1.Synthesis of biodiesel from crude oil by immobilized lipase.
Junkui LI ; Jike LU ; Fang WANG ; Tianwei TAN ; Li DENG
Chinese Journal of Biotechnology 2009;25(6):941-945
We used immobilized lipase from Candida sp. 99-125 to produce fatty acid methyl esters (FAMEs) from crude oil and methanol. We studied the effects of phospholipids on activity of immobilized lipase, reaction velocity, stability of immobilized lipase and the stability of immobilized lipase in crude and refined oil. Results showed that the activity of the lipase immersed in petroleum ether with 1% phospholipids dropped more quickly than the lipase in petroleum ether without phospholipids. When soybean oil was used without phospholipids as material, the FAMEs yield of 15 min was 26.2%, whereas the yield decreased to 12.4% when there were 5% phospholipids in the soybean oil. However when the phospholipids content was below 1%, the stability of the lipase did not change obviously. The lipase was stable when used to catalyze crude soybean oil and crude jatropha oil, after 10 cycles the FAMEs yield was still above 70%. This lipase showed great potential for industrial production of biodiesel from crude oil.
Biofuels
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analysis
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Candida
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enzymology
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metabolism
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Enzymes, Immobilized
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Fatty Acids
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metabolism
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Lipase
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metabolism
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Methanol
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metabolism
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Methyl Ethers
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metabolism
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Petroleum
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metabolism
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Phospholipids
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metabolism
2.Study on Online Doctor Response Adoption Prediction Based on Multimodal Data Mining
Weiwei DENG ; Tianwei YU ; Han CHEN ; Guohe FENG
Journal of Medical Informatics 2024;45(2):44-51
Purpose/Significance To use multimodal data analysis method to mine medical Q&A data in online healthcare platforms and predict whether patients will adopt online doctors'responses.Method/Process First,numerical,categorical,textual,and visual data related to doctor-patient Q&A are obtained from online healthcare platforms,and three datasets of acute disease,chronic disease and mixed disease are constructed according to disease types.Then,normalization,one-hot encoding,Med-BERT,and convolutional neural network are used respectively to process numerical,categorical,textual,and visual data.Finally,a gradient boosting decision tree is used to predict whether patients will adopt online doctors'responses.Result/Conclusion Doctors'profile pictures can improve the prediction effect of online doctor response adoption,and multimodal data mining can effectively predict the response adoption.
3.Progress on biodiesel production with enzymatic catalysis in China.
Tianwei TAN ; Jike LU ; Kaili NIE ; Haixia ZHANG ; Li DENG ; Fang WANG
Chinese Journal of Biotechnology 2010;26(7):903-906
This paper reports the progress of biodiesel production with enzymatic catalysis in Beijing University of Chemical Technology, one of the leaders in biodiesel R & D in China, which includes screening of high-yield lipase production strains, optimization and scale-up of the lipase fermentation process, lipase immobilization, bioreactor development and scale-up, biodiesel separation and purification and the by-product glycerol utilization. Firstly, lipase fermentation was carried out at industrial scale with the 5 m3 stirred tank bioreactor, and the enzyme activity as high as 8 000 IU/mL was achieved by the species Candida sp. 99-125. Then, the lipase was purified and immobilized on textile membranes. Furthermore, biodiesel production was performed in the 5 m3 stirred tank bioreactor with an enzyme dosage as low as 0.42%, and biodiesel that met the German biodiesel standard was produced. And in the meantime, the byproduct glycerol was used for the production of 1,3-propanediol to partly offset the production cost of biodiesel, and 76.1 g/L 1,3-propanediol was obtained in 30 L fermentor with the species Klebsiella pneumoniae.
