Reduced-Rank STAP Schemes for Airborne Radar Based on Switched Joint Interpolation, Decimation and Filtering Algorithm

In this paper, we propose a reduced-rank space-time adaptive processing (STAP) technique for airborne phased array radar applications. The proposed STAP method performs dimensionality reduction by using a reduced-rank switched joint interpolation, decimation and filtering algorithm (RR-SJIDF). In this scheme, a multiple-processing-branch (MPB) framework, which contains a set of jointly optimized interpolation, decimation and filtering units, is proposed to adaptively process the observations and suppress jammers and clutter. The output is switched to the branch with the best performance according to the minimum variance criterion. In order to design the decimation unit, we present an optimal decimation scheme and a low-complexity decimation scheme. We also develop two adaptive implementations for the proposed scheme, one based on a recursive least squares (RLS) algorithm and the other on a constrained conjugate gradient (CCG) algorithm. The proposed adaptive algorithms are tested with simulated radar data. The simulation results show that the proposed RR-SJIDF STAP schemes with both the RLS and the CCG algorithms converge at a very fast speed and provide a considerable SINR improvement over the state-of-the-art reduced-rank schemes

C/EBPβ-1 promotes transformation and chemoresistance in Ewing sarcoma cells.

CEBPB copy number gain in Ewing sarcoma was previously shown to be associated with worse clinical outcome compared to tumors with normal CEBPB copy number, although the mechanism was not characterized. We employed gene knockdown and rescue assays to explore the consequences of altered CEBPB gene expression in Ewing sarcoma cell lines. Knockdown of EWS-FLI1 expression led to a decrease in expression of all three C/EBPβ isoforms while re-expression of EWS-FLI1 rescued C/EBPβ expression. Overexpression of C/EBPβ-1, the largest of the three C/EBPβ isoforms, led to a significant increase in colony formation when cells were grown in soft agar compared to empty vector transduced cells. In addition, depletion of C/EBPβ decreased colony formation, and re-expression of either C/EBPβ-1 or C/EBPβ-2 rescued the phenotype. We identified the cancer stem cell marker ALDH1A1 as a target of C/EBPβ in Ewing sarcoma. Furthermore, increased expression of C/EBPβ led to resistance to chemotherapeutic agents. In summary, we have identified CEBPB as an oncogene in Ewing sarcoma. Overexpression of C/EBPβ-1 increases transformation, upregulates expression of the cancer stem cell marker ALDH1A1, and leads to chemoresistance

Impact of sequence variation in the ul128 locus on production of human cytomegalovirus in fibroblast and epithelial cells

The human cytomegalovirus (HCMV) virion envelope contains a complex consisting of glycoproteins gH and gL plus proteins encoded by the UL128 locus (UL128L): pUL128, pUL130, and pUL131A. UL128L is necessary for efficient infection of myeloid, epithelial, and endothelial cells but limits replication in fibroblasts. Consequently, disrupting mutations in UL128L are rapidly selected when clinical isolates are cultured in fibroblasts. In contrast, bacterial artificial chromosome (BAC)-cloned strains TB40-BAC4, FIX, and TR do not contain overt disruptions in UL128L, yet no virus reconstituted from them has been reported to acquire mutations in UL128L in vitro. We performed BAC mutagenesis and reconstitution experiments to test the hypothesis that these strains contain subtle mutations in UL128L that were acquired during passage prior to BAC cloning. Compared to strain Merlin containing wild-type UL128L, all three strains produced higher yields of cell-free virus. Moreover, TB40-BAC4 and FIX spread cell to cell more rapidly than wild-type Merlin in fibroblasts but more slowly in epithelial cells. The differential growth properties of TB40-BAC4 and FIX (but not TR) were mapped to single-nucleotide substitutions in UL128L. The substitution in TB40-BAC4 reduced the splicing efficiency of UL128, and that in FIX resulted in an amino acid substitution in UL130. Introduction of these substitutions into Merlin dramatically increased yields of cell-free virus and increased cell-to-cell spread in fibroblasts but reduced the abundance of pUL128 in the virion and the efficiency of epithelial cell infection. These substitutions appear to represent mutations in UL128L that permit virus to be propagated in fibroblasts while retaining epithelial cell tropism

Evolution of the Hox gene fushi tarazu in arthropods

Homeotic (Hox) genes are important in determining regional identity in virtually all metazoans,and are conserved throughout the animal kingdom. In Drosophila melanogaster, fushi tarazu (ftz) is located within the Hox complex and contains a Hox-like DNA-binding homeodomain, but functions as a pair-rule segmentation gene. At some point(s) during evolution, ftz has undergone three specific changes thought to contribute to its new segmentation function in Drosophila: 1) The gain of an LXXLL motif allowed for interaction with a new co-factor, Ftz-F1; 2) The degeneration of the YPWM motif decreased the ability to interact with the homeotic co-factor Exd; 3) ftz expression switched from Hox-like to seven stripes in Drosophila. Here I isolated ftz sequences and examined expression from arthropods spanning 550 million years of evolutionary time to track these changes in ftz. I found that while the LXXLL motif required for segmentation was stably acquired at the base of the holometabolous insects, the YPWM motif degenerated independently many times in arthropod lineages, and these `degen-YPWMs' vary in their homeotic potential. Additionally, ftz expression in a crustacean is in a weak Hox-like pattern, suggesting a model in which different ftz variants could arise in nature and not be detrimental to organismal development. Given my findings that ftz sequence and expression is so dynamic, I investigated the features that may be preventing ftz fossilization in arthropod genomes. I tested the hypothesis that a broadly conserved role of ftz in the developing central nervous system (CNS) retains ftz in arthropod genomes. This model predicts that the homeodomain, but not variable co-factor interaction motifs, is required for Ftz CNS function. Evidence supporting this model was obtained from CNS-specific rescue experiments in Drosophila. Additionally I examined the expression and function of ftz and ftz-f1 in the short-germ beetle Tribolium castaneum. I found that both genes are expressed in pair-rule patterns, and preliminary results suggest that ftz-f1 is important for proper segmentation and cuticle deposition, and ftz function may be partially redundant with ftz-f1. Taken together, these findings show that variation of a pleiotropic transcription factor is more extensive than previously imagined, and suggest that evolutionary plasticity may be widespread among regulatory genes