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Predicting 7-year mortality for use with evidence-based guidelines for Prostate-Specific Antigen (PSA) testing: findings from a large prospective study of 123 697 Australian men
- Source :
- BMJ Open
- Publication Year :
- 2018
- Publisher :
- BMJ, 2018.
-
Abstract
- ObjectivesTo develop and validate a prediction model for short-term mortality in Australian men aged ≥45years, using age and self-reported health variables, for use when implementing the Australian Clinical Practice Guidelines for Prostate-Specific Antigen (PSA) Testing and Early Management of Test-Detected Prostate Cancer. Implementation of one of the Guideline recommendations requires an estimate of 7-year mortality.DesignProspective cohort study using questionnaire data linked to mortality data.SettingMen aged ≥45years randomly sampled from the general population of New South Wales, Australia, participating in the 45 and Up Study.Participants123 697 men who completed the baseline postal questionnaire (distributed from 1 January 2006 to 31 December 2008) and gave informed consent for follow-up through linkage of their data to population health databases.Primary outcome measuresThe primary outcome was all-cause mortality.Results12 160 died during follow-up (median=5.9 years). Following age-adjustment, self-reported health was the strongest predictor of all-cause mortality (C-index: 0.827; 95% CI 0.824 to 0.831). Three prediction models for all-cause mortality were validated, with predictors: Model-1: age group and self-rated health; Model-2: variables common to the 45 and Up Study and the Australian Health Survey and subselected using stepwise regression and Model-3: all variables selected using stepwise regression. Final predictions calibrated well with observed all-cause mortality rates. The 90th percentile for the 7-year mortality risks ranged from 1.92% to 83.94% for ages 45–85 years.ConclusionsWe developed prediction scores for short-term mortality using age and self-reported health measures and validated the scores against national mortality rates. Along with age, simple measures such as self-rated health, which can be easily obtained without physical examination, were strong predictors of all-cause mortality in the 45 and Up Study. Seven-year mortality risk estimates from Model-3 suggest that the impact of the mortality risk prediction tool on men’s decision making would be small in the recommended age (50–69 years) for PSA testing, but it may discourage testing at older ages.
- Subjects :
- Male
Epidemiology
01 natural sciences
Cohort Studies
Disability Evaluation
010104 statistics & probability
0302 clinical medicine
Cause of Death
Medicine
Prospective Studies
030212 general & internal medicine
Prospective cohort study
Early Detection of Cancer
Self-rated health
Aged, 80 and over
validation
education.field_of_study
Evidence-Based Medicine
Mortality rate
45 and up study
General Medicine
Middle Aged
Australian men
Kallikreins
Guideline Adherence
New South Wales
Risk
Population
Population health
self-rated health
03 medical and health sciences
Predictive Value of Tests
Early Medical Intervention
Humans
0101 mathematics
mortality prediction
education
Aged
business.industry
Proportional hazards model
Research
Prostatic Neoplasms
Prostate-Specific Antigen
cox model
Stepwise regression
calibration
Survival Analysis
Early Diagnosis
life expectancy
Life expectancy
business
Demography
Subjects
Details
- ISSN :
- 20446055
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- BMJ Open
- Accession number :
- edsair.doi.dedup.....a17c09081ac6434998b78874d70c79d1
- Full Text :
- https://doi.org/10.1136/bmjopen-2018-022613