1.Naringin inhibits iron deposition and cell apoptosis in bone tissue of osteoporotic rats
Shuangli LAN ; Feifan XIANG ; Guanghui DENG ; Yukun XIAO ; Yunkang YANG ; Jie LIANG
Chinese Journal of Tissue Engineering Research 2025;29(5):888-898
BACKGROUND:It has been found that abnormal apoptosis of bone tissue cells induced by abnormal iron metabolism plays an important role in the progression of osteoporosis. OBJECTIVE:To investigate the effect of naringin on iron metabolism and cell apoptosis in bone tissue of rats with osteoporosis. METHODS:Fifty 2-month-old female Sprague-Dawley rats were randomly divided into five groups with 10 rats in each group:sham group,osteoporosis group,naringin low-dose group,naringin high-dose group,and naringin high-dose+DKK-1 group.Except for the sham group,rat models of osteoporosis were established by removing bilateral ovarian tissues in the other groups.At 8 weeks after modeling,rats in the naringin low-and high-dose groups were given 100 and 400 mg/kg/d naringenin by gavage,respectively,and rats in the naringenin high dose+DKK-1 group were given 400 mg/kg/d naringin by gavage and subcutaneous injection of 25 mg/kg/d DKK-1,an inhibitor of the Wnt1 signaling pathway,for 7 consecutive days.Relevant indexes were detected after administration. RESULTS AND CONCLUSION:Compared with the osteoporosis group,naringin could enhance the bone mineral density and serum calcium and superoxide dismutase levels in rats(P<0.05),and reduce the serum levels of osteocalcin,malondialdehyde,and phosphorus(P<0.05),while DKK-1 could partially inhibit the interventional effect of naringin(P<0.05).Results from Micro-CT scanning,hematoxylin-eosin and TUNEL staining showed that compared with the osteoporosis group,naringin significantly improved bone microstructure and reduced the rate of cell apoptosis,while DKK-1 partially inhibited the interventional effect of naringin.Immunofluorescence staining results showed that compared with the osteoporosis group,naringin could reduce the oxygen content,anti-tartaric acid phosphatase expression,and elevate the expression of alkaline phosphatase in active tibia tissues(P<0.05),while DKK-1 could partially inhibit the interventional effect of naringin(P<0.05).Results from Prussian blue staining and immunohistochemical staining showed that compared with the osteoporosis group,naringin reduced iron deposition in bone and liver tissues as well as the expression of transferrin receptor 1(P<0.05),and elevated the protein expression of ferroportin 1(P<0.05)in bone tissue,and DKK-1 partially inhibited the intervention of naringin(P<0.05).PCR and western blot assay of tibia specimens showed that compared with the osteoporosis group,naringin decreased the expression of anti-tartrate acid phosphatase,transferrin receptor 1 and Bax(P<0.05),and elevated the expression of alkaline phosphatase,ferroportin 1,Bcl-2,Wnt1 and β-catenin(P<0.05),while DKK-1 partially inhibited the interfering effect of naringin(P<0.05).To conclude,naringin inhibits the progression of osteoporosis by reducing iron deposition and apoptosis rate in bone tissue,which may be related to the activation of the Wnt1 signaling pathway.
