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Christian WJ, Walker CJ, McDowell J, Huang B, Tucker TC, Villano J, Durbin EB. Geographic and temporal trends in pediatric and young adult brain tumors in Kentucky, 1995-2019. Cancer Epidemiol 2024; 88:102499. [PMID: 38056245 PMCID: PMC10842684 DOI: 10.1016/j.canep.2023.102499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 12/08/2023]
Abstract
INTRODUCTION Pediatric and young adult brain tumors (PYBT) account for a large share of cancer-related morbidity and mortality among children in the United States, but their etiology is not well understood. Previous research suggests the Appalachian region of Kentucky has high rates of PYBT. This study explored PYBT incidence over 25 years in Kentucky to identify geographic and temporal trends and generate hypotheses for future research. METHODS The Kentucky Cancer Registry contributed data on all PYBT diagnosed among those aged 0-29 during years 1995-2019. Age- and sex-adjusted spatio-temporal scan statistics-one for each type of PYBT, and one for all types-comprised the primary analysis. These results were mapped along with environmental and occupational data. RESULTS Findings indicated that north-central Kentucky and the Appalachian region experienced higher rates of some PYBT. High rates of astrocytomas were clustered in a north-south strip of central Kentucky toward the end of the study period, while high rates of other specified types of intracranial and intraspinal neoplasms were significantly clustered in eastern Kentucky. The area where these clusters overlapped, in north-central Kentucky, had significantly higher rates of PYBT generally. DISCUSSION This study demonstrates north-central Kentucky and the Appalachian region experienced higher PYBT risk than the rest of the state. These regions are home to some of Kentucky's signature industries, which should be examined in further research. Future population-based and individual-level studies of genetic factors are needed to explore how the occupations of parents, as well as prenatal and childhood exposures to pesticides and air pollutants, impact PYBT incidence.
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Affiliation(s)
- W J Christian
- Dept. of Epidemiology & Environmental Health, College of Public Health, University of Kentucky, USA; Markey Cancer Center, University of Kentucky, USA.
| | - C J Walker
- Dept. of Behavioral Science, College of Medicine, University of Kentucky, USA
| | - J McDowell
- Dept. of Epidemiology & Environmental Health, College of Public Health, University of Kentucky, USA; Kentucky Cancer Registry, USA
| | - B Huang
- Kentucky Cancer Registry, USA; Markey Cancer Center, University of Kentucky, USA; Div. of Cancer Biostatistics, Dept. of Internal Medicine, College of Medicine, University of Kentucky, USA
| | - T C Tucker
- Dept. of Epidemiology & Environmental Health, College of Public Health, University of Kentucky, USA; Kentucky Cancer Registry, USA; Markey Cancer Center, University of Kentucky, USA
| | - J Villano
- Markey Cancer Center, University of Kentucky, USA; Dept. of Internal Medicine, College of Medicine, University of Kentucky, USA
| | - E B Durbin
- Div. of Biomedical Informatics, Dept. of Internal Medicine, College of Medicine, University of Kentucky, USA; Kentucky Cancer Registry, USA; Markey Cancer Center, University of Kentucky, USA
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Kerlavage AR, Kirchhoff AC, Guidry Auvil JM, Sharpless NE, Davis KL, Reilly K, Reaman G, Penberthy L, Deapen D, Hwang A, Durbin EB, Gallotto SL, Aplenc R, Volchenboum SL, Heath AP, Aronow BJ, Zhang J, Vaske O, Alonzo TA, Nathan PC, Poynter JN, Armstrong G, Hahn EE, Wernli KJ, Greene C, DiGiovanna J, Resnick AC, Shalley ER, Nadaf S, Kibbe WA. Cancer Informatics for Cancer Centers: Scientific Drivers for Informatics, Data Science, and Care in Pediatric, Adolescent, and Young Adult Cancer. JCO Clin Cancer Inform 2021; 5:881-896. [PMID: 34428097 PMCID: PMC8763339 DOI: 10.1200/cci.21.00040] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 05/11/2021] [Accepted: 06/10/2021] [Indexed: 11/29/2022] Open
Abstract
