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- 검색키워드
- 저자 : Minmin Zhang (검색결과 13 건)
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Zhang, Cheng,Xie, Minmin,Zhang, Yi,Zhang, Xiaopeng,Feng, Chong,Wu, Zhijun,Feng, Ying,Yang, Yahui,Xu, Hui,Ma, Tai The Korean Gastric Cancer Association 2022 Journal of gastric cancer Vol.22 No.2
Purpose: This study aimed to identify prognostic factors for patients with distant lymph node-involved gastric cancer (GC) using a machine learning algorithm, a method that offers considerable advantages and new prospects for high-dimensional biomedical data exploration. Materials and Methods: This study employed 79 features of clinical pathology, laboratory tests, and therapeutic details from 289 GC patients whose distant lymphadenopathy was presented as the first episode of recurrence or metastasis. Outcomes were measured as any-cause death events and survival months after distant lymph node metastasis. A prediction model was built based on possible outcome predictors using a random survival forest algorithm and confirmed by 5×5 nested cross-validation. The effects of single variables were interpreted using partial dependence plots. A contour plot was used to visually represent survival prediction based on 2 predictive features. Results: The median survival time of patients with GC with distant nodal metastasis was 9.2 months. The optimal model incorporated the prealbumin level and the prothrombin time (PT), and yielded a prediction error of 0.353. The inclusion of other variables resulted in poorer model performance. Patients with higher serum prealbumin levels or shorter PTs had a significantly better prognosis. The predicted one-year survival rate was stratified and illustrated as a contour plot based on the combined effect the prealbumin level and the PT. Conclusions: Machine learning is useful for identifying the important determinants of cancer survival using high-dimensional datasets. The prealbumin level and the PT on distant lymph node metastasis are the 2 most crucial factors in predicting the subsequent survival time of advanced GC.
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Zhang, Minmin,Jang, Chang-Hyun Korean Chemical Society 2013 Bulletin of the Korean Chemical Society Vol.34 No.10
In this study, we developed a liquid crystal (LC)-based optical sensor for monitoring enzymatic activity through orientational changes in liquid crystals (LCs) coupled to the properties of a poly-${\small{L}}$-lysine (PLL)-based polymeric membrane. We prepared a PLL-based polymeric membrane at the planar interface between the thermotropic liquid crystal and aqueous phases. The PLL-based polymeric membrane was obtained by contacting the PLL solution with water immiscible LCs, 4-cyano-4'-pentyl-biphenyl (5CB) doped with adipoyl chloride. We then investigated the membrane properties by examining the permeability of the membrane to phospholipids, 1,2-didodecanoyl-rac-glycero-3-phosphocholine (DLPC). The permeability of the membrane to transport phospholipids was monitored through the orientational transition of 5CB in contact with the dispersions of DLPC. Since trypsin can enzymatically catalyze the hydrolysis of PLL, we incubated an aqueous trypsin solution with the membrane for 2 h at room temperature to cause an increase in the permeability of the polymeric membrane to DLPC. As a result, a bright to dark optical shift of LCs was observed, which implied that an enzymatic reaction between trypsin and PLL-based membrane occurred. Two control experiments using chymotrypsin and bovine serum albumin (BSA) revealed no sign of improved permeability based on the orientational transition of LCs.
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Minmin Zhang,장창현 대한화학회 2013 Bulletin of the Korean Chemical Society Vol.34 No.10
In this study, we developed a liquid crystal (LC)-based optical sensor for monitoring enzymatic activity through orientational changes in liquid crystals (LCs) coupled to the properties of a poly-L-lysine (PLL)-based polymeric membrane. We prepared a PLL-based polymeric membrane at the planar interface between the thermotropic liquid crystal and aqueous phases. The PLL-based polymeric membrane was obtained by contacting the PLL solution with water immiscible LCs, 4-cyano-4'-pentyl-biphenyl (5CB) doped with adipoyl chloride. We then investigated the membrane properties by examining the permeability of the membrane to phospholipids, 1,2-didodecanoyl-rac-glycero-3-phosphocholine (DLPC). The permeability of the membrane to transport phospholipids was monitored through the orientational transition of 5CB in contact with the dispersions of DLPC. Since trypsin can enzymatically catalyze the hydrolysis of PLL, we incubated an aqueous trypsin solution with the membrane for 2 h at room temperature to cause an increase in the permeability of the polymeric membrane to DLPC. As a result, a bright to dark optical shift of LCs was observed, which implied that an enzymatic reaction between trypsin and PLL-based membrane occurred. Two control experiments using chymotrypsin and bovine serum albumin (BSA) revealed no sign of improved permeability based on the orientational transition of LCs.
