colorectal cancer. Shijie Huaren Xiaohua Zazhi 2017; 25:3133-3140. [DOI: 10.11569/wcjd.v25.i35.3133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the relationship between single nucleotide polymorphisms of enolase superfamily member 1 (ENOSF1) and capecitabine related toxic reactions.
METHODS Peripheral venous blood was collected from 62 patients with colorectal cancer who were treated with capecitabine alone or combined with chemotherapy. Genomic DNA was extracted from the peripheral venous blood to genotype ENOSF1 single nucleotide polymorphisms rs2612091, IVS10-61C>T, IVS10-60G>A, and rs1059394 by sequencing. The toxic reactions of capecitabine were recorded, and their relationship with different genotypes was compared.
RESULTS According to the level of toxic reactions, the patients were divided into two groups: patients with grade 0-1 toxicities and those with grade 2-4 toxicities. ENOSF1 genotypes were divided into a dominant model and a recessive model. In the dominant model, the risk of grade 2-4 hand-foot syndrome in patients with IVS10-60G>A GG genotype was significantly higher than that in patients with AG/AA genotype (χ2 = 5.421, P = 0.020, OR = 4.364, 95%CI: 1.217-15.641). In the recessive model, the risk of grade 2-4 diarrhea in patients with IVS10-61C>T TT genotype was significantly higher than that in patients with CC/CT genotype (Fisher's exact test: P = 0.817, OR = 0.108, 95%CI: 0.015-0.788).
CONCLUSION The IVS10-61C>T and IVS10-60G>A loci of ENOSF1 gene are expected to be used as genetic markers to predict the therapeutic safety of capecitabine treatment.
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Affiliation(s)
- Xin Wang
- Graduate School, Xinxiang Medical College, Xinxiang 453003, He'nan Province, China
| | - Jia-Bei Xie
- Department of Gastroenterology, He'nan Provincial People's Hospital, Zhengzhou 450003, He'nan Province, China
| | - Gang Wu
- Department of Gastrointestinal Surgery, He'nan Provincial People's Hospital, Zhengzhou 450003, He'nan Province, China
| | - Xiu-Ling Li
- Department of Gastroenterology, He'nan Provincial People's Hospital, Zhengzhou 450003, He'nan Province, China
| | - Shuang-Yin Han
- Department of Gastroenterology, He'nan Provincial People's Hospital, Zhengzhou 450003, He'nan Province, China
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6
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Pellicer M, García-González X, García MI, Robles L, Grávalos C, García-Alfonso P, Pachón V, Longo F, Martínez V, Blanco C, Iglesias I, Sanjurjo M, López-Fernández LA. Identification of new SNPs associated with severe toxicity to capecitabine. Pharmacol Res 2017; 120:133-137. [DOI: 10.1016/j.phrs.2017.03.021] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Revised: 03/10/2017] [Accepted: 03/23/2017] [Indexed: 01/19/2023]
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7
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Karol SE, Yang W, Smith C, Cheng C, Stewart CF, Baker SD, Sandlund JT, Rubnitz JE, Bishop MW, Pappo AS, Jeha S, Pui CH, Relling MV. Palmar-plantar erythrodysesthesia syndrome following treatment with high-dose methotrexate or high-dose cytarabine. Cancer 2017; 123:3602-3608. [PMID: 28493546 DOI: 10.1002/cncr.30762] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 04/07/2017] [Accepted: 04/10/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND Palmar-plantar erythrodysesthesia syndrome (PPES) is an uncommon side effect of high-dose cytarabine or methotrexate. Prior case reports of PPES have been limited, and the predisposing factors for the development of PPES remain unknown. METHODS A review of databases identified 22 patients (1.3%) who developed 39 episodes of PPES among 1720 patients after treatment with high-dose cytarabine or methotrexate. RESULTS Symptoms lasted a mean of 6.4 days. Hands and feet were both involved in 68% of the initial episodes. Parenteral opioids were required for pain control by 27% of the patients. In comparison with the 1698 children treated with similar therapy, the children who developed PPES were older (mean age at diagnosis, 14.3 vs 7.7 years; P = 7.5 × 10-7 ). The frequency of PPES was less common in patients receiving methotrexate alone (7 of 946 or 0.7%) versus cytarabine (7 of 205 or 3.4%; P = .005) but was not different for those receiving both high-dose methotrexate and cytarabine (8 of 569 or 1.4%; P = .32). Prolonged infusions of methotrexate were associated with less frequent PPES in comparison with rapid infusions (P = 1.5 × 10-5 ), as was the co-administration of dexamethasone with cytarabine (P = 2.5 × 10-6 ). Self-described race and sex were not associated with PPES. In a multivariate analysis, older age and high-dose cytarabine administration without dexamethasone remained associated with PPES (P = 1.1 × 10-4 and P = .038, respectively). A genome-wide association study did not identify any associations with PPES meeting the genome-wide significance threshold, but top variants were enriched for skin expression quantitative trait loci, including rs11764092 in AUTS2 (P = 6.45 × 10-5 ). CONCLUSIONS These data provide new insight into the incidence of PPES as well as its risk factors. Cancer 2017;123:3602-8. © 2017 American Cancer Society.
