Before revision:  The reconstruction of gene regulatory networks from observational data is a challenging task, especially , considering the large number of involved players (e.g. genes) and much fewer biological replicates available for analysis.
After revision:  The reconstruction of gene regulatory networks from observational data is a challenging task, especially , considering the large number of players (e.g. genes) and much fewer biological replicates available for analysis.