Related Experiment Video
Updated: Apr 29, 2026

Detecting Anastasis In Vivo by CaspaseTracker Biosensor
Published on: February 1, 2018
Pooling prospective studies to investigate the etiology of second cancers
Amanda Black1, Todd M Gibson1, Meredith S Shiels1
1Division of Cancer Epidemiology and Genetics;
Background:
With over 13 million cancer survivors in the United States today, second cancers are of rapidly growing importance. However, data on nontreatment risk factors for second cancers are sparse. We explored the feasibility of pooling data from cohort studies of cancer incidence to investigate second cancer etiology.
Methods:
We combined data from five prospective studies including more than 800,000 individuals. We compared study designs and populations; evaluated availability of and ability to harmonize risk factor data; compared incidence and survival for common first primary malignancies and incidence of second primary malignancies; and estimated sample size requirements.
Results:
Overall, 96,513 incident, first primary malignancies were diagnosed during 1985 to 2009. Incidence rates and survival following the first primary varied among the cohorts, but most of the heterogeneity could be explained by characteristics of the study populations (age, sex, smoking, and screening rates). A total of 7,890 second primary cancers (excluding original primary site) were identified, yielding sufficient statistical power (≥80%) for detecting modest associations with risk of all second cancers among survivors of common first primary malignancies (e.g., colorectal cancer); however, there were insufficient events for studying survivors of rarer cancers or identifying risk factors for specific second cancers.
Conclusions:
Pooling data from cohort studies to investigate nontreatment risk factors for second primary cancers seems feasible but there are important methodologic issues-some of which are barriers to specific research questions-that require special attention.
Impact:
Increased understanding of nontreatment risk factors for second cancers will provide valuable prevention and surveillance information.
Related Concept Videos
Cancer Survival Analysis
Cancer Prevention
Some...
Longitudinal Research
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Statistical Methods for Analyzing Epidemiological Data
Criteria for Causality: Bradford Hill Criteria - II