2.Arthroscopic partial trapeziectomy and suture button suspensionplasty in the treatment of first carpometacarpal joint athrosis
Zhe ZHAO ; Hongli GENG ; Jianquan LIU ; Yongsheng LI ; Jianwen YIN ; Xiaoqiang CHEN ; Guanghui WANG ; Xiangyu CHENG ; Jiabei LI ; Zhiqin DENG ; Aozhengzheng DONG ; Manyi WANG ; Xiaofei ZHENG ; Wencui LI
Chinese Journal of Orthopaedics 2024;44(1):25-32
Objective:To analyze the clinic effects of arthroscopic partial trapeziectomy and suture button suspensionplasty in the treatment of first carpometacarpal joint (CMCJ) Eaton stage II/III arthrosis.Methods:A retrospective study was conducted on a total of 15 cases (16 hands) of patients including 5 males (1 bilateral) and 10 females with CMCJ stage II/III arthrosis who underwent surgical treatment at the first affiliated hospital of Shenzhen university from January 2020 to June 2022, with mean age of 56.7±6.4 years (range, 46-75 years). The duration from pain to treatment was 7.8±3.2 months (range, 4-14 months). X-ray showed narrowing of CMCJ with osteophytes and distal radial subluxation. All the patients were treated with arthroscopic partial trapeziectomy and suture button suspensionplasty. The preoperative and last postoperative follow-up radiographs, visual analogue scale (VAS), thumb's Kapandji scores, disabilies of the arm, shoulder, and hand (DASH) scores, grip and pinch strength and time to return to work were compared.Results:All cases were followed up for 19.6±6.3 months (range, 11-36 months). The postoperative X-ray showed all the CMCJs were reduced with a normal height of first metacarpal. The mean time for patients to return to their daily activities was 18.69±3.70 d and the mean time to return to work was 24.63±4.91 d. The average VAS score decreased from 6.56±1.15 preoperatively to 1.00 (0.75, 1.25). The preoperative Kapandji's score was 8.00±0.82 and the postoperative Kapandji's score was 8.00 (7.25, 9.00). The average DASH values improved from 24.06±3.19 to 4.00 (3.00, 5.00). The were significant differences except for Kapandji score ( Z=-4.905, P<0.001; Z=-0.121, P=0.905; Z=-4.846, P<0.001). The mean grip and pinch strength showed improvement from an average of 16.4 (14.13, 18.68) kg and 1.70±0.35 kg to 26.14±3.27 kg and 3.58±0.91 kg with significant difference ( Z=-4.617, P<0.001; t=-7.669, P<0.001). Conclusion:Arthroscopic partial trapeziectomy and suture button suspensionplasty is a minimally invasive surgery for the treatment of first CMCJ Eaton stage II/III arthrosis. By this technique, the patients' existing instability and pain problems can be solved.
3.Associations between isomers and alternatives of per- and polyfluoroalkyl substances and fasting blood glucose
Weile HUANG ; Yanhong XIE ; Honglian DENG ; Guanghui DONG ; Yunting ZHANG ; Shuli XU
Journal of Environmental and Occupational Medicine 2023;40(10):1175-1182
Background Previous research indicated that isomers and alternatives of per- and polyfluoroalkyl substances (PFAS) probably disturb glucose metabolism; however, current epidemiological evidence on the associations of PFAS with fasting blood glucose is inconsistent. Besides, studies on the joint association of multiple components of PFAS and fasting blood glucose as well as the key component are scarce. Objective To evaluate the associations of PFAS isomers and alternatives with fasting blood glucose and their joint effects, as well as identify the key component among population without glucose metabolism problems. Methods We selected 923 adults without glucose metabolism problems or missing data from the Isomers of C8 Health Project in China (2015—2016). Serum PFAS isomers and alternatives and fasting blood glucose were measured using ultra-performance liquid chromatography coupled with tandem mass spectrometry (UPLC-MS/MS) and automatic biochemical analyzer. We applied multiple linear regression to explore the associations of 16 pollutants which were detected among over 80% participants with fasting blood glucose. Meanwhile, we utilized qgcomp and Bayesian kernel machine regression (BKMR) models to explore the joint effects of PFAS isomers and alternatives mixture on target outcome indicators and identify the key component. Results The average age among the 923 participants in this study was (62.4±13.8) years old, including 472 men (51.1%) and 451 women (48.9%). Among selected PFAS isomers and alternatives, the highest serum concentration was ∑3+4+5m-PFOS (perfluoro-3/4/5-methylheptanesulfonate) with a median concentration of 10.20 ng·mL−1. The concentrations of linear perfluorooctane sulfonate (n-PFOS, 9.61 ng·mL−1), perfluorooctanoic acid (PFOA, 4.55 ng·mL−1), linear perfluorohexane sulfonic acid (n-PFHxS, 2.48 ng·mL−1), 6:2 chlorinated polyfluorinated ethersulfonic acid (6:2 Cl-PFESA, 1.90 ng·mL−1), perfluoro-6-methylheptanesulfonate (iso-PFOS, 1.85 ng·mL−1), perfluorobutanoic acid (PFBA, 1.81 ng·mL−1), perfluorinated n-nonanoic acid (PFNA, 1.39 ng·mL−1), and perfluoro-1-methylheptanesulfonate (1m-PFOS, 1.27 ng·mL−1) were higher than 1.00 ng·mL−1. After being adjusted for selected confounders, PFAS isomers and alternatives were positively associated with fasting blood glucose. With 1 ln unit concentration increment of 6:2 Cl-PFESA and PFNA, the estimated changes of fasting blood glucose were 0.18 (95%CI: 0.13, 0.23) mmol·L−1 and 0.24 (95%CI: 0.18, 0.30) mmol·L−1, respectively. The multi-pollutant models indicated a joint association of PFAS isomers and alternatives mixture with fasting blood glucose. The BKMR models reveals that as the quantiles of mixture elevated from the 50th to the 75th percentile, the values of fasting blood glucose increased 0.25 (95%CI: 0.21, 0.30) mmol·L−1, and the posterior inclusion probability of PFNA was 0.92, implying that PFNA was the key component. Conclusion PFAS isomers and alternatives are positively associated with fasting blood glucose. PFNA is the key component of the joint association.