Biofuels
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Bioreactors
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Biotechnology
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economics
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methods
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Candida
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enzymology
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Catalysis
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China
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Enzymes, Immobilized
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metabolism
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Esterification
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Fermentation
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Lipase
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metabolism
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Plant Oils
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chemistry
4.Application of injection autologous tissue homogenate implantation in surgical treatment of secondary hyperparathyroidism
Sheng XIAO ; Fei DENG ; Tianwei XIE ; Shuang YANG ; Xun JIAN
China Modern Doctor 2023;61(34):31-33,80
Objective To investigate the application value of injectable autogenous tissue homogenate implantation in surgical treatment of secondary hyperparathyroidism(SHPT).Methods A total of 46 patients with SHPT who underwent long-term regular hemodialysis and failed medical treatment in Sichuan Mianyang 404 Hospital from June 2017 to June 2021 were selected.According to random number table method,the patients were divided into homogenate injection group and particle embedding group,with 23 cases in each group.Parathyroidectomy(PTX)plus autogenous forearm injection homogenate implantation was performed in homogenate injection group,and PTX plus autogenous forearm particle implantation was performed in particle embedding group.The changes in blood calcium,blood phosphorus,intact parathyroid hormone(iPTH),and alkaline phosphatase(ALP)of two groups before and after operation,as well as the improvements in vascular calcification,pruritus,bone pain,and sleep disorders after operation were compared.Results One year after surgery,the serum calcium level of two groups were significantly higher than before treatment,and the serum phosphorus,iPTH and ALP levels were significantly lower than before treatment(P<0.05).The serum calcium level in homogenate injection group was significantly higher than that in particle embedding group,and the serum phosphorus,iPTH and ALP levels were significantly lower than those in particle embedding group(P<0.05).The improvement of blood vessel calcification,pruritus,bone pain and sleep disorder in homogenate injection group were better than those in particle embedding group(P<0.05).Conclusion Injectable autologous tissue homogenate implantation for refractory SHPT patients is safe and effective,with high success rate,less trauma,and can improve patient symptoms and quality of life.
5.Robot-assisted radical cystectomy with total intracorporeal ileal conduit: comparative analysis with extracorporeal ileal conduit
Jiale TIAN ; Tianwei YUN ; Wei ZHANG ; Yongming DENG ; Tingsheng LIN ; Yifan SUN ; Rong YANG ; Shiwei ZHANG ; Weidong GAN ; Xiaogong LI ; Gutian ZHANG ; Hongqian GUO
Chinese Journal of Urology 2021;42(7):524-529
Objective:To compare the perioperative complications and prognosis of intracorporeal and extracorporea lileal conduit urinary diversion(ICUD or ECUD)following robot-assisted radical cystectomy(RARC).Methods:The data of 95 patients who underwent RARC treatment in Nanjing Drum Tower Hospital from March 2016 to June 2019 were retrospectively analyzed. Among them, 37 underwent ICUD and 58 underwent ECUD. In the ICUD group, there were 32 males and 5 females, aged(68.0±7.8) years, body mass index (BMI) of (24.1±3.4) kg/m 2, American Society of Anesthesiologists(ASA)score of 1-2 in 4 cases(10.8%), ASA score of 3-5 in 33 cases(89.2%), preoperative hemoglobin of(126.5±14.2)g/L, albumin of(39.0±2.2)g/L, and C-reactive protein of 4.0(2.0-8.5) mg/L. In the ECUD group, there were 53 males and 5 females, aged(67.5±9.0)years, BMI of(24.2±3.6)kg/m 2, ASA score of 1-2 in 16 cases(27.6%), ASA score of 3-5 in 42 cases (72.4%) , preoperative hemoglobin of(129.0±12.4)g/L, albumin (38.2±3.1) g/L, and C-reactive protein of 4.9 (3.1-14.4) mg/L. There was no significant difference in preoperative data between the two groups ( P>0.05). The two groups underwent RARC and pelvic lymph node dissection similarly. The ICUD group underwent a total intracorporeal ileal conduit and the ECUD group underwent extracorporeal ileal conduit with direct vision through a median incision in the lower abdomen.There were 32 cases (86.5%) and 46 cases (79.3%) undergoing expanded