1.Application of Data Mining Technology for Data Analysis of TCM Diagnosis and Treatment
Mengyu MA ; Lu SHEN ; Tiancai WEN ; Yong XIA
Chinese Journal of Information on Traditional Chinese Medicine 2016;23(7):132-136
Through several thousand years’ inheritance and development by Chinese people, traditional Chinese medicine (TCM) has formed its unique theoretic system, whose efficacy has been widely accepted. However, because TCM theory focuses on the relationships among syndromes, treatment and efficacy, instead of the cause-and-effect relationship explored by modern natural science, the scientificity of TCM has always been questioned. In recent years, because virtual-world clinical research mode and the concept of “big data” were emphasized, increasing researchers began to put their research emphasis on the correlativity between intervening measures of diseases and outcome indicators. This change and the advancement of computer data mining and analysis technology, bring great opportunities for the further development of TCM theory and practice. This article concluded data mining technology used in TCM diagnosis and treatment in recent years, such as clustering analysis, decision tree, Bayesian network, neural network and multi-instance learning, which showed how to apply these methods to reveal rules of TCM diagnosis and treatment from a large number of TCM syndrome data, find knowledge hidden in data, and show TCM effectiveness supported by data.
2.Analysis of drug resistance and clinically-isolated bacteria in neonatal infectious pneumonia of Jiaxing from 2012 to 2014
Fangfang SHEN ; Wen ZHU ; Qiaoying LU ; Jian JIN ; Yiqun TENG
Chinese Journal of Primary Medicine and Pharmacy 2016;23(8):1136-1140
Objective To evaluate the distribution and drug resistance of bacteria causing neonatal infectious pneumonia in Jiaxing,and to provide a therapy for clinical doctor to make a correct diagnosis,choose reasonable anti-biotics and avoid abuse of antibiotics.Methods Took expectoration from trachea in condition of asepsis to conduct culture and perform drug-sensitive test from 3025 cases.Results Totally 1 156 strains of aerobic bacteria were iso-lated.875 strains were gram negative bacilli(75.7%),269 strains were gram positive cocci(23.3%),and 12 strains were fungi(1.0%).Klebsiella pneumoiae,Escherichia coil,Acinetobacter baumanni,Enterobacter cloacae were com-mon in gram negative bacilli( respectively 178 cases,151 cases,87 cases,113 cases) .The proportion of the Staphylo-coccus aureus was the largest in gram positive cocci(245 cases) .The results showed that gram-negative bacilli were resistant to cefazolin, ampicillin, piperacillin and sensitive to meropenem, imipenem, piperacillin-tazuobatanna and cefoperazone-sulbactam.The drug resistance was severe of ESBL-positive.Staphylococcus aureus was resistant to penicillin, ampicillin, erythrocin, clindamycin and sensitive to linezolid, vancomycin, nitrofurantoin.Conclusion Gram-negative bacilli are the main bacteria in neonatals with infectious pneumonia.The drug resistance is severe.It is important to make a standard management and isolation.
3.Quality standard of Lajiao Fengshi Plaster
Xiuli SHEN ; Yubin LU ; Yongju WEN ; Fongrong WU ; Yongfeng PAN
Chinese Traditional Patent Medicine 1992;0(09):-
AIM: To establish a quality control method of analysing Lajiao Fengshi Plaster qualitatively and quantitatively. METHODS: Capsaicin was identificated by TLC and menthol,borneol were determinated by GC Lajiao Fengshi Plaster,silica gel as plate,ligarine(60~90?C)-acetoacetate(3(∶)2) as mobile phase,0.5% solution of dichloroquinonechlorimide R in methanol R.as chromogenic agent to identificate capsaicin.The internal standard of GC,naphthalene was employed.10% PEG-20M as the stationary phase,column temperature at 150(?C,) and FID as the detector to determine methol and borneol. RESULTS: There were the same spot corresponding in colour and position sample and reference capsaicin,but negative control had not such colour spot in the same plate of TLC.Menthol,borneol and naphthalene had been separated well under the chromatographic condition.The average recovery of menthol,borneol were 97.44%(RSD=0.93%),98.09%(RSD=1.26%),respectively. CONCLUSION: The method is sensitive,accurate and reproducible and can be used to control the quality of Lajiao Fengshi Plaster.