4.Design and Implementation of a Diagnosis and Treatment Resource Fusion and Discovery Platform Based on Knowledge Organization
Panpan DENG ; Junlian LI ; Ying CHEN ; Guanghui XIA
Journal of Medical Informatics 2023;44(11):71-77
Purpose/Significance To solve the problems of limited types,insufficient depth of disclosure and low fusion correlation of diagnosis and treatment resources,so as to lay the foundation for semantic fusion and discovery of multi-source heterogeneous diagnosis and treatment resources.Method/Process The paper proposes some fusion methods,such as resource aggregation based on knowledge system,data association based on enhanced knowledge representation,content integration based on entity alignment,etc.,which a-chieves deep standardized description,semantic integration and correlation of thematic resources,literature resources and public health education resources.Result/Conclusion A diagnosis and treatment resource fusion and discovery platform has been developed to support the multi-dimensional fusion and discovery of diagnosis and treatment resources through services such as intelligent retrieval and recom-mendation,result clustering and faceted classification,semantic association,etc.
5.Effects of cord blood element levels on neurodevelopment of preterm and full-term children: A cohort study
Zhaokun WANG ; Wenlou ZHANG ; Xiaowen ZENG ; Chu CHU ; Qingqing LI ; Xinxin CUI ; Qizhen WU ; Guanghui DONG ; Jinbo HUANG ; Minli KONG ; Furong DENG
Journal of Environmental and Occupational Medicine 2022;39(7):723-729
Background Essential and non-essential elements have an important impact on the development of the central nervous system during fetal development. Due to their less developed brain, preterm infants are more sensitive to element exposure, and are high-risk groups of neurodevelopmental abnormalities. However, it is not clear whether the effects of element exposure in utero on postpartum neurodevelopment are different between full-term infants and preterm infants. Objective To evaluate the effects of element exposure levels during pregnancy on neurodevelopment of children aged 6-24 months (of corrected age), and compare the effects between preterm and full-term children. Methods A prospective study design was adopted and this study was conducted based on the Maoming Birth Cohort Study (MBCS) in Maoming City, Guangdong Province. Twenty elements in cord blood of 197 preterm infants and 297 full-term infants were measured, including 11 essential trace elements [vanadium (V), chromium (Cr), manganese (Mn), cobalt (Co), nickel (Ni), copper (Cu), zinc (Zn), selenium (Se), strontium (Sr), tin (Sn), and iron (Fe)], and 9 non-essential trace elements [aluminum (Al), arsenic (As), thallium (Tl), lead (Pb), uranium (U), cerium (Ce), antimony (Sb), cadmium (Cd), and yttrium (Y)]. The neurodevelopment of the children at 6, 12, and 24 months were evaluated by the Ages and Stages Questionnaires-the Third Edition (ASQ-3). A generalized estimating equation (GEE) model was adopted to evaluate the associations between elements and neurodevelopment in full-term and preterm children separately. Results The positive rates of 10 elements (Mn, Cu, Zn, Se, Sr, Fe, Sb, Tl, Pb, and As) in cord blood were greater than 80%. Among the preterm birth children, the results of GEE analysis showed that after adjusting for the covariates, for each increase of interquartile range (IQR) in ln-transformed concentration, As was associated with problems/delay in the communication and problem-solving sub-scales, with the adjusted odds ratios (OR) and 95% confidence intervals (CI) of 1.36 (1.03-1.80) and 1.55 (1.10-2.20), respectively; the adjusted OR (95%CI) of problems/delay in the fine motor and problem-solving sub-scales were 1.44 (1.00-2.07) and 1.76 (1.09-2.84) for Sb, respectively; the adjusted OR (95%CI) of problems/delay in the communication sub-scale was 1.37 (1.09-1.74) for Se. No statistically significant associations between umbilical cord blood element concentrations and neurodevelopment indicators were observed among full-term children. The results of stratified analysis by sex showed that the associations between umbilical cord blood element concentrations and neurodevelopment problems/delay were only significant among female preterm children. Conclusion Exposures to As, Se, and Sb during pregnancy may increase the risk of neurodevelopment problems/delay in preterm children aged 6-24 months, and female seem to be more vulnerable.
