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Zahnreich S, Bhatti A, Ahmad B, Drabke S, Kaufmann J, Schmidberger H. Effects of Cisplatin on the Radiation Response and DNA Damage Markers in Peripheral Blood Lymphocytes Ex Vivo. Cells 2025; 14:682. [PMID: 40422185 DOI: 10.3390/cells14100682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Revised: 04/30/2025] [Accepted: 05/07/2025] [Indexed: 05/28/2025] Open
Abstract
Platinum-based radiochemotherapy is associated with hematologic side effects, impacting patient outcomes. However, the clinical mechanisms of cisplatin and its interaction with ionizing radiation (IR), including in biodosimetry for radiotherapy, have not yet been fully clarified. For this purpose, healthy donors' peripheral blood lymphocytes (PBLs) were pretreated with cisplatin in a pulse (1-4 h) or continuous (24 h) regimen followed by X-rays. DNA damage was assessed as DNA double-strand breaks using repair foci of γH2AX and 53BP1 after 0.5 h and 24 h in G1 PBLs and a proliferation-based cytokinesis-block micronucleus assay. Additionally, cell death and proliferation activity were measured. Unlike a 1 h pulse, a 24 h cisplatin pretreatment caused a concentration-dependent increase in cisplatin-induced foci while decreasing IR-induced foci, especially 24 h after irradiation. This was accompanied by increased apoptosis, with cisplatin and IR having additive effects. Both genotoxins alone caused a dose-dependent increase in micronuclei, while cisplatin significantly reduced binuclear cells, especially after the 24 h treatment, leading to lower micronuclei frequencies post-irradiation. Our results show that prolonged cisplatin exposure, even at low concentrations, impacts the vitality and division activity of PBLs, with significantly stronger effects post-irradiation. This has major implications and must be considered for the detection of DNA damage-associated biomarkers in PBLs used in clinical prediction or biodosimetry during radiotherapy.
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Affiliation(s)
- Sebastian Zahnreich
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Aisha Bhatti
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Barea Ahmad
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Sophia Drabke
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Justus Kaufmann
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Heinz Schmidberger
- Department of Radiation Oncology and Radiation Therapy, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
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Fosså SD, Haugnes HS, Dahl AA, Kiserud CE, Fosså A, Skalleberg J, Myklebust TÅ. Adverse health outcomes and global quality of life in long-term testicular cancer survivors: a longitudinal 30-year perspective. Ann Oncol 2023; 34:1165-1174. [PMID: 37739265 DOI: 10.1016/j.annonc.2023.09.3101] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 09/01/2023] [Accepted: 09/05/2023] [Indexed: 09/24/2023] Open
Abstract
BACKGROUND The aim of this study was to characterize the prevalence of self-reported adverse health outcomes (AHOs), track changes in AHOs, and examine their impact on health-related quality of life (HrQoL) in testicular cancer survivors (TCSs) who were diagnosed between 1980 and 1994. These assessments were conducted during two survey waves (SWs), with the first occurring ∼12 years after surgery-only or platinum-based chemotherapy (PBCT), and the second ∼28 years after initial treatment. The study primarily focused on 'typical AHOs', which included Peripheral Sensory Neuropathy (PSN), Raynaud's phenomenon, Tinnitus, and Hearing loss. PATIENTS AND METHODS A total of 427 TCSs were included in the evaluation, distributed as follows: surgery-only group (n = 155), PBCT-standard group with ≤850 mg cisplatin (n = 222), and PBCT-high group with >850 mg cisplatin (n = 50). For comparison of HrQoL, men from the general population served as a control group (referred to as 'Norms'). The statistical significance level was set at P < 0.05, and clinical importance, in terms of testing HrQoL differences, was defined as Δ ≥2.5 points. RESULTS A higher number of TCSs who underwent PBCT reported experiencing typical AHOs compared with those who had surgery only. The highest prevalence rates were observed among TCSs who had undergone PBCT-high. Further, the number of TCSs describing typical AHOs, except Raynaud's phenomenon, increased during the observation period of 16 years. At the last SW, a median of 4 AHOs (any type) were reported after PBCT-high compared with a median of 2 AHOs after Surgery-only or after PBCT-standard. With Surgery-only as reference, PBCT-high, but not PBCT-standard, was associated with decreasing physical HrQoL in the last SW (A2 Regression coefficient: -4.3; P = 0.008). When comparing all TCSs with Norms no clinically important difference in physical and mental HrQoL was observed at either SW. However, at the last SW, TCSs after PBCT-high therapy represented a subgroup of TCSs with clinically important impairment of HRQoL. Of the typical AHOs, only PSN reduced HrQoL. Chronic fatigue, pain, anxiety/depression, sexual dysfunction, unemployment, being single, and low education were additional covariates. CONCLUSIONS After a median of 28 years since their treatment, HrQoL in TCSs was found to be comparable to that of Norms. This similarity held true even though AHOs, especially after PBCT-high, were becoming more prevalent among TCSs. The study revealed that individuals with a history of PBCT-high are at a high risk of experiencing a significantly increased prevalence of long-term AHOs, which subsequently leads to diminished HrQoL. It is crucial to recognize and provide specialized attention to these TCSs during lifelong follow-up care.
