diff --git a/Changelog b/Changelog
index b912c118..b724ec09 100644
--- a/Changelog
+++ b/Changelog
@@ -5,13 +5,12 @@
 ### Changed
 - Updated the TMT-Integrator to match with the version v4.0.0
 - Updated the pickedFDR filter
-- Replaced the cRAP contaminant database with the Universal Protein Contaminants from Frankenfield et al. (10.1021/acs.jproteome.2c00145)
 - The pipeline command now accepts annotation files with prefixes
 - Updated PTMProphet to the latest release
-- Updated the database fecth with the new UniProt API (The new API is still unstable, people might experience hicups with certain cases, specially non-model organisms without reviewed sequences)
+- Updated the database fetch with the new UniProt API (The new API is still unstable, people might experience hicups with certain cases, specially non-model organisms without reviewed sequences)
 
 ### Fixed
 - Contaminant tags are now added to Human sequences as well
 - Several minor fixes and updates
 - Added a fix to fix errorrs causes by division-by-zero errors (PR by @chhh)
-- Fixed the protein coverage calculations to take into acount all peptides
\ No newline at end of file
+- Fixed the protein coverage calculations to take into account all peptides
\ No newline at end of file
diff --git a/README.md b/README.md
index 2d07ab7a..64cbce86 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 </p>
 
 [![Release](https://img.shields.io/github/release/nesvilab/philosopher.svg?color=purple&style=for-the-badge)](https://github.com/Nesvilab/philosopher/releases/latest)
-![Golang](https://img.shields.io/badge/Go-1.18.2-blue.svg?style=for-the-badge)
+![Golang](https://img.shields.io/badge/Go-1.19.3-blue.svg?style=for-the-badge)
 [![Go Report Card](https://goreportcard.com/badge/github.com/Nesvilab/philosopher?style=for-the-badge&color=red&logo=appveyor)](https://goreportcard.com/report/github.com/Nesvilab/philosopher)
 ![GitHub](https://img.shields.io/github/license/Nesvilab/philosopher?style=for-the-badge)
 ![](https://img.shields.io/github/downloads/Nesvilab/philosopher/total.svg?color=red&style=for-the-badge)