R programming anlaysis

Sarantuya Sharavsambuu

gdp 2016

Assignment 4: Create a Dashboard

2

shiny Package Exploration

This Analysis explores the spatial distribution of distinct cell populations and their gene expression patterns within the mouse small intestine to understand its multifaceted biological roles. Key objectives include assessing the intestine's health status through biomarkers that reflect tissue integrity and functionality, as well as identifying the expression levels and spatial arrangements of disease-related biomarkers that may signal pathological changes. The immunological state is investigated by mapping immune cell types and processes to their specific intestinal regions, shedding light on localized immune responses. Additionally, the spatial variation of nutrient absorption genes is examined to determine functional specialization along the intestinal tract. Lastly, the study delves into microbiome-associated biomarkers to uncover their regional distribution and potential influence on intestinal health, nutrient absorption, and immune interactions.