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Affiliation(s)
- S D Fosså
- Department of Oncology, Oslo University Hospital, Oslo; Institute of Clinical Medicine, University of Oslo, Oslo.
| | - H S Haugnes
- Department of Oncology, University Hospital of North Norway, Tromsø; Department of Clinical Medicine, UiT, The Arctic University, Tromsø
| | - A A Dahl
- Department of Oncology, Oslo University Hospital, Oslo
| | - C E Kiserud
- Department of Oncology, Oslo University Hospital, Oslo
| | - A Fosså
- Department of Oncology, Oslo University Hospital, Oslo
| | - J Skalleberg
- Department of Otolaryngology, Head and Neck Surgery, Oslo University Hospital, Oslo
| | - T Å Myklebust
- Department of Research and Innovation, Møre and Romsdal Hospital Trust, Ålesund; Department of Registration, Cancer Registry of Norway, Oslo, Norway
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Lubberts S, Groot HJ, de Wit R, Mulder S, Witjes JA, Kerst JM, Groenewegen G, Lefrandt JD, van Leeuwen FE, Nuver J, Schaapveld M, Gietema JA. Cardiovascular Disease in Testicular Cancer Survivors: Identification of Risk Factors and Impact on Quality of Life. J Clin Oncol 2023; 41:3512-3522. [PMID: 37071834 PMCID: PMC10306438 DOI: 10.1200/jco.22.01016] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 01/02/2023] [Accepted: 02/21/2023] [Indexed: 04/20/2023] Open
Abstract
PURPOSE Testicular cancer (TC) treatment is clearly associated with cardiovascular morbidity and mortality. To enable development of preventive strategies for cardiovascular disease (CVD), we assessed cardiometabolic risk factors and quality of life (QoL) in TC survivors. METHODS Incidence of coronary artery disease, myocardial infarction, and heart failure after TC treatment was assessed in a multicenter cohort comprising 4,748 patients treated at the age of 12-50 years between 1976 and 2007. Patients who had developed CVD and a random sample from the cohort (subcohort) received a questionnaire on cardiometabolic risk factors and QoL. A subgroup of responders in the subcohort additionally underwent clinical evaluation of cardiovascular risk factors. RESULTS After a median follow-up of 16 years, 272 patients had developed CVD. Compared with orchidectomy only, cisplatin combination chemotherapy was associated with an increased CVD risk (hazard ratio [HR], 1.9; 95% CI, 1.1 to 3.1). Patients who were obese or a smoker at diagnosis (HR, 4.6; 95% CI, 2.0 to 10.0 and HR, 1.7; 95% CI, 1.1 to 2.4, respectively), developed Raynaud's phenomenon (HR, 1.9; 95% CI, 1.1 to 3.6) or dyslipidemia (HR, 2.8; 95% CI, 1.6 to 4.7) or had a positive family history for CVD (HR, 2.9; 95% CI, 1.7 to 4.9) had higher CVD risk. More TC survivors with CVD reported inferior QoL on physical domains than survivors who did not develop CVD. Of 304 TC survivors who underwent clinical evaluation for cardiovascular risk factors (median age at assessment: 51 years), 86% had dyslipidemia, 50% had hypertension, and 35% had metabolic syndrome, irrespective of treatment. CONCLUSION Cardiovascular events in TC survivors impair QoL. Many TC survivors have undetected cardiovascular risk factors. We advocate early lifestyle adjustments and lifelong follow-up with low-threshold treatment of cardiovascular risk factors, especially in obese and smoking patients treated with platinum-based chemotherapy.
