Described herein are peptides and variants and mutants thereof capable of interacting with TEAD, disrupting the HIPPO pathway, or modulating the activity or function of TEAD interactions in a cell. Pharmaceutical compositions and uses of peptides, as well as methods of designing and manufacturing such peptides, to treat cancer, tumor, or any other disease/condition associated with a dysregulated HIPPO pathway or uncontrolled cell growth are also described herein.

Described herein are peptides and variants and mutants thereof capable of interacting with TEAD, disrupting the HIPPO pathway, or modulating the activity or function of TEAD interactions in a cell. Pharmaceutical compositions and uses of peptides, as well as methods of designing and manufacturing such peptides, to treat cancer, tumor, or any other disease/condition associated with a dysregulated HIPPO pathway or uncontrolled cell growth are also described herein.

A method for searching for a modification site of a peptide molecule includes: calculating, by a computer, a second steric structure of the peptide molecule by using data of a first steric structure of the peptide molecule, the first steric structure being a steric structure of the peptide molecule in a complex structure of a target molecule and the peptide molecule, the second steric structure being a stable steric structure of the peptide molecule in a state where a steric configuration of a main chain of the peptide molecule in the first steric structure is fixe; and comparing data of the second steric structure with the data of the first steric structure in order to search for a side chain having a difference in steric configuration between the two steric structures.

A method for searching for a modification site of a peptide molecule includes: calculating, by a computer, a second steric structure of the peptide molecule by using data of a first steric structure of the peptide molecule, the first steric structure being a steric structure of the peptide molecule in a complex structure of a target molecule and the peptide molecule, the second steric structure being a stable steric structure of the peptide molecule in a state where a steric configuration of a main chain of the peptide molecule in the first steric structure is fixe; and comparing data of the second steric structure with the data of the first steric structure in order to search for a side chain having a difference in steric configuration between the two steric structures.

An agent according to the present invention comprises as an effective component any of (1) disulfiram, diethyldithiocarbamate, or a metal complex of diethyldithiocarbamate; (2) a pharmaceutically acceptable salt of (1); or (3) a solvate of (1) or (2), and is used for inhibition of interaction between CR2B or CCR5 and FROUNT protein, inhibition of macrophages, control of cells constituting a cancer microenvironment or inflammatory microenvironment, or enhancement of anticancer activity of an anticancer drug. It is also possible to provide a compound with a reduced side effect and an increased pharmacological effect by identifying a disulfiram derivative having a lower aldehyde dehydrogenase-inhibiting activity and a higher FROUNT-inhibiting activity among derivatives prepared by structural modification of disulfiram.

A composition-of-matter comprising a crystallized form of a large ribosomal (50S) subunit of a pathogenic bacterium, and the atomic coordinates of the three-dimensional structure thereof are provided herein, as well as methods for crystallizing the same, and using the atomic coordinates of the same to design de novo ligands with high specificity thereto.

Systems, methods, and/or apparatuses may be operative to perform a dialysis process that includes a displacer infusion process. In one embodiment, a method for determining a displacer compound may include constructing a plurality of target protein quantitative structure-activity relationship (QSAR) models, one for each of the plurality of binding sites, analyzing a set of candidate compounds using the plurality of QSAR models to determine a set of at least one potential compound with an affinity for binding to each of the plurality of binding sites, and selecting at least one displacer compound from the set of at least one potential compound. Other embodiments are described.

Systems, methods, and/or apparatuses may be operative to perform a dialysis process that includes a displacer infusion process. In one embodiment, a method for determining a displacer compound may include constructing a plurality of target protein quantitative structure-activity relationship (QSAR) models, one for each of the plurality of binding sites, analyzing a set of candidate compounds using the plurality of QSAR models to determine a set of at least one potential compound with an affinity for binding to each of the plurality of binding sites, and selecting at least one displacer compound from the set of at least one potential compound. Other embodiments are described.

According to one embodiment of the present invention, provided are a feature quantity calculating method which enables calculation of a feature quantity accurately showing chemical properties of a target structure, a screening method which enables efficient screening of a pharmaceutical candidate compound using a feature quantity, and a compound creating method which enable efficient creation of a three-dimensional structure of a pharmaceutical candidate compound using a feature quantity. In one aspect of the present invention, the feature quantity calculating method is a method including a target structure designating step of designating a target structure formed of a plurality of unit structures having chemical properties, a three-dimensional structure acquiring step of acquiring a three-dimensional structure from the plurality of unit structures for the target structure, and a probe feature quantity calculating step of calculating a feature quantity showing a cross-sectional area of one or more kinds of probes for the target structure, in which the probe is a structure in which a plurality of points having a real electric charge and generating a van der Waals force are disposed to be separated from each other.

Systems and techniques are described to generate amino acid sequences of target proteins based on amino acid sequences of template proteins using machine learning techniques. The amino acid sequences of the target proteins can be generated based on data that constrains the modifications that can be made to the amino acid sequences of the template proteins. In illustrative examples, the template proteins can include antibodies produced by a non-human mammal that bind to an antigen and the target proteins can correspond to human antibodies with a region having at least a threshold amount of identity with the binding region of the template antibody. Generative adversarial networks can be used to produce the amino acid sequences of the target proteins.