M-ClustEHR: A multimodal clustering approach for electronic health records.

Sepsis refers to a potentially life-threatening situation where the immune system of the human body has an extreme response to an infection. In the presence of underlying comorbidities, the situation can become even worse and result in death. Employing unsupervised machine learning techniques, such as clustering, can assist in providing a better understanding of patient phenotypes by unveiling subgroups characterized by distinct sepsis progression and treatment patterns.

[Overview of immune-related side effects from immune checkpoint inhibitors. Part 1: Gastrointestinal, lung and kidney toxicity].

In the past decade, immunotherapy with checkpoint inhibitors has revolutionized the field of oncology. Checkpoint inhibitors have been approved for several types of cancer and thousands of patients in Sweden now receive oncological immunotherapy annually. Immune-related side effects are common and can occur in almost any organ.

Lack of cytoplasmic ERK activation is an independent adverse prognostic factor in primary cutaneous melanoma.

The aim of this study was to estimate the impact on survival of NRAS and BRAF mutations and activation of Akt and extracellular signal-regulated kinase (ERK) in primary melanomas. A cohort of 57 primary cutaneous T1-2 melanoma tumors was analyzed. Mutation frequency for both genes was 61% (NRAS 26% and BRAF 39%).