Design, synthesis and glycosidase inhibition of DAB derivatives with C-4 peptide and dipeptide branches.

A series of DAB-peptide and DAB-dipeptide derivatives were synthesized from D-tartrate-derived nitrone 18. The DAB peptides 16 are derivatives of trans,trans-3,4-dihydroxy-L-proline. Glycosidase inhibition assay found four of them to be weak and selective bovine liver ß-galactosidase inhibitors, and the C-2' methyl substituted compound 23b showed the most potent ß-galactosidase inhibition (IC50 = 0.66 µM). Molecular docking studies revealed different docking modes of compound 23b compared to those of other DAB-peptides, and partial similarity of compound 23b to DGJ.

Nanomolar ß-glucosidase and ß-galactosidase inhibition by enantiomeric α-1-C-alkyl-1,4-dideoxy-1,4-imino-arabinitol derivatives.

A series of α-1-C-alkyl DAB (1,4-dideoxy-1,4-imino-d-arabinitol) and LAB (1,4-dideoxy-1,4-imino-l-arabinitol) derivatives with aryl substituents have been designed as analogues of broussonetine W (12), and assayed as glycosidase inhibitors. While the inhibition spectrum of α-1-C-alkyl DAB derivative 16 showed a good correlation to that of broussonetine W (12), introduction of substituents on the terminal aryl (17a-f) or hydroxyl groups at C-1' position of the alkyl chains (18a-e) decreased their α-glucosidase inhibitions but greatly improved their inhibitions of bovine liver ß-glucosidase and ß-galactosidase. Furthermore, epimerization of C-1' configurations of compounds 18a-e clearly lowered their inhibition potency of bovine liver ß-glucosidase and ß-galactosidase. Notably, some of the α-1-C-alkyl DAB derivatives were also found to have potent human lysosome ß-glucosidase inhibitions. In contrast, enantiomers of compounds 18a-e and 1'-epi-18a-e generally showed increased α-glucosidase inhibitions, but sharply decreased bovine liver ß-glucosidase and ß-galactosidase inhibitions. Molecular docking calculations unveiled the novel two set of binding modes for each series of compounds; introduction of C-1' hydroxyl altered the conformations of the pyrrolidine rings and orientation of their long chains, resulting in improved accommodation in the hydrophobic grooves. The compounds reported herein are very potent ß-glucosidase and ß-galactosidase inhibitions with novel binding mode; and the structure-activity relationship provides guidance for design and development of more pyrrolidine pharmacological chaperones for lysosomal storage diseases.

C-6 fluorinated casuarines as highly potent and selective amyloglucosidase inhibitors: Synthesis and structure-activity relationship study.

A series of C-6 fluorinated casuarine derivatives have been synthesized via organocatalytic stereoselective α-fluorination of iminosugar-based aldehydes or direct nucleophilic fluorination of polyhydroxylated pyrrolizidines. Glycosidase assays against various glycosidases allowed systematic structure-activity relationship (SAR) study using molecular docking calculations. Introduction of fluorine atom(s) at C-6 position removed the trehalase and maltase inhibitory activities of all casuarine derivatives, and greatly increased their specificity towards amyloglucosidase. Inhibition of the fluorinated casuarines depended on the configuration of C-6 fluorine, of which 6-deoxy-6-epi-6-fluoro-casuarine (24) was found approximately 40-fold potent than its parent compound 6-epi-casuarine (2) as a potent and specific inhibitor of amyloglucosidase. Molecular docking calculations showed that replacement of the C-6 hydroxyls by fluorine atom(s) removed the original interactions with trehalase, but helped to reinforce the binding with amyloglucosidase via newly established fluorine related hydrogen bonding or untypical anion-π interactions. To further investigate the quantitative SARs of casuarine derivatives, the CoMFA and CoMSIA models on amyloglucosidase were established, indicating the dominating effect of electrostatic field in amyloglucosidase inhibition. The 3D-QSAR models were validated to be reliable and can be used for further optimization of casuarine-related iminosugars, as well as design and development of anti-diabetic and immunomodulatory drugs.

trans, trans-2-C-Aryl-3,4-dihydroxypyrrolidines as potent and selective ß-glucosidase inhibitors: Pharmacological chaperones for Gaucher disease.