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Xu, Hui,Zhang, Xiaopeng,Wu, Zhijun,Feng, Ying,Zhang, Cheng,Xie, Minmin,Yang, Yahui,Zhang, Yi,Feng, Chong,Ma, Tai The Korean Gastric Cancer Association 2021 Journal of gastric cancer Vol.21 No.3
Purpose: While several prognostic models for the stratification of death risk have been developed for patients with advanced gastric cancer receiving first-line chemotherapy, they have seldom been tested in the Chinese population. This study investigated the performance of these models and identified the optimal tools for Chinese patients. Materials and Methods: Patients diagnosed with metastatic or recurrent gastric adenocarcinoma who received first-line chemotherapy were eligible for inclusion in the validation cohort. Their clinical data and survival outcomes were retrieved and documented. Time-dependent receiver operating characteristic (ROC) and calibration curves were used to evaluate the predictive ability of the models. Kaplan-Meier curves were plotted for patients in different risk groups divided by 7 published stratification tools. Log-rank tests with pairwise comparisons were used to compare survival differences. Results: The analysis included a total of 346 patients with metastatic or recurrent disease. The median overall survival time was 11.9 months. The patients were different into different risk groups according to the prognostic stratification models, which showed variability in distinguishing mortality risk in these patients. The model proposed by Kim et al. showed relative higher predicting abilities compared to the other models, with the highest χ<sup>2</sup> (25.8) value in log-rank tests across subgroups, and areas under the curve values at 6, 12, and 24 months of 0.65 (95% confidence interval [CI]: 0.59-0.72), 0.60 (0.54-0.65), and 0.63 (0.56-0.69), respectively. Conclusions: Among existing prognostic tools, the models constructed by Kim et al., which incorporated performance status score, neutrophil-to-lymphocyte ratio, alkaline phosphatase, albumin, and tumor differentiation, were more effective in stratifying Chinese patients with gastric cancer receiving first-line chemotherapy.
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Minmin Yu,Huihui Zhang,Zhongming Liu,Zhao Ge,Fangong Kong,Huili Shao,Xuechao Hu 한국섬유공학회 2019 Fibers and polymers Vol.20 No.8
The regenerated cellulose fiber (Lyocell) and natural cellulose fiber (ramie) with different initial lengths were usedto reinforce polylactide (PLA) by melt compounding and injection molding. The fiber dimension and its distribution incomposites after injection molding were analyzed by high-resolution Fiber Quality Analyzer (FQA). Moreover, the contentsof small fibers with length < 0.2 mm were also provided by FQA. Then the influences of fiber dimension and its distributionon the mechanical properties of the composites were investigated. The results showed that fiber length was reduced duringcompounding and injection molding processes, and the longer the initial fiber length, the more severe the length declined. Compared with ramie fiber, Lyocell fiber showed a longer fiber length, smaller diameter and narrower width distribution incomposite after injection molding. Additionally, the content of small fiber played an important role in the analysis of therelation between the fiber dimension and mechanical properties of composites owing to its smaller aspect ratio. The differentmechanical characteristics of the PLA composites were attributed predominantly to the fiber aspect ratio and the small fibercontent. By comparison, Lyocell fiber exhibited better reinforcement for PLA due to the higher aspect ratio and lower smallfiber content. The tensile strength, tensile modulus and impact strength of Lyocell/PLA composite were increased by 8.61 %,75.43 % and 26.9 %, respectively.
