The datasets contain comparative transcriptome data of Clostridium autoethanogenum in different environmental conditions, as described in Chapter 6 of the PhD Thesis of Martijn Diender (February 2019). Data was collected and analysed at Wageningen University, the laboratory of microbiology and is part of a project funded by a SIAM gravitation grant (024.002.002