MAIVeSS: streamlined selection of antigenically matched, high-yield viruses for seasonal influenza vaccine production.

Vaccines are the main pharmaceutical intervention used against the global public health threat posed by influenza viruses. Timely selection of optimal seed viruses with matched antigenicity between vaccine antigen and circulating viruses and with high yield underscore vaccine efficacy and supply, respectively. Current methods for selecting influenza seed vaccines are labor intensive and time-consuming. Here, we report the Machine-learning Assisted Influenza VaccinE Strain Selection framework, MAIVeSS, that enables streamlined selection of naturally circulating, antigenically matched, and high-yield influenza vaccine strains directly from clinical samples by using molecular signatures of antigenicity and yield to support optimal candidate vaccine virus selection. We apply our framework on publicly available sequences to select A(H1N1)pdm09 vaccine candidates and experimentally confirm that these candidates have optimal antigenicity and growth in cells and eggs. Our framework can potentially reduce the optimal vaccine candidate selection time from months to days and thus facilitate timely supply of seasonal vaccines.

Neu5Gc binding loss of subtype H7 influenza A virus facilitates adaptation to gallinaceous poultry following transmission from waterbirds but restricts spillback.

Migratory waterfowl, gulls, and shorebirds serve as natural reservoirs for influenza A viruses, with potential spillovers to domestic poultry and humans. The intricacies of interspecies adaptation among avian species, particularly from wild birds to domestic poultry, are not fully elucidated. In this study, we investigated the molecular mechanisms underlying avian species barriers in H7 transmission, particularly the factors responsible for the disproportionate distribution of poultry infected with A/Anhui/1/2013 (AH/13)-lineage H7N9 viruses. We hypothesized that the differential expression of N-glycolylneuraminic acid (Neu5Gc) among avian species exerts selective pressure on H7 viruses, shaping their evolution and enabling them to replicate and transmit efficiently among gallinaceous poultry, particularly chickens. Our glycan microarray and biolayer interferometry experiments showed that AH/13-lineage H7N9 viruses exclusively bind to Neu5Ac, in contrast to wild waterbird H7 viruses that bind both Neu5Ac and Neu5Gc. Significantly, reverting the V179 amino acid in AH/13-lineage back to the I179, predominantly found in wild waterbirds, expanded the binding affinity of AH/13-lineage H7 viruses from exclusively Neu5Ac to both Neu5Ac and Neu5Gc. When cultivating H7 viruses in cell lines with varied Neu5Gc levels, we observed that Neu5Gc expression impairs the replication of Neu5Ac-specific H7 viruses and facilitates adaptive mutations. Conversely, Neu5Gc deficiency triggers adaptive changes in H7 viruses capable of binding to both Neu5Ac and Neu5Gc. Additionally, we assessed Neu5Gc expression in the respiratory and gastrointestinal tissues of seven avian species, including chickens, Canada geese, and various dabbling ducks. Neu5Gc was absent in chicken and Canada goose, but its expression varied in the duck species. In summary, our findings reveal the crucial role of Neu5Gc in shaping the host range and interspecies transmission of H7 viruses. This understanding of virus-host interactions is crucial for developing strategies to manage and prevent influenza virus outbreaks in diverse avian populations.

Strategies for optimizing acetyl-CoA formation from glucose in bacteria.

Acetyl CoA is an important precursor for various chemicals. We provide a metabolic engineering guideline for the production of acetyl-CoA and other end products from a bacterial chassis. Among 13 pathways that produce acetyl-CoA from glucose, 11 lose carbon in the process, and two do not. The first 11 use the Embden-Meyerhof-Parnas (EMP) pathway to produce redox cofactors and gain or lose ATP. The other two pathways function via phosphoketolase with net consumption of ATP, so they must therefore be combined with one of the 11 glycolytic pathways or auxiliary pathways. Optimization of these pathways can maximize the theoretical acetyl-CoA yield, thereby minimizing the overall cost of subsequent acetyl-CoA-derived molecules. Other strategies for generating hyper-producer strains are also addressed.

CRISPR-Associated Transposase System Can Insert Multiple Copies of Donor DNA into the Same Target Locus.

The CRISPR-associated transposase system enables site-specific DNA integration on the genome independent of homologous recombination. Previous studies have demonstrated that the type V-K CRISPR-associated Tn7-like transposase system from Scytonema hofmanni and the type I-F system from Vibrio cholerae have strong target immunity like Tn7, and therefore two or more copies of the donor DNA would not be inserted into the same target location in theory. In this paper, we report that the type I-F system can insert multiple donor copies into one site, which was identified and confirmed by single-strain identification and high-throughput sequencing. This result is beneficial for our application of multicopy chromosomal integration by CRISPR-associated transposases, allowing more donor insertions into the chromosome. This unexpected result shows that the target immunity mechanism of this system has not been fully understood. Attention should be paid to the possibility of multiple insertions and their effects in related research.