Cancer Informatics for Cancer Centers (CI4CC) is a grassroots, nonprofit 501c3 organization intended to provide a focused national forum for engagement of senior cancer informatics leaders, primarily aimed at academic cancer centers anywhere in the world but with a special emphasis on the 70 National Cancer Institute-funded cancer centers. This consortium has regularly held topic-focused biannual face-to-face symposiums. These meetings are a place to review cancer informatics and data science priorities and initiatives, providing a forum for discussion of the strategic and pragmatic issues that we faced at our respective institutions and cancer centers. Here, we provide meeting highlights from the latest CI4CC Symposium, which was delayed from its original April 2020 schedule because of the COVID-19 pandemic and held virtually over three days (September 24, October 1, and October 8) in the fall of 2020. In addition to the content presented, we found that holding this event virtually once a week for 6 hours was a great way to keep the kind of deep engagement that a face-to-face meeting engenders. This is the second such publication of CI4CC Symposium highlights, the first covering the meeting that took place in Napa, California, from October 14-16, 2019. We conclude with some thoughts about using data science to learn from every child with cancer, focusing on emerging activities of the National Cancer Institute's Childhood Cancer Data Initiative.
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Affiliation(s)
- Anthony R. Kerlavage
- Center for Biomedical Informatics and Information Technology, National Cancer Institute, Rockville, MD
| | - Anne C. Kirchhoff
- Huntsman Cancer Institute and University of Utah, School of Medicine, Salt Lake City, UT
| | - Jaime M. Guidry Auvil
- Center for Biomedical Informatics and Information Technology, National Cancer Institute, Rockville, MD
| | | | - Kara L. Davis
- Maternal and Child Health Research Institute, Stanford School of Medicine, Stanford, CA
| | - Karlyne Reilly
- Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Gregory Reaman
- Center for Drug Evaluation and Research, Food and Drug Administration, Bethesda, MD
| | - Lynne Penberthy
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Dennis Deapen
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Amie Hwang
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA
| | - Eric B. Durbin
- University of Kentucky, Markey Cancer Center, Lexington, KY
| | | | | | | | | | | | | | - Olena Vaske
- University of California, Santa Cruz, Santa Cruz, CA
| | - Todd A. Alonzo
- University of Southern California, Keck School of Medicine, Los Angeles, CA
| | | | | | | | - Erin E. Hahn
- Kaiser Permanente Southern California, Los Angeles, CA
| | - Karen J. Wernli
- Kaiser Permanente Washington Health Research Institute, Seattle, WA
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Blumenthal W, Alimi TO, Jones SF, Jones DE, Rogers JD, Benard VB, Richardson LC. Using informatics to improve cancer surveillance. J Am Med Inform Assoc 2020; 27:1488-1495. [PMID: 32941600 PMCID: PMC7647312 DOI: 10.1093/jamia/ocaa149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/19/2020] [Accepted: 06/19/2020] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES This review summarizes past and current informatics activities at the Centers for Disease Control and Prevention National Program of Cancer Registries to inform readers about efforts to improve, standardize, and automate reporting to public health cancer registries. TARGET AUDIENCE The target audience includes cancer registry experts, informaticians, public health professionals, database specialists, computer scientists, programmers, and system developers who are interested in methods to improve public health surveillance through informatics approaches. SCOPE This review provides background on central cancer registries and describes the efforts to standardize and automate reporting to these registries. Specific topics include standardized data exchange activities for physician and pathology reporting, software tools for cancer reporting, development of a natural language processing tool for processing unstructured clinical text, and future directions of cancer surveillance informatics.
