Abstract: Embodiments of the disclosure include systems, methods, and compositions related to identification of biomarkers and drug candidates from the gut microbiome based on analysis of Biosynthetic Gene Clusters (BGCs) from bacteria in the microbiome. The systems are generated with ranking of the BGCs using novel artificial intelligence overlayed with information about patient response to immune checkpoint immunotherapy. The disclosed platform allows for identification of a response outcome from an individual in need of immune checkpoint immunotherapy.

Abstract: Provided herein are catheter devices, systems, and methods to ablate a tissue location. The devises, systems, and methods disclosed herein include ablation systems including a catheter system with inner and outer shafts that deliver an ablation medium (e.g., a cryogenic ablation medium) to a body lumen and evacuate the ablation medium from the body lumen. In some embodiments, devices, systems, and methods disclose herein relate to monitoring and regulating pressure, temperature, or other conditions within a body lumen during an ablation procedure.

Abstract: Methods for treating or prophylaxis of a cryptosporidium infection using compositions comprising a structure disclosed herein. Also provided are pharmaceutical compositions and kits for alleviating the symptoms of, for treating, or for preventing the occurrence of cryptosporidium infection. The kits comprise one or more compounds having a structure disclosed herein, such as in an oral composition, and instructions for use, storage, and the like.

Abstract: Methods for treating or prophylaxis of a cryptosporidium infection using compositions comprising a structure disclosed herein. Also provided are pharmaceutical compositions and kits for alleviating the symptoms of, for treating, or for preventing the occurrence of cryptosporidium infection. The kits comprise one or more compounds having a structure disclosed herein, such as in an oral composition, and instructions for use, storage, and the like.

Abstract: Methods for treating or prophylaxis of a Cryptosporidium infection using compositions comprising a structure disclosed herein. Also provided are pharmaceutical compositions and kits for alleviating the symptoms of, for treating, or for preventing the occurrence of Cryptosporidium infection. The kits comprise one or more compounds having a structure disclosed herein, such as in an oral composition, and instructions for use, storage, and the like.

Abstract: Methods for treating or prophylaxis of a Cryptosporidium infection using compositions comprising a structure disclosed herein. Also provided are pharmaceutical compositions and kits for alleviating the symptoms of, for treating, or for preventing the occurrence of Cryptosporidium infection. The kits comprise one or more compounds having a structure disclosed herein, such as in an oral composition, and instructions for use, storage, and the like.