Related Experiment Video
Updated: Dec 20, 2025

Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies
Published on: September 15, 2023
[Study design and statistical methods used for integrative analysis on multi-omics in cancer epidemiology]
1Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150081, China.
Abstract:
Rapid development of biotechnology provides us with large number of omics data from different angles in biological research, including genomics, transcriptomics, proteomics, metabolomics and epigenetics. However, any single technology cannot reflect the entire picture of the biological complexity of most tumors. The integration of multiple technologies has emerged as a new approach to provide a more comprehensive view on the biological aspects of tumors. Despite the maturing of acquisition and processing approaches regarding the various omics data, integration of multi-omics data still needs to be developed. In this paper, we summarize the applications of various omics approaches in the field of cancer research, focusing on the current status of integration of omics data in the study design and strategies on cancer research.
More Related Videos
07:41Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
08:51Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
Related Concept Videos
Cancer Survival Analysis
Statistical Methods for Analyzing Epidemiological Data
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...
Introduction to Epidemiology
Comparing the Survival Analysis of Two or More Groups
Study Design in Statistics
Does aspirin reduce the risk of heart attacks? Is one brand of fertilizer more effective at growing roses than another? Is fatigue as dangerous to a driver as the influence of alcohol? Questions like these are answered using randomized experiments with proper...