A Novel Image-Classification-Based Decoding Strategy for Downlink Sparse Code Multiple Access Systems.

The introduction of sparse code multiple access (SCMA) is driven by the high expectations for future cellular systems. In traditional SCMA receivers, the message passing algorithm (MPA) is commonly employed for received-signal decoding. However, the high computational complexity of the MPA falls short in meeting the low latency requirements of modern communications. Deep learning (DL) has been proven to be applicable in the field of signal detection with low computational complexity and low bit error rate (BER). To enhance the decoding performance of SCMA systems, we present a novel approach that replaces the complex operation of separating codewords of individual sub-users from overlapping codewords using classifying images and is suitable for efficient handling by lightweight graph neural networks. The eigenvalues of training images contain crucial information, such as the amplitude and phase of received signals, as well as channel characteristics. Simulation results show that our proposed scheme has better BER performance and lower computational complexity than other previous SCMA decoding strategies.

4.8 mJ pulse energy directly from single-mode Q-switched ytterbium fiber lasers.

Using an ytterbium-doped fiber with a 50 µm core and 0.028 NA, a pulse energy of 4.8 mJ was achieved directly from a single-mode Q-switched fiber laser. The repetition rate was 10 kHz and the average power was 48.4 W. The slope efficiencies with regard to the absorbed and launched pump power were ∼74% and ∼59% respectively. The pulse width decreased with increasing pump power. The 4.8 mJ pulse had a FWHM width of ∼300 ns. A shorter pulse of ∼200 ns FWHM was also achieved at 2.06 mJ in another configuration. The M2 was below 1.3 at all pulse energies. This work demonstrates record pulse energy directly from a single-mode Q-switched fiber laser and the feasibility of operating such a laser with high efficiencies.

Dkk3 prevents familial dilated cardiomyopathy development through Wnt pathway.

To date, the role of Dickkopf 3 (Dkk3) on the pathogenesis of familial dilated cardiomyopathy (FDCM), and whether and how Dkk3 interferes with Wnt signaling in heart tissues remains unknown. Here, we demonstrate that strong Dkk3 expression was markedly downregulated in adult hearts from WT mice, and Dkk3 expression was upregulated suddenly in hearts from DCM mouse models. Using Dkk3 transgenic and knockout mice, as well as cTnT(R141W) transgenic mice, which manifests progressive chamber dilation and contractile dysfunction and has pathologic phenotypes similar to human DCM patients, we determined that transgenic expression of Dkk3 increased survival rate, improved cardiac morphology breakage and dysfunction, and ameliorated cardiac pathological changes in the cTnT(R141W) mice. In contrast, Dkk3 knockout reduced the survival rate and aggravated the pathological phenotypes of the cTnT(R141W) mice. The protective effects of Dkk3 appeared clearly at 3 months of age, peaked at 6 months of age, and decreased at 10 months of age in the cTnT(R141W) mice. Furthermore, we determined that Dkk3 upregulated Dvl1 (Dishevelled 1) and key proteins of the canonical Wnt pathway (cytoplasmic and nuclear ß-catenin, c-Myc, and Axin2) and downregulated key proteins of the noncanonical Wnt pathway (c-Jun N-terminal kinase (JNK), Ca(2+)/calmodulin-dependent protein kinase II (CAMKII), and histone deacetylase 4 (HDAC4)). In contrast, Dkk3 knockout reversed these changes in the cTnT(R141W) mice. In summary, Dkk3 could prevent FDCM development in mice, especially in the compensatory stage, and probably through activation of the canonical and inhibition of the noncanonical Wnt pathway, which suggested that Dkk3 could serve as a therapeutic target for the treatment of cardiomyopathy and heart failure.

Calponin1 inhibits dilated cardiomyopathy development in mice through the εPKC pathway.

