TY - JOUR
T1 - PATHcre8: A Tool That Facilitates the Searching for Heterologous Biosynthetic Routes
AU - Motwalli, Olaa Amin
AU - Uludag, Mahmut
AU - Mijakovic, Ivan
AU - Alazmi, Meshari
AU - Bajic, Vladimir B.
AU - Gojobori, Takashi
AU - Gao, Xin
AU - Essack, Magbubah
N1 - KAUST Repository Item: Exported on 2020-11-20
Acknowledged KAUST grant number(s): BAS/1/1059-01-01, BAS/1/1606-01-01, BAS/1/1624-01-01, FCC/1/1976-02-01, FCC/1/1976-17-01, FCC/1/1976-26-01
Acknowledgements: This work has been supported by the King Abdullah University of Science and Technology (KAUST) Base Research Fund BAS/1/1606-01-01, BAS/1/1059-01-01, BAS/1/1624-01-01, as well as through the Awards No. FCC/1/1976-02-01, FCC/1/1976-17-01, FCC/1/1976-16-01, and FCC/1/1976-26-01 from the KAUST Office of Sponsored Research (OSR). Also, the Novo Nordisk Foundation Grant NNF10CC1016517
awarded to IM.
PY - 2020/11/17
Y1 - 2020/11/17
N2 - Developing computational tools that can facilitate the rational design of cell factories producing desired products at increased yields is challenging, as the tool needs to take into account that the preferred host organism usually has compounds that are consumed by competing reactions that reduce the yield of the desired product. On the other hand, the preferred host organisms may not have the native metabolic reactions needed to produce the compound of interest; thus, the computational tool needs to identify the metabolic reactions that will most efficiently produce the desired product. In this regard, we developed the generic tool PATHcre8 to facilitate an optimized search for heterologous biosynthetic pathway routes. PATHcre8 finds and ranks biosynthesis routes in a large number of organisms, including Cyanobacteria. The tool ranks the pathways based on feature scores that reflect reaction thermodynamics, the potentially toxic products in the pathway (compound toxicity), intermediate products in the pathway consumed by competing reactions (product consumption), and host-specific information such as enzyme copy number. A comparison with several other similar tools shows that PATHcre8 is more efficient in ranking functional pathways. To illustrate the effectiveness of PATHcre8, we further provide case studies focused on isoprene production and the biodegradation of cocaine. PATHcre8 is free for academic and nonprofit users and can be accessed at https://www.cbrc.kaust.edu.sa/pathcre8/.
AB - Developing computational tools that can facilitate the rational design of cell factories producing desired products at increased yields is challenging, as the tool needs to take into account that the preferred host organism usually has compounds that are consumed by competing reactions that reduce the yield of the desired product. On the other hand, the preferred host organisms may not have the native metabolic reactions needed to produce the compound of interest; thus, the computational tool needs to identify the metabolic reactions that will most efficiently produce the desired product. In this regard, we developed the generic tool PATHcre8 to facilitate an optimized search for heterologous biosynthetic pathway routes. PATHcre8 finds and ranks biosynthesis routes in a large number of organisms, including Cyanobacteria. The tool ranks the pathways based on feature scores that reflect reaction thermodynamics, the potentially toxic products in the pathway (compound toxicity), intermediate products in the pathway consumed by competing reactions (product consumption), and host-specific information such as enzyme copy number. A comparison with several other similar tools shows that PATHcre8 is more efficient in ranking functional pathways. To illustrate the effectiveness of PATHcre8, we further provide case studies focused on isoprene production and the biodegradation of cocaine. PATHcre8 is free for academic and nonprofit users and can be accessed at https://www.cbrc.kaust.edu.sa/pathcre8/.
UR - http://hdl.handle.net/10754/666037
UR - https://pubs.acs.org/doi/10.1021/acssynbio.0c00058
U2 - 10.1021/acssynbio.0c00058
DO - 10.1021/acssynbio.0c00058
M3 - Article
C2 - 33198455
SN - 2161-5063
JO - ACS Synthetic Biology
JF - ACS Synthetic Biology
ER -