Behavioral correlates of cortical semantic representations modeled by word vectors.

The quantitative modeling of semantic representations in the brain plays a key role in understanding the neural basis of semantic processing. Previous studies have demonstrated that word vectors, which were originally developed for use in the field of natural language processing, provide a powerful tool for such quantitative modeling. However, whether semantic representations in the brain revealed by the word vector-based models actually capture our perception of semantic information remains unclear, as there has been no study explicitly examining the behavioral correlates of the modeled brain semantic representations. To address this issue, we compared the semantic structure of nouns and adjectives in the brain estimated from word vector-based brain models with that evaluated from human behavior. The brain models were constructed using voxelwise modeling to predict the functional magnetic resonance imaging (fMRI) response to natural movies from semantic contents in each movie scene through a word vector space. The semantic dissimilarity of brain word representations was then evaluated using the brain models. Meanwhile, data on human behavior reflecting the perception of semantic dissimilarity between words were collected in psychological experiments. We found a significant correlation between brain model- and behavior-derived semantic dissimilarities of words. This finding suggests that semantic representations in the brain modeled via word vectors appropriately capture our perception of word meanings.

Catalytic mechanism and endo-to-exo selectivity reversion of an octalin-forming natural Diels-Alderase.

We have previously reported the identification of CghA, a proposed Diels-Alderase responsible for the formation of the bicyclic octalin core of the fungal secondary metabolite Sch210972. Here we show the crystal structure of the CghA-product complex at a resolution of 2.0 Å. Our result provides the second structural determination of eukaryotic Diels-Alderases and adds yet another fold to the family of proteins reported to catalyse [4 + 2] cycloaddition reactions. Site-directed mutagenesis-coupled kinetic characterization and computational analyses allowed us to identify key catalytic residues and propose a possible catalytic mechanism. Most interestingly, we were able to rationally engineer CghA such that the mutant was able to catalyse preferentially the formation of the energetically disfavoured exo adduct. This work expands our knowledge and understanding of the emerging and potentially widespread class of natural enzymes capable of catalysing stereoselective Diels-Alder reactions and paves the way towards developing enzymes potentially useful in various bio/synthetic applications.

Specialized Flavoprotein Promotes Sulfur Migration and Spiroaminal Formation in Aspirochlorine Biosynthesis.

Epidithiodiketopiperazines (ETPs) are a class of ecologically and medicinally important cyclodipeptides bearing a reactive transannular disulfide bridge. Aspirochlorine, an antifungal and toxic ETP isolated from Aspergillus oryzae used in sake brewing, deviates from the common ETP scaffold owing to its unusual ring-enlarged disulfide bridge linked to a spiroaminal ring system. Although this disulfide ring system is implicated in the biological activity of ETPs the biochemical basis for this derailment has remained a mystery. Here we report the discovery of a novel oxidoreductase (AclR) that represents the first-in-class enzyme catalyzing both a carbon-sulfur bond migration and spiro-ring formation, and that the acl pathway involves a cryptic acetylation as a prerequisite for the rearrangement. Genetic screening in A. oryzae identified aclR as the candidate for the complex biotransformation, and the aclR-deficient mutant provided the biosynthetic intermediate, unexpectedly harboring an acetyl group. In vitro assays showed that AclR alone promotes 1,2-sulfamyl migration, elimination of the acetoxy group, and spiroaminal formation. AclR features a thioredoxin oxidoreductase fold with a noncanonical CXXH motif that is distinct from the CXXC in the disulfide forming oxidase for the ETP biosynthesis. Crystallographic and mutational analyses of AclR revealed that the CXXH motif is crucial for catalysis, whereas the flavin-adenine dinucleotide is required as a support of the protein fold, and not as a redox cofactor. AclR proved to be a suitable bioinformatics handle to discover a number of related fungal gene clusters that potentially code for the biosynthesis of derailed ETP compounds. Our results highlight a specialized role of the thioredoxin oxidoreductase family enzyme in the ETP pathway and expand the chemical diversity of small molecules bearing an aberrant disulfide pharmacophore.

Enzymatic Amide Tailoring Promotes Retro-Aldol Amino Acid Conversion To Form the Antifungal Agent Aspirochlorine.

Aspirochlorine is an unusual antifungal cyclopeptide produced by Aspergillus oryzae, an important mold used for food fermentation. Whereas its structure suggested that a non-ribosomal peptide synthetase assembles the cyclopeptide from phenylalanine and glycine building blocks, labeling studies indicated that one Phe moiety is transformed into Gly after peptide formation. By means of genetic engineering, heterologous expression, biotransformations, and in vitro assays, we dissected and reconstituted four crucial steps in aspirochlorine biosynthesis, which involve two cytochrome P450 monooxygenases, (AclL and AclO), a methyltransferase (AclU), and a halogenase (AclH). We found that the installation of the N-methoxylation of the peptide bond sets the stage for a retro-aldol reaction that leads to the Phe-to-Gly conversion. The substrate scopes of the dedicated enzymes as well as bioassays revealed that the peptide editing has evolved to optimize the antifungal action of the natural product.

Total synthesis and complete structural assignment of yaku'amide A.

Here we report the first total synthesis and the complete stereochemical assignment of yaku'amide A. Yaku'amide A (1) was isolated from a sponge Ceratopsion sp. as an extremely potent cytotoxin. Its structure was determined except for the C4-stereochemistry in the N-terminal acyl group (NTA). This tridecapeptide consists of 2 proteinogenic and 11 nonproteinogenic amino acid residues and is capped with NTA and a C-terminal amine (CTA). α,ß-Dehydrovaline, E- and Z-α,ß-dehydroisoleucines are the most unusual nonproteinogenic residues of 1 and necessitated development of new methodologies for their assembly. Consequently, Cu-mediated cross-coupling reactions were efficiently employed for E/Z-selective syntheses of the three dipeptides with the dehydroisoleucines and for construction of the tetrapeptide with the dehydrovaline. The peptide was then elongated from the tetrapeptide in a stepwise fashion to deliver the two possible C4-epimers of 1. Extensive NMR studies revealed that the natural 1 possessed the C4S-stereochemistry, and biological assays using P388 mouse leukemia cells demonstrated that both C4-epimers possessed comparable toxicities. The present synthetic methodologies for construction of the highly unsaturated peptide sequence of 1 will allow studies of the relationships between the conformational properties of dehydro amino acid residues and cytotoxicity.