6.Efficacy of wrist arthroscopic transosseous footprint repair technique for the treatment of triangular fibrocartilage complex injury
Zhe ZHAO ; Hongli GENG ; Jianquan LIU ; Yongsheng LI ; Jianwen YIN ; Xiangyu CHENG ; Xiaoqiang CHEN ; Guanghui WANG ; Jiabei LI ; Zhiqin DENG ; Manyi WANG ; Wencui LI
Chinese Journal of Trauma 2022;38(8):714-720
Objective:To investigate the clinical efficacy of wrist arthroscopic transosseous footprint repair technique for treating triangular fibrocartilage complex (TFCC) injury.Methods:A retrospective case series study was conducted to analyze the clinical data of 56 patients with TFCC injury admitted to Shenzhen Second People′s Hospital from July 2017 to September 2020, including 38 males and 18 females, aged 17-45 years [(33.5±3.6)years]. All patients had unilateral injury. Physical examination showed instability of the distal radioulnar joint, and MRI and arthroscopy confirmed deep ligament injury of TFCC. All patients underwent repair of deep insertion of the TFCC by using wrist arthroscopic transosseous footprint. The operation time, intraoperative blood loss, wound healing and postoperative complications were recorded. The flexion and extension range of motion of the wrist, radial and ulnal deviation of the wrist, rotation range of motion of the forearm, patient related wrist evaluation (PRWE) score, modified Mayo wrist score, visual analogue scale (VAS), and percentage of grip strength between the affected side and unaffected side were compared preoperatively, at 3 months postoperatively and at 1 year postoperatively.Results:All patients were followed up for 12-18 months [(13.4±5.2)months]. The operation time was (61.3±8.9)minutes, with the intraoperative blood loss of (2.4±1.2)ml. All wounds were healed by first intension. There was no wound infection or ulnar nerve irritation symptom after operation. Four patients experienced clicking on the ulnar side of the wrist in a short period of time post-operation, with spontaneous disappearance of the symptom. At 3 months postoperatively, the radial and ulnar deviation of the wrist was decreased from (52.5±5.9)° preoperatively to (42.6±5.9)°, and rotation range of motion of the forearm was decreased from (94.9±8.4)°preoperatively to (84.6±5.9)° (all P<0.01). The flexion and extension range of motion of the wrist was (93.1±17.4)° preoperatively, with insignificant difference compared with (89.4±5.8)° at 3 months postoperatively ( P>0.05). At 1 year postoperatively, the flexion and extension range of motion of the wrist, radial and ulnar deviation range of motion of the wrist, and rotation range of motion of the forearm were significantly increased to (101.3±13.6)°, (52.4±6.6)°, and (116.4±16.4)° when compared with those at 3 months postoperatively (all P<0.01). At 3 months postoperatively, the PRWE score was increased to (17.1±3.8)points from (10.6±3.2)points preoperatively ( P<0.01), modified Mayo wrist score was decreased to (70.3±6.7) points from (78.1±12.7)points preoperatively ( P<0.01), VAS was decreased to (4.4±1.7)points from (6.2±1.5)points preoperatively ( P>0.05), and percentage of grip strength between the affected side and unaffected side was decreased to (55.7±8.7)% from (74.4±15.2)% preoperatively ( P<0.01). At 1 year postoperatively, the PRWE score was increased to (2.0±0.9)points, modified Mayo wrist score was increased to (94.8±3.3)points, VAS was decreased to (2.1±1.1)points, and percentage of grip strength between the affected side and unaffected side was increased to (93.2±8.7)% when compared with those at 3 months postoperatively (all P<0.01). Conclusion:Wrist arthroscopic transosseous footprint repair technique can effectively treat deep ligament injury of TFCC, with advantages of significantly improving postoperative joint range of motion and functional score, relieving the pain on the ulnar side of the wrist and enhancing grip strength.
