Comparison of human, chimpanzee, and macaque brain transcriptomes reveals a significant developmental remodeling in the human prefrontal cortex, potentially shaped by microRNA.
The regulation of intragenic miRNAs by their own intronic promoters is one of the open problems of miRNA biogenesis. Here, we describe PROmiRNA, a new approach for miRNA promoter annotation based on a semi-supervised statistical model trained on deepCAGE data and sequence features. We validate our results with existing annotation, PolII occupancy data and read coverage from RNA-seq data. Compared to previous methods PROmiRNA increases the detection rate of intronic promoters by 30%, allowing us to perform a large-scale analysis of their genomic features, as well as elucidate their contribution to tissue-specific regulation. PROmiRNA can be downloaded from http://promirna.molgen.mpg.de.
In many cancers, the tumor microenvironment
(TME) is largely immune
suppressive, blocking the antitumor immunity and resulting in immunotherapy
resistance. Interleukin 10 (IL-10) is a major player controlling the
immunosuppressive TME in different murine tumor models. Increased
IL-10 production suppresses intratumoral dendritic cell production
of interleukin 12, thereby limiting antitumor cytotoxic T-cell responses
and activation of NK cells during therapy. We engineered, formulated,
and delivered genes encoding an IL-10 protein trap to change immunosuppressive
TME, which could enhance antitumor immunity. Additionally, to achieve
stronger and long-term therapeutic efficacy in a pancreatic cancer
model, we targeted C-X-C motif chemokine ligand 12 (CXCL12), a key
factor for inhibiting T-cell tumor infiltration, and simultaneously
delivered an IL-10 trap. Following three injections of the lipid-protamine-DNA
(LPD) nanoparticles loaded with trap genes (IL-10 trap and CXCL12
trap), we found tumor growth reduction and significantly prolonged
survival of the host compared to control groups. Furthermore, the
combination trap gene treatment significantly reduced immunosuppressive
cells, such as M2 macrophages, MDSCs, and PD-L1+ cells,
and activated immunosuppressive tolerogenic dendritic cells, NK cells,
and macrophages intratumorally. We have also shown that, when effectively
delivered to the tumor, the IL-10 trap gene alone can inhibit triple-negative
breast cancer growth. This strategy may allow clinicians and researchers
to change the immunosuppressive microenvironment in the tumor with
either a single therapeutic agent or in combination with other immunotherapies
to prime the immune system, preventing cancer invasion and prolonging
patient survival.
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