Overview 1

• Lecture1.1
  Project Overview 10 min

Introduction 4

• Lecture2.1
  TCGA Project 10 min
• Lecture2.2
  Hepatocellular Carcinoma 10 min
• Lecture2.3
  Objectives and Methods 20 min
• Quiz2.1
  Quiz 10 questions

Pan-Cancer Analysis 4

Comparison of liver and breast cancer samples

• Lecture3.1
  Introduction
• Lecture3.2
  Principal component analysis 01 hour
• Lecture3.3
  Factor Regression Analysis 01 hour
• Assignment3.1
  Assignment 1 3 days

Exploratory Analysis for Classification of Clinical Phenotypes 4

Exploratory association of tumor stage, and risk factors with molecular signatures of gene expression based on data from 50 patients

• Lecture4.1
  Introduction 10 min
• Lecture4.2
  Stage Classification based on Gene Expression Data
• Lecture4.3
  Risk factor Classification based on gene expression Data 01 hour
• Assignment4.1
  Assignment 2 4 days

Multi-omics Integtration 4

3. Multi-omics integration: complex expression and signaling pathways associated in clinical manifestations of liver cancer.

• Lecture5.1
  Overview 01 hour
• Lecture5.2
  Multiomics Integration with SNF method 01 hour
• Lecture5.3
  Multiomics Integration with O2PLS method 01 hour
• Lecture5.4
  Conclusion 05 min

Sources and References 2

• Lecture6.1
  Datasets
• Lecture6.2
  Reference Publications