NextProd

Industrial production of protein based products such as enzymes and pharmaceutical proteins is carried out in cell factories, organisms optimized to provide maximum yield through fine tuned adjustment of their metabolism. Even modest increases in the yield will have large societal value, not only in form of cheaper products (such as food, consumer products and drugs) and bigger earnings, but will also significantly contribute to a more sustainable and a green production. Improvement of cell factories therefore holds a large potential for growth on the long run. owever, traditional optimization techniques, based on the class of genes encoding proteins, have been applied to such an extent that real improvements no longer seem realistic despite that current protein yields are significantly below the theoretical carbon yield. Conversely, the often ignored class of genes not coding for proteins, the non-coding RNAs (ncRNAs) have not been explored for optimization and thus hold a completely untouched potential, in part because ncRNA often is involved in regulation.

Research

The goal of the project is to construct next generation cell factories based on manipulation of ncRNAs. This will be accomplished by combining computational and experimental techniques to comprehensively characterize ncRNAs in different strains of Bacillus subtilis, which is an important production organism. The computational approach will provide an in depth annotation for known ncRNA genes and RNA structural regulatory elements (of which some may be located on transcripts of protein coding genes) as well as a thorough map of de novo predicted (structured) ncRNAs. The experimental approach will provide ncRNA expression data and an RNA structure profile (by a high-throughput SHAPE-seq strategy) for each of the strains. The ncRNA data will be correlated to the yield of the different strains to identify ncRNAs that are good candidates for affecting yield. These ncRNAs will then be screened in an assay resembling a real production set-up to identify the ncRNAs that can be used to improve yield. The next step is to propagate these into an industrial development flow with the aim of testing and preparing for actual industrial application. In addition, the project will make the settings, tools etc available to be freely used for development of next generation cell factories from other expression systems, e.g. those based on Aspergillus.

Publications

CRISPRi screen for enhancing heterologous alpha-amylase yield in Bacillus subtilis

Geissler AS, Fehler AO, Poulsen LD, Gonzalez-Tortuero E, Kallehauge TB, Alkan F, Anthon C, Seemann SE, Rasmussen MD, Breuner A, Hjort C, Vinther J, Gorodkin J* J Ind Microbiol Biotechnol. 2023 Feb 17;50(1):kuac028
[ PubMed | Paper ]

The Bacillaceae-1 RNA motif comprises two distinct classes

Gonzalez-Tortuero E, Anthon C, Havgaard JH, Geissler AS, Breuner A, Hjort C, Gorodkin J*, Seemann SE* Gene. 2022 Oct 20;841:146756. Epub 2022 Jul 26
[ PubMed | Paper ]

The impact of PrsA over-expression on the Bacillus subtilis transcriptome during fed-batch fermentation of alpha-amylase production

Geissler AS, Poulsen LD, Doncheva NT, Anthon C, Seemann SE, Gonzalez-Tortuero E, Breuner A, Jensen LJ, Hjort C, Vinther J, Gorodkin J* Front Microbiol. 2022 Aug 4;13:909493. eCollection 2022
[ PubMed | Paper | Dataresource ]

Flagella disruption in Bacillus subtilis increases amylase production yield

Fehler AO, Kallehauge TB*, Geissler AS, Gonzalez-Tortuero E, Seemann SE, Gorodkin J, Vinther J* Microb Cell Fact. 2022 Jul 2;21(1):131
[ PubMed | Paper ]

BSGatlas: a unified Bacillus subtilis genome and transcriptome annotation atlas with enhanced information access

Geissler AS, Anthon C, Alkan F, Gonzalez-Tortuero E, Poulsen LD, Kallehauge TB, Breuner A, Seemann SE, Vinther J, Gorodkin J* Microb Genom. 2021 Feb;7(2):000524
[ PubMed | Paper | Dataresource ]

Excess Primer Degradation by Exo I Improves the Preparation of 3′ cDNA Ligation-Based Sequencing Libraries

Enroth CH, Fehler AO, Poulsen LD, Vinther J* BioTechniques 2019, 67(3):110-116
[ Paper ]

RNA-Seq for Bacterial Gene Expression

Poulsen LD, Vinther J* Current Protocols in Nucleic Acid Chemistry 2018, 73(1):e55
[ Paper ]