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Affiliation(s)
- Sjoukje Lubberts
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Harmke J. Groot
- Department of Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ronald de Wit
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Sasja Mulder
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johannes A. Witjes
- Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - J. Martijn Kerst
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Gerard Groenewegen
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Joop D. Lefrandt
- Department of Vascular Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Flora E. van Leeuwen
- Department of Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Janine Nuver
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Michael Schaapveld
- Department of Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Jourik A. Gietema
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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Abstract
It has been estimated that nearly 80% of anticancer drug-treated patients receive potentially nephrotoxic drugs, while the kidneys play a central role in the excretion of anticancer drugs. Nephrotoxicity has long been a serious complication that hampers the effectiveness of cancer treatment and continues to influence both mortality and length of hospitalization among cancer patients exposed to either conventional cytotoxic agents or targeted therapies. Kidney injury arising from anticancer drugs tends to be associated with preexisting comorbidities, advanced cancer stage, and the use of concomitant non-chemotherapeutic nephrotoxic drugs. Despite the prevalence and impact of kidney injury on therapeutic outcomes, the field is sorely lacking in an understanding of the mechanisms driving cancer drug-induced renal pathophysiology, resulting in quite limited and largely ineffective management of anticancer drug-induced nephrotoxicity. Consequently, there is a clear imperative for understanding the basis for nephrotoxic manifestations of anticancer agents for the successful management of kidney injury by these drugs. This article provides an overview of current preclinical research on the nephrotoxicity of cancer treatments and highlights prospective approaches to mitigate cancer therapy-related renal toxicity.
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Affiliation(s)
- Chaoling Chen
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Dengpiao Xie
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - David A Gewirtz
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Ningjun Li
- Department of Pharmacology and Toxicology, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.
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Hertz DL, McShane LM, Hayes DF. Defining Clinical Utility of Germline Indicators of Toxicity Risk: A Perspective. J Clin Oncol 2022; 40:1721-1731. [PMID: 35324346 PMCID: PMC9148690 DOI: 10.1200/jco.21.02209] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Affiliation(s)
- Daniel L Hertz
- Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI
| | - Lisa M McShane
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD
| | - Daniel F Hayes
- Stuart B. Padnos Professor of Breast Cancer Research, University of Michigan Rogel Cancer Center, Ann Arbor, MI
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Zazuli Z, de Jong C, Xu W, Vijverberg SJH, Masereeuw R, Patel D, Mirshams M, Khan K, Cheng D, Ordonez-Perez B, Huang S, Spreafico A, Hansen AR, Goldstein DP, de Almeida JR, Bratman SV, Hope A, Knox JJ, Wong RKS, Darling GE, Kitchlu A, van Haarlem SWA, van der Meer F, van Lindert ASR, ten Heuvel A, Brouwer J, Ross CJD, Carleton BC, Egberts TCG, Herder GJM, Deneer VHM, Maitland-van der Zee AH, Liu G. Association between Genetic Variants and Cisplatin-Induced Nephrotoxicity: A Genome-Wide Approach and Validation Study. J Pers Med 2021; 11:jpm11111233. [PMID: 34834585 PMCID: PMC8623115 DOI: 10.3390/jpm11111233] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 11/17/2021] [Accepted: 11/18/2021] [Indexed: 12/16/2022] Open
Abstract
This study aims to evaluate genetic risk factors for cisplatin-induced nephrotoxicity by investigating not previously studied genetic risk variants and further examining previously reported genetic associations. A genome-wide study (GWAS) was conducted in genetically estimated Europeans in a discovery cohort of cisplatin-treated adults from Toronto, Canada, followed by a candidate gene approach in a validation cohort from the Netherlands. In addition, previously reported genetic associations were further examined in both the discovery and validation cohorts. The outcome, nephrotoxicity, was assessed in two ways: (i) decreased estimated glomerular filtration rate (eGFR), calculated using the Chronic Kidney Disease Epidemiology Collaboration formula (CKD-EPI) and (ii) increased serum creatinine according to the Common Terminology Criteria for Adverse Events v4.03 for acute kidney injury (AKI-CTCAE). Four different Illumina arrays were used for genotyping. Standard quality control was applied for pre- and post-genotype imputation data. In the discovery cohort (n = 608), five single-nucleotide polymorphisms (SNPs) reached genome-wide significance. The A allele in rs4388268 (minor allele frequency = 0.23), an intronic variant of the BACH2 gene, was consistently associated with increased risk of cisplatin-induced nephrotoxicity in both definitions, meeting genome-wide significance (β = −8.4, 95% CI −11.4–−5.4, p = 3.9 × 10−8) for decreased eGFR and reaching suggestive association (OR = 3.9, 95% CI 2.3–6.7, p = 7.4 × 10−7) by AKI-CTCAE. In the validation cohort of 149 patients, this variant was identified with the same direction of effect (eGFR: β = −1.5, 95% CI −5.3–2.4, AKI-CTCAE: OR = 1.7, 95% CI 0.8–3.5). Findings of our previously published candidate gene study could not be confirmed after correction for multiple testing. Genetic predisposition of BACH2 (rs4388268) might be important in the development of cisplatin-induced nephrotoxicity, indicating opportunities for mechanistic understanding, tailored therapy and preventive strategies.
