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 PATH to facilitate an optimized search for heterologous biosynthetic pathway routes. PATH 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 PATH is more efficient in ranking functional pathways. To illustrate the effectiveness of PATH, we further provide case studies focused on isoprene production and the biodegradation of cocaine. PATH is free for academic and nonprofit users and can be accessed at https://www.cbrc.kaust.edu.sa/pathcre8/.
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http://dx.doi.org/10.1021/acssynbio.0c00058 | DOI Listing |
Nucleic Acids Res
January 2025
School of Biological Sciences, University of Edinburgh, Edinburgh, EH9 3JH, United Kingdom.
The growing demand for biological products drives many efforts to maximize expression of heterologous proteins. Advances in high-throughput sequencing can produce data suitable for building sequence-to-expression models with machine learning. The most accurate models have been trained on one-hot encodings, a mechanism-agnostic representation of nucleotide sequences.
View Article and Find Full Text PDFClin Transl Immunology
January 2025
Infectious Diseases Group, Infection, Immunity and Global Health Theme Murdoch Children's Research Institute Parkville VIC Australia.
Objectives: Bacille Calmette-Guérin (BCG) vaccination has off-target effects on disease risk for unrelated infections and immune responses to vaccines. This study aimed to determine the immunomodulatory effects of BCG vaccination on immune responses to vaccines against SARS-CoV-2.
Methods: Blood samples, from a subset of 275 SARS-CoV-2-naïve healthcare workers randomised to BCG vaccination (BCG group) or no BCG vaccination (Control group) in the BRACE trial, were collected before and 28 days after the primary course (two doses) of ChAdOx1-S (Oxford-AstraZeneca) or BNT162b2 (Pfizer-BioNTech) vaccination.
Microb Biotechnol
January 2025
Institute of Bio- and Geosciences, IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, Jülich, Germany.
Glucose is the most abundant monosaccharide and a principal substrate in biotechnological production processes. In Pseudomonas, this sugar is either imported directly into the cytosol or first oxidised to gluconate in the periplasm. While gluconate is taken up via a proton-driven symporter, the import of glucose is mediated by an ABC-type transporter, and hence both require energy.
View Article and Find Full Text PDFPhysiol Plant
January 2025
College of Life Sciences/ College of Agriculture, Yangtze University, Jingzhou, China.
Rac/Rop proteins, a kind of unique small GTPases in plants, play crucial roles in plant growth and development and in response to abiotic and biotic stresses. However, it is poorly understood whether cotton Rac/Rop protein genes are involved in mediating cotton resistance to Verticillium dahliae. Here, we focused on the function and mechanism of cotton Rac/Rop gene GhRac9 in the defense response to Verticillium dahliae infection.
View Article and Find Full Text PDFChembiochem
January 2025
Institute of Materia Medica, Chinese Academy of Medical Sciences & Peking Union Medical College, Department of Biosynthesis of Natural Products, 1# Xian Nong Tan Street, 100050, Beijing, CHINA.
There is no doubt that breakthroughs in the enzyme-mediated formation of the oxetane ring in paclitaxel biosynthesis constitute significant milestones in the biosynthesis of complex natural products. In this review, we summarize the understanding of the biosynthesis of the oxetane ring of paclitaxel from different viewpoints. Generally, it covers five aspects, (1) a different understanding of the mechanistic formation of the oxetane ring on the basis of sound chemical reasoning, (2) a reasonable speculation of the biosynthetic pathways and suitable surrogate substrates for oxetane ring formation based on the natural and chemical logical analysis, (3) Taxus genome-enabled enzymes identification, (4) the discovery of different enzymes that mediate oxetane ring formation, and (5) a mechanistic investigation involving the use of isotopic labelling experiments and quantum chemical calculations.
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