diff --git a/README.Rmd b/README.Rmd
index 4451eaf..6c86b00 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -24,7 +24,9 @@ knitr::opts_chunk$set(
 [![GitHub last commit](https://img.shields.io/github/last-commit/ruthkr/greatR)](https://github.com/ruthkr/greatR/commits/master)
 <!-- badges: end -->
 
-`greatR` (**G**ene **R**egistration from **E**xpression **a**nd **T**ime-courses in **R**) is a tool to register (align) two sets of gene expression profiles that users wish to compare. These gene profiles data will be referred as the query and the reference data. To match the ranges over time between those profiles, the timepoints of the query gene expression profiles will be transformed through stretching and shifting process. This tool uses a statistical model comparison based on a Bayesian approach to evaluate the optimality of the gene expression profiles alignment.
+`greatR` (**G**ene **R**egistration from **E**xpression **a**nd **T**ime-courses in **R**) is a tool to register (align) two sets of gene expression profiles that users wish to compare. 
+
+These gene profiles data will be referred as the **query** and the **reference** data. To match the time point ranges between those profiles, the time points of the **query** profiles will be transformed through a stretching and shifting process. This tool uses a statistical model comparison based on a Bayesian approach to evaluate the optimality of the gene expression profiles alignment.
 
 ## Package workflow
 
@@ -34,7 +36,7 @@ The flowchart below illustrates the workflow of the package given an input data:
 knitr::include_graphics("man/figures/greatR_workflow.png")
 ```
 
-More details on how to use this package are available on function documentations and the following vignettes:
+More details on how to use this package are available on [function documentations](https://ruthkr.github.io/greatR/reference/index.html) and the following vignettes:
 
 1. [Input data requirements](https://ruthkr.github.io/greatR/articles/data-requirement.html)
 2. [Register data](https://ruthkr.github.io/greatR/articles/register-data.html)
diff --git a/README.md b/README.md
index d8deba6..9ee6648 100644
--- a/README.md
+++ b/README.md
@@ -16,13 +16,14 @@ commit](https://img.shields.io/github/last-commit/ruthkr/greatR)](https://github
 
 `greatR` (**G**ene **R**egistration from **E**xpression **a**nd
 **T**ime-courses in **R**) is a tool to register (align) two sets of
-gene expression profiles that users wish to compare. These gene profiles
-data will be referred as the query and the reference data. To match the
-ranges over time between those profiles, the timepoints of the query
-gene expression profiles will be transformed through stretching and
-shifting process. This tool uses a statistical model comparison based on
-a Bayesian approach to evaluate the optimality of the gene expression
-profiles alignment.
+gene expression profiles that users wish to compare.
+
+These gene profiles data will be referred as the **query** and the
+**reference** data. To match the time point ranges between those
+profiles, the time points of the **query** profiles will be transformed
+through a stretching and shifting process. This tool uses a statistical
+model comparison based on a Bayesian approach to evaluate the optimality
+of the gene expression profiles alignment.
 
 ## Package workflow
 
@@ -31,8 +32,9 @@ input data:
 
 <img src="man/figures/greatR_workflow.png" width="100%" />
 
-More details on how to use this package are available on function
-documentations and the following vignettes:
+More details on how to use this package are available on [function
+documentations](https://ruthkr.github.io/greatR/reference/index.html)
+and the following vignettes:
 
 1.  [Input data
     requirements](https://ruthkr.github.io/greatR/articles/data-requirement.html)