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Affiliation(s)
- Zulfan Zazuli
- Department of Respiratory Medicine, Academic Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands or (Z.Z.); (S.J.H.V.)
- Department of Pharmacology-Clinical Pharmacy, School of Pharmacy, Bandung Institute of Technology, Bandung 40132, Indonesia
| | - Corine de Jong
- Department of Clinical Pharmacy, St. Antonius Hospital, 3430 EM Nieuwegein, The Netherlands;
- Department of Clinical Pharmacy, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, 3508 GA Utrecht, The Netherlands; (T.C.G.E.); (V.H.M.D.)
| | - Wei Xu
- Department of Biostatistics, Dalla Lana School of Public Health, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada;
| | - Susanne J. H. Vijverberg
- Department of Respiratory Medicine, Academic Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands or (Z.Z.); (S.J.H.V.)
| | - Rosalinde Masereeuw
- Division of Pharmacology, Utrecht Institute of Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands;
| | - Devalben Patel
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Maryam Mirshams
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Khaleeq Khan
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Dangxiao Cheng
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Bayardo Ordonez-Perez
- Department of Laboratory Medicine and Pathology, University Health Network, University of Toronto, Toronto, ON M5G 2C4, Canada;
| | - Shaohui Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (S.H.); (S.V.B.); (A.H.); (R.K.S.W.)
- Department of Otolaryngology–Head and Neck Surgery, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.G.); (J.R.d.A.)
| | - Anna Spreafico
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Aaron R. Hansen
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - David P. Goldstein
- Department of Otolaryngology–Head and Neck Surgery, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.G.); (J.R.d.A.)
| | - John R. de Almeida
- Department of Otolaryngology–Head and Neck Surgery, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.G.); (J.R.d.A.)
| | - Scott V. Bratman
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (S.H.); (S.V.B.); (A.H.); (R.K.S.W.)
| | - Andrew Hope
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (S.H.); (S.V.B.); (A.H.); (R.K.S.W.)
| | - Jennifer J. Knox
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
| | - Rebecca K. S. Wong
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (S.H.); (S.V.B.); (A.H.); (R.K.S.W.)
| | - Gail E. Darling
- Department of Thoracic Surgery, University Health Network, University of Toronto, Toronto, ON M5G 2C4, Canada;
| | - Abhijat Kitchlu
- Department of Medicine, Nephrology, University Health Network, University of Toronto, Toronto, ON M5G 2M9, Canada;
| | | | - Femke van der Meer
- Department of Pulmonology, Diakonessenhuis, 3582 KE Utrecht, The Netherlands;
| | - Anne S. R. van Lindert
- Department of Pulmonology, University Medical Center Utrecht, 3508 GA Utrecht, The Netherlands;
| | - Alexandra ten Heuvel
- Department of Pulmonology, Groene Hart Hospital, 2803 HH Gouda, The Netherlands;
| | - Jan Brouwer
- Department of Pulmonology, Rivierenland Hospital, 4002 WP Tiel, The Netherlands;
| | - Colin J. D. Ross
- British Columbia Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada; (C.J.D.R.); (B.C.C.)
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Bruce C. Carleton
- British Columbia Children’s Hospital Research Institute, University of British Columbia, Vancouver, BC V5Z 4H4, Canada; (C.J.D.R.); (B.C.C.)
- Division of Translational Therapeutics, Department of Pediatrics, University of British Columbia, Vancouver, BC V1Y 1T3, Canada
- Pharmaceutical Outcomes Program, British Columbia Children’s Hospital, Vancouver, BC V5Z 4H4, Canada
| | - Toine C. G. Egberts
- Department of Clinical Pharmacy, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, 3508 GA Utrecht, The Netherlands; (T.C.G.E.); (V.H.M.D.)
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Gerarda J. M. Herder
- Meander Medical Center, Department of Pulmonology, 3813 TZ Amersfoort, The Netherlands;
| | - Vera H. M. Deneer
- Department of Clinical Pharmacy, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, 3508 GA Utrecht, The Netherlands; (T.C.G.E.); (V.H.M.D.)
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands
| | - Anke H. Maitland-van der Zee
- Department of Respiratory Medicine, Academic Medical Centers, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands or (Z.Z.); (S.J.H.V.)