Recent progress on n-butanol production by lactic acid bacteria.

n-Butanol is an essential chemical intermediate produced through microbial fermentation. However, its toxicity to microbial cells has limited its production to a great extent. The anaerobe lactic acid bacteria (LAB) are the most resistant to n-butanol, so it should be the first choice for improving n-butanol production. The present article aims to review the following aspects of n-butanol production by LAB: (1) the tolerance of LAB to n-butanol, including its tolerance level and potential tolerance mechanisms; (2) genome editing tools in the n-butanol-resistant LAB; (3) methods of LAB modification for n-butanol production and the production levels after modification. This review will provide a theoretical basis for further research on n-butanol production by LAB.

Orthogonal CRISPR-associated transposases for parallel and multiplexed chromosomal integration.

Cell engineering is commonly limited to the serial manipulation of a single gene or locus. The recently discovered CRISPR-associated transposases (CASTs) could manipulate multiple sets of genes to achieve predetermined cell diversity, with orthogonal CASTs being able to manipulate them in parallel. Here, a novel CAST from Pseudoalteromonas translucida KMM520 (PtrCAST) was characterized without a protospacer adjacent motif (PAM) preference which can achieve a high insertion efficiency for larger cargo and multiplexed transposition and tolerate mismatches out of 4-nucleotide seed sequence. More importantly, PtrCAST operates orthogonally with CAST from Vibrio cholerae Tn6677 (VchCAST), though both belonging to type I-F3. The two CASTs were exclusively active on their respective mini-Tn substrate with their respective crRNAs that target the corresponding 5 and 2 loci in one Escherichia coli cell. The multiplexed orthogonal MUCICAT (MUlticopy Chromosomal Integration using CRISPR-Associated Transposases) is a powerful tool for cell programming and appears promising with applications in synthetic biology.

Programming Cells by Multicopy Chromosomal Integration Using CRISPR-Associated Transposases.

Directed evolution and targeted genome editing have been deployed to create genetic variants with usefully altered phenotypes. However, these methods are limited to high-throughput screening methods or serial manipulation of single genes. In this study, we implemented multicopy chromosomal integration using CRISPR-associated transposases (MUCICAT) to simultaneously target up to 11 sites on the Escherichia coli chromosome for multiplex gene interruption and/or insertion, generating combinatorial genomic diversity. The MUCICAT system was improved by replacing the isopropyl-beta-D-thiogalactoside (IPTG)-dependent promoter to decouple gene editing and product synthesis and truncating the right end to reduce the leakage expression of cargo. We applied MUCICAT to engineer and optimize the N-acetylglucosamine (GlcNAc) biosynthesis pathway in E. coli to overproduce the industrially important GlcNAc in only 8 days. Two rounds of transformation, the first round for disruption of two degradation pathways related gene clusters and the second round for multiplex integration of the GlcNAc gene cassette, would generate a library with 1-11 copies of the GlcNAc cassette. We isolated a best variant with five copies of GlcNAc cassettes, producing 11.59 g/L GlcNAc, which was more than sixfold than that of the strain containing the pET-GNAc plasmid. Our multiplex approach MUCICAT has potential to become a powerful tool of cell programing and can be widely applied in many fields such as synthetic biology.

Engineering the oleaginous yeast Yarrowia lipolytica for ß-farnesene overproduction.

ß-farnesene is a sesquiterpenoid with various industrial applications which is now commercially produced by a Saccharomyces cerevisiae strain obtained by random mutagenesis and genetic engineering. We rationally designed a genetically defined Yarrowia lipolytica through recovery of L-leucine biosynthetic route, gene dosage optimization of ß-farnesene synthase and disruption of the competition pathway. The resulting ß-farnesene titer was improved from 8 to 345 mg L-1 . Finally, the strategy for decreasing the lipid accumulation by individually and iteratively knocking out four acyltransferases encoding genes was adopted. The result displayed that ß-farnesene titer in the engineered strain CIBT6304 in which acyltransferases (DGA1 and DGA2) were deleted increased by 45% and reached 539 mg L-1 (88 mg g-1 DCW). Using fed-batch fermentation, CIBT6304 could produce the highest ß-farnesene titer (22.8 g L-1 ) among the genetically defined strains. This study will provide the foundation of engineering Y. lipolytica to produce other terpenoids more cost-efficiently.