1.Affect the application of improved reagent bottle corkage biochemical reagents to improve stability
International Journal of Laboratory Medicine 2015;(12):1751-1752
Objective To study ,analyse and applicate improved reagent bottles′efficacy of improving the stability after opening of biochemical reagents .Methods We divided into observation group and matched groups ,the observation groups were biochemical reagents ,compared with common reagents ,and we tested the stability after opening on Na + ,Cre ,Lp (a) ,ALP ,TBA ,etc .using im‐proved reagent bottles by automatic biochemical analyzer ,and observed their experimental results .Results After the examination , the mixed serum′normal figures and pathological figures of Na + 1 were (134 .6 ± 4 .23) mL and (154 .8 ± 5 .54) mL ,Na+ 2 were (129 .1 ± 1 .5)mL and (149 .1 ± 1 .35) mL ,TBA l were (4 .66 ± 0 .43)mL and (36 .67 ± 3 .17) mL ,TBA 2 were (5 .53 ± 0 .21)mL and (41 .67 ± 1 .13) mL ,Cre 1 were (108 .5 ± 5 .9)mL and (336 .8 ± 19 .0) mL ,Cre 2 were (115 .1 ± 1 .9) and (349 .7 ± 4 .12) mL , ALP l were (148 .3 ± 6 .7) and (324 .7 ± 11 .9) mL ,ALP 2 were (153 .6 ± 1 .6) and (331 .2 ± 4 .6)mL ,Lp (a) 1 were (183 .0 ± 5 .4) and (401 .9 ± 21 .4) mL ,Lp (a) 2 were (201 .1 ± 6 .5) and (429 .1 ± 10 .2)mL .Conclusion The improved reagent bottles had obvi‐ous effect on improving the stability and period of validity after opening the bottles of Na + ,Cre ,Lp (a) ,ALP ,TBA ,etc .,if Reagent formula ingredients do not change ,it will not have a negative impact ,the improved reagent bottles can replace traditional reagent bottles and widely used in Automatic Biochemical Analyzer ,will have broad prospects .
2.CT Diagnosis of Cerebral Infarction After Subarachnoid Hemorrhage
Ke QING ; Zhenguo ZHAO ; Shaobing DENG ; Zebin LUO
Journal of Practical Radiology 2001;0(07):-
Objective To study the CT diagnosis of cerebral infarction after subarachnoid hemorrhage.Methods Clinical and CT findings of cerebral infarction after subarachnoid hemorrhage were analyzed 16 cases.Results Cerebral infarctions occurred in 7~13 d(average 10.5 d)after subarachnod hemorrhage.Multiple and bilaterial low densities in basal ganglia or/and brain lobes were characteristic of cerebral infarction after subarachnoid hemorrhage.Conclusion CT is an effect method for evaluation and diagnosis of cerebral infarction after subarachnoid hemorrhage.It is important to prevent its occurrence because it have high dead rate and bad prognosis.
3.CT Diagnosis of Gastric Fundus and Cardiac Part Lesions
Shaobing DENG ; Zhenguo ZHAO ; Da XUAN ; Shaoyu YANG
Journal of Practical Radiology 2001;0(08):-
Objective To study the clinical diagnosis value and CT features of gastric fundus and cardiac part lesions.Methods The CT findings and examining method of gastric fundus and cardiac part lesions were analyzed and summarized in 64 cases.Results (1)Use water as oral contrast can show the gastric mucosa clearly,it was a simple,effective way.(2)CT had important significance for stages and infiltration of cardiac cancer.(3)Varix of gastric fundus had three types:pseudotumor,tuber and thinking-wall.(4)The CT characteristic features of leiomyoma were the continuous linear enhancement in mucosa.Conclusion CT is method for gastrointestinal examining,it has special value to the gastric fundus and cardiac part lesions.