- Correspondence: (A.H.M.-v.d.Z.); (G.L.); Tel.: +31-(0)20-566-8137 (A.H.M.-v.d.Z.); +416-946-4501 (ext. 3428) (G.L.)
| | - Geoffrey Liu
- Division of Medical Oncology and Hematology, Department of Medicine, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; (D.P.); (M.M.); (K.K.); (D.C.); (A.S.); (A.R.H.); (J.J.K.)
- Departments of Medical Biophysics, Pharmacology and Toxicology, and Epidemiology, Dalla Lana School of Public Health and University of Toronto, Toronto, ON M5T 3M7, Canada
- Correspondence: (A.H.M.-v.d.Z.); (G.L.); Tel.: +31-(0)20-566-8137 (A.H.M.-v.d.Z.); +416-946-4501 (ext. 3428) (G.L.)
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Clasen SC, Dinh PC, Hou L, Fung C, Sesso HD, Travis LB. Cisplatin, environmental metals, and cardiovascular disease: an urgent need to understand underlying mechanisms. CARDIO-ONCOLOGY 2021; 7:34. [PMID: 34629110 PMCID: PMC8504106 DOI: 10.1186/s40959-021-00120-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 08/30/2021] [Indexed: 12/28/2022]
Abstract
Significantly increased risks of cardiovascular disease occur in testicular cancer survivors given cisplatin-based chemotherapy. The postulated mechanism of platinum-based chemotherapy’s vascular toxicity has been thought secondary to its different early- and late- effects on vascular injury, endothelial dysfunction, and induction of a hypercoagulable state. We highlight for the first time the similarities between platinum-associated vascular adverse events and the vascular toxicity associated with other xenobiotic-metal contaminants. The vascular toxicity seen in large epidemiologic studies of testicular cancer survivors may in part be similar and mechanistically linked to the risk seen in environmental heavy metal contaminants linked to cardiovascular disease. Future research should be directed to better understand the magnitude of the adverse cardiovascular effects of platinum and to elucidate the underlying mechanisms of action.
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Affiliation(s)
- Suparna C Clasen
- Krannert Institute of Cardiology, Department of Medicine, Indiana University School of Medicine, Indiana University, 1800 N. Capitol Ave, E308, Indianapolis, IN, 46202, USA.
| | - Paul C Dinh
- Division of Hematology-Oncology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Lifang Hou
- Center for Global Oncology Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Chunkit Fung
- Division of Hematology and Oncology, Department of Medicine, University of Rochester School of Medicine and Dentistry, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Howard D Sesso
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Lois B Travis
- Division of Hematology-Oncology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.,Department of Epidemiology, Fairbanks School of Public Health, Indianapolis, IN, USA
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Chovanec M, Lauritsen J, Bandak M, Oing C, Kier GG, Kreiberg M, Rosenvilde J, Wagner T, Bokemeyer C, Daugaard G. Late adverse effects and quality of life in survivors of testicular germ cell tumour. Nat Rev Urol 2021; 18:227-245. [PMID: 33686290 DOI: 10.1038/s41585-021-00440-w] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2021] [Indexed: 02/06/2023]
Abstract
Currently, ~95% of patients with testicular germ cell tumour (TGCT) are cured, resulting in an increasing number of TGCT survivors. Although cured, these men face potential late adverse effects and reduced quality of life. Survivors face a twofold increased risk of second malignant neoplasms after chemotherapy and radiotherapy, with evidence of dose-dependent associations. For survivors managed with surveillance or treated with radiotherapy, the risk of cardiovascular disease (CVD) is comparable to the risk in the general population, whereas treatment with chemotherapy increases the risk of life-threatening CVD, especially during treatment and after 10 years of follow-up. Other adverse effects are organ-related toxicities such as neuropathy and ototoxicity. Pulmonary and renal impairment in patients with TGCT treated with chemotherapy is limited. Survivors of TGCT might experience psychosocial distress including anxiety disorders, fear of cancer recurrence and TGCT-specific issues, such as sexual dysfunction. Late adverse effects can be avoided in most patients with stage I disease if followed on a surveillance programme. However, patients with disseminated disease can experience toxicities associated with radiotherapy and chemotherapy, and/or adverse effects related to surgery for residual disease. The severity of adverse effects increases with dose of both chemotherapy and radiotherapy. This Review discusses the most recent data concerning the late adverse effects of today's standard treatments for TGCT.
