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Kerns SL, Fung C, Fossa SD, Dinh PC, Monahan P, Sesso HD, Frisina RD, Feldman DR, Hamilton RJ, Vaughn D, Martin N, Huddart R, Kollmannsberger C, Sahasrabudhe D, Ardeshir-Rouhani-Fard S, Einhorn L, Travis LB. Relationship of Cisplatin-Related Adverse Health Outcomes With Disability and Unemployment Among Testicular Cancer Survivors. JNCI Cancer Spectr 2020; 4:pkaa022. [PMID: 32704617 PMCID: PMC7368467 DOI: 10.1093/jncics/pkaa022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 03/06/2020] [Indexed: 11/30/2022] Open
Abstract
Background Few data exist on the relationship of cisplatin-related adverse health outcomes (AHOs) with disability, unemployment, and self-reported health (SRH) among testicular cancer survivors (TCS). Methods A total of 1815 TCS at least 1 year postchemotherapy underwent clinical examination and completed questionnaires. Treatment data were abstracted from medical records. A cumulative burden of morbidity score (CBMPt) encompassed the number and severity of platinum-related AHOs (peripheral sensory neuropathy [PSN], hearing loss, tinnitus, renal disease). Multivariable regression assessed the association of AHOs and CBMPt with employment status and SRH, adjusting for sociodemographic and clinical characteristics. Unemployment was compared with a male normative population of similar age, race, and ethnicity. Results Almost 1 in 10 TCS was out of work (2.4%, disability leave; 6.8%, unemployed) at a median age of 37 years (median follow-up = 4 years). PSN (odds ratio [OR] = 2.89, 95% confidence interval [CI] = 1.01 to 8.26, grade 3 vs 0, P = .048), renal dysfunction defined by estimated glomerular filtration rate (OR = 12.1, 95% CI = 2.06 to 70.8, grade 2 vs 0, P = .01), pain (OR = 10.6, 95% CI = 4.40 to 25.40, grade 2 or 3 vs 0, P < .001), and CBMPt (OR = 1.46, 95% CI = 1.03 to 2.08, P = .03) were associated with disability leave; pain strongly correlated with PSN (r2 = 0.40, P < .001). Statistically significantly higher percentages of TCS were unemployed vs population norms (age-adjusted OR = 2.67, 95% CI = 2.49 to 3.02, P < .001). PSN (OR = 2.44, 95% CI = 1.28 to 4.62, grade 3 vs 0, P = .006), patient-reported hearing loss (OR = 1.82, 95% CI = 1.04 to 3.17, grade 2 or 3 vs 0, P = .04), and pain (OR = 3.75, 95% CI = 2.06 to 6.81, grade 2 or 3 vs 0, P < .001) were associated with unemployment. Increasing severity of most cisplatin-related AHOs and pain were associated with statistically significantly worse SRH. Conclusions Our findings have important implications regarding treatment-associated productivity losses and socioeconomic costs in this young population. Survivorship care strategies should include inquiries about disability and unemployment status, with efforts made to assist affected TCS in returning to the workforce.
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Affiliation(s)
- Sarah L Kerns
- University of Rochester Medical Center, Rochester, NY, USA
| | - Chunkit Fung
- University of Rochester Medical Center, Rochester, NY, USA
| | | | | | | | | | | | | | | | - David Vaughn
- University of Pennsylvania, Philadelphia, PA, USA
| | - Neil Martin
- Dana-Farber Cancer Institute, Boston, MA, USA
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Trendowski MR, El-Charif O, Ratain MJ, Monahan P, Mu Z, Wheeler HE, Dinh PC, Feldman DR, Ardeshir-Rouhani-Fard S, Hamilton RJ, Vaughn DJ, Fung C, Kollmannsberger C, Mushiroda T, Kubo M, Hannigan R, Strathmann F, Einhorn LH, Fossa SD, Travis LB, Dolan ME. Clinical and Genome-Wide Analysis of Serum Platinum Levels after Cisplatin-Based Chemotherapy. Clin Cancer Res 2019; 25:5913-5924. [PMID: 31296530 PMCID: PMC6774840 DOI: 10.1158/1078-0432.ccr-19-0113] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 05/17/2019] [Accepted: 07/09/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Serum platinum is measurable for years after completion of cisplatin-based chemotherapy (CBC). We report the largest investigation of serum platinum levels to date of 1,010 testicular cancer survivors (TCS) assessed 1-35 years after CBC and evaluate genetic contributions to these levels. EXPERIMENTAL DESIGN Eligible TCS given 300 or 400 (±15) mg/m2 cisplatin underwent extensive audiometric testing, clinical examination, completed questionnaires, and had crude serum platinum levels measured. Associations between serum platinum and various risk factors and toxicities were assessed after fitting a biexponential model adjusted for follow-up time and cumulative cisplatin dose. A genome-wide association study (GWAS) was performed using the serum platinum residuals of the dose and time-adjusted model. RESULTS Serum platinum levels exceeded the reference range for approximately 31 years, with a strong inverse relationship with creatinine clearance at follow-up (age-adjusted P = 2.13 × 10-3). We observed a significant, positive association between residual platinum values and luteinizing hormone (age-adjusted P = 6.58 × 10-3). Patients with high residual platinum levels experienced greater Raynaud phenomenon than those with medium or low levels (age-adjusted ORhigh/low = 1.46; P = 0.04), as well as a higher likelihood of developing tinnitus (age-adjusted ORhigh/low = 1.68, P = 0.07). GWAS identified one single-nucleotide polymorphism (SNP) meeting genome-wide significance, rs1377817 (P = 4.6 × 10-8, a SNP intronic to MYH14). CONCLUSIONS This study indicates that residual platinum values are correlated with several cisplatin-related toxicities. One genetic variant is associated with these levels.