Enantiomeric series of C-4 hydroxymethyl depleted DAB and LAB derivatives (trans, trans-2-C-aryl-3,4-dihydroxypyrrolidines), designed as ß-glucosidase inhibitors by molecular docking calculations, have been synthesized in 2 steps from l- and d-tartaric acid derived enantiomeric cyclic nitrones 29L and 29D, respectively. Both series of C-4 hydroxymethyl depleted DAB and LAB derivatives 28Da-e and 28La-e, which are structurally trans, trans-2-C-aryl-3,4-dihydroxypyrrolidines, were potent and selective human lysosome acid ß-glucosidase (GCase) inhibitors, of which 28Dd and 28Ld with C-4 biphenyls showed the highest potency relative to other compounds of the same series. The work provided a series of pyrrolidine-type potent and selective GCase inhibitors with minimal hydroxyl substitutions and synthetic procedures. Structure-activity relationship study revealed not only the rationality of hydrophobic and aromatic properties of the binding sites in GCase, but also the great potential of pyrrolidine family in development of new GCase inhibitors with minimized undesirable side effects. The results indicate a strategy for the development of drugs for the treatment of related diseases targeting acid ß-glucosidase, such as Gaucher disease and Parkinson's disease.

Diastereoselective Synthesis, Glycosidase Inhibition, and Docking Study of C-7-Fluorinated Casuarine and Australine Derivatives.

C-7-fluorinated derivatives of two important polyhydroxylated pyrrolizidines, casuarine and australine, were synthesized with organocatalytic stereoselective α-fluorination of aldehydes as the key step. The strategy is extensively applicable to some synthetically challenging fluorinated iminosugars and carbohydrates. The docking studies indicated that the potent inhibitions of trehalase and amyloglucosidase by the fluorinated polyhydroxylated pyrrolizidines are due to the interaction modes dominated by fluorine atoms in these iminosugars with the amino acids' residues of the corresponding enzymes. Steady interactions were established between the C-7 fluoride and a hydrophobic pocket in amyloglucosidase by untypical anion-π interactions. These unexpected docking modes and related structure-activity relationship studies emphasize the value of fluorination in the design of polyhydroxylated pyrrolizidine glycosidase inhibitors.

Design, synthesis and glycosidase inhibition of C-4 branched LAB and DAB derivatives.

Two series of C-4 alkylated and arylated LAB (1,4-dideoxy-1,4-imino-l-arabinitol) and DAB (1,4-dideoxy-1,4-imino-d-arabinitol) derivatives, synthesized in 6 steps from enantiomeric cyclic nitrones derived from l- and d-tartaric acid, were designed and assayed against various glycosidases. C-4 Branched LAB alkyl and phenyl derivatives 5La-d showed potent α-glucosidase inhibition, particularly against human lysosomal acid α-glucosidase; C-4 DAB derivatives 5Da-d, with small alkyl groups, showed enhanced inhibition of rat intestinal maltase and sucrase. Both enantiomeric C-4 arylated derivatives 5Lf-l and 5Df-l exhibited potent and selective α-glucosidase inhibition; and compound 5Li with a para-electron donating group (EDG) on its C-4 aryl group, showed the most potent rat intestinal sucrase inhibition. Docking studies showed similar hydrogen bonding modes for the iminosugar skeletons of DAB (1) and LAB (2) with ntMGAM,. While C-4 alkylated LAB derivatives showed high similarity in their binding modes with the active site of ntMGAM, binding modes of the DAB derivatives relied on the size of C-4 alkyl groups with methyl and butyl showed the optimum interactions. Furthermore, C-4 arylation improved the interactions of LAB derivatives with enzymes by T-shaped π-π stack with residue Trp-406; for C-4 arylated DAB derivatives, the π-π stack interactions were found with distinct planar distortions caused by EDGs or EWGs on the C-4 aryls. The results reported herein provided insights for the design and development of DAB and LAB related α-glucosidase inhibitors, and may also contribute to the future development of anti-viral, anti-diabetic and anti-Pompe disease drugs.

Structural break-aware pairs trading strategy using deep reinforcement learning.