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Affiliation(s)
- Wendy Blumenthal
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Temitope O Alimi
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Sandra F Jones
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - David E Jones
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Joseph D Rogers
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Vicki B Benard
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Lisa C Richardson
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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Durbin EB, Christian WJ, Hands I, Koptyra MP, Jong JC, Badgett TC. Informatics Methods and Infrastructure Needed to Study Factors Associated with High Incidence of Pediatric Brain and Central Nervous System Tumors in Kentucky. JOURNAL OF REGISTRY MANAGEMENT 2020; 47:127-134. [PMID: 34128919 PMCID: PMC8276276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Pediatric brain and central nervous system tumors (PBCNSTs) are the most common solid tumors and are the leading cause of disease-related death in US children. PBCNST incidence rates in Kentucky are significantly higher than in the United States as a whole, and are even higher among Kentucky's Appalachian children. To understand and eventually eliminate such disparities, population-based research is needed to gain a thorough understanding of the epidemiology and etiology of the disease. This multi-institutional population-based retrospective cohort study is designed to identify factors associated with the high incidence of PBCNST in Kentucky, leveraging the infrastructure provided by the Kentucky Cancer Registry, its Virtual Tissue Repository (VTR), and the National Institutes of Health Gabriella Miller Kids First Data Resource Center (DRC). Spatiotemporal scan statistics have been used to explore geographic patterns of risk measured by standardized incidence ratios (SIRs) with 95% confidence intervals. The VTR is being used to collect biospecimens for the population-based cohort of PBCNST tissues that are being sequenced by Center for Data Driven Discovery in Biomedicine (D3b) at the Children's Hospital of Philadelphia (CHOP) with support from the Kids First DRC. After adjusting for demographic factors, we assess their potential relationship to environmental factors. We have identified regions in north-central and eastern Appalachian Kentucky where children experienced a significant increased risk of developing PBCNST from 1995-2017 (SIR, 1.48; 95% CI, 1.34-1.62). The VTR has been successful in the collection of a population-based cohort of 215 PBCNST specimens. Timely establishment of legal agreements for data sharing and tissue acquisition proved to be challenging which has been somewhat mitigated by the adoption of national agreement templates. Coronavirus disease 2019 (COVID-19) severely limited the generation of sequencing results due to laboratory shutdowns. However, tissue specimens processed before the shutdown indicated that punches were inferior to scrolls for generating enough quality material for DNA and RNA extraction. Informatics infrastructures that were developed have demonstrated the feasibility of our approach to generate and retrieve molecular results. Our study shows that population-based studies using historical tissue specimens are feasible and practical, but require significant investments in technical infrastructures.
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Ostrom QT, Gittleman H, Kruchko C, Barnholtz-Sloan JS. Primary brain and other central nervous system tumors in Appalachia: regional differences in incidence, mortality, and survival. J Neurooncol 2018; 142:27-38. [PMID: 30543034 DOI: 10.1007/s11060-018-03073-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 12/03/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND The Appalachian region is a large geographic and economic area, representing 7.69% of the United States (US). This region is more rural, whiter, older, and has a higher level of poverty as compared to the rest of the US. Limited research has been done on primary brain and other central nervous system tumors (PBT) epidemiology in this region. In this analysis we characterize incidence, mortality, and survival patterns. METHODS Data from 2006 to 2015 were obtained from the central brain tumor registry of the US (provided by CDC and NCI). Appalachian counties were categorized using the Appalachia Regional Council scheme. Overall and histology-specific age-adjusted incidence and mortality rates per 100,000 population were generated. 1-, 5-, and 10-year relative survival (RS) was estimated using CDC national program of cancer registry data from 2001 to 2014. RESULTS Overall PBT incidence within Appalachia was 22.62 per 100,000, which is not significantly different from the non-Appalachian US (22.77/100,000, p = 0.1189). Malignant incidence was 5% higher in Appalachia (7.55/100,000 vs. 7.23/100,000, p < 0.0001), while non-malignant incidence was 3% lower (15.07/100,000 vs. 15.54/100,000, p < 0.0001). 5-year RS for malignant PBT was lower (31.4% vs. 36.0%), and mortality due to malignant PBT was higher in Appalachia (4.86/100,000 vs. 4.34/100,000, p < 0.0001). CONCLUSION Appalachia has increased malignant and decreased non-malignant PBT incidence, and poorer survival outcomes for malignant PBT compared to the non-Appalachian US.