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Affiliation(s)
| | - Omar El-Charif
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Mark J Ratain
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Patrick Monahan
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Zepeng Mu
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Heather E Wheeler
- Departments of Biology and Computer Science, Loyola University Chicago, Chicago, Illinois
| | - Paul C Dinh
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - 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
| | | | | | - Michiaki Kubo
- RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | - Robyn Hannigan
- School for the Environment, University of Massachusetts Boston, Boston, Massachusetts
| | | | - Lawrence H Einhorn
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Sophie D Fossa
- Department of Oncology, Oslo University Hospital, Radiumhospital, Oslo, Norway
| | - 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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Zaid MA, Gathirua-Mwangi WG, Fung C, Monahan PO, El-Charif O, Williams AM, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Cook R, Althouse SK, Ardeshir-Rouhani-Fard S, Dinh PC, Sesso HD, Einhorn LH, Fossa SD, Travis LB. Clinical and Genetic Risk Factors for Adverse Metabolic Outcomes in North American Testicular Cancer Survivors. J Natl Compr Canc Netw 2019. [PMID: 29523664 DOI: 10.6004/jnccn.2017.7046] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background: Testicular cancer survivors (TCS) are at significantly increased risk for cardiovascular disease (CVD), with metabolic syndrome (MetS) an established risk factor. No study has addressed clinical and genetic MetS risk factors in North American TCS. Patients and Methods: TCS were aged <55 years at diagnosis and received first-line chemotherapy. Patients underwent physical examination, and had lipid panels, testosterone, and soluble cell adhesion molecule-1 (sICAM-1) evaluated. A single nucleotide polymorphism in rs523349 (5-α-reductase gene, SRD5A2), recently implicated in MetS risk, was genotyped. Using standard criteria, MetS was defined as ≥3 of the following: hypertension, abdominal obesity, hypertriglyceridemia, decreased high-density lipoprotein (HDL) cholesterol level, and diabetes. Matched controls were derived from the National Health and Nutrition Examination Survey. Results: We evaluated 486 TCS (median age, 38.1 years). TCS had a higher prevalence of hypertension versus controls (43.2% vs 30.7%; P<.001) but were less likely to have decreased HDL levels (23.7% vs 34.8%; P<.001) or abdominal obesity (28.2% vs 40.1%; P<.001). Overall MetS frequency was similar in TCS and controls (21.0% vs 22.4%; P=.59), did not differ by treatment (P=.20), and was not related to rs523349 (P=.61). For other CVD risk factors, TCS were significantly more likely to have elevated low-density lipoprotein (LDL) cholesterol levels (17.7% vs 9.3%; P<.001), total cholesterol levels (26.3% vs 11.1%; P<.001), and body mass index ≥25 kg/m2 (75.1% vs 69.1%; P=.04). On multivariate analysis, age at evaluation (P<.001), testosterone level ≤3.0 ng/mL (odds ratio [OR], 2.06; P=.005), and elevated sICAM-1 level (ORhighest vs lowest quartile, 3.58; P=.001) were significantly associated with MetS. Conclusions and Recommendations: Metabolic abnormalities in TCS are characterized by hypertension and increased LDL and total cholesterol levels but lower rates of decreased HDL levels and abdominal obesity, signifying possible shifts in fat distribution and fat metabolism. These changes are accompanied by hypogonadism and inflammation. TCS have a high prevalence of CVD risk factors that may not be entirely captured by standard MetS criteria. Cancer treatment-associated MetS requires further characterization.
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Trendowski MR, El-Charif O, Mu Z, Ratain MJ, Wheeler H, Dinh PC, Feldman DR, Ardeshir-Rouhani-Fard S, Hamilton RJ, Vaughn DJ, Fung C, Mushiroda T, Einhorn LH, Travis LB, Dolan ME. Abstract 3904: Pharmacokinetic modeling of serum platinum reveals extent of long-term exposure and associated comorbidities after cisplatin treatment. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-3904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Platinum is detectable in the plasma years after completion of cisplatin treatment. Although it has been hypothesized that circulating platinum contributes to the severity and persistence of cisplatin’s adverse effects, results have been inconsistent due to the lack of an effective pharmacokinetic model that takes into account time since therapy and the use of relatively small patient cohorts. Here, we report the largest pharmacokinetic study to date of 1,013 testicular cancer survivors (TCS) assessed 1-35 years after completion of cisplatin-based chemotherapy, and perform a genome-wide association study (GWAS) to assess genetic contributions to our pharmacokinetic phenotype computed from serum platinum levels. Eligible TCS given 300 or 400 (± 15 mg/m2) cisplatin underwent extensive audiometric testing and clinical examination, as well as completed questionnaires at the time of follow-up. We then built an empirical pharmacokinetic model by considering time since treatment and cumulative cisplatin dose received, fitting the data to a power (log-log linear) model as a log-log transformation linearized relationship with time. This power model was used to generate a residual platinum value (RPtV) that likely correlates with the area under concentration-time curve. Using linear regression, we found positive associations between RPtV and several clinically relevant phenotypes including the cumulative burden of morbidity for cisplatin-induced toxicities (β = 0.08, p = 8.42x10-3), peripheral sensory neuropathy (β = 0.14, p = 5.45x10-3), Raynaud’s phenomenon (β = 0.09, p = 0.04), hypercholesterolemia (β = 0.22, p = 0.02), LDL-cholesterol (β = 2.67x10-3, p = 0.01), luteinizing hormone (β = 0.02, p = 0.01), and age at clinical examination (β = 0.02, p = 2.04x10-7). Multinomial regression indicated that these associations are much more prominent in patients designated with high RPtV (> 1 standard deviation above the mean). In addition, we found a strong negative association with creatinine clearance (β = -9.04x10-3, p = 1.03 x10-10). GWAS implicated two SNPs that met genome-wide significance: rs78225733 (p = 6.9 x 10-9) in a gene desert on chromosome 12 and rs45623132 (p = 1.1 x 10-8), which is intronic to meningioma 1 (MN1). Taken together, our novel pharmacokinetic model indicates serum platinum levels are associated with several cisplatin-induced toxicities and comorbidities, and that finding methods by which to reduce circulating platinum once patients have been cured of their disease could be an effective strategy to improve their overall quality of life.