4.Effect of baicalein on high glucose-induced expression of extracellular matrix and transforming growth factor ?1 in proximal tubular epithelial cells
Wen SHEN ; Fuming LU ; Yong GU ; Shanyan LIN
Chinese Journal of Nephrology 1997;0(03):-
Objective To investigate the effect of baicalain on high expression of ECM and TGF-?1 in proximal tubular epithelial cells cultured in high glucose concentration. Methods LLC-PK1 cells were divided into six groups: (1)normal glucose group(NG, 5. 5 mmol/L D-glucose), (2)high glucose group(HG, 25 mmol/L D-glucose), (3) HG + PKC inhibitor(10?mol/L chelerythrine chloride), (4)HG + baicalein(50 ?mol/L), (5) HG + baicalein(100 ?mol/L), (6) HG + baicalein (200 ?mol/L) . PKC activity was detected. Expression of ColⅣ, FN and TGF-?1 was examined by in situ hybridization and immunocytochemistry(ABC) techniques. Results At concentrations of 100 ?mol/L and 200 ?mol/L, baicalein decreased membranous PKC activity in LLC-PK1 cells by 42% and 68% , respectively ( P
5.A Study of Apoptosis in Renal Tissue of Diffuse Proliferative Lupus Nephritis
Wen SHEN ; Fuming LU ; Xiurong ZHANG ; Muyi GUO ; Shanyan LIN
Fudan University Journal of Medical Sciences 2001;28(1):35-38
Purpose To evaluate apoptosis in renal tissue of diffuse proliferative lupus nephritis and therelationship between the existence of apoptosis cells in renal tissue and histopathological or clinical changes.Methods Apoptosis was detected by in situ nick-end labeling techniques (TUNEL) in renal biopsies from 25patients with type Ⅳ LN, 12 patients with IgAN, 4 patients with MsPGN, and 3 patients with APSGN. Normalrenal tissue obtained at nephrectorny for hypemephroma in 4 adults was used as control. In addition, proliferatingcells were identified by proliferating cell nuclear antigen(PCNA) in these patients. Results Compared to otherproliferative glomerulonephritis and control,the patients with lupus nephritis had less apoptosis cells, higher ratio ofPCNA+ cells/TdT+ cells/(P/T) in renal tissues;Ratio of P/T in glomeruli and tubulointerstitium correlated withthe chronicity index, r=0. 498 3(P = 0. 013 2), r = 0. 839 9(P< 0.001 ), r = 0. 661 4(P = 0. 003 3),respectively. Ratio of P/T in glomerulus and tubule had positive correlation with 24 hour urinary protein, r =0.855 4(P<0.001),r=0.713 4(P=0. 001); negative correlation with Ccr, r = - 0. 488 0(P =0. 013 3)and r = - 0. 722 9(P = 0. 001), which in tubules positively correlated with Scr, r = 0. 410 7 (P = 0.041 4 ).Conclusions Apoptosis is insufficient in proliferative lupus nephritis. Intense proliferation without followingincrease in apoptosis may be related to chronic progressive renal histopatholcgical changes.
6.Therapeutic evaluation of He-wei Jie-gu (Chinese characters)Decoction on femoral intertrochanteric fracture after internal fixation in elderly: a randomized controlled trial.
Lu-wen SHEN ; Hui ZHOU ; Zhi-ming XIA ; Yi-you FANG
China Journal of Orthopaedics and Traumatology 2015;28(5):417-421
OBJECTIVETo observe the efficacy of He-wei Jie-gu (Chinese characters) decoction on femoral intertrochanteric fractures after internal fixation in elderly.
METHODSFrom January 2010 to January 2012, 90 elderly patients with osteoporotic intertrochanteric fracture were randomly divided into two groups. The patients in experimental group were treated with open reduction and internal fixation, He-wei Jie-gu decoction and Caltrate D in oral, including 18 males and 27 females with an average age of (77.8±11.3) years old ranging from 65 to 89 years old;the time from injured to operation was 2 to 9 days with an average of (6.6±2.1) days; according to Evans-Jensen classification, 17 cases were in type I, 8 in type II, 15 in type III, 3 in type IV, 2 in type V. Meanwhile, the patients in control group were treated with open reduction and internal fixation, Caltrate D in oral, including 16 males and 29 females with an average age of (81.2±9.6) years old ranging from 67 to 91 years old; the time from injury to operation was 2 to 10 days with an average of (6.8±2.6) days; according to Evans-Jensen classification, 15 cases were in type I, 10 in type II, 14 in type III, 4 in type W, 2 in type V. The VAS score, hip BMD value before and after treatment, fracture healing and the Harris function score after operation were recorded and compared.
