Blogs

Introduction to Chromatin Accessibility using Bulk ATAC-seq

In this tutorial, we move from the basic biology of DNA, nucleosomes, promoters, enhancers, and transcription factors to the practical analysis of bulk ATAC-seq data. Using two human cell states—IMR90 differentiated fibroblast-like cells and GM23338 iPSC-like cells—we explore how chromatin accessibility differs between cellular states, from sequencing quality control and peak detection to consensus peaks, TSS annotation, motif enrichment, and nearest-gene mapping. The goal is not only to understand what ATAC-seq measures, but also to develop an intuitive understanding of how accessibility patterns reveal the regulatory architecture underlying cell identity.

General Overview of Environmental Epidemiology

This repository contains a comprehensive tutorial on Environmental Epidemiology. The document provides a structured introduction to the field, focusing on how environmental exposures influence population health and disease outcomes.

A Comprehensive Introduction to Disability-Adjusted Life Years (DALY) and DisMod & CODEm

This post hosts a comprehensive document on Disability-Adjusted Life Years (DALY) and its role within the Global Burden of Disease (GBD) framework. The document provides a structured understanding of how population health is quantified by integrating both mortality and morbidity into a single metric.

Loki, the Tesseract, and the Secret of the Fourth Dimension

Loki, the Tesseract, and the Secret of the Fourth Dimension

Clastering in R

Clastering in R

Comprehensive Summary of Some Most Applicable Machine Learning Techniques

Comprehensive Summary of Some Most Applicable Machine Learning Techniques

Concept of ANOVA and Its Sample Size Calculation Formula

Concept of ANOVA and Its sample size calculation formula

What is Small Area Estimation? Let's understand!

Brief introduction on Small Area Estimation

How to convert Shiny app to a stand alone desktop application

How to convert Shiny app to a stand alone desktop application

How to Add Table of contents in a R Markdown and Jupyter Notebook Dodument

How to Add Table of contents in a R Markdown and Jupyter Notebook Dodument