Citation Format: Matthew R. Trendowski, Omar El-Charif, Zepeng Mu, Mark J. Ratain, Heather Wheeler, Paul C. Dinh, Darren R. Feldman, Shirin Ardeshir-Rouhani-Fard, Robert J. Hamilton, David J. Vaughn, Chunkit Fung, Taisei Mushiroda, Lawrence H. Einhorn, Lois B. Travis, M. Eileen Dolan. Pharmacokinetic modeling of serum platinum reveals extent of long-term exposure and associated comorbidities after cisplatin treatment [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 3904.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Chunkit Fung
- 7J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
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Abu Zaid M, Dinh PC, Monahan PO, Fung C, El-Charif O, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Cook R, Althouse S, Ardeshir-Rouhani-Fard S, Sesso HD, Huddart R, Mushiroda T, Kubo M, Eileen Dolan M, Einhorn LH, Fossa SD, Travis LB. Adverse Health Outcomes in Relationship to Hypogonadism After Chemotherapy: A Multicenter Study of Testicular Cancer Survivors. J Natl Compr Canc Netw 2019; 17:459-468. [PMID: 31085753 PMCID: PMC6712564 DOI: 10.6004/jnccn.2018.7109] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 11/21/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND This study examined the prevalence of hypogonadism, its clinical and genetic risk factors, and its relationship to adverse health outcomes (AHOs) in North American testicular cancer survivors (TCS) after modern platinum-based chemotherapy. PATIENTS AND METHODS Eligible TCS were <55 years of age at diagnosis and treated with first-line platinum-based chemotherapy. Participants underwent physical examinations and completed questionnaires regarding 15 AHOs and health behaviors. Hypogonadism was defined as serum testosterone levels ≤3.0 ng/mL or use of testosterone replacement therapy. We investigated the role of 2 single nucleotide polymorphisms (rs6258 and rs12150660) in the sex hormone-binding globulin (SHBG) locus implicated in increased hypogonadism risk in the general population. RESULTS Of 491 TCS (median age at assessment, 38.2 years; range, 18.7-68.4 years), 38.5% had hypogonadism. Multivariable binary logistic regression analysis identified hypogonadism risk factors, including age at clinical evaluation (odds ratio [OR], 1.42 per 10-year increase; P= .006) and body mass index of 25 to <30 kg/m2 (OR, 2.08; P= .011) or ≥30 kg/m2 (OR, 2.36; P= .005) compared with <25 kg/m2. TCS with ≥2 risk alleles for the SHBG SNPs had a marginally significant increased hypogonadism risk (OR, 1.45; P= .09). Vigorous-intensity physical activity appeared protective (OR, 0.66; P= .07). Type of cisplatin-based chemotherapy regimen and socioeconomic factors did not correlate with hypogonadism. Compared with TCS without hypogonadism, those with hypogonadism were more likely to report ≥2 AHOs (65% vs 51%; P= .003), to take medications for hypercholesterolemia (20.1% vs 6.0%; P<.001) or hypertension (18.5% vs 10.6%; P= .013), and to report erectile dysfunction (19.6% vs 11.9%; P= .018) or peripheral neuropathy (30.7% vs 22.5%; P= .041). A marginally significant trend for increased use of prescription medications for either diabetes (5.8% vs 2.6%; P= .07) or anxiety/depression (14.8% vs 9.3%; P= .06) was observed. CONCLUSIONS At a relatively young median age, more than one-third of TCS have hypogonadism, which is significantly associated with increased cardiovascular disease risk factors, and erectile dysfunction. Providers should screen TCS for hypogonadism and treat symptomatic patients.
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Affiliation(s)
- Mohammad Abu Zaid
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Paul C. Dinh
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Patrick O. Monahan
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Chunkit Fung
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, New York
| | - 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, NewYork
| | | | - David J. Vaughn
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Clair J. Beard
- Department of Radiation Oncology, Dana-FarberCancer Institute
| | - Ryan Cook
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Sandra Althouse
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | | | - Howard D. Sesso
- Divisions of Preventive Medicine andAging, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Taisei Mushiroda
- The RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | | | - M. Eileen Dolan
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Lawrence H. Einhorn
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
| | - Sophie D. Fossa
- Department of Oncology, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Lois B. Travis
- Indiana University, Melvin and Bren Simon Cancer Center, Indianapolis, Indiana
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El Charif O, Mapes B, Trendowski MR, Wheeler HE, Wing C, Dinh PC, Frisina RD, Feldman DR, Hamilton RJ, Vaughn DJ, Fung C, Kollmannsberger C, Mushiroda T, Kubo M, Gamazon ER, Cox NJ, Huddart R, Ardeshir-Rouhani-Fard S, Monahan P, Fossa SD, Einhorn LH, Travis LB, Dolan ME. Clinical and Genome-wide Analysis of Cisplatin-induced Tinnitus Implicates Novel Ototoxic Mechanisms. Clin Cancer Res 2019; 25:4104-4116. [PMID: 30952644 DOI: 10.1158/1078-0432.ccr-18-3179] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 02/13/2019] [Accepted: 03/25/2019] [Indexed: 12/11/2022]
Abstract
