Related Experiment Video
Updated: Apr 18, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Population-based multicase-control study in common tumors in Spain (MCC-Spain): rationale and study design
Gemma Castaño-Vinyals1, Nuria Aragonés2, Beatriz Pérez-Gómez2
1Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain; IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
This large Spanish study investigated environmental and genetic risk factors for five common cancers, including prostate, breast, colorectal, stomach, and chronic lymphocytic leukemia. Findings will aid cancer research and prevention strategies.
Area of Science:
- Epidemiology
- Genetics
- Environmental Health
Background:
- Cancer remains a significant public health concern globally and in Spain.
- Understanding the interplay of environmental and genetic factors is crucial for effective cancer prevention and control.
Purpose of the Study:
- To investigate the environmental and genetic risk factors associated with five common cancers in Spain.
- To establish a large population-based case-control study (MCC-Spain) for comprehensive etiological research.
- To identify potential pleiotropic effects of risk factors across different cancer types.
Main Methods:
- A population-based case-control study involving 10,106 participants (cases and controls) aged 20-85 across 12 Spanish provinces.
- Data collection included face-to-face interviews, food-frequency questionnaires, and collection of biological samples (blood, saliva).
- Genotyping was performed using an exome array, and clinical information/tumor samples were collected for cases.
Main Results:
- The study enrolled a substantial number of cases for prostate, breast, colorectal, gastro-oesophageal cancers, and chronic lymphocytic leukaemia, along with population controls.
- Participation rates varied across cancer types and control groups.
- Comprehensive data on sociodemographic factors, exposures, lifestyle, and genetic markers were collected for future analysis.
Conclusions:
- The MCC-Spain study provides a robust platform for evaluating etiological factors of common cancers.
- This initiative is expected to significantly advance cancer research and prevention efforts within Spain.
- The study's findings will contribute to a better understanding of cancer development and inform public health strategies.
Related Concept Videos
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Cancer Survival Analysis
Introduction to Epidemiology
Hazard Ratio
For example, in a clinical trial...
Statistical Methods for Analyzing Epidemiological Data

