Imitating the structure of coupled biological nervous system, artificial neural network (ANN) can be applied to pattern analysis, signal procession and etc. This paper mainly explains physical concepts to make the medical students and workers familiar with the neural network, especially ANN and its applications to the detection and analysis of medical image.

BACKGROUND:The immunological rejection between host and graft is the leading cause of organ
transplantation failure. The traditional immunosuppressive agents have been unable to meet the needs of clinical treatment. Antibody-drug conjugate, as a type of new drugs, may be hope for the treatment of immune rejection. OBJECTIVE:To comprehensively analyze the composition of antibody-drug conjugates, mechanism of action, clinical research progress as wel as the development trend.
METHODS:A computer-based online retrieval was performed to search papers in CNKI and PubMed database using the key words of ADCs, immunosuppressive agents, immunotoxins, organ transplantation, graft rejection in Chinese and English. Recently published or published in the prestigious journals were selected in the same field. After excluding objective-independent papers and repeated studies, 42 papers were included for further analysis. RESULTS AND CONCLUSION:Antibody-drug conjugates, as highly effective and lowly toxic immunosuppressant, have achieved a breakthrough in treatment of targeting tumor, while the role of it in anti-immune rejection is stil at the exploratory stage. For islet transplantation, novel antibody-drug conjugates are required to block CD8+T effector by CD103/E-Cadherin pathway, and wil probably serve as a potential drug intervention for al ograft rejection.

We established a rapid detection method of New Delhi Metallo-beta-Lactamase Gene (NDM-1) based on Loop-mediated Isothermal Amplification (LAMP). With the application of LAMP, we designed four sets of LAMP premiers, using NDM-1 gene as the target sequence, and selected the set of optimal primers. Meanwhile, we established optimal reaction systems and conditions to carry out the sensitivity and specificity experiments. The experiment results showed that the whole detection process took only one hour and could be observed visually. In the experiment of sensitivity, NDM-1 gene had a detection limit of 6 copies in each reaction. In the experiment of specificity, we detected NDM-1 gene in 4 pathogen strains (Klebsiella pneumoniae, Escherichia coli, Staphylococcus aureus, Streptococcus pneumoniae), and the total DNA from intestinal microbes and the total DNA from soil microbes. We had not detected the amplification reactions. The detection method established could rapidly detect NDM-1 gene and visualize the experiment result. The method is easy to operate and has high sensitivity and specificity and thus has great application value in basic research laboratories, emergent detection and spot detection.
Bacteria ; enzymology ; genetics ; Bacteriological Techniques ; methods ; DNA, Bacterial ; genetics ; Escherichia coli ; enzymology ; genetics ; Klebsiella pneumoniae ; enzymology ; genetics ; Nucleic Acid Amplification Techniques ; methods ; Sensitivity and Specificity ; Staphylococcus aureus ; enzymology ; genetics ; Streptococcus pneumoniae ; enzymology ; genetics ; beta-Lactamases ; genetics

Objective:To study the feasibility of transplantation of normal rat penile corpus cavernosum and major pelvic ganglion (MPG)into the renal subserous region of a Nu /Nu mouse based on allograft technology.Methods:Penile corpus cavernosum and MPG,harvested from Sprague-Dawley (SD)rats under sterile condition,were transplanted underneath the kidney capsule of Nu /Nu mice through the mi-crosurgery instruments and surgery microscope.The histopathologic changes and cellular proliferation in the transplanted penile corpus cavernosum and MPG were then analyzed at the end of 1week and 4 weeks after transplantation.Histological staining and immunohistochemical staining were used to evaluate the main outcome measures.Results:After 1 week,the tissue morphology of the transplanted corpus caverno-sum underneath the kidney capsule of Nu /Nu mice was consistent with normal penile corpus cavernosum, and blood could be observed in the penis cavernous sinus of the graft;after 4 weeks,the mophorlogy of the tranplanted corpus cavernosum near the kidney was consistent with normal penile corpus cavernosum, while fibrosis was noteworthy in the graft away from the kidney,but blood could still be seen in the penis cavernous sinus.After 1 week,the tissue morphology of the transplanted MPG was consistent with normal MPG,multiple islet-like cell clusters could be seen in the transplanted MPG in the renal subserous re-gion,and angiogenesis could be observed near the kidney;after 4 weeks,a network of blood vessels was clearly visible away from the kidney,and islet-like cell clusters were still clearly observed in the trans-planted MPG.In addition,ki67 positive cells were observed in the transplanted penile corpus cavernosum and MPG after 4 weeks of transplantation,which indicated that there was still cell proliferation activity in the grafts.Conclusion:The transplanted corpus cavernosum and MPG underneath the kidney capsule of Nu /Nu mice could survive at least 4 weeks.Moreover,the inner structure of the transplanted corpus ca-vernosum and MPG was close to the normal tissue.The underlining mechanism may be related to the lo-cal microenvironment underneath the kidney capsule of Nu /Nu mice and the neovascularization in the transplanted grafts.