RESULTSAll patients were followed up from 3 to 9 months with an average of (5.6±2.8) months. Compared with the control group, the VAS score of the experimental group had an obviously reduction (F=98.138, P<0.01) after treatment; the hip BMD value at 3 months after treatment in the experimental group was higher than that of the control group (P<0.05); the fracture healing rate of the experimental group was higher than that of the control group (P<0.05); Harris score in 3 months of follow-up in the experimental group was higher than that of the control group (t=2.542, P<0.05); all the differences between two groups were statistically significant (P<0.05).
CONCLUSIONHe-wei Jie-gu decoction can reduce postoperative pain and increase bone mineral density after internal fixation of femoral intertrochanteric fracture in elderly, promote the fracture healing and functional recovery in the hip joint.
Aged ; Aged, 80 and over ; Bone Density ; Combined Modality Therapy ; Drugs, Chinese Herbal ; administration & dosage ; Female ; Femur ; injuries ; surgery ; Fracture Fixation, Internal ; Hip Fractures ; surgery ; Humans ; Male ; Osteoporotic Fractures ; drug therapy ; physiopathology ; surgery ; Pain, Postoperative ; drug therapy ; physiopathology
7.Effect of jingui shenqi pill on morphology of injured spinal cell apoptosis in rats caused by brachytherapy.
Lu-wei XIAO ; Jin-wen SHEN ; Cheng-liang WU
Chinese Journal of Integrated Traditional and Western Medicine 2006;26(7):633-635
OBJECTIVETo study the effect of Jingui Shenqi Pill (JSP) on morphology of spinal cell apoptosis in rats injured by 192Ir irradiation.
METHODSOne hundred and twenty rats were randomly divided into four groups: the model group, the JSP group, the prednisone group and the normal group. Corresponding pharmaceutics were given to rats once a day for 14 days respectively. Then except rats in the normal group, the others received 192Ir interstitial irradiation with the dosage of 22 Gy using back-fixing technology. The injured segments of spinal cord were taken out for HE staining, TUNEL examination and observation with electron microscope 8 hrs, 24 hrs and 4 weeks after irradiation.
RESULTSHE staining examination showed no obvious histological change in rats 8 and 24 hrs after irradiation, but pathological changes, as tissue rarefaction and hemorrhage did found in white matter of spinal cord shown by TUNEL 4 weeks later. Electron microscopic examination and TUNEL staining showed that as compared with the model group, the apoptotic index in the JSP and predinisone treated groups was significantly lower (P < 0.01) 8 hrs after radiation, but it showed insignificant difference between groups at the time points of 24 hrs and 4 weeks after radiation (P > 0.05).
CONCLUSIONJSP could act against apoptosis of gliocyte in spinal cord of rats in early stage after brachytherapy, indicating that JSP possessing a prednisone-like action.
Animals ; Apoptosis ; drug effects ; radiation effects ; Brachytherapy ; adverse effects ; Drugs, Chinese Herbal ; therapeutic use ; Iridium Radioisotopes ; Male ; Phytotherapy ; Radiation Injuries ; pathology ; Radiation-Protective Agents ; therapeutic use ; Rats ; Rats, Sprague-Dawley ; Spinal Cord ; pathology ; radiation effects
8.Rare parotid gland tumors: enhanced computed tomography and pathological correlation.
Xiaoling WEN ; Jiang SHEN ; Dongsheng WU ; Heng SHAO ; Lu LIU ; Chunhua XU
West China Journal of Stomatology 2015;33(4):414-418
OBJECTIVETo investigate the correlation between enhanced computed tomography (CT) findings and pathological results of rare parotid gland tumors, and improve diagnosis accuracy.
METHODSThe enhanced CT manifestations of 22 cases with pathologically documented rare parotid gland tumors, which included 6 cases of basal cell tumor, 5 cases of myoepithelioma, 4 cases of vascular invasion, 3 cases of lymphatic cyst, 3 cases of lipoma, and 1 case of chondrosarcoma, were retrospectively analyzed. The location, size, shape, density, and relationship with surrounding structure were evaluated on CT images.
