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Brock University

Associations Between Personal Cancer History and Lung Cancer Risk

Abstract

dc:description.abstract

The study aim was to investigate the relationship between factors related to personal cancer history and lung cancer risk as well as assess their predictive utility. Characteristics of interest included the number, anatomical site(s), and age of onset of previous cancer(s). Data from the Prostate, Lung, Colorectal and Ovarian Screening (PLCO) Cancer Screening Trial (N = 154,901) and National Lung Screening Trial (N = 53,452) were analysed. Logistic regression models were used to assess the relationships between each variable of interest and 6-year lung cancer risk. Predictive utility was assessed through changes in area-under-the-curve (AUC) after substitution into the PLCOall2014 lung cancer risk prediction model. Previous lung, uterine and oral cancers were strongly and significantly associated with elevated 6-year lung cancer risk after controlling for confounders. None of these refined measures of personal cancer history offered more predictive utility than the simple (yes/no) measure already included in the PLCOall2014 model.

Degree

thesis:*
Name thesis:degree_name
M.Sc. Applied Health Sciences
Level thesis:degree_level
Masters
Discipline thesis:degree_discipline
Faculty of Applied Health Sciences
Department dc:contributor.department
Applied Health Sciences Program
Grantor
Brock University
Year dc:date.issued
2015

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Everett, Karl

Subjects

dc:subject × 5

Rights

Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/10464/7072
OAI identifier oai:identifier
oai:brocku.scholaris.ca:10464/7072

Chain of custody

source
Harvested from
Brock University
Base URL
brocku.scholaris.ca/server/oai/request
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Everett, Karl. Associations Between Personal Cancer History and Lung Cancer Risk. Masters thesis, Brock University, 2015. http://hdl.handle.net/10464/7072