Towards artificial general intelligence via a multimodal foundation model.

The fundamental goal of artificial intelligence (AI) is to mimic the core cognitive activities of human. Despite tremendous success in the AI research, most of existing methods have only single-cognitive ability. To overcome this limitation and take a solid step towards artificial general intelligence (AGI), we develop a foundation model pre-trained with huge multimodal data, which can be quickly adapted for various downstream cognitive tasks.

Class-Aware Sounding Objects Localization via Audiovisual Correspondence.

Audiovisual scenes are pervasive in our daily life. It is commonplace for humans to discriminatively localize different sounding objects but quite challenging for machines to achieve class-aware sounding objects localization without category annotations, i.e.

MicroRNA-214 promotes chronic kidney disease by disrupting mitochondrial oxidative phosphorylation.

Mitochondria are critical in determining a cell's energy homeostasis and fate, and mitochondrial dysfunction has been implicated in the pathogenesis of chronic kidney disease (CKD). We sought to identify causative mitochondrial microRNAs. A microarray screen of kidney tissue from healthy mice identified 97 microRNAs that were enriched in the mitochondrial fraction.

Rapid screening and identification of dominant B cell epitopes of HBV surface antigen by quantum dot-based fluorescence polarization assay.

A method for quickly screening and identifying dominant B cell epitopes was developed using hepatitis B virus (HBV) surface antigen as a target. Eleven amino acid fragments from HBV surface antigen were synthesized by 9-fluorenylmethoxy carbonyl solid-phase peptide synthesis strategy, and then CdTe quantum dots were used to label the N-terminals of all peptides. After optimizing the factors for fluorescence polarization (FP) immunoassay, the antigenicities of synthetic peptides were determined by analyzing the recognition and combination of peptides and standard antibody samples.

[Effect of p53 on the variation of renal tubular epithelial cells after kidney ischemia/reperfusion injury].

Aim: To observe the variation of renal tubular epithelial cells in p53(+/+) and p53(-/-) mice with young or old age at different time after kidney ischemia/reperfusion injury (IRI), and to investigate the contribution of p53 gene in the variation.

Methods: p53(+/+) and p53(-/-) male mice at age of 2 and 12 months were made ischemic by clamping left renal hila for 45 min. At 0, 1, 3 and 7 d, 1, 3 and 6 month after reflow, renal tissues were processed for morphometric observation and proliferating cell nuclear antigen(PCNA), apoptosis and senescence-associated beta-galactosidase (SA-beta-gal) analysis, using hematoxylin and eosin stain, immunohistochemistry, terminal deoxynucleotidyl transferase-mediated dUTP-biotin in situ nick-end labeling (TUNEL) and histochemical staining, respectively.

Construction of engineered murine embryonic stem cells with conditional knockout of FGFR2 depending on Cre-loxP.

Objective: To investigate the functions of Fibroblast Growth Factor Receptor-2 (FGFR2) at different stages of cell differentiation. The engineered murine embryonic stem (ES) cells with conditional knockout of FGFR2 were developed depending on Cre-loxP.

Methods: Cre-loxP system was used in a conditional targeting vector.

[Effect of p21 on the changes in renal tubular epithelial cells after ischemia/reperfusion injury of kidney].

Objective: To investigate the contribution of p21 gene in renal tubular epithelial cells in p21 (+/+) and p21 (-/-) mice of young and old ages at different times after kidney ischemia/reperfusion injury (IRI).

Methods: In p21 (+/+) and p21 (-/-) male mice at the ages of 2 and 12 months the kidneys were made ischemic by clamping the left renal artery for 45 minutes followed by declamping. On 0, 1, 3 and 7 days, 1, 3 and 6 months after reflow, renal tissue was processed for pathological study, determination of proliferating cell nuclear antigen (PCNA), apoptosis and senescence-associated beta-galactosidase (SA-beta-gal) analysis, using hematoxylin and eosin staining, immunohistochemistry, terminal deoxynucleotidyl transferase-mediated dUTP-biotin in situ nick-end labeling (TUNEL), and histochemical staining, respectively.

[Gly374Arg mutation in Fgfr3 causes achondroplasia in mice].

Objective: To establish the mouse model of Gly374Arg mutation in fibroblast growth factor receptor 3(Fgfr3) and to analyze the phenotype of the mutant mice.

Methods: The double PCR was used to introduce Gly374Arg point mutation into mouse Fgfr3. The electroporation of embryonic stem(ES) cells was carried out with targeting vector.