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Affiliation(s)
- Quinn T Ostrom
- Central Brain Tumor Registry of the United States, Hinsdale, IL, USA.,Department of Medicine, Section of Epidemiology and Population Sciences, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Haley Gittleman
- Central Brain Tumor Registry of the United States, Hinsdale, IL, USA.,Department of Population and Quantitative Health Sciences, Case Comprehensive Cancer Center,, Case Western Reserve University School of Medicine, 2-526 Wolstein Research Building, 2103 Cornell Road, Cleveland, OH, 44106-7295, USA
| | - Carol Kruchko
- Central Brain Tumor Registry of the United States, Hinsdale, IL, USA
| | - Jill S Barnholtz-Sloan
- Central Brain Tumor Registry of the United States, Hinsdale, IL, USA. .,Department of Population and Quantitative Health Sciences, Case Comprehensive Cancer Center,, Case Western Reserve University School of Medicine, 2-526 Wolstein Research Building, 2103 Cornell Road, Cleveland, OH, 44106-7295, USA.
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Zahnd WE, Jenkins WD, James AS, Izadi SR, Steward DE, Fogleman AJ, Colditz GA, Brard L. Utility and Generalizability of Multistate, Population-Based Cancer Registry Data for Rural Cancer Surveillance Research in the United States. Cancer Epidemiol Biomarkers Prev 2018; 27:1252-1260. [PMID: 29563132 DOI: 10.1158/1055-9965.epi-17-1087] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Revised: 02/02/2018] [Accepted: 03/16/2018] [Indexed: 11/16/2022] Open
Abstract
More than 46 million Americans live in rural areas, but rural populations remain relatively understudied in cancer disparities research. However, several analyses of multistate cancer registry data that describe the rural cancer incidence burden have been recently published. In light of this, our article aims to characterize the utility and generalizability of multistate, population-based cancer registry datasets for rural cancer surveillance research. First, we describe the accessibility, geographic coverage, available variables, and strengths and weaknesses of five data sources. Second, we evaluate two of these data sources-the North American Association of Central Cancer Registries (NAACCR) public use dataset (93% population coverage) and the Surveillance Epidemiology and End Results (SEER) 18 dataset (28% population coverage)-on their characterization of rural-urban cancer incidence rates and sociodemographic representation. The five data sources varied in geographic coverage and extent of available variables. SEER 18's cancer rates sociodemographic representation differed from the more geographically representative NAACCR data. We suggest that SEER increase its geographic coverage to improve their generalizability and to take advantage of their utility to assess disparities along the cancer control continuum. We also suggest that non-SEER data sources be utilized more frequently to capitalize on their extensive geographic coverage. Cancer Epidemiol Biomarkers Prev; 27(11); 1252-60. ©2018 AACR.
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Affiliation(s)
- Whitney E Zahnd
- Office of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, Illinois.
| | - Wiley D Jenkins
- Office of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Aimee S James
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, and Siteman Cancer Center St. Louis, Missouri
| | - Sonya R Izadi
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, and Siteman Cancer Center St. Louis, Missouri
| | - David E Steward
- Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Amanda J Fogleman
- Office of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, Illinois
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, and Siteman Cancer Center St. Louis, Missouri
| | - Laurent Brard
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Southern Illinois University School of Medicine, Springfield, Illinois.,Simmons Cancer Institute at SIU, Southern Illinois University School of Medicine, Springfield, Illinois
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