Literature DB >> 34128919

Informatics Methods and Infrastructure Needed to Study Factors Associated with High Incidence of Pediatric Brain and Central Nervous System Tumors in Kentucky.

Eric B Durbin, W Jay Christian, Isaac Hands, Mateusz P Koptyra, Jong Cheol Jong, Tom C Badgett.   

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.

Entities:  

Keywords:  childhood cancer disparities; electronic pathology reporting; pediatric brain and nervous system tumors; spatiotemporal scan statistics; vital tissue repository

Mesh:

Year:  2020        PMID: 34128919      PMCID: PMC8276276     

Source DB:  PubMed          Journal:  J Registry Manag        ISSN: 1945-6131


  21 in total

1.  The Major Causes of Death in Children and Adolescents in the United States.

Authors:  Rebecca M Cunningham; Maureen A Walton; Patrick M Carter
Journal:  N Engl J Med       Date:  2018-12-20       Impact factor: 91.245

2.  Data sharing for pediatric cancers.

Authors:  Olena Morozova Vaske; David Haussler
Journal:  Science       Date:  2019-03-15       Impact factor: 47.728

Review 3.  Data Commons to Support Pediatric Cancer Research.

Authors:  Samuel L Volchenboum; Suzanne M Cox; Allison Heath; Adam Resnick; Susan L Cohn; Robert Grossman
Journal:  Am Soc Clin Oncol Educ Book       Date:  2017

4.  A U.S. "Cancer Moonshot" to accelerate cancer research.

Authors:  Dinah S Singer; Tyler Jacks; Elizabeth Jaffee
Journal:  Science       Date:  2016-09-07       Impact factor: 47.728

5.  Evaluating cluster alarms: a space-time scan statistic and brain cancer in Los Alamos, New Mexico.

Authors:  M Kulldorff; W F Athas; E J Feurer; B A Miller; C R Key
Journal:  Am J Public Health       Date:  1998-09       Impact factor: 9.308

6.  Cancer statistics, 2020.

Authors:  Rebecca L Siegel; Kimberly D Miller; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2020-01-08       Impact factor: 508.702

7.  Key Implications of Data Sharing in Pediatric Genomics.

Authors:  Vasiliki Rahimzadeh; Christoph Schickhardt; Bartha M Knoppers; Karine Sénécal; Danya F Vears; Conrad V Fernandez; Stefan Pfister; Sharon Plon; Sharon Terry; Janet Williams; Marc S Williams; Martina Cornel; Jan M Friedman
Journal:  JAMA Pediatr       Date:  2018-05-01       Impact factor: 16.193

8.  Validity of Natural Language Processing for Ascertainment of EGFR and ALK Test Results in SEER Cases of Stage IV Non-Small-Cell Lung Cancer.

Authors:  Bernardo Haddock Lobo Goulart; Emily T Silgard; Christina S Baik; Aasthaa Bansal; Qin Sun; Eric B Durbin; Isaac Hands; Darshil Shah; Susanne M Arnold; Scott D Ramsey; Ramakanth Kavuluru; Stephen M Schwartz
Journal:  JCO Clin Cancer Inform       Date:  2019-05

9.  Geographic Variation in Pediatric Cancer Incidence - United States, 2003-2014.

Authors:  David A Siegel; Jun Li; S Jane Henley; Reda J Wilson; Natasha Buchanan Lunsford; Eric Tai; Elizabeth A Van Dyne
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2018-06-29       Impact factor: 17.586

Review 10.  Unlocking the potential of population-based cancer registries.

Authors:  Thomas C Tucker; Eric B Durbin; Jaclyn K McDowell; Bin Huang
Journal:  Cancer       Date:  2019-08-05       Impact factor: 6.860

View more
  1 in total

1.  Cancer Informatics for Cancer Centers: Scientific Drivers for Informatics, Data Science, and Care in Pediatric, Adolescent, and Young Adult Cancer.

Authors:  Anthony R Kerlavage; Anne C Kirchhoff; Jaime M Guidry Auvil; Norman E Sharpless; Kara L Davis; Karlyne Reilly; Gregory Reaman; Lynne Penberthy; Dennis Deapen; Amie Hwang; Eric B Durbin; Sara L Gallotto; Richard Aplenc; Samuel L Volchenboum; Allison P Heath; Bruce J Aronow; Jinghui Zhang; Olena Vaske; Todd A Alonzo; Paul C Nathan; Jenny N Poynter; Greg Armstrong; Erin E Hahn; Karen J Wernli; Casey Greene; Jack DiGiovanna; Adam C Resnick; Eve R Shalley; Sorena Nadaf; Warren A Kibbe
Journal:  JCO Clin Cancer Inform       Date:  2021-08
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.