In one aspect, provided herein is a method comprising: (a) (i) determining cytolytic activity in a tumor from the subject; and/or (ii) determining genetic alterations associated with cytolytic activity in the tumor; and (b) administering an immunotherapeutic agent to the subject if (i) cytolytic activity is detected in the tumor and/or (ii) a genetic alteration associated with induction of cytolytic activity, tumor resistance to cytolytic activity and/or suppression of cytolytic activity is detected in the tumor.

Materials and methods for identifying and treating cancer patients who are likely to respond to chemo-immunotherapy (CIT) and other cancer treatments are provided herein, including materials and methods for using CX3CR1 to identify PD-1 therapy-responsive CD8+ T cells that withstand the toxicity of chemotherapy during combined CIT.

The present disclosure provides a method of treating cancer by immune checkpoint blockade, or selecting patients for treatment with immune checkpoint blockers, by detecting tumors with high levels of T-lymphocytes with low levels of activation and proliferation. In various embodiments the tissue sample may be from a conventional biopsy. In various embodiments the cancer may be non-small cell lung cancer.

The disclosure provides methods and compositions to digitally profile biological activity by detecting the activity of at least two biomarkers using protease activity sensors or biocomparators.

The present invention provides diagnostic methods, therapeutic methods, and compositions for the treatment of cancer. The invention is based, at least in part, on the discovery that an immune-score expression level based on one or more of PD-L1, CXCL9, IFNG, GZMB, CD8A, and PD-1 in a sample obtained from an individual having cancer can be used in methods of predicting the therapeutic efficacy of treatment with a PD-L1 axis binding antagonist (e.g., a PD-L1 binding antagonist (e.g., anti-PD-L1 antibody, e.g., atezolizumab (MPDL3280A)) or a PD-1 binding antagonist (e.g., anti-PD-1 antibody)).

Described herein, in one aspect, are antigen presenting cells (APCs) comprising an exogenous nucleic acid encoding one or more candidate antigens, wherein the one or more candidate antigens are expressed and presented with MHC class I or MC class II molecules; a molecular reporter of Granzyme B (GzB) activity; and c) an exogenous inhibitor of caspase-activated deoxyribonuclease (CAD)-mediated DNA degradation, a CAD knockout, or a caspase knockout (e.g., caspase 3 knockout). Described herein, in another aspect, is a system for detection of recognized antigen presentation by an antigen presenting cell to a cytotoxic lymphocyte or NK cell.

In one aspect, provided herein is a method comprising: (a) (i) determining cytolytic activity in a tumor from the subject; and/or (ii) determining genetic alterations associated with cytolytic activity in the tumor; and (b) administering an immunotherapeutic agent to the subject if (i) cytolytic activity is detected in the tumor and/or (ii) a genetic alteration associated with induction of cytolytic activity, tumor resistance to cytolytic activity and/or suppression of cytolytic activity is detected in the tumor.

Aspects of the disclosure relate to methods and compositions for identifying, isolating, and/or sequencing a target protein or peptide from a sample of proteins or peptides.

The present invention provides biomarkers for the diagnosis and prognosis of endometriosis. Generally, the methods of this invention find use in diagnosing or for providing a prognosis for endometriosis by detecting the expression levels of biomarkers, which are differentially expressed (up- or down-regulated) in endometrial cells from a patient with endometriosis. Similarly, these markers can be used to diagnose reduced fertility in a patient with endometriosis or to provide a prognosis for a fertility trial in a patient suffering from endometriosis. The present invention also provides methods of identifying a compound for treating or preventing endometriosis. Finally, the present invention provides kits for the diagnosis or prognosis of endometriosis.

In one aspect, provided herein is a method comprising: (a) (i) determining cytolytic activity in a tumor from the subject; and/or (ii) determining genetic alterations associated with cytolytic activity in the tumor; and (b) administering an immunotherapeutic agent to the subject if (i) cytolytic activity is detected in the tumor and/or (ii) a genetic alteration associated with induction of cytolytic activity, tumor resistance to cytolytic activity and/or suppression of cytolytic activity is detected in the tumor.