RESULTSThe enhanced CT showed that basal cell tumors occurred in the superficial lobe of the parotid gland, with clear boundary, within the cystic lesion. The lesions were moderate to obviously enhanced, which may be accompanied by enlarged lymph nodes. Myoepithelial tumors were located in the superficial lobe of the parotid gland, with a small cystic prone and microcalcification within a few cases. The lesions were moderate to obviously enhanced. Hemangiomas of soft tissue mass prominent in the parotid gland surface were mild to significantly enhanced. Larger lesions may occupy the entire parotid gland, with uneven density and visible vein stone. The CT density values of the lymphatic cyst were usually higher. Chondrosarcoma mainly manifested cystic mass at the calcification edge. Lipoma with fat density mass exhibited clear boundary without enhancement. Fiber separation could be observed in the lesion.
CONCLUSIONCT can reflect the pathological features of rare parotid gland tumors by demonstrating their corresponding imaging features. Enhanced CT is the most effective means of imaging to identify the nature of rare tumor of the parotid gland lesions.
Chondrosarcoma ; Hemangioma ; Humans ; Lipoma ; Parotid Gland ; Parotid Neoplasms ; Retrospective Studies ; Tomography, X-Ray Computed
9.Preliminary study of distribution and age-related changes of iron-content in the brain using MR quantitative susceptibility mapping
Shuang XIA ; Chao CHAI ; Wen SHEN ; Shuo YAN ; Mengjie ZHANG ; Guangming LU
Chinese Journal of Radiology 2014;48(9):730-735
Objective To evaluate the distribution and age-related changes of brain iron content in healthy people using MR quantitative susceptibility mapping (QSM).Methods Sixty three healthy right-handed volunteers underwent the routine MRI and SWI scan to get SWI-unfiltered phase images and magnitude images.QSM were reconstructed from the SWI-unfiltered phase images and magnitude images using SMART software.The regions of interest at the bilateral frontal white matter and nuclei (caudate nuclews,globus pallidus,putamen,substantia nigra,dorsal thalamus,red nucleus and dental nucleus) were drawn manually,and the susceptibility was measured.The linear correlation between the susceptibility and iron concentration cited from Hallgren and Sourander's post-mortem brain study was calculated.Wilcoxon test were applied to calculate the difference between the bilateral frontal white matter and bilateral nuclei.The correlation of age with susceptibility of bilateral frontal white matter and bilateral nuclei were analyzed by Spearman correlation analysis.Results The median susceptibility (extent) of frontal white matter,caudate nucleus,globus pallidus,putamen,dorsal thalamus,substantia nigra,red nucleus and dentate nucleus of 63 healthy people were-12.81 (-31.56,8.72),39.27 (22.35,75.13),93.99 (19.19,158.75),29.16 (4.11,81.53),2.91 (-27.80,27.95),83.14 (38.57,185.79),63.49 (13.83,142.09),63.30 (36.78,128.53) ppb (× 10-9),respectively.There was high consistency with Hallgren and Sourander's study (r=0.91,P<0.05).The susceptibility of globus pallidus was the highest,followed by substantia nigra.The least susceptibility was seen in the frontal white matter.The susceptibility of right caudate nucleus,substantia nigra,red nucleus and dental nucleus was higher than that of left side (Z value was-3.18,-4.44,-3.70 and-2.64,respectively,P<0.05).The susceptibility of bilateral globus pallidus of the male was significantly different from that of the female (Z value was-2.27 and-2.42,respectively,P<0.05).There was positive correlation between age and the susceptibility of bilateral caudate nucleus,putamen,red nucleus and dental nucleus (r value was 0.30 to 0.49,P<0.05).Conclusions QSM based on the SWI-unfiltered phase and magnitude images can clearly display the cerebral nuclei and evaluate the brain iron content accurately,which is consistent with the histopathological results.Iron content of bilateral caudate nucleus,putamen,red nucleus and dental nucleus increase with aging.
10.Elucidation of Needling Depth in Nei Jing
Yufang LIN ; Weidong SHEN ; Xinling LU ; Yijing LI ; Yin LI ; Wen MA ; Qiuyu TONG
Shanghai Journal of Acupuncture and Moxibustion 2015;(7):682-685
This article was to elucidate that the needling depth is closely related to the meridian qi, disease location, disease nature and needled area based on the records of needling depth in Nei Jing (Canon of Internal Medicine). Moreover, different depths will produce different therapeutic efficacies;meanwhile, improper depth may lead to grave consequences.