Pairs trading is an effective statistical arbitrage strategy considering the spread of paired stocks in a stable cointegration relationship. Nevertheless, rapid market changes may break the relationship (namely structural break), which further leads to tremendous loss in intraday trading. In this paper, we design a two-phase pairs trading strategy optimization framework, namely structural break-aware pairs trading strategy (SAPT), by leveraging machine learning techniques. Phase one is a hybrid model extracting frequency- and time-domain features to detect structural breaks. Phase two optimizes pairs trading strategy by sensing important risks, including structural breaks and market-closing risks, with a novel reinforcement learning model. In addition, the transaction cost is factored in a cost-aware objective to avoid significant reduction of profitability. Through large-scale experiments in real Taiwan stock market datasets, SAPT outperforms the state-of-the-art strategies by at least 456% and 934% in terms of profit and Sortino ratio, respectively.

Stereocomplementary synthesis of casuarine and its 6-epi-, 7-epi-, and 6,7-diepi-stereoisomers.

Four diastereomers belonging to the family of casuarines, including casuarine (1), 6-epi-casuarine (2), 7-epi-casuarine (13) and 6,7-diepi-casuarine (14), have been synthesized from D-arabinose-derived cyclic nitrone 7 and nitrone-derived aldehyde 4 by a stereocomplementary strategy. Glycosidase inhibition comparison showed that 6-epi-casuarine (2) exhibits enhanced inhibition of trehalase (IC50 = 9.7 µM) and 6,7-diepi-casuarine (14) leads to specific inhibition of trehalase.

Synthesis and glycosidase inhibition of 5-C-alkyl-DNJ and 5-C-alkyl-l-ido-DNJ derivatives.

5-C-Alkyl-DNJ and 5-C-alkyl-l-ido-DNJ derivatives have been designed and synthesized efficiently from an l-sorbose-derived cyclic nitrone. The DNJ and l-ido-DNJ derivatives with C-5 alkyl chains ranging from methyl to dodecyl were assayed against various glycosidases to study the effect of chain length on enzyme inhibition. Glycosidase inhibition study of DNJ derivatives showed potent and selective inhibitions of α-glucosidase; DNJ derivatives with methyl, pentyl to octyl, undecyl and dodecyl as C-5 branched chains showed significantly improved rat intestinal maltase inhibition. In contrast, most 5-C-alkyl-l-ido-DNJ derivatives were weak or moderate inhibitors of the enzymes tested, with only three compounds found to be potent α-glucosidase inhibitors. Docking studies showed different interaction modes of 5-C-ethyl-DNJ and 5-C-octyl-DNJ with ntMGAM and also different binding modes of 5-C-alkyl-DNJ and 5-C-alkyl-l-ido-DNJ derivatives; the importance of the degree of accommodation of the C-5 substituent in the hydrophobic groove and pocket may account for the variation of glycosidase inhibition in the two series of derivatives. The results reported herein are helpful in the design and development of α-glucosidase inhibitors; this may lead to novel agents for the treatment of viral infection and type II diabetes.

The Orally Active Noncompetitive AMPAR Antagonist Perampanel Attenuates Focal Cerebral Ischemia Injury in Rats.

Inhibition of ionotropic glutamate receptors (iGluRs) is a potential target of therapy for ischemic stroke. Perampanel is a potent noncompetitive α-amino-3-hydroxy-5-methyl-4-isoxazole propionate receptor (AMPAR) antagonist with good oral bioavailability and favorable pharmacokinetic properties. Here, we investigated the potential protective effects of perampanel against focal cerebral ischemia in a middle cerebral artery occlusion (MCAO) model in rats. Oral administration with perampanel significantly reduced MCAO-induced brain edema, brain infarct volume, and neuronal apoptosis. These protective effects were associated with improved functional outcomes, as measured by foot-fault test, adhesive removal test, and modified neurological severity score (mNSS) test. Importantly, perampanel was effective even when the administration was delayed to 1 h after reperfusion. The results of enzyme-linked immunosorbent assay (ELISA) showed that perampanel significantly decreased the expression of pro-inflammatory cytokines IL-1ß and TNF-α, whereas it increased the levels of anti-inflammatory cytokines IL-10 and TGF-ß1 after MCAO. In addition, perampanel treatment markedly decreased the expression of inducible nitric oxide synthase (iNOS) and neuronal nitric oxide synthase (nNOS), and also inhibited nitric oxide (NO) generation in MCAO-injured rats at 24 and 72 h after reperfusion. In conclusion, this study demonstrated that the orally active AMPAR antagonist perampanel protects against experimental ischemic stroke via regulating inflammatory cytokines and NOS pathways.