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Affiliation(s)
- Michal Chovanec
- 2nd Department of Oncology, Comenius University, National Cancer Institute, Bratislava, Slovakia
| | - Jakob Lauritsen
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Mikkel Bandak
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Christoph Oing
- Department of Oncology, Hematology and Bone Marrow Transplantation with Division of Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gry Gundgaard Kier
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Michael Kreiberg
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Josephine Rosenvilde
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Thomas Wagner
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Carsten Bokemeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation with Division of Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gedske Daugaard
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
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9
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Mitchell L, Shen C, Timmins HC, Park SB, New EJ. A Versatile Fluorescent Sensor Array for Platinum Anticancer Drug Detection in Biological Fluids. ACS Sens 2021; 6:1261-1269. [PMID: 33595280 DOI: 10.1021/acssensors.0c02553] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Platinum complexes remain frontline anticancer therapies, even after 50 years of usage in clinical applications. However, there is still a lack of methodology to robustly detect and quantify these complexes in biological fluids. We report here a fluorescent sensor array comprising six sensors that demonstrates progress toward the detection of platinum levels in chemotherapy patients. Linear discriminant analysis was performed to examine each multidimensional data set, and the array was able to discriminate platinum from other biologically relevant metals and heavy metals and separately able to differentiate and identify platinum complexes with different coordination environments with 100% accuracy. Finally, the array showed sensitivity to various cisplatin and oxaliplatin concentrations in human plasma and was able to discriminate between a cohort of 27 cancer patients at different stages of platinum treatment. We envisage that our array system could lead to a better understanding of blood platinum concentrations of chemotherapy patients and could inform the modification of dosage regimes to minimize dose-limiting side effects.
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Affiliation(s)
- Linda Mitchell
- School of Chemistry, The University of Sydney, Sydney, NSW 2006, Australia
| | - Clara Shen
- School of Chemistry, The University of Sydney, Sydney, NSW 2006, Australia
| | - Hannah C. Timmins
- Brain & Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia
| | - Susanna B. Park
- Brain & Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia
| | - Elizabeth J. New
- School of Chemistry, The University of Sydney, Sydney, NSW 2006, Australia
- The University of Sydney Nano Institute (Sydney Nano), The University of Sydney, Sydney, NSW 2006, Australia
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, The University of Sydney, Sydney, NSW 2006, Australia
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10
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Mulford AJ, Wing C, Dolan ME, Wheeler HE. Genetically regulated expression underlies cellular sensitivity to chemotherapy in diverse populations. Hum Mol Genet 2021; 30:305-317. [PMID: 33575800 DOI: 10.1093/hmg/ddab029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 01/12/2021] [Accepted: 01/19/2021] [Indexed: 11/14/2022] Open
Abstract
Most cancer chemotherapeutic agents are ineffective in a subset of patients; thus, it is important to consider the role of genetic variation in drug response. Lymphoblastoid cell lines (LCLs) in 1000 Genomes Project populations of diverse ancestries are a useful model for determining how genetic factors impact the variation in cytotoxicity. In our study, LCLs from three 1000 Genomes Project populations of diverse ancestries were previously treated with increasing concentrations of eight chemotherapeutic drugs, and cell growth inhibition was measured at each dose with half-maximal inhibitory concentration (IC50) or area under the dose-response curve (AUC) as our phenotype for each drug. We conducted both genome-wide association studies (GWAS) and transcriptome-wide association studies (TWAS) within and across ancestral populations. We identified four unique loci in GWAS and three genes in TWAS to be significantly associated with the chemotherapy-induced cytotoxicity within and across ancestral populations. In the etoposide TWAS, increased STARD5 predicted expression associated with decreased etoposide IC50 (P = 8.5 × 10-8). Functional studies in A549, a lung cancer cell line, revealed that knockdown of STARD5 expression resulted in the decreased sensitivity to etoposide following exposure for 72 (P = 0.033) and 96 h (P = 0.0001). By identifying loci and genes associated with cytotoxicity across ancestral populations, we strive to understand the genetic factors impacting the effectiveness of chemotherapy drugs and to contribute to the development of future cancer treatment.
