Abstract: Systems and methods for subject clinical condition evaluation using a plurality of modules are provided. Modules comprise features whose corresponding feature values associate with an absence, presence or stage of phenotypes associated with the clinical condition. A first dataset is obtained having feature values, acquired through a first technical background from respective subjects in transcriptomic, proteomic, or metabolomic form, for at least a first of the plurality of modules. A second training dataset is obtained having feature values, acquired through a technical background other than the first technical background, from training subjects of the second dataset, in the same form as for the first dataset, of at least the first module. Inter-dataset batch effects are removed by co-normalizing feature values across the training datasets, thereby calculating co-normalized feature values used to train a classifier for clinical condition evaluation of the test subject.

Abstract: Biomarkers and methods of using them for aiding diagnosis, prognosis, and treatment of critically ill patients are disclosed. In particular, the invention relates to the use of biomarkers for prognosis of mortality in critically ill patients with sepsis, severe trauma, or burns.

Abstract: This disclosure provides a gene expression-based method for determining a virally-infected subject's risk of developing severe symptoms. In some embodiments, the method may comprise measuring the amount of RNA transcripts encoded by at least two genes in a sample of RNA obtained from the subject, to obtain gene expression data; and based on the gene expression data, providing a report indicating the subject's risk of developing severe symptoms. Kits and methods of treatment are also provided.

Abstract: Aspects of the present invention include methods for determining a transplant category of a subject having a transplant. Common mechanisms of rejection injury are uncovered across different tissue transplants, and provide a means to understand rational drug design. Various sources of tissues are examined form the patient for understanding AR mechanism (graft biopsy), as well as monitoring by minimal invasive means (blood) or non-invasive means (urine for the kidney allograft). For biomarker discovery different categories of markers are examined such as genes, proteins, peptides and antibodies. These biomarkers can help determine the subject's transplant category (e.g., acute allograft rejection (AR), stable allograft (STA), BK viremia, BK nephritis, drug toxicity or chronic allograft injury (CAI), and the like). Also provided are compositions, systems, kits and computer program products that find use in practicing the subject methods. The methods and compositions find use in a variety of applications.

Abstract: Methods for diagnosis of sepsis are disclosed. In particular, the invention relates to the use of bio -markers for aiding diagnosis, prognosis, and treatment of sepsis, and to a panel of biomarkers that can be used to distinguish sepsis from noninfectious sources of inflammation, such as caused by traumatic injury, surgery, autoimmune disease, thrombosis, or systemic inflammatory response syndrome (SIRS).

Abstract: This disclosure provides a gene expression-based method for determining whether a subject having sepsis has an Inflammopathic phenotype, an Adaptive phenotype or a Coagulopathic phenotype. A kit for performing the method is also provided.

Abstract: Biomarkers and methods of using them for aiding diagnosis, prognosis, and treatment of critically ill patients are disclosed. In particular, the invention relates to the use of biomarkers for prognosis of mortality in critically ill patients with sepsis, severe trauma, or burns.

Abstract: The present invention provides methods for treatment or prevention of pulmonary hypertension and emphysema using agents that increase activity of FHIT, such as Enzastaurin. Included are methods for using levels of FHIT and/or BMPR2, and checking for mutations in FHIT and/or BMPR2, to select patients for treatment or to monitor effectiveness of treatment. The invention is based on evidence that Enzastaurin prevents and reverses pulmonary hypertension induced in animal model systems, and that it acts by up-regulation of FHIT and/or BMPR2.

Abstract: This disclosure provides a gene expression-based method for determining whether a subject having sepsis has an Inflammopathic phenotype, an Adaptive phenotype or a Coagulopathic phenotype. A kit for performing the method is also provided.

Abstract: Methods for diagnosis of bacterial and viral infections are disclosed. In particular, the invention relates to the use of biomarkers that can determine whether a patient with acute inflammation has a bacterial or viral infection.

Abstract: This disclosure provides a gene expression-based method for determining whether a subject has a viral infection or a bacterial infection. A kit for performing the method is also provided.