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Zhang Yufan,Xu Huaping,Qiao Hongwei,Zhao Ya,Jiang Minmin 한국영양학회 2024 Nutrition Research and Practice Vol.18 No.2
"BACKGROUND/OBJECTIVES Chronic renal failure (CRF) is a complex pathological condition that lacks a cure. Certain Chinese medicines, such as melittin, a major component in bee venom, have shown efficacy in treating CRF patients. On the other hand, the mechanisms underlying the therapeutic effects of melittin are unclear. MATERIALS/METHODS A 5/6 nephrectomy model (5/6 Nx) of renal failure was established on rats for in vivo assays, and mouse podocyte clone 5 (MPC5) mouse podocyte cells were treated with angiotensin II (AngII) to establish an in vitro podocyte damage model. The 24-h urine protein, serum creatinine, and blood urea nitrogen levels were evaluated after one, 2, and 4 weeks. Hematoxylin and eosin staining, Masson staining, and periodic acid-Schiff staining were used to examine the pathological changes in kidney tissues. A cell counting kit 8 assay was used to assess the cell viability. Reverse transcription polymerase chain reaction and Western blot were used to assess the mRNA and protein levels in the cells, respectively. RESULTS In the rat 5/6 Nx, melittin reduced the 24-h urinary protein excretion and the serum creatinine and blood urea nitrogen levels. Furthermore, the renal pathology was improved in the melittin-treated 5/6 Nx rats. Melittin promoted podocin, nephrin, Beclin 1, and the LC3II/LC3I ratio and inhibited phosphorylated mammalian target of rapamycin (mTOR)/mTOR in 5/6 Nx-induced rats and AngII-induced MPC5 mouse podocyte cells. Moreover, inhibiting autophagy with 3-MA weakened the effects of melittin on podocin, nephrin, and the LC3II/LC3I ratio in podocytes. CONCLUSION Melittin may offer protection against kidney injury, probably by regulating podocyte autophagy. These results provide the theoretical basis for applying melittin in CRF therapy." "BACKGROUND/OBJECTIVES Chronic renal failure (CRF) is a complex pathological condition that lacks a cure. Certain Chinese medicines, such as melittin, a major component in bee venom, have shown efficacy in treating CRF patients. On the other hand, the mechanisms underlying the therapeutic effects of melittin are unclear. MATERIALS/METHODS A 5/6 nephrectomy model (5/6 Nx) of renal failure was established on rats for in vivo assays, and mouse podocyte clone 5 (MPC5) mouse podocyte cells were treated with angiotensin II (AngII) to establish an in vitro podocyte damage model. The 24-h urine protein, serum creatinine, and blood urea nitrogen levels were evaluated after one, 2, and 4 weeks. Hematoxylin and eosin staining, Masson staining, and periodic acid-Schiff staining were used to examine the pathological changes in kidney tissues. A cell counting kit 8 assay was used to assess the cell viability. Reverse transcription polymerase chain reaction and Western blot were used to assess the mRNA and protein levels in the cells, respectively. RESULTS In the rat 5/6 Nx, melittin reduced the 24-h urinary protein excretion and the serum creatinine and blood urea nitrogen levels. Furthermore, the renal pathology was improved in the melittin-treated 5/6 Nx rats. Melittin promoted podocin, nephrin, Beclin 1, and the LC3II/LC3I ratio and inhibited phosphorylated mammalian target of rapamycin (mTOR)/mTOR in 5/6 Nx-induced rats and AngII-induced MPC5 mouse podocyte cells. Moreover, inhibiting autophagy with 3-MA weakened the effects of melittin on podocin, nephrin, and the LC3II/LC3I ratio in podocytes. CONCLUSION Melittin may offer protection against kidney injury, probably by regulating podocyte autophagy. These results provide the theoretical basis for applying melittin in CRF therapy."
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Design of cross-linked baffle and analysis of its wave suppression characteristics
Minmin Shen,Baohong Tong,Chuanbin Sun,Hu Huang,Kun Zhang 대한기계학회 2022 JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY Vol.36 No.12
Under variable speed condition, oil in a fuel tank is shaken violently, thereby causing damage to the fuel tank structure and supply interruption, affecting the safe driving of the vehicle. A structural design scheme of a fuel tank with cross-linked baffle is proposed. Oil sloshing in the fuel tank under braking conditions is numerically simulated using a method verified by experiments. The characteristics of cross-linkage baffled fuel tanks to inhibit oil sloshing are analysed. The results show that the baffles can be linked when stiffeners are installed between baffles in the fuel tank. Applying the force opposite to the oil impact pressure improves the rigidity of the baffle and enables a reduction in fatigue damage. The cross-linked baffled has little influence on the baffle wall pressure but has a certain impact on the shape of oil sloshing. With the increase of braking acceleration, the jet velocity of the oil passing through the baffle pores increases, and the nonlinear phenomenon caused by the jet hitting the liquid surface is further aggravated. With the rise of the fuel tank filling rate, the jet velocity of the oil passing through the baffle pores decreases, and the intensity of sloshing is reduced. The vortex generated near the cross-linked baffle changes the flow field structure, reduces the oil climbing speed, and ultimately restrains sloshing.
