A total of 101 honey samples that originated from 20 different unifloral honey and other multifloral honey samples were collected from China.FT-NIR spectrometer were applied to determinate the content of fructose and glucose of honey with two different modes: transflectance (800-2500 nm, 2 mm optical path length) and transmittance (800-1370 nm, 20 mm optical path length).It was found that the prediction accuracy of fructose and glucose had significant difference with the two modes.In order to analyze the reason of this difference, support vector machine (SVM) was used to analyze the non-linear information, and genetic algorithm (GA) was used to analyze the characteristic wavelengths.The result indicated that the detection difference of fructose and glucose was originated from their different characteristic wavelengths.Through the optimization of detection method, it was found that for the determination of glucose, short wavelength and long optical path length should be used, on the other side, the whole wavelength region and short wavelength, with selecting the characteristic wavelength to avoid the disturb of water can also be used.For the determination of fructose, whole wavelength region and short optical path length should be used.Linear regression methods such as PLSR could obtain good results, and non-linear methods such as SVM did not improve the model performance.

Objective To investigate spliceosome of suppresser of fused(SUFU),a major member of hedgehog signaling pathway in human pancreatic cancer.Methods SUFU fragment was amplified by using reverse transcription and 3' RACE.After sequencing,a new exon was discovered,and then nSUFU was amplified by RT-PCR.nSUFU and SUFU were transfected into SW1990 by liposomes,and then the expressions of SUFU protein encoded by new spliceosome in SW1990 cells and pancreatic cancer tissues were detected by Western blot.Results PCR products by 3'RACE were of 600 bp,after sequencing and comparison with Blast data of NCBI,it was detected that a new exon was inserted between SUFU mRNA isoforml (NM_016169.3) exon 10 and exon 11.After verification with SW1990,it was noted the entire new spliceosome containing new exon was of 1400 bp.SW1990 with nSUFU transfection strongly expressed nSUFU protein,and pancreatic cancer tissues expressed both SUFU and nSUFU protein.Conclusions A new spliceosome of SUFU,which can encode SUFU protein,is present in pancreatic cancer tissue and cell.