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Affiliation(s)
- Seth E Karol
- Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, Tennessee.,Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Wenjian Yang
- Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Colton Smith
- Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Cheng Cheng
- Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Clinton F Stewart
- Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Sharyn D Baker
- Pharmaceutics and Pharmaceutical Chemistry, Ohio State University, Columbus, Ohio
| | - John T Sandlund
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | | | - Michael W Bishop
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Alberto S Pappo
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Sima Jeha
- Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ching-Hon Pui
- Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, Tennessee.,Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Mary V Relling
- Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
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8
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Genetic Variants Contributing to Colistin Cytotoxicity: Identification of TGIF1 and HOXD10 Using a Population Genomics Approach. Int J Mol Sci 2017; 18:ijms18030661. [PMID: 28335481 PMCID: PMC5372673 DOI: 10.3390/ijms18030661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 03/15/2017] [Accepted: 03/16/2017] [Indexed: 12/27/2022] Open
Abstract
Colistin sulfate (polymixin E) is an antibiotic prescribed with increasing frequency for severe Gram-negative bacterial infections. As nephrotoxicity is a common side effect, the discovery of pharmacogenomic markers associated with toxicity would benefit the utility of this drug. Our objective was to identify genetic markers of colistin cytotoxicity that were also associated with expression of key proteins using an unbiased, whole genome approach and further evaluate the functional significance in renal cell lines. To this end, we employed International HapMap lymphoblastoid cell lines (LCLs) of Yoruban ancestry with known genetic information to perform a genome-wide association study (GWAS) with cellular sensitivity to colistin. Further association studies revealed that single nucleotide polymorphisms (SNPs) associated with gene expression and protein expression were significantly enriched in SNPs associated with cytotoxicity (p ≤ 0.001 for gene and p = 0.015 for protein expression). The most highly associated SNP, chr18:3417240 (p = 6.49 × 10−8), was nominally a cis-expression quantitative trait locus (eQTL) of the gene TGIF1 (transforming growth factor β (TGFβ)-induced factor-1; p = 0.021) and was associated with expression of the protein HOXD10 (homeobox protein D10; p = 7.17 × 10−5). To demonstrate functional relevance in a murine colistin nephrotoxicity model, HOXD10 immunohistochemistry revealed upregulated protein expression independent of mRNA expression in response to colistin administration. Knockdown of TGIF1 resulted in decreased protein expression of HOXD10 and increased resistance to colistin cytotoxicity. Furthermore, knockdown of HOXD10 in renal cells also resulted in increased resistance to colistin cytotoxicity, supporting the physiological relevance of the initial genomic associations.
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Abstract
Adverse drug reactions (ADRs) are a major public health concern and cause significant patient morbidity and mortality. Pharmacogenomics is the study of how genetic polymorphisms affect an individual's response to pharmacotherapy at the level of a whole genome. This article updates our knowledge on how genetic polymorphisms of important genes alter the risk of ADR occurrence after an extensive literature search. To date, at least 244 pharmacogenes identified have been associated with ADRs of 176 clinically used drugs based on PharmGKB. At least 28 genes associated with the risk of ADRs have been listed by the Food and Drug Administration as pharmacogenomic biomarkers. With the availability of affordable and reliable testing tools, pharmacogenomics looks promising to predict, reduce, and minimize ADRs in selected populations.