4.Serum uric acid as an index of impaired renal function in congestive heart failure
Yu TIAN ; Ying CHEN ; Bao DENG ; Gang LIU ; Zhenguo JI ; Qingzhen ZHAO ; Yuzhi ZHEN ; Yanqiu GAO ; Li TIAN ; Le WANG ; Lishuang JI ; Guoping MA ; Kunshen LIU ; Chao LIU
Journal of Geriatric Cardiology 2012;09(2):137-142
Background Hyperuricemia is frequently present in patients with heart failure. Many pathological conditions, such as tissue ischemia, renal function impairment, cardiac function impairment, metabolic syndrome, and inflammatory status, may impact uric acid (UA) metabolism. This study was to assess their potential relations to UA metabolism in heart failure. Methods We retrospectively assessed clinical characteristics, echocardiological, renal, metabolic and inflammatory variables selected on the basis of previous evidence of their involvement in cardiovascular diseases and UA metabolism in a large cohort of randomly selected adults with congestive heart failure (n = 553). By clustering of indices, those variables were explored using factor analysis. Results In factor analysis, serum uric acid (SUA) formed part of a principal cluster of renal functional variables which included serum creatinine (SCr) and blood urea nitrogen (BUN). Univariate correlation coefficients between variables of patients with congestive heart failure showed that the strongest correlations for SUA were with BUN (r = 0.48, P < 0.001) and SCr (r = 0.47, P < 0.001). Conclusions There was an inverse relationship between SUA levels and measures of renal function in patients with congestive heart failure. The strong correlation between SUA and SCr and BUN levels suggests that elevated SUA concentrations reflect an impairment of renal function in heart failure.
5.A machine learning model for diagnosing acute pulmonary embolism and comparison with Wells score, revised Geneva score, and Years algorithm
Linfeng XI ; Han KANG ; Mei DENG ; Wenqing XU ; Feiya XU ; Qian GAO ; Wanmu XIE ; Rongguo ZHANG ; Min LIU ; Zhenguo ZHAI ; Chen WANG
Chinese Medical Journal 2024;137(6):676-682
Background::Acute pulmonary embolism (APE) is a fatal cardiovascular disease, yet missed diagnosis and misdiagnosis often occur due to non-specific symptoms and signs. A simple, objective technique will help clinicians make a quick and precise diagnosis. In population studies, machine learning (ML) plays a critical role in characterizing cardiovascular risks, predicting outcomes, and identifying biomarkers. This work sought to develop an ML model for helping APE diagnosis and compare it against current clinical probability assessment models.Methods::This is a single-center retrospective study. Patients with suspected APE were continuously enrolled and randomly divided into two groups including training and testing sets. A total of 8 ML models, including random forest (RF), Na?ve Bayes, decision tree, K-nearest neighbors, logistic regression, multi-layer perceptron, support vector machine, and gradient boosting decision tree were developed based on the training set to diagnose APE. Thereafter, the model with the best diagnostic performance was selected and evaluated against the current clinical assessment strategies, including the Wells score, revised Geneva score, and Years algorithm. Eventually, the ML model was internally validated to assess the diagnostic performance using receiver operating characteristic (ROC) analysis.Results::The ML models were constructed using eight clinical features, including D-dimer, cardiac troponin T (cTNT), arterial oxygen saturation, heart rate, chest pain, lower limb pain, hemoptysis, and chronic heart failure. Among eight ML models, the RF model achieved the best performance with the highest area under the curve (AUC) (AUC = 0.774). Compared to the current clinical assessment strategies, the RF model outperformed the Wells score ( P = 0.030) and was not inferior to any other clinical probability assessment strategy. The AUC of the RF model for diagnosing APE onset in internal validation set was 0.726. Conclusions::Based on RF algorithm, a novel prediction model was finally constructed for APE diagnosis. When compared to the current clinical assessment strategies, the RF model achieved better diagnostic efficacy and accuracy. Therefore, the ML algorithm can be a useful tool in assisting with the diagnosis of APE.