PURPOSE Cisplatin, a commonly used chemotherapeutic, results in tinnitus, the phantom perception of sound. Our purpose was to identify the clinical and genetic determinants of tinnitus among testicular cancer survivors (TCS) following cisplatin-based chemotherapy. EXPERIMENTAL DESIGN TCS (n = 762) were dichotomized to cases (moderate/severe tinnitus; n = 154) and controls (none; n = 608). Logistic regression was used to evaluate associations with comorbidities and SNP dosages in genome-wide association study (GWAS) following quality control and imputation (covariates: age, noise exposure, cisplatin dose, genetic principal components). Pathway over-representation tests and functional studies in mouse auditory cells were performed. RESULTS Cisplatin-induced tinnitus (CisIT) significantly associated with age at diagnosis (P = 0.007) and cumulative cisplatin dose (P = 0.007). CisIT prevalence was not significantly greater in 400 mg/m2-treated TCS compared with 300 (P = 0.41), but doses >400 mg/m2 (median 580, range 402-828) increased risk by 2.61-fold (P < 0.0001). CisIT cases had worse hearing at each frequency (0.25-12 kHz, P < 0.0001), and reported more vertigo (OR = 6.47; P < 0.0001) and problems hearing in a crowd (OR = 8.22; P < 0.0001) than controls. Cases reported poorer health (P < 0.0001) and greater psychotropic medication use (OR = 2.4; P = 0.003). GWAS suggested a variant near OTOS (rs7606353, P = 2 × 10-6) and OTOS eQTLs were significantly enriched independently of that SNP (P = 0.018). OTOS overexpression in HEI-OC1, a mouse auditory cell line, resulted in resistance to cisplatin-induced cytotoxicity. Pathway analysis implicated potassium ion transport (q = 0.007). CONCLUSIONS CisIT associated with several neuro-otological symptoms, increased use of psychotropic medication, and poorer health. OTOS, expressed in the cochlear lateral wall, was implicated as protective. Future studies should investigate otoprotective targets in supporting cochlear cells.
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Affiliation(s)
- Omar El Charif
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Brandon Mapes
- Department of Medicine, University of Chicago, Chicago, Illinois
| | | | - Heather E Wheeler
- Departments of Biology and Computer Science, Loyola University Chicago, Chicago, Illinois
| | - Claudia Wing
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Paul C Dinh
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Robert D Frisina
- Departments of Medical and Chemical & Biomolecular Engineering and Communication Sciences & Disorders, Global Center for Hearing and Speech Research, University of South Florida, Tampa, Florida
| | - 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
| | | | | | - Michiaki Kubo
- RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | - Eric R Gamazon
- Clare Hall, University of Cambridge, Cambridge, United Kingdom.,Vanderbilt University Medical Center, Nashville, Tennessee
| | - Nancy J Cox
- Vanderbilt University Medical Center, Nashville, Tennessee
| | | | | | - Patrick Monahan
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Sophie D Fossa
- Department of Oncology, Oslo University Hospital, Radiumhospital, Oslo, Norway
| | - 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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Kerns SL, Fung C, Monahan PO, Ardeshir-Rouhani-Fard S, Abu Zaid MI, Williams AM, Stump TE, Sesso HD, Feldman DR, Hamilton RJ, Vaughn DJ, Beard C, Huddart RA, Kim J, Kollmannsberger C, Sahasrabudhe DM, Cook R, Fossa SD, Einhorn LH, Travis LB. Cumulative Burden of Morbidity Among Testicular Cancer Survivors After Standard Cisplatin-Based Chemotherapy: A Multi-Institutional Study. J Clin Oncol 2018; 36:1505-1512. [PMID: 29617189 DOI: 10.1200/jco.2017.77.0735] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Purpose In this multicenter study, we evaluated the cumulative burden of morbidity (CBM) among > 1,200 testicular cancer survivors and applied factor analysis to determine the co-occurrence of adverse health outcomes (AHOs). Patients and Methods Participants were ≤ 55 years of age at diagnosis, finished first-line chemotherapy ≥ 1 year previously, completed a comprehensive questionnaire, and underwent physical examination. Treatment data were abstracted from medical records. A CBM score encompassed the number and severity of AHOs, with ordinal logistic regression used to assess associations with exposures. Nonlinear factor analysis and the nonparametric dimensionality evaluation to enumerate contributing traits procedure determined which AHOs co-occurred. Results Among 1,214 participants, approximately 20% had a high (15%) or very high/severe (4.1%) CBM score, whereas approximately 80% scored medium (30%) or low/very low (47%). Increased risks of higher scores were associated with four cycles of either ifosfamide, etoposide, and cisplatin (odds ratio [OR], 1.96; 95% CI, 1.04 to 3.71) or bleomycin, etoposide, and cisplatin (OR, 1.44; 95% CI, 1.04 to 1.98), older attained age (OR, 1.18; 95% CI, 1.10 to 1.26), current disability leave (OR, 3.53; 95% CI, 1.57 to 7.95), less than a college education (OR, 1.44; 95% CI, 1.11 to 1.87), and current or former smoking (OR, 1.28; 95% CI, 1.02 to 1.63). CBM score did not differ after either chemotherapy regimen ( P = .36). Asian race (OR, 0.41; 95% CI, 0.23 to 0.72) and vigorous exercise (OR, 0.68; 95% CI, 0.52 to 0.89) were protective. Variable clustering analyses identified six significant AHO clusters (χ2 P < .001): hearing loss/damage, tinnitus (OR, 16.3); hyperlipidemia, hypertension, diabetes (OR, 9.8); neuropathy, pain, Raynaud phenomenon (OR, 5.5); cardiovascular and related conditions (OR, 5.0); thyroid disease, erectile dysfunction (OR, 4.2); and depression/anxiety, hypogonadism (OR, 2.8). Conclusion Factors associated with higher CBM may identify testicular cancer survivors in need of closer monitoring. If confirmed, identified AHO clusters could guide the development of survivorship care strategies.