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Affiliation(s)
- Ashley J Mulford
- Department of Biology, Loyola University Chicago, Chicago, IL 60660, USA.,Program in Bioinformatics, Loyola University Chicago, Chicago, IL 60660, USA
| | - Claudia Wing
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - M Eileen Dolan
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Heather E Wheeler
- Department of Biology, Loyola University Chicago, Chicago, IL 60660, USA.,Program in Bioinformatics, Loyola University Chicago, Chicago, IL 60660, USA
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11
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Trendowski MR, Wheeler HE, El-Charif O, Feldman DR, Hamilton RJ, Vaughn DJ, Fung C, Kollmannsberger C, Einhorn LH, Travis LB, Dolan ME. Clinical and Genome-Wide Analysis of Multiple Severe Cisplatin-Induced Neurotoxicities in Adult-Onset Cancer Survivors. Clin Cancer Res 2020; 26:6550-6558. [PMID: 32998964 DOI: 10.1158/1078-0432.ccr-20-2682] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/31/2020] [Accepted: 09/25/2020] [Indexed: 12/15/2022]
Abstract
PURPOSE Cisplatin is a first-line chemotherapeutic for many cancers, but causes neurotoxicity including hearing loss, tinnitus, and peripheral sensory neuropathy. However, no study has comprehensively characterized risk factors for developing multiple (>1) severe neurotoxicities. EXPERIMENTAL DESIGN The relationship between multiple severe neurotoxicities and age, cumulative cisplatin dose, medical history, and lifestyle/behavioral factors was evaluated in 300 cisplatin-treated testicular cancer survivors using logistic regression. Case-control genome-wide association study (GWAS; cases, n = 104 and controls, n = 196) was also performed. RESULTS Age at clinical examination (P = 6.4 × 10-16) and cumulative cisplatin dose (P = 5.4 × 10-4) were positively associated with multiple severe neurotoxicity risk, as were high serum platinum levels (P = 0.02), tobacco use (ever smoker, P = 0.001 and current smoker, P = 0.002), and hypertension (P = 0.01) after adjustment for age and cumulative cisplatin dose. Individuals with multiple severe neurotoxicities were more likely to experience dizziness/vertigo (P = 0.01), Raynaud phenomenon (P = 3.7 × 10-9), and symptoms consistent with peripheral motor neuropathy (P = 4.3 × 10-14) after age and dose adjustment. These patients also reported poorer overall health (P = 2.7 × 10-5) and a greater use of psychotropic medications (P = 0.06). GWAS identified no genome-wide significant SNPs. Gene-based association analysis identified RGS17 (P = 3.9 × 10-5) and FAM20C (P = 5.5 × 10-5) as near genome-wide significant. Decreased FAM20C expression was associated with increased cisplatin sensitivity in tumor cell lines. CONCLUSIONS Certain survivors are more susceptible to cisplatin-induced neurotoxicity, markedly increasing likelihood of developing numerous neuro-otological symptoms that affect quality of life. Genome-wide analysis identified genetic variation in FAM20C as a potentially important risk factor.
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Affiliation(s)
| | - Heather E Wheeler
- Department of Biology and Program in Bioinformatics, Loyola University Chicago, Chicago, Illinois
| | - Omar El-Charif
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Darren R Feldman
- Department of Medical Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Robert J Hamilton
- Department of Surgical Oncology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - David J Vaughn
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Chunkit Fung
- J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | | | - Lawrence H Einhorn
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Lois B Travis
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - M Eileen Dolan
- Department of Medicine, University of Chicago, Chicago, Illinois.
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12
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Zazuli Z, Duin NJCB, Jansen K, Vijverberg SJH, Maitland-van der Zee AH, Masereeuw R. The Impact of Genetic Polymorphisms in Organic Cation Transporters on Renal Drug Disposition. Int J Mol Sci 2020; 21:ijms21186627. [PMID: 32927790 PMCID: PMC7554776 DOI: 10.3390/ijms21186627] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 09/05/2020] [Accepted: 09/07/2020] [Indexed: 12/18/2022] Open
Abstract
A considerable number of drugs and/or their metabolites are excreted by the kidneys through glomerular filtration and active renal tubule secretion via transporter proteins. Uptake transporters in the proximal tubule are part of the solute carrier (SLC) superfamily, and include the organic cation transporters (OCTs). Several studies have shown that specific genetic polymorphisms in OCTs alter drug disposition and may lead to nephrotoxicity. Multiple single nucleotide polymorphisms (SNPs) have been reported for the OCT genes (SLC22A1, SLC22A2 and SLC22A3), which can influence the proteins’ structure and expression levels and affect their transport function. A gain-in-function mutation may lead to accumulation of drugs in renal proximal tubule cells, eventually leading to nephrotoxicity. This review illustrates the impact of genetic polymorphisms in OCTs on renal drug disposition and kidney injury, the clinical significances and how to personalize therapies to minimize the risk of drug toxicity.
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Affiliation(s)
- Zulfan Zazuli
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (S.J.H.V.); (A.H.M.-v.d.Z.)
- Department of Pharmacology-Clinical Pharmacy, School of Pharmacy, Bandung Institute of Technology, Jawa Barat 40132, Indonesia
- Correspondence: (Z.Z.); (R.M.)
| | - Naut J. C. B. Duin
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands; (N.J.C.B.D.); (K.J.)
| | - Katja Jansen
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands; (N.J.C.B.D.); (K.J.)
| | - Susanne J. H. Vijverberg
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (S.J.H.V.); (A.H.M.-v.d.Z.)
| | - Anke H. Maitland-van der Zee
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (S.J.H.V.); (A.H.M.-v.d.Z.)
| | - Rosalinde Masereeuw
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, 3584 CG Utrecht, The Netherlands; (N.J.C.B.D.); (K.J.)