pelvic lymph node dissection in the ICUD group and the ECUD group respectively, and the difference was not statistically significant ( P=0.374). The complications were graded according to the Clavien-Dindo grading system. The perioperative complications and prognosis of the two groups were compared. Results:The operation time of the ICUD group and the ECUD group were (430±63) min vs. (410±69) min, respectively ( P=0.163). The estimated blood loss were (435±233) ml vs. (388±277) ml, respectively ( P=0.182). Intraoperative blood transfusion were 10 cases (27.0%) and 12 cases (20.7%)( P=0.475). None of the above differences were statistically significant. Postoperative albumin of the ICUD group and the ECUD group were (31.5±2.4) g/L vs. (31.0±2.8) g/L ( P=0.387), postoperative C-reactive protein were 30.9 (10.4-52.1) mg/L vs.29.5 (14.4-58.5) mg/L ( P=0.655) and postoperative hemoglobin were (110.0±13.8) g/L vs. (113.7±13.4) g/L ( P=0.187). The postoperative feeding recovery were 4(3-5) d vs. 4(3-5) d ( P=0.752) and the postoperative hospital stay were 13(10-19) d vs. 13(11-18) d ( P=1.000). There was no statistically significant difference in perioperative data. The postoperative pathological examination results of ICUD group and ECUD group showed that there were 17 cases (45.9%) vs.19 cases (32.8%) in T a/T 1/Tis stage, 12 cases (32.4%) vs. 18 cases (31.0%) in T 2 stage, 5 cases (13.5%) vs. 19 cases (32.8%) in T 3 stage, 3 cases (8.1%) vs. 2 cases (3.4%) in T 4 stage, respectively and the difference was not statistically significant( P=0.166). The number of lymph nodes removed were (18.2±6.7) vs.(16.5±7.9)( P=0.178) and the number of patients with positive lymph nodes were 6(16.2%) vs.11(19.0%), respectively( P=0.733). None of the patients had positive margins. There was no statistically significant difference in pathological examination overall. There were 14 cases (37.8%) in the ICUD group and 21 cases (36.2%) in the ECUD group experiencing complications within 30 days after operation and the difference was not statistically significant( P=0.872). The complications within 90 days after operation were 14 cases (37.8%) vs. 24 cases (41.4%) respectively and the difference was not statistically significant( P=0.731). Clavien-Dindo grade Ⅲ-Ⅴ complications in the two groups were 1 case (2.7%) vs.1 case (1.7%) respectively, with no significant difference ( P=0.849). One patient in the ICUD group developed an intestinal anastomotic leakage and underwent reoperation for repairing and 1 patient in the ECUD group developed mechanical intestinal obstruction and underwent reoperation. The rate of readmission within 90 days after operation of the ICUD group was lower than that of the ECUD group, but the difference was not statistically significant [3 cases (8.1%) vs. 11 cases (19.0%), P=0.090]. Postoperative follow-up was 13-53 months and the median follow-up of ICUD group and ECUD group were 19 months and 31 months respectively. There was no significant difference in the survival curve between the two groups( P=0.746). The 1-year survival rate was 91.9% in the ICUD group and 91.4% in the ECUD group. Routine re-examination of urinary system CT or B-ultrasound was performed 3 months, 6 months and 1 year after surgery. The incidence of ureteral dilatation/hydronephrosis in the ICUD group was lower than that of the ECUD group, with 4.1%(3 sides) vs. 14.7%(17 sides)( P=0.020). Conclusion:Compared with RARC+ ECUD, RARC+ ICUD does not increase the incidence of complications within 90 days after surgery and may reduce the risk of upper urinary tract dilatation.
6. Role and Mechanism of Colon Circadian Clock Gene Bmal1 Involved in Symptoms of Irritable Bowel Syndrome With Diarrhea
Yanjun WANG ; Weiwei ZENG ; Jianru ZHU ; Jing WANG ; Dongfeng CHEN ; Min YANG ; Suxia LI ; Tianwei DENG
Chinese Journal of Gastroenterology 2021;26(7):389-394
Background: Symptoms of irritable bowel syndrome with diarrhea (IBS-D) are known to be influenced by circadian oscillation; however, the pathophysiological mechanism is still unclear. Aims: To investigate the role and underlying mechanism of colon circadian clock gene Bmal1 involved in the occurrence of symptoms in IBS-D patients. Methods: Forty-six patients with IBS-D and 34 normal controls from Army Medical Center of PLA during September 2018 to February 2021 were recruited in this study. IBS-severity scoring system (IBS-SSS) was used to evaluate the severity of IBS-D symptoms. A colonoscopy was performed to obtain biopsy specimens from rectosigmoid colon. The concentration of 5-hydroxytryptamine (5-HT), and expressions of Bmal1 and chromogranin A (CgA), a biomarker of enterochromaffin cells (EC cells), in colonic mucosa were detected by ELISA and double-labeled immunofluorescence, respectively. Results: Both the 5-HT concentration and number of EC cells in colonic mucosa of IBS-D patients were significantly higher than those of the normal controls (all P< 0.05). Bmal1 was mainly expressed in intestinal epithelial cells and was highly expressed in EC cells. Co-expression of Bmal1 and CgA was observed. Compared with the normal control group biopsied at the same time point, expression of Bmal1 was significantly higher in specimens taken at 9 a.m., and expression of Bmal1 was significantly lower in specimens taken at 17 p.m. in IBS-D patients (all P< 0.05). Spearman correlation coefficient analysis showed that Bmal1 expression at 9 a.m. was positively correlated with the total score of IBS-SSS and subscore of abdominal pain and discomfort (r