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Affiliation(s)
- Sarah L Kerns
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Chunkit Fung
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Patrick O Monahan
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Shirin Ardeshir-Rouhani-Fard
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Mohammad I Abu Zaid
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - AnnaLynn M Williams
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Timothy E Stump
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Howard D Sesso
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Darren R Feldman
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Robert J Hamilton
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - David J Vaughn
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Clair Beard
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Robert A Huddart
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Jeri Kim
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Christian Kollmannsberger
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Deepak M Sahasrabudhe
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Ryan Cook
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Sophie D Fossa
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Lawrence H Einhorn
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
| | - Lois B Travis
- Sarah L. Kerns, Chunkit Fung, AnnaLynn M. Williams, and Deepak M. Sahasrabudhe, University of Rochester Medical Center, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Mohammad I. Abu Zaid, Timothy E. Stump, Ryan Cook, Lawrence H. Einhorn, and Lois B. Travis, Indiana University, Indianapolis, IN; Howard D. Sesso, Brigham and Women's Hospital; Clair Beard, Dana-Farber Cancer Institute, Boston, MA; Robert J. Hamilton, Princess Margaret Cancer Centre, Toronto, Ontario; Christian Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Robert A. Huddart, The Royal Marsden Hospital, London, United Kingdom; Jeri Kim, MD Anderson Cancer Center, Houston, TX; and Sophie D. Fossa, Oslo University Hospital, Oslo, Norway
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Dolan ME, El Charif O, Wheeler HE, Gamazon ER, Ardeshir-Rouhani-Fard S, Monahan P, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Fung C, Kim J, Fossa SD, Hertz DL, Mushiroda T, Kubo M, Einhorn LH, Cox NJ, Travis LB. Clinical and Genome-Wide Analysis of Cisplatin-Induced Peripheral Neuropathy in Survivors of Adult-Onset Cancer. Clin Cancer Res 2017; 23:5757-5768. [PMID: 28611204 DOI: 10.1158/1078-0432.ccr-16-3224] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 04/17/2017] [Accepted: 06/06/2017] [Indexed: 12/20/2022]
Abstract
Purpose: Our purpose was to characterize the clinical influences, genetic risk factors, and gene mechanisms contributing to persistent cisplatin-induced peripheral neuropathy (CisIPN) in testicular cancer survivors (TCSs).Experimental Design: TCS given cisplatin-based therapy completed the validated EORTC QLQ-CIPN20 questionnaire. An ordinal CisIPN phenotype was derived, and associations with age, smoking, excess drinking, hypertension, body mass index, diabetes, hypercholesterolemia, cumulative cisplatin dose, and self-reported health were examined for 680 TCS. Genotyping was performed on the Illumina HumanOmniExpressExome chip. Following quality control and imputation, 5.1 million SNPs in 680 genetically European TCS formed the input set. GWAS and PrediXcan were used to identify genetic variation and genetically determined gene expression traits, respectively, contributing to CisIPN. We evaluated two independent datasets for replication: Vanderbilt's electronic health database (BioVU) and the CALGB 90401 trial.Results: Eight sensory items formed a subscale with good internal consistency (Cronbach α = 0.88). Variables significantly associated with CisIPN included age at diagnosis (OR per year, 1.06; P = 2 × 10-9), smoking (OR, 1.54; P = 0.004), excess drinking (OR, 1.83; P = 0.007), and hypertension (OR, 1.61; P = 0.03). CisIPN was correlated with lower self-reported health (OR, 0.56; P = 2.6 × 10-9) and weight gain adjusted for years since treatment (OR per Δkg/m2, 1.05; P = 0.004). PrediXcan identified lower expressions of MIDN and RPRD1B, and higher THEM5 expression as associated with CisIPN (P value for each < 5 × 10-6) with replication of RPRD1B meeting significance criteria (Fisher combined P = 0.0089).Conclusions: CisIPN is associated with age, modifiable risk factors, and genetically determined expression level of RPRD1B Further study of implicated genes could elucidate the pathophysiologic underpinnings of CisIPN. Clin Cancer Res; 23(19); 5757-68. ©2017 AACR.
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Affiliation(s)
- M Eileen Dolan
- Department of Medicine, University of Chicago, Chicago, Illinois.