7.Effects of timosaponin B-II on differentiation of rat neural stem cells into tyrosine hydroxylase posi-tive neurons in vitro
Minna ZHANG ; Tingting WANG ; Ming ZHONG ; Simin WANG ; Wenxia DENG ; Guanghui WANG ; Gong-Pu ZHENG ; Caiju ZHOU ; Chenggang HUANG
Chinese Journal of Behavioral Medicine and Brain Science 2019;28(8):740-745
Objective To explore the effect of timosaponin B-II ( TB-II) on the differentiation of neural stem cells (NSCs) into tyrosine hydroxylase (TH) positive neurons in neonatal rats. Methods The biological functions of self-proliferation and multi-differentiation of NSCs were identified by primary culture, cell proliferation counting,morphological observation and immunology. NSCs of SD rats were cultured in vitro and treated with different concentrations of TB-II (10 μg/ml,30 μg/ml ,100 μg/ml) for 7 days. Immuno-histochemistry was used to detect the effect of TB-II on the differentiation of NSCs into TH-positive neurons, and Western blot was used to detect the expression of TH protein in neurons. Results ( 1) The cultured cells had the ability to self-proliferation,expressed nestin protein and differentiated into neurons and glial cells. So the cultured cells were conformed to the biological function of neural stem cells. (2)Compared with the control group,the TH positive cell ratio of TB-II 30 μg/ml group and TB-II 100 μg/ml group increased ((10. 03± 1. 36)%),( 20. 01± 3. 37)%),(31. 32± 3. 98)%) ,the difference was significant ( t=6. 15, 16. 54,both P<0. 05). There was no significant difference between TB-II 10 μg/ml group and control group (P>0. 05). (3)Western results showed that the relative expression of TH protein in TB-II 30 g/ml group and TB-II 100 μg/ml group was higher than that in control group,the difference was statistically significant (con-trol group: (1. 02±0. 24),TB-II 30μg/ml group: (3. 64±1. 78),TB-II 100 μg/ml group: (5. 88±2. 34);t=12. 58,9. 15,both P<0. 05). There was no significant difference between TB-II 10 μg/ml group and con-trol group (P>0. 05). Conclusion TB-II can promote the differentiation of NSCs into TH-positive neurons.
8. Antianxiety effect and mechanisms of cognitive bias modification
Fan ZHANG ; Wenpeng CAI ; Xiaofei MAO ; Guanghui DENG
Chinese Journal of Behavioral Medicine and Brain Science 2019;28(12):1149-1152
Negative cognitive bias is closely linked with the production and development of anxiety disorder.Recently, cognitive bias modification (CBM) has been developed to correct negative cognitive bias in anxiety.By retrieving literature researches, this paper analyzed the progress of cognitive bias modification intervention.Seventy-one literatures published in the last decade and with key words of cognitive bias and anxiety were included.Attentional bias modification and interpretation bias modification are the most useful treatment which could improve negative cognitive bias, however the controversial remains about the training effect of CBM on anxiety symptoms.Researchers have found positive results when cognitive bias modification and cognitive behavior therapy (CBT) are combined to treat anxiety disorder.Researches on the brain mechanism of cognitive bias modification provide the neurophysiological basis for the occurrence of the intervention. Cognitive bias modification help to improve negative cognitive bias in anxiety.Combination of CBM and CBT is an effective method of anxiety treatment.
