1.Support Vector Regression for Non-invasive Detection of Human Hemoglobin
Jingze YUAN ; Qipeng LU ; Jingli WANG ; Haiquan DING ; Hongzhi GAO ; Chunyang WU ; Wanxia LI
Chinese Journal of Analytical Chemistry 2017;45(9):1291-1296
To facilitate noninvasive diagnosis of anemia, high-performance and portable near infrared (NIR) spectrometer for human blood constituents was designed and fabricated based on linear variable filter (LVF).Meanwhile, the performance of support vector regression (SVR) model for quantitative analysis of human hemoglobin (Hb) was investigated.Spectral data were collected noninvasively from 100 volunteers by self-designed LVF-NIR spectrometer, then divided into calibration set, validation set 1 and 2.To establish a robust SVR model, grid search method was applied to optimize the penalty parameter and kernel function parameter c=5.28, g=0.33.Then, Hb levels in the validation 1 and 2 sets were quantitatively analyzed.The results showed that the root mean square error of prediction (RMSEP) were 10.20 g/L and 10.85 g/L, respectively, and the relative RMSEP (R-RMSEP) were 6.85% and 7.48%, respectively.The results indicated that the SVR model had high prediction accuracy to Hb level and adaptability to different samples, and could satisfy the requirements of clinical measurement.Based on the SVR algorithm, the self-designed LVF-NIR spectrometer has a wide application prospect in the field of non-invasive anemia diagnosis.
2.Bulk-like endocytosis plays an important role in the recycling of insulin granules in pancreatic beta cells.
Du WEN ; Yanhong XUE ; Kuo LIANG ; Tianyi YUAN ; Jingze LU ; Wei ZHAO ; Tao XU ; Liangyi CHEN
Protein & Cell 2012;3(8):618-626
Although bulk endocytosis has been found in a number of neuronal and endocrine cells, the molecular mechanism and physiological function of bulk endocytosis remain elusive. In pancreatic beta cells, we have observed bulk-like endocytosis evoked both by flash photolysis and trains of depolarization. Bulk-like endocytosis is a clathrin-independent process that is facilitated by enhanced extracellular Ca(2+) entry and suppressed by the inhibition of dynamin function. Moreover, defects in bulk-like endocytosis are accompanied by hyperinsulinemia in primary beta cells dissociated from diabetic KKAy mice, which suggests that bulk-like endocytosis plays an important role in maintaining the exo-endocytosis balance and beta cell secretory capability.
Animals
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Calcium
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metabolism
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Cytoplasmic Granules
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metabolism
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Diabetes Mellitus
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metabolism
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pathology
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Disease Models, Animal
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Dynamins
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metabolism
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Electric Capacitance
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Endocytosis
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physiology
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Insulin
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metabolism
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Insulin-Secreting Cells
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metabolism
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pathology
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Male
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Mice
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Mice, Inbred C57BL
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Patch-Clamp Techniques
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Photolysis
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Primary Cell Culture
3.Roles of Yes-associated protein in epidermal stem cell differentiation after ionizing radiation
Libin WANG ; Junfei CHEN ; Fang YUAN ; Jingze WANG ; Lu LIU ; Xuewu WANG ; Zengqiang YUAN
Chinese Journal of Pharmacology and Toxicology 2024;38(7):511-516
OBJECTIVE To explore the role of Yes-associated protein(YAP)in epidermal stem cell(EPSC)differentiation after ionizing radiation(IR).METHODS ① A punch was used to induce skin injuries on the back of mice.The IR group received localized irradiation with 60 Co γ-rays,while the normal control group did not.Samples were collected at 0,1,3,6,9,and 12 d for RNA and protein extraction.Western blotting was used to detect changes in YAP protein expressions during wound healing.Real-time quantitative polymerase chain reaction(RT-qPCR)was performed to assess the mRNA levels of Yap and its downstream target genes,connective tissue growth factor(Ctgf),and cysteine-rich protein 61(Cyr61).② EPSCs were exposed to 60 Co γ at a dose of 4 or 8 Gy,while the control group was not irradiated.Cells were collected to detect the levels of YAP protein via Western blotting.Cells were collected at 4,12,24,and 36 h post-IR to assess the levels of YAP mRNA by RT-qPCR.③ Short hairpin RNA(shRNA)was used to establish stable YAP knockdown cell lines,and the knockdown efficiency of sh YAP was verified by Western blotting.RT-qPCR was then performed to detect the impact of YAP knockdown on mRNA levels of K1 and K10 after IR.RESULTS① Compared with the control group,the YAP protein level in the IR group during wound healing was significantly reduced(P<0.05,P<0.01),so were the mRNA levels of Yap and its downstream target genes Ctgf and Cyr61(P<0.05,P<0.01).② Compared to the cell control group,the mRNA and protein levels of YAP in the IR group cells were significantly reduced(P<0.01).③ In the sh YAP cells,the YAP protein level was significantly reduced(P<0.01).Furthermore,the mRNA levels of K1 and K10 were significantly decreased after IR in sh YAP cells(P<0.01).CONCLUSION YAP can regulate EPSC differentiation in wound healing after IR.
4.Morphological Characteristics of Normal and Gynandromorphic Hyalomma asiaticum Schulze and Schlottke, 1930.
Ze CHEN ; You Quan LI ; Qiao Yun REN ; Jin LUO ; Yonghong HU ; Kai LI ; Guang Yuan LIU ; Jian Xun LUO ; Jingze LIU ; Hong YIN
The Korean Journal of Parasitology 2015;53(3):361-364
Gynandromorphic ticks are extremely rare, and often attract parasitologists' attention. During our examination of tick specimens, an engorged gynandromorph of Hyalomma asiaticum was noticed. This is the first record of gynandromorphic ticks from China. In this study, several important morphological structures of normal and gynandromorphic H. asiaticum were analyzed. Comparing to the normal H. asiaticum, the gynandromorphic specimen was a typical bipartite protogynander. Its right side showed normal female characteristics, whereas the left side had normal male traits. Different from other gynandromorphic ticks containing 1 anus, this tick reported here had 2 complete anuses, and the anus of the male part had a single adanal plate.
Animals
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Chimera/*anatomy & histology/genetics
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China
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Female
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Ixodidae/*anatomy & histology/genetics
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Male
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Sheep
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Sheep Diseases/*parasitology
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Tick Infestations/parasitology/*veterinary