7. Role and Mechanism of Intestinal NDRG2 Mediating Visceral Hypersensitivity Following Exposure to PTSD
Jing WANG ; Yanjun WANG ; Weiwei ZENG ; Dongfeng CHEN ; Min YANG ; You WANG ; Yangmei CHEN ; Tianwei DENG ; Huaping LIANG ; Jianmin WANG ; Jian ZHANG
Chinese Journal of Gastroenterology 2021;26(3):139-144
Background: Visceral hypersensitivity is considered as a key pathophysiological mechanism involved in functional gastrointestinal disorders (FGIDs). Visceral nociception and hyperalgesia is existed extensively following exposure to post-traumatic stress disorder (PTSD), however, its molecular mechanism in intestinal tract is unclear. Aims: To explore the potential role of N-Myc downstream-regulated gene 2 (NDRG2) in intestinal tract for mediating visceral hypersensitivity following exposure to PTSD. Methods: PTSD model was established by single prolonged stress (SPS). SD rats were divided into normal control group, CTX group, PTSD group and PTSD+CTX group. Mice were divided into normal control group, PTSD group, NDRG2
8.Preparation Methods and Evaluation Criteria Analysis of Animal Models for Perimenopausal Syndrome
Tianwei LIANG ; Yasheng DENG ; Hui HUANG ; Na RONG ; Xin LIU ; Yujie WANG ; Jiang LIN
Laboratory Animal and Comparative Medicine 2024;44(1):74-84
Objective To comprehensively analyze the reported preparation methods for animal models of perimenopausal syndrome (PS), to compare the advantages and disadvantages of various preparation elements and detection indexes, so as to provide useful references for the optimization of the relevant animal models as well as the standardization of their application in the efficacy evaluation of new drugs.MethodsIn this paper, literature research methods were applied using "perimenopausal syndrome" as the subject term. The publication period of the literature was limited to January 2016 to February 2023. Relevant literature on the preparation of PS animal models was retrieved from databases such as China National Knowledge Infrastructure, Wanfang database, and PubMed. After screening the experimental literature that met the inclusion and exclusion criteria, detailed information on experimental animal strains, modeling methods, duration of drug administration, positive drugs, detection indexes and other relevant information were collected. After the above information was standardized, the PS animal model database was established using Excel 2010 software. The model preparation elements and evaluation indexes were summarized systematically, and the statistical results were processed and analyzed using Excel 2010 software.Results A total of 247 articles were screened. SD rats (164 times, 65.86%) and Wistar rats (35 times, 14.06%) were often used to prepare PS animal models. Bilateral ovariectomy (139 times, 53.87%) and natural aging (43 times, 16.80%) were chosen as modeling methods. The ages of rats used for modeling ranged from 7 weeks to 18 months, with 3-month-old rats (22 times, 21.78%) being the most common. The detection indexes were comprehensively evaluated from multiple perspectives, including serum biochemistry, vaginal exfoliated cell smear, histomorphology, general observation, behavioral observation, and organ tissue protein immunoblotting. Western medical evaluation indexes were commonly used to test the successful preparation of models, with vaginal exfoliated cell smears being the most frequently used method (125 times, 85.04%). A model was considered successfully prepared when estrous cycle disorder or irregularity was observed. Some literature also determined modeling success by detecting a significant decrease in serum estradiol levels (5 times, 3.04%). Traditional Chinese medicine (TCM) syndrome evaluation often used a combination of Chinese and Western medical evaluation indexes for comprehensive evaluation, with researchers determining the TCM syndrome through vaginal exfoliated cell smears supplemented by general observation (3 times, 2.04%).Conclusion There are many methods for preparing PS animal models, but there are still significant differences in the selection of animal species, age, criteria for successful modeling, and TCM syndrome evaluation in the related literature.