9.Analysis of patients suffering from fungemia of Candida parapsilosis adimitted in geriatric intensive care unit
Yanhui WANG ; Guanghui XIAO ; Diansheng ZHONG ; Qi DENG ; Wenqin ZHANG ; Shibin LI ; Zhidong HU ; Jin LI
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2018;25(2):184-188
Objective To observe the clinical features of senile patients suffering from fungemia of Candida parapsilosis, and the effect and safety of antifungal therapy in treatment of this disease in geriatric intensive care unit (GICU). Methods The clinical data of patients with fungi positive either in peripheral blood culture or catheter culture admitted to the GICU of Tianjin Medical University General Hospital from November 2012 to June 2015 were retrospectively analyzed, of them 45 cases were of infection of Candida parapsilosis (parapsilosis group) and 15 cases infection of non-Candida parapsilosis (non-parapsilosis group). The clinical features of the two groups were collected, such as sex, age, acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score, sequential organ failure assessment (SOFA) score, timing of antifungal therapy, number of patients mechanical ventilation, concomitant disease, catheter-related infection, method of catheter-indwelling, levels of creatinine (Cr), hemoglobin (Hb), platelet count (PLT), albumin (ALB), alanine aminotransferase (ALT), aspartate aminotransferase (AST), etc.; the differences in above indicators were compared between the two groups; multifactor Cox-regression-analysis was used to analyze the risk factors that could affect the patients' prognosis; the patients' survival rates on 7, 14 and 28-day were calculated and compared between the two groups, and the therapeutic effects of different anti-fungal drugs on patients' survival rates and liver function damage were recorded and compared. Results The non-parapsilosis group had a higher rate in mechanical ventilation than parapsilosis group [73.3% (11/15) vs. 33.3% (15/45), P < 0.05], and in the comparisons of other clinical features, there were no statistical significant differences between the two groups (all P > 0.05). There were no statistical significant differences in survival rates in the duration of 7, 14 and 28 days between the two groups[7 days: 82.2% (37/45) vs. 66.7% (10/15), 14 days: 75.6% (34/45) vs. 60.0% (9/15), 28 days: 66.7% (30/45) vs. 46.7% (7/15), all P > 0.05]. When the patients in parapsilosis group treated with echinocinomycin were compared with those treated with azolol, no statistical significant differences were found between the 2 types of therapy in the survival rates in the duration of 7, 14, and 28 days after treatment [7 days: 100.0% (23/23) vs. 82.4% (14/17), 14 days: 91.3% (21/23) vs. 76.5% (13/17), 28 days: 78.3% (18/23) vs. 70.6% (12/17), all P > 0.05]. Multifactor Cox-regression-analyses showed:diabetes [odds ratio (OR) = 0.268, 95% confidence interval (95%CI) = 0.077 - 0.928, P = 0.038), infection of Candida parapsilosis (OR = 0.260, 95%CI = 0.072 - 0.946, P = 0.041), APACHE Ⅱ score (OR = 1.241, 95%CI = 1.051 - 1.466, P = 0.011) and SOFA score (OR = 1.405, 95%CI = 1.005 - 1.966, P = 0.047) were the risk factors affecting the prognosis of the patients. When the patients in parapsilosis group treated with echinocinomycin were compared with those treated with azolol, there were no statistical significant differences in incidences of aggravation of liver damage and newly developed liver damage (aggravation of liver damage: 18.8% vs. 21.0%, newly developed liver damage: 6.2% vs. 10.5%, both P > 0.05). Conclusion The patients with fungemia in GICU are mainly the infection of Candida parapsilosis, and diabetes, infection of parapsilosis, APACHE Ⅱ score and SOFA score are the risk factors affecting the prognosis of the patients.
10.Discussion on multidisciplinary treatment mode of advanced schistosomiasis and its standardized implementation
Weicheng DENG ; Yueyun ZHANG ; Guojian DING ; Jiaxin LIU ; Yonghui ZHU ; Hongbo WANG ; Fengqiu LUO ; Huaiyu BAO ; Guanghui REN
Chinese Journal of Schistosomiasis Control 2017;29(1):102-104
Advanced schistosomiasis is the most serious clinical type of schistosomiasis. Its diagnosis and treatment are relat?ed to many special departments,such as gastroenterology,general surgery,neurology,endocrinology,radiology,traditional Chinese medicine,blood purification,endoscopy,intervention,and ICU. It is necessary to apply a multidisciplinary treatment (MDT)mode. However,the mode has no universal standard and guide in practice. It is very important for the implementation of MDT mode of advanced schistosomiasis to form a treatment expert team,formulate the formal working procedures,and standard?ize the treatment schedules. The standardized implementation of MDT mode will be important to provide a more effective clinical decision on advanced schistosomiasis.

Result Analysis
Print
Save
E-mail