| | - Omar El Charif
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Heather E Wheeler
- Departments of Biology and Computer Science, Loyola University Chicago, Chicago, Illinois
| | - Eric R Gamazon
- Division of Genetic Medicine, Vanderbilt University, Nashville, Tennessee
| | | | - Patrick Monahan
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - 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
| | - Clair J Beard
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Chunkit Fung
- J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Jeri Kim
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sophie D Fossa
- Department of Oncology, Oslo University Hospital, Radiumhospital, Oslo, Norway
| | - Daniel L Hertz
- Department of Clinical Pharmacy, University of Michigan, Ann Arbor, Michigan
| | | | - Michiaki Kubo
- RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | - Lawrence H Einhorn
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt University, Nashville, Tennessee
| | - Lois B Travis
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
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9
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Fung C, Sesso HD, Williams AM, Kerns SL, Monahan P, Abu Zaid M, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Kollmannsberger CK, Cook R, Althouse S, Ardeshir-Rouhani-Fard S, Lipshultz SE, Einhorn LH, Fossa SD, Travis LB. Multi-Institutional Assessment of Adverse Health Outcomes Among North American Testicular Cancer Survivors After Modern Cisplatin-Based Chemotherapy. J Clin Oncol 2017; 35:1211-1222. [PMID: 28240972 DOI: 10.1200/jco.2016.70.3108] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Purpose To provide new information on adverse health outcomes (AHOs) in testicular cancer survivors (TCSs) after four cycles of etoposide and cisplatin (EPX4) or three or four cycles of bleomycin, etoposide, cisplatin (BEPX3/BEPX4). Methods Nine hundred fifty-two TCSs > 1 year postchemotherapy underwent physical examination and completed a questionnaire. Multinomial logistic regression estimated AHOs odds ratios (ORs) in relation to age, cumulative cisplatin and/or bleomycin dose, time since chemotherapy, sociodemographic factors, and health behaviors. Results Median age at evaluation was 37 years; median time since chemotherapy was 4.3 years. Chemotherapy consisted largely of BEPX3 (38.2%), EPX4 (30.9%), and BEPX4 (17.9%). None, one to two, three to four, or five or more AHOs were reported by 20.4%, 42.0%, 25.1%, and 12.5% of TCSs, respectively. Median number after EPX4 or BEPX3 was two (range, zero to nine and zero to 11, respectively; P > .05) and two (range, zero to 10) after BEPX4. When comparing individual AHOs for EPX4 versus BEPX3, Raynaud phenomenon (11.6% v 21.4%; P < .01), peripheral neuropathy (29.2% v 21.4%; P = .02), and obesity (25.5% v 33.0%; P = .04) differed. Larger cumulative bleomycin doses (OR, 1.44 per 90,000 IU) were significantly associated with five or more AHOs. Increasing age was a significant risk factor for one to two, three to four, or five or more AHOs versus zero AHOs (OR, 1.22, 1.50, and 1.87 per 5 years, respectively; P < .01); vigorous physical activity was protective (OR, 0.62, 0.51, and 0.41, respectively; P < .05). Significant risk factors for three to four and five or more AHOs included current (OR, 3.05 and 3.73) or former (OR, 1.61 and 1.76) smoking ( P < .05). Self-reported health was excellent/very good in 59.9% of TCSs but decreased as AHOs increased ( P < .001). Conclusion Numbers of AHOs after EPX4 or BEPX3 appear similar, with median follow-up of 4.3 years. A healthy lifestyle was associated with reduced number of AHOs.
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Affiliation(s)
- Chunkit Fung
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Howard D Sesso
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Annalynn M Williams
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Sarah L Kerns
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Patrick Monahan
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Mohammad Abu Zaid
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Darren R Feldman
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Robert J Hamilton
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - David J Vaughn
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Clair J Beard
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Christian K Kollmannsberger
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Ryan Cook
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Sandra Althouse
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Shirin Ardeshir-Rouhani-Fard
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Steve E Lipshultz
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Lawrence H Einhorn
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Sophie D Fossa
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
| | - Lois B Travis
- Chunkit Fung, Annalynn M. Williams, and Sarah L. Kerns, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester; Darren R. Feldman, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick Monahan, Mohammad Abu Zaid, Ryan Cook, Sandra Althouse, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert J. Hamilton, Princess Margaret Cancer Center, Toronto, Ontario; Christian K. Kollmannsberger, University of British Columbia, Vancouver, British Columbia, Canada; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; Steve E. Lipshultz, Wayne State University School of Medicine; Steve E. Lipshultz, Children's Hospital of Michigan; Steve E. Lipshultz, Karmanos Cancer Institute, Detroit, MI; and Sophie D. Fossa, Oslo University Hospital, Radium Hospital, Oslo, Norway
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10
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Wheeler HE, Gamazon ER, Frisina RD, Perez-Cervantes C, El Charif O, Mapes B, Fossa SD, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Fung C, Kollmannsberger C, Kim J, Mushiroda T, Kubo M, Ardeshir-Rouhani-Fard S, Einhorn LH, Cox NJ, Dolan ME, Travis LB. Variants in WFS1 and Other Mendelian Deafness Genes Are Associated with Cisplatin-Associated Ototoxicity. Clin Cancer Res 2016; 23:3325-3333. [PMID: 28039263 DOI: 10.1158/1078-0432.ccr-16-2809] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 12/09/2016] [Accepted: 12/13/2016] [Indexed: 01/22/2023]
Abstract
Purpose: Cisplatin is one of the most commonly used chemotherapy drugs worldwide and one of the most ototoxic. We sought to identify genetic variants that modulate cisplatin-associated ototoxicity (CAO).Experimental Design: We performed a genome-wide association study (GWAS) of CAO using quantitative audiometry (4-12 kHz) in 511 testicular cancer survivors of European genetic ancestry. We performed polygenic modeling and functional analyses using a variety of publicly available databases. We used an electronic health record cohort to replicate our top mechanistic finding.Results: One SNP, rs62283056, in the first intron of Mendelian deafness gene WFS1 (wolframin ER transmembrane glycoprotein) and an expression quantitative trait locus (eQTL) for WFS1 met genome-wide significance for association with CAO (P = 1.4 × 10-8). A significant interaction between cumulative cisplatin dose and rs62283056 genotype was evident, indicating that higher cisplatin doses exacerbate hearing loss in patients with the minor allele (P = 0.035). The association between decreased WFS1 expression and hearing loss was replicated in an independent BioVU cohort (n = 18,620 patients, Bonferroni adjusted P < 0.05). Beyond this top signal, we show CAO is a polygenic trait and that SNPs in and near 84 known Mendelian deafness genes are significantly enriched for low P values in the GWAS (P = 0.048).Conclusions: We show for the first time the role of WFS1 in CAO and document a statistically significant interaction between increasing cumulative cisplatin dose and rs62283056 genotype. Our clinical translational results demonstrate that pretherapy patient genotyping to minimize ototoxicity could be useful when deciding between cisplatin-based chemotherapy regimens of comparable efficacy with different cumulative doses. Clin Cancer Res; 23(13); 3325-33. ©2016 AACR.
