Research and Forecast Analysis of Financial Stability for Policy Uncertainty.

The instability of financial market will have a great impact on money, bonds, and stocks and affect the economic development of society and people's lives. Therefore, it is very necessary for us to study and predict the financial stability. According to the forecast results, we will analyze and make a series of preparatory measures. First, we make a series of analyses on the structure and significance of policy uncertainty and financial stability. This paper introduces the advantages and disadvantages of the P/L model, the KLS signal method, and the BP neural network model for financial stability early warning, It is clearly pointed out that the BP neural network is more reliable and accurate, Then, the BP neural network, the ant colony algorithm, and the genetic algorithm are used to predict the opening price, closing price, highest price, and lowest price of KDJ index of Cathay Pacific Group's 5-day data. Compared with the real value, we find that the BP neural network is almost the smallest in forecasting the opening price and closing price, or the lowest price and the highest price, and has good stability, which once again proves the feasibility of applying the BP neural network to the research and prediction of financial stability.

Strict DNA Valence Control in Ultrasmall Thiolate-Protected Near-Infrared-Emitting Gold Nanoparticles.

Realizing robust DNA functionalization with strict valence control in the sub-2-nm thiolate-protected luminescent gold nanoparticles (AuNPs) is highly demanded but remains unsolved due to their unique Au(0) core and Au(I)-S shell structures. Herein, we report a facile strategy using phosphorothioates (ps)-modified DNA (psDNA) as a template for in situ growth of near-infrared (NIR)-emitting AuNPs with precisely controlled DNA valence. In addition, the particle size could be finely tuned in ultrasmall ranges from 1.3 to 2.6 nm with regulation of the ps length of psDNA. The ultrasmall NIR-emitting AuNPs bearing strict DNA valence are also demonstrated to be as powerful building block for well-organized one-dimensional assembly and optical probe for targeted cellular imaging. Such a facile strategy in decoration of luminescent AuNPs with strict DNA valence provides a new pathway for development of surface-functionalizable ultrasmall metal nanoplatforms toward various downstream applications.

Facile in situ synthesis of ultrasmall near-infrared-emitting gold glyconanoparticles with enhanced cellular uptake and tumor targeting.

The simultaneous possession of high tumor-targeting efficiency, long blood circulation, and low normal-tissue retention is critical for future clinically translatable nanomedicines. Herein, we reported a facile in situ glycoconjugation strategy for the synthesis of near-infrared (NIR)-emitting gold glyconanoparticles (AuGNPs, ∼2.4 nm) using 1-thio-ß-d-glucose as both the surface ligand and the reducing agent in the presence of a gold precursor. The ultrasmall AuGNPs showed similar low healthy organ retention to that of the renal-clearable ultrasmall nonglyconanoparticles, but ∼10 and 2.5 times higher in vitro and in vivo tumor-targeting efficiencies, respectively, were observed. This facile glycoconjugation strategy of ultrasmall AuGNPs was found to show activity towards glucose transporters in the cancer cells and prolonged blood circulation with both renal and hepatobiliary clearance pathways, which synergistically enhanced the tumor targeting of the ultrasmall AuGNPs. This discovery provides a smart strategy for the improvement in tumor targeting by ultrasmall NPs and further strengthens our understanding of glycoconjugation in designing future clinically translatable nanomedicines.

Self-Assembly of Luminescent Gold Nanoparticles with Sensitive pH-Stimulated Structure Transformation and Emission Response toward Lysosome Escape and Intracellular Imaging.

Ultrasmall luminescent gold nanoparticles (AuNPs, d < 3.0 nm) with distinct optical properties and good biocompatibilities hold enormous promise for advanced disease theranostics. However, ultrasmall AuNPs generally show low cellular interaction and are hardly ever transported into the specific subcellular compartments, hampering their further biomedical use in cellular delivery and intracellular tracking. Using a conventional cationic polymer chitosan (CS) with the isoelectric point of 6.5 as a template, ultrasmall luminescent AuNPs can be easily formed into self-assembled nanostructures (AuNPs@CS) with significantly enhanced cellular interaction capability and sensitive emission response toward subcellular location. The self-assembled AuNPs@CS become compacted nanostructures (∼23.5 nm) with high luminescence at low pH values (e.g., pH < 6.5) but reversibly transform to swelled structures with weak luminescence at high pH values (e.g., pH 7.4). The self-assembly of AuNPs not only improves the emission properties but also alters the surface charge and assembly size, resulting in both enhanced cellular internalization and effective endosomal escape capability. More importantly, the sensitive luminescence response of the AuNPs@CS from the acidic organelle lysosome to the neutral cytoplasm demonstrates the great potential in optical intracellular tracking.