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10
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Komatsu M, Wheeler HE, Chung S, Low SK, Wing C, Delaney SM, Gorsic LK, Takahashi A, Kubo M, Kroetz DL, Zhang W, Nakamura Y, Dolan ME. Pharmacoethnicity in Paclitaxel-Induced Sensory Peripheral Neuropathy. Clin Cancer Res 2015; 21:4337-46. [PMID: 26015512 DOI: 10.1158/1078-0432.ccr-15-0133] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 05/20/2015] [Indexed: 12/22/2022]
Abstract
PURPOSE Paclitaxel is used worldwide in the treatment of breast, lung, ovarian, and other cancers. Sensory peripheral neuropathy is an associated adverse effect that cannot be predicted, prevented, or mitigated. To better understand the contribution of germline genetic variation to paclitaxel-induced peripheral neuropathy, we undertook an integrative approach that combines genome-wide association study (GWAS) data generated from HapMap lymphoblastoid cell lines (LCL) and Asian patients. METHODS GWAS was performed with paclitaxel-induced cytotoxicity generated in 363 LCLs and with paclitaxel-induced neuropathy from 145 Asian patients. A gene-based approach was used to identify overlapping genes and compare with a European clinical cohort of paclitaxel-induced neuropathy. Neurons derived from human-induced pluripotent stem cells were used for functional validation of candidate genes. RESULTS SNPs near AIPL1 were significantly associated with paclitaxel-induced cytotoxicity in Asian LCLs (P < 10(-6)). Decreased expression of AIPL1 resulted in decreased sensitivity of neurons to paclitaxel by inducing neurite morphologic changes as measured by increased relative total outgrowth, number of processes and mean process length. Using a gene-based analysis, there were 32 genes that overlapped between Asian LCL cytotoxicity and Asian patient neuropathy (P < 0.05), including BCR. Upon BCR knockdown, there was an increase in neuronal sensitivity to paclitaxel as measured by neurite morphologic characteristics. CONCLUSIONS We identified genetic variants associated with Asian paclitaxel-induced cytotoxicity and functionally validated the AIPL1 and BCR in a neuronal cell model. Furthermore, the integrative pharmacogenomics approach of LCL/patient GWAS may help prioritize target genes associated with chemotherapeutic-induced peripheral neuropathy.
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Affiliation(s)
- Masaaki Komatsu
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Heather E Wheeler
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Suyoun Chung
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois. Division of Cancer Development System, National Cancer Center Research Institute, Tokyo, Japan
| | - Siew-Kee Low
- Laboratory for Statistical Analysis, Core for Genomic Medicine, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Claudia Wing
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Shannon M Delaney
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Lidija K Gorsic
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois
| | - Atsushi Takahashi
- Laboratory for Statistical Analysis, Core for Genomic Medicine, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Michiaki Kubo
- Laboratory for Genotyping Development, Core for Genomic Medicine, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Deanna L Kroetz
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy and Medicine, University of California, San Francisco, San Francisco, California
| | - Wei Zhang
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Yusuke Nakamura
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois. Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - M Eileen Dolan
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, Illinois.
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Li Z, Jiang N, Xu Y. The concurrence of subacute cutaneous lupus erythematosus and hand-foot syndrome in a patient undergoing capecitabine chemotherapy. Australas J Dermatol 2014; 57:e14-6. [PMID: 25495707 DOI: 10.1111/ajd.12224] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 06/09/2014] [Indexed: 12/27/2022]
Affiliation(s)
- Zhiming Li
- Department of Dermatology and Venereology; First Affiliated Hospital of Wenzhou Medical University; Wenzhou Zhejiang China
| | - Nanyan Jiang
- Department of Dermatology and Venereology; First Affiliated Hospital of Wenzhou Medical University; Wenzhou Zhejiang China
| | - Yunsheng Xu
- Department of Dermatology and Venereology; First Affiliated Hospital of Wenzhou Medical University; Wenzhou Zhejiang China
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