- Correspondence: (Z.Z.); (R.M.)
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13
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Nome RV, Cvancarova Småstuen M, Bjøro T, Kiserud CE, Fosså SD. Longitudinal kidney function outcome in aging testicular cancer survivors. Acta Oncol 2020; 59:467-474. [PMID: 32043400 DOI: 10.1080/0284186x.2020.1724328] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Purpose: Testicular cancer survivors (TCSs) have increased risk of reduced kidney function related to treatment burden, but longitudinal studies of renal outcome in aging TCSs have been lacking. This longitudinal study describes age- and treatment-related kidney function changes in TCSs compared to a comparison group from the general population.Patients and methods: Estimated glomerular filtration rate (eGFR) was determined in blood samples from Norwegian TCSs (diagnosed 1980-1994) and surveyed median 11, 19 and 26 years since diagnosis (Survey1 [N = 1273], 2 [N = 849] and 3 [N = 670]) defining four treatment groups; Surgery only, Radiotherapy (RT) only, Cisplatin-based chemotherapy (CBCT) ≤850 mg and High CBCT/RT >850 mg cisplatin or any combination of CBCT with RT. A comparison group was constructed from similarly aged men who participated in a population-based health survey. By multiple linear regressions and generalized mixed models for repeated measurements, we studied difference in eGFR between TCSs and the comparison group for all TCSs combined and stratified by treatment modality.Results: At Survey 1, the kidney function for the youngest TCSs combined versus the comparison group was significantly reduced by mean six units (mL/min/1.73 m2) with further decline to mean 12 units at Survey 3. The kidney function was significantly reduced in all treatment groups with the largest differences emerging for TCSs from the High CBCT/RT Group, thus indicating a deteriorating impact of high cumulative doses of cisplatin.Conclusion: Collated to the comparison group, the kidney function in TCSs became increasingly impaired during nearly three post-treatment decades, related to the treatment modality. Early detection and intervention of kidney dysfunction is important to reduce the risk of TCSs' long-term morbidity and mortality related to nephrotoxicity, such as cardio-vascular diseases.
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Affiliation(s)
- Ragnhild V. Nome
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Milada Cvancarova Småstuen
- Faculty of Health Sciences, Department of Nursing and Health Promotion, Oslo Metropolitan University, Oslo, Norway
| | - Trine Bjøro
- Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | | | - Sophie D. Fosså
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Oncology, Oslo University Hospital, Oslo, Norway
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14
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Mao CX, Li M, Zhang W, Zhou HH, Yin JY, Liu ZQ. Pharmacogenomics for the efficacy of platinum-based chemotherapy: Old drugs, new integrated perspective. Biomed Pharmacother 2020; 126:110057. [PMID: 32145590 DOI: 10.1016/j.biopha.2020.110057] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 02/16/2020] [Accepted: 02/25/2020] [Indexed: 01/16/2023] Open
Abstract
Platinum-based chemotherapy remains the cornerstone of treatment for many malignancies. However, although therapeutic efficiency varies greatly among individuals, there is a lack of pharmacogenomic biomarkers that can be used in clinical settings to identify chemosensitive patients and allow stratification. With the development of high-throughput screening techniques and systems biology approaches, a growing body of evidence has shown that platinum resistance is a multifactorial, multi-dimensional, dynamic process incorporating genetic background, tumor evolution and gut microbes. This review critically summarizes potential pharmacogenomic biomarkers for predicting the efficacy of platinum drugs and provides a comprehensive, time-varying perspective that integrates multiple markers.
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Affiliation(s)
- Chen-Xue Mao
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha 410008, PR China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha 410078, PR China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, Changsha 410078, PR China
| | - Min Li
- Department of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha 410008, PR China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, PR China
| | - Wei Zhang
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha 410008, PR China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha 410078, PR China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, Changsha 410078, PR China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, PR China
| | - Hong-Hao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha 410008, PR China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha 410078, PR China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, Changsha 410078, PR China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, PR China
| | - Ji-Ye Yin
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha 410008, PR China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha 410078, PR China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, Changsha 410078, PR China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, PR China.
| | - Zhao-Qian Liu
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha 410008, PR China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha 410078, PR China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, Changsha 410078, PR China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, PR China.
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