Abstract: Methods for diagnosis of bacterial and viral infections are disclosed. In particular, the invention relates to the use of biomarkers that can determine whether a patient with acute inflammation has a bacterial or viral infection.

Abstract: Provided are methods of predicting responsiveness of a subject having an inflammatory bowel disease (IBD) to a tumor necrosis factor (TNF)-alpha inhibitor, by analyzing a frequency of at least one subpopulation of immune cells in a tissue biopsy of the subject. Also provided are methods of selecting a treatment for a subject and kits for determining responsiveness of the subject to treatment with a TNF-alpha inhibitor.

Abstract: Methods for diagnosis of tuberculosis are disclosed. In particular, the invention relates to the use of a panel of biomarkers for aiding diagnosis, prognosis, and treatment of tuberculosis. The identified biomarkers can be used to detect active tuberculosis as well as to distinguish active tuberculosis from latent tuberculosis and other pulmonary and infectious diseases, and for monitoring responses to treatment.

Abstract: Aspects of the present invention include methods for determining a transplant category of a subject having a transplant. Common mechanisms of rejection injury are uncovered across different tissue transplants, and provide a means to understand rational drug design. Various sources of tissues are examined form the patient for understanding AR mechanism (graft biopsy), as well as monitoring by minimal invasive means (blood) or non-invasive means (urine for the kidney allograft). For biomarker discovery different categories of markers are examined such as genes, proteins, peptides and antibodies. These biomarkers can help determine the subject's transplant category (e.g., acute allograft rejection (AR), stable allograft (STA), BK viremia, BK nephritis, drug toxicity or chronic allograft injury (CAI), and the like). Also provided are compositions, systems, kits and computer program products that find use in practicing the subject methods. The methods and compositions find use in a variety of applications.

Abstract: Methods for diagnosis of tuberculosis are disclosed. In particular, the invention relates to the use of a panel of biomarkers for aiding diagnosis, prognosis, and treatment of tuberculosis. The identified biomarkers can be used to detect active tuberculosis as well as to distinguish active tuberculosis from latent tuberculosis and other pulmonary and infectious diseases, and for monitoring responses to treatment.

Abstract: Systems and methods for subject clinical condition evaluation using a plurality of modules are provided. Modules comprise features whose corresponding feature values associate with an absence, presence or stage of phenotypes associated with the clinical condition. A first dataset is obtained having feature values, acquired through a first technical background from respective subjects in transcriptomic, proteomic, or metabolomic form, for at least a first of the plurality of modules. A second training dataset is obtained having feature values, acquired through a technical background other than the first technical background, from training subjects of the second dataset, in the same form as for the first dataset, of at least the first module. Inter-dataset batch effects are removed by co-normalizing feature values across the training datasets, thereby calculating co-normalized feature values used to train a classifier for clinical condition evaluation of the test subject.

Abstract: The present invention provides methods for treatment or prevention of pulmonary hypertension and emphysema using agents that increase activity of FHIT, such as Enzastaurin. Included are methods for using levels of FHIT and/or BMPR2, and checking for mutations in FHIT and/or BMPR2, to select patients for treatment or to monitor effectiveness of treatment. The invention is based on evidence that Enzastaurin prevents and reverses pulmonary hypertension induced in animal model systems, and that it acts by up-regulation of FHIT and/or BMPR2.

Abstract: Biomarkers and methods of using them for aiding diagnosis, prognosis, and treatment of critically ill patients are disclosed. In particular, the invention relates to the use of biomarkers for prognosis of mortality in critically ill patients with sepsis, severe trauma, or burns.

Abstract: Methods for diagnosis of sepsis are disclosed. In particular, the invention relates to the use of biomarkers for aiding diagnosis, prognosis, and treatment of sepsis, and to a panel of biomarkers that can be used to distinguish sepsis from noninfectious sources of inflammation, such as caused by traumatic injury, surgery, autoimmune disease, thrombosis, or systemic inflammatory response syndrome (SIRS).