6.Histomorphometryof the vertebra and its correlations with MRI signal intensity in rabbits with fluoride treatment
Haifeng XU ; Jin QI ; Jinshen WANG ; Xiangyang XU ; Qi ZHOU ; Zhenguo ZHAO ; Yong LU ; Kemin CHEN ; Yongli ZHANG ; Lianfu DENG
Chinese Journal of Orthopaedics 2018;38(19):1195-1203
Objective To analyze histomorphometrical characteristics of the bone and bone marrow tissues of the lumbar vertebrae in rabbits with fluoride treatment,and its correlation with signal intensity of MRI.Methods Forty New Zealand albino rabbits aged three months old were randomly divided into fluoride exposure of 30 cases and control of 10 cases,male and female,half each.One hundred milligrams of sodium fluoride were added to the municipal water each liter (fluoride content 100 mg/L) as drinking waterto fluorine for 180 days.Twenty-four of 30 cases with fluoride exposure had complete data (male10 casesand female14 cases).The same municipal water was used as control drinking water (fluoride content < 0.9 mg/L).Eight of 10 cases with control had complete data (male andfemale in half).Twenty-four cases with fluoride treatment and complete data were classified into sensitive and resistant type according to the MRI signal intensity of the lumbar vertebra.Histomorphometrics of the vertebra and its correlation with the MRI signal intensity,and sensitivity in early diagnosis of osteofluorosis and feasibility of susceptibility to osteofluorosis detected with MRI were analyzed.Results Theratios of trabecular bone volume (BV),hematopoietic cell volume (HV) and fluid volume (FV) in bone marrow tissue to total cavernous tissue volume (TT) in group with fluoride treatment were 18.3%±2.6%,45.2%±6.0% and 10.4%±5.7% respectively.These were 14.5%±2.8%,36.3%±7.3% and 6.2%±2.1% in control group respectively.These parameters in fluoride group were significantly increased compared to control group.The ratio 26.0%± 8.0% of adipocyte volume (AV) to TV in fluoride group was significantly lower than that 43.3%±5.6% in control group.Two of 24 cases with fluoride exposure (8.3%,2/24) were sensitive and the remaining 22 (91.7%,22/24) were in resistance.The valuesof BV/TT,HV/TV and FV/TV were considered to be sensitive,resistant and control from large to small,while AV/TV value were opposite.A comparison resuhs of signal intensity in MRI showed that vertebra T1WI contrast to noise ratio (CNR) in the sensitive was the minimum (3.0±0.8),followed by resistance (21.3±3.8) andmaximum in the control (28.3±3.1),but CNR of FsT2WIwas opposite.There were positive associations between T1WI and AV/TV,FV/TV and BV/TV,and between FsT2WI and FV/TV and BV/ TV.There were inverse associationsbetween FsT2WI and AV/TV.Theoptimal threshold value of the vertebra T1WI CNR was 23.2 or lessin early diagnosis of skeletal fluorosis,with sensitivity of 83.3% and specificity of 100%.FsT2WI was 5.7 or more,with sensitivity of 45.8% and specificity of 100%.Conclusion The pathogenesis of osteofluorosis is relative to changes in bone marrow microenvironment and cells number in bone marrow tissue,and is correlated to MRI signal intensity.
7.Matrine attenuates oxidative stress and cardiomyocyte apoptosis in doxorubicin-induced cardiotoxicity maintaining AMPK/UCP2 pathway.
Can HU ; Xin ZHANG ; Wenying WEI ; Ning ZHANG ; Haiming WU ; Zhenguo MA ; Lingli LI ; Wei DENG ; Qizhu TANG
Acta Pharmaceutica Sinica B 2019;9(4):690-701
Oxidative stress and cardiomyocyte apoptosis are involved in the pathogenesis of doxorubicin (DOX)-induced cardiotoxicity. Matrine is well-known for its powerful anti-oxidant and anti-apoptotic capacities. Our present study aimed to investigate the effect of matrine on DOX-induced cardiotoxicity and try to unearth the underlying mechanisms. Mice were exposed with DOX to generate DOX-induced cardiotoxicity or normal saline as control. H9C2 cells were used to verify the effect of matrine . DOX injection triggered increased generation of reactive oxygen species (ROS) and excessive cardiomyocyte apoptosis, which were significantly mitigated by matrine. Mechanistically, we found that matrine ameliorated DOX-induced uncoupling protein 2 (UCP2) downregulation, and UCP2 inhibition by genipin could blunt the protective effect of matrine on DOX-induced oxidative stress and cardiomyocyte apoptosis. Besides, 5'-AMP-activated protein kinase 2 () deficiency inhibited matrine-mediated UCP2 preservation and abolished the beneficial effect of matrine in mice. Besides, we observed that matrine incubation alleviated DOX-induced H9C2 cells apoptosis and oxidative stress level activating AMPK/UCP2, which were blunted by either AMPK or UCP2 inhibition with genetic or pharmacological methods. Matrine attenuated oxidative stress and cardiomyocyte apoptosis in DOX-induced cardiotoxicity maintaining AMPK/UCP2 pathway, and it might be a promising therapeutic agent for the treatment of DOX-induced cardiotoxicity.