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Biology subjects

Swartz, M.

Publications and source records attributed to Swartz, M..

3 recordsLinked to original sources

euka: Robust detection of eukaryotic taxa from modern and ancient environmental DNA using pangenomic reference graphs.

1. Ancient environmental DNA (eDNA) is a crucial source of in-formation for past environmental reconstruction. However, the com-putational analysis of ancient eDNA involves not only the inherited challenges of ancient DNA (aDNA) but also the typical difficulties of eDNA samples, such as taxonomic identification and abundance esti-mation of identified taxonomic groups. Current methods for ancient eDNA fall into those that only perform mapping followed by taxo-nomic identification and those that purport to do abundance estima-tion. The former leaves abundance estimates to users, while methods for the latter are not designed for large metagenomic datasets and are often imprecise and challenging to use. 2. Here, we introduce euka, a tool designed for rapid and accurate characterisation of ancient eDNA samples. We use a taxonomy-based pangenome graph of reference genomes for robustly assigning DNA sequences and use a maximum-likelihood framework for abundance estimation. At the present time, our database is restricted to mito-chondrial genomes of tetrapods and arthropods but can be expanded in future versions. 3. We find euka to outperform current taxonomic profiling tools as well as their abundance estimates. Crucially, we show that regardless of the filtering threshold set by existing methods, euka demonstrates higher accuracy. Furthermore, our approach is robust to sparse data, which is idiosyncratic of ancient eDNA, detecting a taxon with an average of fifty reads aligning. We also show that euka is consistent with competing tools on empirical samples and about ten times faster than current quantification tools. 4. eukas features are fine-tuned to deal with the challenges of ancient eDNA, making it a simple-to-use, all-in-one tool. It is available on GitHub: https://github.com/grenaud/vgan. euka enables re-searchers to quickly assess and characterise their sample, thus allowing it to be used as a routine screening tool for ancient eDNA.

bioinformatics↗

Polymersomes decorated with SARS-CoV-2 spike protein receptor binding domain elicit robust humoral and cellular immunity

A diverse portfolio of SARS-CoV-2 vaccine candidates is needed to combat the evolving COVID-19 pandemic. Here, we developed a subunit nanovaccine by conjugating SARS-CoV-2 Spike protein receptor binding domain (RBD) to the surface of oxidation-sensitive polymersomes. We evaluated the humoral and cellular responses of mice immunized with these surface-decorated polymersomes (RBDsurf) compared to RBD-encapsulated polymersomes (RBDencap) and unformulated RBD (RBDfree), using monophosphoryl lipid A-encapsulated polymersomes (MPLA PS) as an adjuvant. While all three groups produced high titers of RBD-specific IgG, only RBDsurf elicited a neutralizing antibody response to SARS-CoV-2 comparable to that of human convalescent plasma. Moreover, RBDsurf was the only group to significantly increase the proportion of RBD-specific germinal center B cells in the vaccination-site draining lymph nodes. Both RBDsurf and RBDencap drove similarly robust CD4+ and CD8+ T cell responses that produced multiple Th1-type cytokines. We conclude that multivalent surface display of Spike RBD on polymersomes promotes a potent neutralizing antibody response to SARS-CoV-2, while both antigen formulations promote robust T cell immunity.

bioengineering↗

Preparation and pharmacokinetics of genistein MePEG-PLGA copolymer micelles

In this report, we demonstrated a novel technique to prepare genistein (GEN) MePEG-PLGA copolymer micelles. Initial stability and pharmacokinetic behavior in rats after intravenous administration were investigated. The micelles were prepared by modified self-emulsifying solvent evaporation method. The morphology, encapsulation efficiency, drug loading, particle size and Zeta potential were investigated. The release behavior was investigated by dynamic membrane dialysis technique. The micelles were stored in a refrigerator at 4 {degrees}C, and samples were taken after 1 d, 10 d, 1 month, 3 months, and 6 months, and the encapsulation efficiency and drug loading were examined. The GEN micelles were injected into the tail vein of healthy rats. The blood concentration of GEN in rats was determined by HPLC. The plasma concentration data was processed by DAS 2.0 software. The main pharmacokinetic parameters were statistically analyzed by SPSS 17.0 software. Results The encapsulation efficiency of the prepared micelles was (84.43+/-2.93) %, the drug loading was (2.63+/-0.91) %, and the particle size was (63.75+/-4.12) nm. The release behavior of GEN micelles was in line with the Weibull model. The 6-month leakage rate of GEN micelles was 2.45%, and the drug loading decreased by 0.18%. The main pharmacokinetic parameters AUC0-t after GEN micelles and GEN emulsion 40 mg{middle dot}kg-1 were injected into the tail vein of rats. They were (99.46+/- 4.77) mg {middle dot} L-1 {middle dot}h and (57.51+/-1.37) mg{middle dot}L-1 {middle dot}h, and t1/2 were (7.48+/-1.15)h and (4.95+/- 1.15)h, respectively, and Cmax was (16.03+/-1.20) mg{middle dot}L-1 and (16.73+/-1.10) mg{middle dot}L-1, CL are (0.36+/-0.02) L{middle dot}h-1 {middle dot}kg-1 and (0.67+/-0.02)L{middle dot}h-1 {middle dot}kg-1.

bioengineering↗