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Affiliation(s)
- Heather E Wheeler
- Department of Biology, Loyola University Chicago, Chicago, Illinois.,Department of Computer Science, Loyola University Chicago, Chicago, Illinois
| | - Eric R Gamazon
- Division of Genetic Medicine, Vanderbilt University, Nashville, Tennessee.,Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Robert D Frisina
- Department of Chemical and Biomedical Engineering, University of South Florida, Tampa, Florida.,Department of Communication Sciences and Disorders, Global Center for Hearing and Speech Research, University of South Florida, Tampa, Florida
| | - Carlos Perez-Cervantes
- Department of Biology, Loyola University Chicago, Chicago, Illinois.,Department of Computer Science, Loyola University Chicago, Chicago, Illinois
| | - Omar El Charif
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Brandon Mapes
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Sophie D Fossa
- Department of Oncology, Oslo University Hospital, Radiumhospital, Oslo, Norway
| | - 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
| | - Clair J Beard
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Chunkit Fung
- J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | | | - Jeri Kim
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Michiaki Kubo
- RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | | | - Lawrence H Einhorn
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana.
| | - Nancy J Cox
- Division of Genetic Medicine, Vanderbilt University, Nashville, Tennessee
| | - M Eileen Dolan
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Lois B Travis
- Department of Medical Oncology, Indiana University, Indianapolis, Indiana
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11
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Frisina RD, Wheeler HE, Fossa SD, Kerns SL, Fung C, Sesso HD, Monahan PO, Feldman DR, Hamilton R, Vaughn DJ, Beard CJ, Budnick A, Johnson EM, Ardeshir-Rouhani-Fard S, Einhorn LH, Lipshultz SE, Dolan ME, Travis LB. Comprehensive Audiometric Analysis of Hearing Impairment and Tinnitus After Cisplatin-Based Chemotherapy in Survivors of Adult-Onset Cancer. J Clin Oncol 2016; 34:2712-20. [PMID: 27354478 DOI: 10.1200/jco.2016.66.8822] [Citation(s) in RCA: 174] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Cisplatin is widely used but highly ototoxic. Effects of cumulative cisplatin dose on hearing loss have not been comprehensively evaluated in survivors of adult-onset cancer. PATIENTS AND METHODS Comprehensive audiological measures were conducted on 488 North American male germ cell tumor (GCT) survivors in relation to cumulative cisplatin dose, including audiograms (0.25 to 12 kHz), tests of middle ear function, and tinnitus. American Speech-Language-Hearing Association criteria defined hearing loss severity. The geometric mean of hearing thresholds (0.25 to 12 kHz) summarized overall hearing status consistent with audiometric guidelines. Patients were sorted into quartiles of hearing thresholds of age- and sex-matched controls. RESULTS Increasing cumulative cisplatin dose (median, 400 mg/m(2); range, 200 to 800 mg/m(2)) was significantly related to hearing loss at 4, 6, 8, 10, and 12 kHz (P trends, .021 to < .001): every 100 mg/m(2) increase resulted in a 3.2-dB impairment in age-adjusted overall hearing threshold (4 to 12 kHz; P < .001). Cumulative cisplatin doses > 300 mg/m(2) were associated with greater American Speech-Language-Hearing Association-defined hearing loss severity (odds ratio, 1.59; P = .0066) and worse normative-matched quartiles (odds ratio, 1.33; P = .093) compared with smaller doses. Almost one in five (18%) patients had severe to profound hearing loss. Tinnitus (40% patients) was significantly correlated with reduced hearing at each frequency (P < .001). Noise-induced damage (10% patients) was unaffected by cisplatin dose (P = .59). Hypertension was significantly related (P = .0066) to overall hearing threshold (4 to 12 kHz) in age- and cisplatin dose-adjusted analyses. Middle ear deficits occurred in 22.3% of patients but, as expected, were not related to cytotoxic drug dosage. CONCLUSION Follow-up of adult-onset cancer survivors given cisplatin should include routine inquiry for hearing status and tinnitus, referral to audiologists as clinically indicated, and hypertension control. Patients should be urged to avoid noise exposure, ototoxic drugs, and other factors that further damage hearing.
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Affiliation(s)
- Robert D Frisina
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Heather E Wheeler
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Sophie D Fossa
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Sarah L Kerns
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Chunkit Fung
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Howard D Sesso
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Patrick O Monahan
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Darren R Feldman
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Robert Hamilton
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - David J Vaughn
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Clair J Beard
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Amy Budnick
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Eileen M Johnson
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Shirin Ardeshir-Rouhani-Fard
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Lawrence H Einhorn
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI.
