This invention relates to systems and methods for evaluating the differentiality of a set of discrete random variables between two or more conditions, such as a malignant condition responding to treatment regime and one that is not. It also provides for the identification and selection of drugs that act in coordinated manner to phenocopy a genetic network of a malignant condition that responds to at least an immune checkpoint blockade agent.

This invention relates to systems and methods for evaluating the differentiality of a set of discrete random variables between two or more conditions, such as a malignant condition responding to treatment regime and one that is not. It also provides for the identification and selection of drugs that act in coordinated manner to phenocopy a genetic network of a malignant condition that responds to at least an immune checkpoint blockade agent.

The present invention provides a compound having the structure: ##STR00001##

The present invention provides a compound having the structure: ##STR00001##

The present invention provides a compound having the structure: ##STR00001##

Compounds, methods, and compositions are provided for the treatment of cancer, neurological disorders, and fibrotic disorders. Specifically, the invention includes administering an effective amount of a compound of Formula I, II, or III, or a pharmaceutically acceptable composition, salt, isotopic analog, prodrug, or combination thereof, to a subject suffering from a cancer, neurological disorder, or fibrotic disorder.

Described herein are compounds and compositions that are useful in the treatment of HIV, AIDS, and AIDS-related diseases. In addition, compounds are described herein that are capable of inhibiting the dimerization of HIV proteases.

Described herein are compounds and compositions that are useful in the treatment of HIV, AIDS, and AIDS-related diseases. In addition, compounds are described herein that are capable of inhibiting the dimerization of HIV proteases.

The present invention relates to bicyclic himbacine derivatives of the formula ##STR00001## or a pharmaceutically acceptable salt thereof wherein: R.sup.1 is halo; —CN; alkyl; cycloalkyl; alkoxy; phenyl, which is optionally substituted one or twice independently by alkyl, halo, or —CN; or a thiophene ring, which is optionally substituted once or twice independently by alkyl. The compounds of the invention are effective inhibitors of the PAR-1 receptor. The inventive compounds may be used for the treatment or prophylaxis of disease states such as ASC, secondary prevention of myocardial infarction or stroke, or PAD.

Methods and compositions are provided for synthesizing ionic liquids from lignin derived compounds comprising: contacting a starting material comprising lignin with a depolymerization agent to depolymerize the lignin and form a mixture of aldehyde containing compounds; contacting the mixture of aldehyde containing compounds with an amine under conditions suitable to convert the mixture of aldehyde containing compounds to a mixture of amine containing compounds; and contacting the mixture of amine containing compounds with an acid under conditions suitable to form an ammonium salt, thereby preparing the ionic liquid.