9.Evaluation and Analysis of Modeling Methods for Animal Models with Diminished Ovarian Reserve
Hui HUANG ; Yasheng DENG ; Tianwei LIANG ; Yiqing ZHENG ; Yanping FAN ; Na RONG ; Jiang LIN
Laboratory Animal and Comparative Medicine 2023;43(4):422-428
ObjectiveTo analysis the modeling characteristics of diminished ovarian reserve (DOR) animal models, and provide the reference for the standardization of DOR animal models.MethodsThe research articles on DOR animal models were retrieved. Microsoft Excel 2010 software was used to summarize the experimental animal species, modeling methods, modeling cycles, high-frequency detection indexes and types of positive drugs documented in the literature, and the data results were evaluated and analyzed by NoteExpress software.ResultsA total of 93 research articles on DOR that met the criteria were enrolled. And it was found that, SD rat was the most frequently used animal type (68 times, 73.12%), followed by C57BL/6 mouse (13 times, 13.98%), while the tripterygium wilfordii treatment was the most frequently used modeling method (38 times, 40.86%), followed by the cyclophosphamide treatment (28 times, 30.11%) for DOR animal models. The high frequency detection indicators were vaginal exfoliation cytology detection (93 times, 23.97%) and HE staining to observe histopathological changes (72 times, 18.56%). Among these 64 research articles containing positive control drugs, the most frequently used western drug was estrogen (50 times,62.50%) and Chinese Traditional medicine was Kuntai capsules (2 times, 2.50%).ConclusionsSD rats are mostly used to induce modeling in animal experiments on DOR through tripterygium wilfordii and cyclophosphamide, which can effectively improve the experimental efficiency. It is recommended to integrate the results of ovarian histopathology and serum biochemical indexes for model assessment.
10.Application Analysis of Animal Models for Pelvic Inflammatory Disease Based on Data Mining
Yiqing ZHENG ; Yasheng DENG ; Yanping FAN ; Tianwei LIANG ; Hui HUANG ; Yonghui LIU ; Zhaobing NI ; Jiang LIN
Laboratory Animal and Comparative Medicine 2024;44(4):405-418
Objective To investigate the key elements for model establishment and determine the evaluation indicators of animal models for pelvic inflammatory disease (PID), providing a reference for improving modelling methods and optimizing the application of PID animal models. Methods The search query "Pelvic Inflammatory Disease" AND "Animal Model" OR "Rat" OR "Mouse" OR" Guinea Pig" OR "Rabbit" OR "Dog" OR "Pig" was used to retrieve relevant literature on PID animal models published from 2013 to 2023 in China Knowledge Network Infrastructure (CNKI), Wanfang, and PubMed databases. The studies were analyzed and categorized based on experimental animal types, modelling methods, modelling cycles, detection indicators, positive control drugs, and administration duration. A database was established for statistical analysis. Results A total of 214 research articles on PID animal models meeting the inclusion criteria were identified. The most commonly used model animals are Sprague Dawley (SD) rats, followed by Wistar rats. The most frequently employed modelling method is a combination of mechanical injury and bacterial infection, followed by the phenol mucilage method. The most common modelling cycles for acute pelvic inflammatory disease (APID) and chronic pelvic inflammatory disease (CPID)/sequelae of pelvic inflammatory disease (SPID) are 8 to 14 days, while for PID models without specific staging, the cycles are 7 days. High-frequency detection methods and indicators include histopathological observation using hematoxylin-eosin staining, enzyme-linked immunosorbent assay (ELISA) for serum-related indicators, morphological changes of tissues observed with the naked eye, and immunohistochemical detection of related protein expression in uterine tissues, and pathological scoring. The most frequently used positive control drugs are Fuke Qianjin Tablets, followed by Jingangteng Capsules. The most common administration duration for APID is 7 days, and for CPID/SPID models, it ranges from 15 to 21 days. Conclusion Currently, SD rats and Wistar rats are commonly used as experimental animals for PID models. The dual modelling method of mechanical injury combined with mixed bacterial infection aligns closely with clinical pathogenesis and can be used to establish a PID model that simulates postoperative uterine cavity infection. Depending on the research objectives, different positive drugs and detection indicators should be selected for comprehensive evaluation. Most existing PID animal model studies are based on western medical diagnosis, with fewer studies focusing on Traditional Chinese Medicine (TCM) syndromes. There is a need to integrate TCM theories of etiology and pathogenesis to construct PID animal models that are more in line with TCM clinical symptoms.