BACKGROUND: Calponin1 (CNN1) is involved in the regulation of smooth muscle contraction in physiological situation and it also expresses abnormally in a variety of pathological situations. We found that the expression of CNN1 decreased significantly in the heart tissue of a cTnT(R141W) transgenic dilated cardiomyopathy (DCM) mouse model and an adriamycin (ADR)-induced DCM mouse model, suggesting that CNN1 is involved in the pathogenesis of DCM. However, the role of CNN1 on cardiac function, especially on pathogenesis of DCM, has not been clarified. In this study, we tested whether rescued expression of CNN1 could prevent the development of DCM and investigated its possible mechanisms. METHODS AND RESULTS: The DCM phenotypes were significantly improved with the transgenic expression of CNN1 in the cTnT(R141W)×CNN1 double transgenic (DTG) mice, which was demonstrated by the survival, cardiac geometry and function analyses, as well as microstructural and ultrastructural observations based on echocardiography and histology examination. The expression of CNN1 could also resist the cardiac geometry breakage and dysfunction in the ADR-induced DCM mice model. Meanwhile, the epsilon isoform of protein kinase C (εPKC) activator and inhibitor could reverse the activation of εPKC/ERK/mTOR pathway and DCM phenotypes in the cTnT(R141W) and cTnT(R141W)×CNN1 double transgenic (DTG) mice. CONCLUSIONS: εPKC/ERK/mTOR pathway activation induced by the rescued expression of CNN1 contributed to the improvement of cardiac dysfunction and pathological changes observed in the DTG mice. CNN1 could be a therapeutic target to prevent the development of DCM and heart failure (HF).

Newly developed TGF-ß2 knock down transgenic mouse lines express TGF-ß2 differently and its distribution in multiple tissues varies.

BACKGROUND: Transforming growth factor-betas (TGF-ßs), including beta2 (TGF-ß2), constitute a superfamily of multifunctional cytokines with important implications in morphogenesis, cell differentiation and tissue remodeling. TGF-ß2 is thought to play important roles in multiple developmental processes and neuron survival. However, before we carried out these investigations, a TGF-ß2 gene down-regulated transgenic animal model was needed. In the present study, expressional silencing TGF-ß2 was achieved by select predesigning interference short hairpin RNAs (shRNAs) targeting mouse TGF-ß2 genes. RESULTS: Four homozygous transgenic offspring were generated by genetic manipulation and the protein expressions of TGF-ß2 were detected in different tissues of these mice. The transgenic mice were designated as Founder 66, Founder 16, Founder 53 and Founder 41. The rates of TGF-ß2 down-expression in different transgenic mice were evaluated. The present study showed that different TGF-ß2 expressions were detected in multiple tissues and protein levels of TGF-ß2 decreased at different rates relative to that of wild type mice. The expressions of TGF-ß2 proteins in transgenic mice (Founder 66) reduced most by 52%. CONCLUSIONS: The present study generated transgenic mice with TGF-ß2 down-regulated, which established mice model for systemic exploring the possible roles of TGF-ß2 in vivo in different pathology conditions.

Ginsenoside-Rb1 and tetramethylpyrazine phosphate act synergistically to prevent dilated cardiomyopathy in cTnTR141W transgenic mice.

Ginsenoside-Rb1 (Rb1) is known to be partially associated with the inhibition of heparin-binding epidermal growth factor-like growth factor (HB-EGF). Tetramethylpyrazine phosphate (TMPP) inhibits the activation of the calcium/calmodulin/calmodulin-dependent protein kinase (Ca²âº/CaM/CaMKII) pathway. The α-myosin heavy chain cTnT(R141W) transgenic mouse was previously reported as a model for dilated cardiomyopathy (DCM), and it was used to test the effects of combinations of Rb1 and TMPP in reversing the progression of DCM and the potential mechanism. Survival, echocardiography, histologic features assessed the effectiveness of Rb1 and TMPP treatments. Western blot and reverse transcription polymerase chain reactions were used to determine expression levels of certain genes. This study clearly demonstrated that treatment with a combination of Rb1 and TMPP could inhibit the expression of HB-EGF, calmodulin1 (Calm1), and calcium/calmodulin-dependent protein kinase II beta (Camk2b). Rb1 alone mainly reduced the expression of HB-EGF, and TMPP alone mainly reduced the expression of Calm1 and Camk2b. Treatment with Rb1 and TMPP had synergistic effects on the amelioration of chamber dilation, contractile dysfunction, interstitial fibrosis, and ultrastructural degeneration in cTnT(R141W) mice when compared with the results of treatment with Rb1 or TMPP alone, and those were probably due to the inhibition of both HB-EGF and the Ca²âº/CaM/CaMKII pathway.