| | - Steven E Lipshultz
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - M Eileen Dolan
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
| | - Lois B Travis
- Robert D. Frisina, University of South Florida, Tampa, FL; Heather E. Wheeler, Loyola University Chicago; M. Eileen Dolan, University of Chicago, Chicago, IL; Sophie D. Fossa, Oslo University Hospital, Radiumhospital, Oslo, Norway; Sarah L. Kerns, Chunkit Fung, and Eileen M. Johnson, J.P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester; Darren R. Feldman and Amy Budnick, Memorial Sloan Kettering Cancer Center, New York, NY; Howard D. Sesso, Brigham and Women's Hospital; Clair J. Beard, Dana-Farber Cancer Institute, Boston, MA; Patrick O. Monahan, Shirin Ardeshir-Rouhani-Fard, Lawrence H. Einhorn, and Lois B. Travis, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN; Robert Hamilton, Princess Margaret Cancer Centre, Toronto, ON; David J. Vaughn, University of Pennsylvania, Philadelphia, PA; and Steven E. Lipshultz, Children's Hospital of Michigan, Wayne State University School of Medicine, Detroit, MI
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Feldman DR, Ardeshir-Rouhani-Fard S, Monahan P, Fung C, Hamilton RJ, Vaughn DJ, Beard C, Oeffinger KC, Einhorn LH, Fossa SD, Sesso HD, Travis LB. Estimation of 10-year (y) cardiovascular disease (CVD) risk after cisplatin-based chemotherapy (CBCT): A multi-institutional study of 459 germ cell tumor (GCT) survivors in the Platinum study. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.10083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | | | | | - David J. Vaughn
- Abramson Cancer Center of the University of Pennsylvania, Philadelphia, PA
| | - Clair Beard
- Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, MA
| | | | | | | | - Howard D. Sesso
- Division of Preventive Medicine, Harvard Medical School, Boston, MA
| | - Lois B. Travis
- Department of Medical Oncology, Indiana University, Indianapolis, IN
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13
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Kerns SL, Fung C, Williams A, Abu Zaid MI, Sesso HD, Monahan P, Ardeshir-Rouhani-Fard S, Feldman DR, Hamilton RJ, Vaughn DJ, Beard C, Sahasrabudhe DM, Fossa SD, Einhorn LH, Travis LB. Cumulative burden of morbidity (CBM) among testicular cancer survivors (TCS) in the Platinum study. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.10089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | - AnnaLynn Williams
- University of Rochester School of Medicine and Dentistry, Rochester, NY
| | | | - Howard D. Sesso
- Division of Preventive Medicine, Harvard Medical School, Boston, MA
| | | | | | | | | | - David J. Vaughn
- Abramson Cancer Center of the University of Pennsylvania, Philadelphia, PA
| | - Clair Beard
- Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, MA
| | | | | | | | - Lois B. Travis
- Department of Medical Oncology, Indiana University, Indianapolis, IN
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14
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Gamazon ER, Wheeler HE, Frisina RD, El Charif O, Mushiroda T, Kubo M, Ardeshir-Rouhani-Fard S, Feldman DR, Hamilton RJ, Vaughn DJ, Beard CJ, Fung C, Fossa SD, Einhorn LH, Cox N, Dolan ME, Travis LB. Variation in protein-coding sequence and the genetic basis of cisplatin-induced toxicities among testicular cancer survivors (TCS) in the Platinum Study. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.1537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Eric R Gamazon
- Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Heather E. Wheeler
- Departments of Biology and Computer Science, Loyola University Chicago, Chicago, IL
| | | | | | - Taisei Mushiroda
- Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Science, Yokohama, Japan
| | | | | | | | - David J. Vaughn
- Abramson Cancer Center of the University of Pennsylvania, Philadelphia, PA
| | | | | | | | | | - Nancy Cox
- Vanderbilt University, Nashville, TN
| | | | - Lois B. Travis
- Department of Medical Oncology, Indiana University, Indianapolis, IN
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15
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Abu Zaid MI, Fung C, Williams A, Sesso HD, Kerns SL, Ardeshir-Rouhani-Fard S, Feldman DR, Hamilton RJ, Vaughn DJ, Beard C, Monahan P, Fossa SD, Einhorn LH, Travis LB. Cardiovascular disease (CVD) risk factors and health behaviors after cisplatin-based chemotherapy (CHEM): A multi-institutional study of testicular cancer survivors (TCS) in the Platinum study. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.10087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | - AnnaLynn Williams
- University of Rochester School of Medicine and Dentistry, Rochester, NY
| | - Howard D. Sesso
- Division of Preventive Medicine, Harvard Medical School, Boston, MA
| | | | | | | | | | - David J. Vaughn
- Abramson Cancer Center of the University of Pennsylvania, Philadelphia, PA
| | - Clair Beard
- Dana-Farber Cancer Institute, Brigham and Women's Hospital, Boston, MA
| | | | | | | | - Lois B. Travis
- Department of Medical Oncology, Indiana University, Indianapolis, IN
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16
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Namazi S, Monabati A, Ardeshir-Rouhani-Fard S, Azarpira N. Lack of association of genetic polymorphisms of angiotensin converting enzyme 1 and angiotensin II type 1 receptor with breast cancer risk in Iranian population. Tumour Biol 2013; 34:2899-907. [PMID: 23700157 DOI: 10.1007/s13277-013-0852-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2013] [Accepted: 05/10/2013] [Indexed: 02/06/2023] Open
Abstract
We aimed to investigate the association of insertion/deletion (I/D) and A1166C polymorphisms of angiotensin I converting enzyme 1 and angiotensin II type 1 receptor genes, respectively and their combination on breast cancer risk in an Iranian population. A case-control study (70 cases, 70 controls) was performed on an Iranian population. The I/D and A1166C polymorphisms were analyzed by polymerase chain reaction (PCR) and restriction fragment length polymorphism PCR, respectively. The results revealed no significant difference between cases and controls in I/D (p = 0.14) and A1166C (p = 0.94) polymorphisms after adjustment for breast cancer known risk factors. In combined genotype analysis, considering DD and AA genotypes as low-risk genotypes, women with one and two high-risk genotypes (one high-risk genotype: adjusted odds ratio (OR), 1.24; two high-risk genotypes: adjusted OR, 1.97) were at higher risk for breast cancer. Also, the highest risk for breast cancer was seen in a subgroup of postmenopausal women carriers of two high-risk genotypes (adjusted OR, 2.41). In conclusion, I/D and A1166C polymorphisms are not significantly associated with breast cancer risk in the Iranian population; however, the combination of these two polymorphisms seems to have a synergic effect on the risk of breast cancer particularly in postmenopausal women, which may deserve consideration in large-scale case-control studies.
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Affiliation(s)
- Soha Namazi
- Department of Clinical Pharmacy, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz, 71345-1583, Iran
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Namazi S, Monabati A, Ardeshir-Rouhani-Fard S, Azarpira N. Association of angiotensin I converting enzyme (insertion/deletion) and angiotensin II type 1 receptor (A1166C) polymorphisms with breast cancer prognostic factors in iranian population. Mol Carcinog 2010; 49:1022-30. [DOI: 10.1002/mc.20685] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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