Browsing by Author "Robison, Leslie L."

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    Clinical and Genetic Risk Factors for Radiation-Associated Ototoxicity: A Report from the Childhood Cancer Survivor Study and the St. Jude Lifetime Cohort
    (Wiley, 2021) Trendowski, Matthew R.; Baedke, Jessica L.; Sapkota, Yadav; Travis, Lois B.; Zhang, Xindi; El Charif, Omar; Wheeler, Heather E.; Leisenring, Wendy M.; Robison, Leslie L.; Hudson, Melissa M.; Morton, Lindsay M.; Oeffinger, Kevin C.; Howell, Rebecca M.; Armstrong, Gregory T.; Bhatia, Smita; Dolan, M. Eileen; Epidemiology, School of Public Health
    Background: Cranial radiation therapy (CRT) is associated with ototoxicity, which manifests as hearing loss and tinnitus. The authors sought to identify clinical determinants and genetic risk factors for ototoxicity among adult survivors of pediatric cancer treated with CRT. Methods: Logistic regression evaluated associations of tinnitus (n = 1991) and hearing loss (n = 2198) with nongenetic risk factors and comorbidities among CRT-treated survivors in the Childhood Cancer Survivor Study. Genome-wide association studies (GWASs) of CRT-related tinnitus and hearing loss were also performed. Results: Males were more likely to report CRT-related tinnitus (9.4% vs 5.4%; P = 5.1 × 10-4 ) and hearing loss (14.0% vs 10.7%; P = .02) than females. Survivors with tinnitus or hearing loss were more likely to experience persistent dizziness or vertigo (tinnitus: P < 2 × 10-16 ; hearing loss: P = 6.4 × 10-9 ), take antidepressants (tinnitus: P = .02; hearing loss: P = .01), and report poorer overall health (tinnitus: P = 1.5 × 10-6 ; hearing loss: P = 1.7 × 10-6 ) in comparison with controls. GWAS of CRT-related tinnitus revealed a genome-wide significant signal in chromosome 1 led by rs203248 (P = 1.5 × 10-9 ), whereas GWAS of CRT-related hearing loss identified rs332013 (P = 5.8 × 10-7 ) in chromosome 8 and rs67522722 (P = 7.8 × 10-7 ) in chromosome 6 as nearly genome-wide significant. A replication analysis identified rs67522722, intronic to ATXN1, as being significantly associated with CRT-related hearing loss (P = .03) and de novo hearing loss (P = 3.6 × 10-4 ). Conclusions: CRT-associated ototoxicity was associated with sex, several neuro-otological symptoms, increased antidepressant use, and poorer self-reported health. GWAS of CRT-related hearing loss identified rs67522722, which was supported in an independent cohort of survivors. Lay summary: Hearing loss and subjective tinnitus (the perception of noise or ringing in the ear) are long-term side effects of cancer treatment and are common in children treated with radiation to the brain. These toxicities can affect childhood development and potentially contribute to serious learning and behavioral difficulties. This study's data indicate that males are at greater risk for hearing loss and tinnitus than females after radiation therapy to the brain. Those who develop these toxicities are more likely to use antidepressants and report poorer overall health. Health care providers can improve the management of survivors by informing patients and/or their parents of these risks.
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    Insurance, chronic health conditions, and utilization of primary and specialty outpatient services: a Childhood Cancer Survivor Study report
    (Springer, 2018-10) Mueller, Emily L.; Park, Elyse R.; Kirchhoff, Anne C.; Kuhlthau, Karen; Nathan, Paul C.; Perez, Giselle; Rabin, Julia; Hutchinson, Raymond; Oeffinger, Kevin C.; Robison, Leslie L.; Armstrong, Gregory T.; Leisenring, Wendy M.; Donelan, Karen; Medicine, School of Medicine
    PURPOSE: Survivors of childhood cancer require life-long outpatient healthcare, which may be impacted by health insurance. This study sought to understand survivors' utilization of outpatient healthcare provider services. METHODS: The study examined cross-sectional survey data using an age-stratified sample from the Childhood Cancer Survivor Study of self-reported annual use of outpatient services. Multivariable logistic regression analyses were used to identify risk factors associated with utilization of services. RESULTS: Six hundred ninety-eight survivors were surveyed, median age 36.3 years (range 22.2-62.6), median time from diagnosis 28.8 years (range 23.1-41.7). Almost all (93%) of survivors had at least one outpatient visit during the previous year; 81.3% of these visits were with a primary care providers (PCP), 54.5% were with specialty care physicians, 30.3% were with nurse practitioner/physician's assistants (NP/PA), and 14.2% were with survivorship clinic providers. Survivors with severe to life-threatening chronic health conditions had greater odds of utilizing a specialty care physician (OR = 5.15, 95% CI 2.89-9.17) or a survivorship clinic (OR = 2.93, 95% CI 1.18-7.26) than those with no chronic health conditions. Having health insurance increased the likelihood of seeking care from NP/PA (private, OR = 2.76, 95% CI 1.37-5.58; public, OR = 2.09, 95% CI 0.85-5.11), PCP (private, OR = 7.82, 95% CI 3.80-13.10; public, OR = 7.24, 95% CI 2.75-19.05), and specialty care (private, OR = 2.96, 95% CI 1.48-5.94; public, OR = 2.93, 95% CI 1.26-6.84) compared to without insurance. CONCLUSION: Most childhood cancer survivors received outpatient care from a PCP, but a minority received care from a survivorship clinic provider. Having health insurance increased the likelihood of outpatient care. IMPLICATIONS FOR CANCER SURVIVORS: Targeted interventions in the primary care setting may improve risk-based, survivor-focused care for this vulnerable population.
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    A semiparametric likelihood-based method for regression analysis of mixed panel-count data
    (Wiley, 2018-06) Zhu, Liang; Zhang, Ying; Li, Yimei; Sun, Jianguo; Robison, Leslie L.; Biostatistics, School of Public Health
    Panel-count data arise when each study subject is observed only at discrete time points in a recurrent event study, and only the numbers of the event of interest between observation time points are recorded (Sun and Zhao, 2013). However, sometimes the exact number of events between some observation times is unknown and what we know is only whether the event of interest has occurred. In this article, we will refer this type of data to as mixed panel-count data and propose a likelihood-based semiparametric regression method for their analysis by using the nonhomogeneous Poisson process assumption. However, we establish the asymptotic properties of the resulting estimator by employing the empirical process theory and without using the Poisson assumption. Also, we conduct an extensive simulation study, which suggests that the proposed method works well in practice. Finally, the method is applied to a Childhood Cancer Survivor Study that motivated this study.