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Sensitive Liquid Crystal-based Sensor for Monitoring the Enzymatic Activities of Trypsin
임은지,Minmin Zhang,임진섭,김형진,장창현 대한화학회 2015 Bulletin of the Korean Chemical Society Vol.36 No.4
In this study, a highly sensitive and label-free method was developed to monitor the enzymatic activities of trypsin via orientational transition of liquid crystals (LCs) coupled to the interactions between the polyelectrolyte and phospholipid monolayer. Generally, the positively charged polyelectrolyte interacted with the negatively charged phospholipid monolayer by electrostatic interaction, which caused reorganization of the phospholipid membrane and induced a homeotropic to planar orientational transition of LCs. Enzymatic cleavage of the polyelectrolyte, which was caused by trypsin, eliminated the electrostatic interaction that occurred at the aqueous/LC interface and restored the LC alignment. The optical response of the LC changed in a way that corresponded with the LC molecular arrangement, which enables naked-eye detection under polarized optical microscopy. A rather low detection limit, down to 10 ng/mL, was achieved for trypsin activity detection by applying the proposed method.
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Xutao Mai,Xinxiao Zhang,Minmin Tang,Yuhang Zheng,Daoying Wang,Weimin Xu,Fang Liu,Zhilan Sun 한국식품과학회 2024 Food Science and Biotechnology Vol.33 No.6
An antibacterial nano-hydrogel (ginger essential oil nanoemulsion hydrogel, GEONH) based on Schiff base reaction was prepared using double-formaldehyde micro fibrillated cellulose (DAMFC) and carboxymethyl chitosan (CMCS) loaded with ginger essential oil nanoemulsion (GEON). It was found that when the mass ratio of DAMFC/CMCS/GEON was 1/9/270, the gel time, the water absorbency, gel strength, and morphology were the best. The results of X-ray diffraction and FT-IR confirmed that the aldehyde group on the DAMFC molecular chain formed a stable chemical crosslinking with the amino group on the CMCS molecular chain, resulting in a change in the crystal structure. GEONH showed excellent bactericidal activity against Escherichia coli, Pseudomonas aeruginosa, and Staphylococcus aureus. Simultaneously, the prepared GEONH decreased the total viable count, Malondialdehyde, and total sulfhydryl content and improved the taste in the storage of boiled salted duck. Therefore, GEONH film is a promising fresh-keeping packaging for storing meat products.
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Ming Cheng,Qian Zhang,Mengjing Wang,Bihong Huang,Ye Tao,Chunyan Fan,Hongying Wang,Minmin Zhang 대한이비인후과학회 2023 Clinical and Experimental Otorhinolaryngology Vol.16 No.3
Objectives. We aimed to develop a new calculation model for calcium requirements in dialysis patients following parathy-roidectomy. Methods. A total of 98 patients with secondary hyperparathyroidism receiving parathyroidectomy from January 2014 toJanuary 2022 were enrolled in this study. Among these patients, 78 were randomly selected for construction of thecalcium requirement calculation model, and the remaining 20 patients were selected for model validation. The calci-um requirement model estimated the total calcium supplementation for 1 week after surgery using variables withsignificant relationships in the derivation group by stepwise multiple linear regression analysis. Bias, precision, andaccuracy were measured in the validation group to determine the performance of the model. Results. The model was as follows: calcium requirement for 1 week after surgery =33.798–8.929×immediate postoperativecalcium+0.190×C-reactive protein–0.125×age+0.002×preoperative intact parathyroid hormone+0.003×preopera-tive alkaline phosphatase (R2 =0.8). The model was successfully validated. Conclusion. We generated a novel model to guide calcium supplementation. This model can assist in stabilizing the serumcalcium levels of patients during the early postoperative period. Furthermore, it contributes to the individualized andprecise treatment of hypocalcemia in patients following parathyroidectomy.
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