Tumors of unknown origin (TUO) generally result in poor patient survival and are clinically difficult to address. Identification of the site of origin in TUO patients is paramount to their improved treatment and survival but is difficult to obtain with current methods. Here, we develop a random forest machine learning TUO methylation classifier using a large number of primary and metastatic tumor samples.
View Article and Find Full Text PDFFused in sarcoma (FUS) is involved in the formation of nuclear biomolecular condensates associated with poly(ADP-ribose) [PAR] synthesis catalyzed by a DNA damage sensor such as PARP1. Here, we studied FUS microphase separation induced by poly(ADP-ribosyl)ated PARP1 [PAR-PARP1] or its catalytic variants PARP1 and PARP1, respectively, synthesizing (short PAR)-PARP1 or (short hyperbranched PAR)-PARP1 using dynamic light scattering, fluorescence microscopy, turbidity assays, and atomic force microscopy. We observed that biologically relevant cations such as Mg, Ca, or Mn or polyamines (spermine or spermidine) were essential for the assembly of FUS with PAR-PARP1 and FUS with PAR-PARP1 in vitro.
View Article and Find Full Text PDFDeleterious germline variants constitute the most common inherited predisposition disorder linked to myeloid neoplasms (MNs). The role of DDX41 in hematopoiesis and how its germline and somatic mutations contribute to MNs remain unclear. Here we show that DDX41 is essential for erythropoiesis but dispensable for the development of other hematopoietic lineages.
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