PRS Risk Models Explained
Understand how polygenic risk scores are calculated from GWAS data, validated across populations, and what they mean for clinical risk assessment. Learn to interpret PRS responsibly and integrate them into personalized medicine workflows.
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QC for Genomic Pipelines
Quality control is the backbone of accurate genomics. Discover best practices for FastQC, MultiQC, and variant calling QC metrics. Learn to identify common pitfalls and ensure robust, reproducible variant calls in your bioinformatics workflow.
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Transcriptomics Simplified
A beginner-friendly guide to RNA-Seq analysis: from experimental design and library preparation to differential expression analysis with DESeq2 and edgeR. Understand normalization, batch effects, and pathway enrichment.
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Multi-Omics Integration
Learn how to combine genomic, transcriptomic, proteomic, and metabolomic data for a holistic view of biological systems. Explore tools like MOFA, mixOmics, and network-based approaches to uncover hidden biological insights.
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GWAS: From SNPs to Insights
Genome-wide association studies demystified. Understand Manhattan plots, significance thresholds, linkage disequilibrium, and how to interpret GWAS results. Learn about fine-mapping and functional annotation of significant variants.
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Variant Annotation Best Practices
From VCF files to clinical interpretation: master tools like ANNOVAR, VEP, and ClinVar integration. Learn ACMG guidelines for variant classification and how to prioritize pathogenic variants in clinical genomics.
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Single-Cell RNA-Seq Analysis
Dive into the world of single-cell transcriptomics. Learn about cell clustering, trajectory analysis, and marker gene identification using Seurat and Scanpy. Understand quality control metrics specific to scRNA-seq data.
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Pharmacogenomics Essentials
How genetic variants influence drug response and metabolism. Explore CYP450 polymorphisms, DPYD testing, and how pharmacogenomic data guides personalized drug dosing. Essential knowledge for precision medicine.
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Building Reproducible Pipelines
Master workflow managers like Nextflow and Snakemake for scalable, reproducible bioinformatics. Learn containerization with Docker and Singularity, and best practices for version control in computational biology.
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Metagenomics & Microbiome
Explore 16S rRNA and shotgun metagenomics analysis. Learn about taxonomic classification, functional profiling, and diversity metrics. Understand the microbiome's role in health, disease, and personalized nutrition.
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