A Collaborative Study on the Classification of Silicone Oil Droplets and Protein Particles Using Flow Imaging Method.

In this study, we conducted a collaborative study on the classification between silicone oil droplets and protein particles detected using the flow imaging (FI) method toward proposing a standardized classifier/model. We compared four approaches, including a classification filter composed of particle characteristic parameters, principal component analysis, decision tree, and convolutional neural network in the performance of the developed classifier/model. Finally, the points to be considered were summarized for measurement using the FI method, and for establishing the classifier/model using machine learning to differentiate silicone oil droplets and protein particles.

Structural Basis for the Inhibition of Cyclin G-Associated Kinase by Gefitinib.

Gefitinib is the molecular target drug for advanced non-small-cell lung cancer. The primary target of gefitinib is the positive mutation of epidermal growth factor receptor, but it also inhibits cyclin G-associated kinase (GAK). To reveal the molecular bases of GAK and gefitinib binding, structure analyses were conducted and determined two forms of the gefitinib-bound nanobody⋅GAK kinase domain complex structures. The first form, GAK_1, has one gefitinib at the ATP binding pocket, whereas the second form, GAK_2, binds one each in the ATP binding site and a novel binding site adjacent to the activation segment C-terminal helix, a unique element of the Numb-associated kinase family. In the novel binding site, gefitinib binds in the hydrophobic groove around the activation segment, disrupting the conserved hydrogen bonds for the catalytic activity. These structures suggest possibilities for the development of selective GAK inhibitors for viral infections, such as the hepatitis C virus.

TNIK inhibition abrogates colorectal cancer stemness.

Canonical Wnt/ß-catenin signalling is essential for maintaining intestinal stem cells, and its constitutive activation has been implicated in colorectal carcinogenesis. We and others have previously identified Traf2- and Nck-interacting kinase (TNIK) as an essential regulatory component of the T-cell factor-4 and ß-catenin transcriptional complex. Consistent with this, Tnik-deficient mice are resistant to azoxymethane-induced colon tumorigenesis, and Tnik(-/-)/Apc(min/+) mutant mice develop significantly fewer intestinal tumours. Here we report the first orally available small-molecule TNIK inhibitor, NCB-0846, having anti-Wnt activity. X-ray co-crystal structure analysis reveals that NCB-0846 binds to TNIK in an inactive conformation, and this binding mode seems to be essential for Wnt inhibition. NCB-0846 suppresses Wnt-driven intestinal tumorigenesis in Apc(min/+) mice and the sphere- and tumour-forming activities of colorectal cancer cells. TNIK is required for the tumour-initiating function of colorectal cancer stem cells. Its inhibition is a promising therapeutic approach.

Inhibitor-bound structures of human pyruvate dehydrogenase kinase 4.

The mitochondrial pyruvate dehydrogenase complex (PDC) catalyzes the oxidative decarboxylation of pyruvate to acetyl-CoA. PDC activity is tightly regulated by four members of a family of pyruvate dehydrogenase kinase isoforms (PDK1-4), which phosphorylate and inactivate PDC. Recently, the development of specific inhibitors of PDK4 has become an especially important focus for the pharmaceutical management of diabetes and obesity. In this study, crystal structures of human PDK4 complexed with either AMPPNP, ADP or the inhibitor M77976 were determined. ADP-bound PDK4 has a slightly wider active-site cleft and a more disordered ATP lid compared with AMPPNP-bound PDK4, although both forms of PDK4 assume open conformations with a wider active-site cleft than that in the closed conformation of the previously reported ADP-bound PDK2 structure. M77976 binds to the ATP-binding pocket of PDK4 and causes local conformational changes with complete disordering of the ATP lid. M77976 binding also leads to a large domain rearrangement that further expands the active-site cleft of PDK4 compared with the ADP- and AMPPNP-bound forms. Biochemical analyses revealed that M77976 inhibits PDK4 with increased potency compared with the previously characterized PDK inhibitor radicicol. Thus, the present structures demonstrate for the first time the flexible and dynamic aspects of PDK4 in the open conformation and provide a basis for the development of novel inhibitors targeting the nucleotide-binding pocket of PDK4.

Crystal structure of epstein-barr virus DNA polymerase processivity factor BMRF1.

The DNA polymerase processivity factor of the Epstein-Barr virus, BMRF1, associates with the polymerase catalytic subunit, BALF5, to enhance the polymerase processivity and exonuclease activities of the holoenzyme. In this study, the crystal structure of C-terminally truncated BMRF1 (BMRF1-DeltaC) was solved in an oligomeric state. The molecular structure of BMRF1-DeltaC shares structural similarity with other processivity factors, such as herpes simplex virus UL42, cytomegalovirus UL44, and human proliferating cell nuclear antigen. However, the oligomerization architectures of these proteins range from a monomer to a trimer. PAGE and mutational analyses indicated that BMRF1-DeltaC, like UL44, forms a C-shaped head-to-head dimer. DNA binding assays suggested that basic amino acid residues on the concave surface of the C-shaped dimer play an important role in interactions with DNA. The C95E mutant, which disrupts dimer formation, lacked DNA binding activity, indicating that dimer formation is required for DNA binding. These characteristics are similar to those of another dimeric viral processivity factor, UL44. Although the R87E and H141F mutants of BMRF1-DeltaC exhibited dramatically reduced polymerase processivity, they were still able to bind DNA and to dimerize. These amino acid residues are located near the dimer interface, suggesting that BMRF1-DeltaC associates with the catalytic subunit BALF5 around the dimer interface. Consequently, the monomeric form of BMRF1-DeltaC probably binds to BALF5, because the steric consequences would prevent the maintenance of the dimeric form. A distinctive feature of BMRF1-DeltaC is that the dimeric and monomeric forms might be utilized for the DNA binding and replication processes, respectively.

Binding site for fungal beta-lactone hymeglusin on cytosolic 3-hydroxy-3-methylglutaryl coenzyme A synthase.

We studied the molecular mechanism through which the fungal beta-lactone, hymeglusin, potently and specifically inhibits 3-hydroxy-3-methylglutaryl-CoA (HMG-CoA) synthase. [(14)C]Hymeglusin covalently bound to purified rat liver and to recombinant hamster cytosolic HMG-CoA synthases. The enzyme activity was completely inhibited at a binding ratio of 1.6-2.0 mol [(14)C]hymeglusin/mol HMG-CoA synthase. Incubating the enzyme with 2 mM iodoacetamide (IAA) or 2 mM N-ethylmaleimide (NEM) but not with 1.0 mM diisopropyl fluorophosphates (DFP) completely inhibited the binding, suggesting that hymeglusin binds to a Cys residue of HMG-CoA synthase. Recombinant hamster HMG-CoA synthase labeled with [(3)H]hymeglusin was digested with V8 protease, and the [(3)H]peptide was purified by high performance liquid chromatography (HPLC). The sequence of the peptide was Ser-Gly-Asn-Thr-Asp-Ile-Glu-Gly-Ile-Asp-Thr-Thr-Asn-Ala-[(3)H]hymeglusyl Cys-Tyr-Gly-Gly-Thr-Ala-Ala-Val-Phe-Asn-Ala-Val-Asn-, which corresponds to the active site sequence (from Ser 115 to Asn 141) of hamster HMG-CoA synthase. These findings showed that hymeglusin inhibits hamster cytosolic HMG-CoA synthase by covalently modifying the active Cys 129 residue of the enzyme.