Update README.txt

README.txt

@@ -31,7 +31,7 @@ INSTALL first all dependencies: See INSTALL.txt
 
 Run on every dataset:
 WARNING - Steps 3 to 7 are run separately for each dataset
-WARNING - They might take a ot of time to perform, so they can be parallelized on a cluster
+WARNING - They might take a lot of time to perform, so they can be parallelized on a cluster
 3 - Trimming, mapping, BAM file filtering and quality control
 4 - Calculate SeqDepth for peak detection techniques
 5 - HTSeq - Count number of reads per genes
@@ -42,11 +42,11 @@ WARNING - They might take a ot of time to perform, so they can be parallelized o
 Run only one time per project_name 
 8 - MultiQC for quality control
 9 - finalize peak detection by filtering out "bad" peaks
-10 - (Optionnal) Annotate all peaks from all different techniques
+10 - (Optional) Annotate all peaks from all different techniques
 11 - Regroup peaks from all the detection techniques, annotate them, find overlap position with genes and referent MeRIP-Seq, CLIPSeq and TREW
 
 Run on every dataset:
-12 - HTSeq - Count number of reads in each methylation sites detected
+12 - HTSeq - Count number of reads in each methylation site detected
 13 - Perform differential methylation sites analysis in R
 
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