Network Medicine applies network science approaches to investigate disease pathogenesis. Many different analytical methods have been used to infer relevant molecular networks, including protein-protein interaction networks, correlation-based networks, gene regulatory networks, and Bayesian networks. Network Medicine applies these integrated approaches to Omics Big Data (including genetics, epigenetics, transcriptomics, metabolomics, and proteomics) using computational biology tools and, thereby, has the potential to provide improvements in the diagnosis, prognosis, and treatment of complex diseases. We discuss briefly the types of molecular data that are used in molecular network analyses, survey the analytical methods for inferring molecular networks, and review efforts to validate and visualize molecular networks. Successful applications of molecular network analysis have been reported in pulmonary arterial hypertension, coronary heart disease, diabetes mellitus, chronic lung diseases, and drug development. Important knowledge gaps in Network Medicine include incompleteness of the molecular interactome, challenges in identifying key genes within genetic association regions, and limited applications to human diseases.

The epidermis is a stratified epithelium which develops depending on the transcription factor p63, a member of the p53 family of transcription factors. p63 is strongly expressed in the innermost basal layer where highly proliferative epithelial cells reside. p63 functions as a molecular switch that initiates epithelial stratification or cell fate determination while regulating proliferation and differentiation of developmentally mature keratinocytes. p63 acts upstream of Dlx3 homeobox gene in a transcriptional regulatory pathway relevant to ectodermal dysplasia. Here we show that Dlx3 triggers p63 protein degradation by a proteasome-dependent pathway. Mutant ΔNp63α in which Threonine397 and Serine383 were replaced with Alanine as well as C-terminal truncated versions of ΔNp63α are resistant to Dlx3-mediated degradation. Transient expression of Dlx3 is associated with Raf1 phosphorylation. Dlx3 is unable to promote p63 degradation in Raf1 depleted MEF cells or upon pharmacological knockdown of Raf1. Our data support a previously unrecognized role for Dlx3 in posttranslational regulation of ΔNp63α protein level, a mechanism that may contribute to reduce the abundance of ΔNp63α during differentiation of stratified epithelia.

Deregulation of epigenetic mechanisms, including microRNA, contributes to leukemogenesis and drug resistance by interfering with cancer-specific molecular pathways. Here, we show that the balance between miR-194-5p and its newly discovered target BCL2-associated transcription factor 1 (BCLAF1) regulates differentiation and survival of normal hematopoietic progenitors. In acute myeloid leukemias this balance is perturbed, locking cells into an immature, potentially ‘immortal’ state. Enhanced expression of miR-194-5p by treatment with the histone deacetylase inhibitor SAHA or by exogenous miR-194-5p expression re-sensitizes cells to differentiation and apoptosis by inducing BCLAF1 to shuttle between nucleus and cytosol. miR-194-5p/BCLAF1 balance was found commonly deregulated in 60 primary acute myeloid leukemia patients and was largely restored by ex vivo SAHA treatment. Our findings link treatment responsiveness to re-instatement of miR-194-5p/BCLAF1 balance.

Leukemia is characterized by genetic and epigenetic mutations resulting in selection of cancer cells, which are unable to differentiate. Although genetic alterations are difficult to target, the epigenome is intrinsically dynamic and readily offers new therapeutic strategies. Thus, identifying cancer-specific context-dependent targets and unraveling their biological function may open up new therapeutic perspectives. Here we identify bromodomain-containing protein 9 (BRD9) as a critical target required in acute myeloid leukemia (AML). We show that BRD9 is overexpressed in AML cells including ex vivo primary blasts compared with CD34 + cells. By targeting BRD9 expression in AML, we observed an alteration in proliferation and survival, ultimately resulting in the induction of apoptosis. Intriguingly, genome-wide profiling revealed that BRD9 binds enhancer regions in a cell type-specific manner, regulating cell type-related processes. We unveil a novel BRD9-sustained STAT5 pathway activation via regulation of SOCS3 expression levels. Our findings identify a previously undescribed BRD9-STAT5 axis as critical for leukemia maintenance, suggesting BRD9 as a potential therapeutic target.

Alteration of the chromatin orchestra seems to play a critical role in cancer. In recent years, in-depth studies of epigenetic machinery and its deregulation have led to the development and use of a wide range of modulatory molecules directed not only at chromatin enzymes (histone acetyltransferases, histone deacetylases, histone methyltransferases, histone demethylases and DNA methyltransferases) but also toward the emerging class of chromatin-associated proteins, so-called "histone readers." Chromatin modifiers are attractive therapeutic targets for the development of new cancer therapies. Many are currently approved by the US Food and Drug Administration and used to treat different malignancies. Specifically, inhibitors of DNA methyltransferases, such as azacitidine and decitabine, have been approved for the treatment of myelodysplastic syndrome, while inhibitors of histone deacetylases, including vorinostat and romidepsin, have been approved for cutaneous T-cell lymphoma. The bromodomain and extra-terminal inhibitors JQ1, IBET762 and IBET151 have performed extremely well in preclinical settings, suggesting that they may be promising molecules for the treatment of some type of tumors. This review focuses on epidrugs and their possible application, with particular emphasis on their mechanism of action as well as their present status in clinical and preclinical trials.