1.Research of Outlier Samples Elimination Methods for Near-Infrared Spectral Analysis of Blood Glucose.
Yongzhong LIN ; Lina LI ; Tianliang LIN
Journal of Biomedical Engineering 2015;32(6):1323-1334
For the near-infrared (NIR) spectral analysis of the concentration of blood glucose, the calibration accuracy can be affected because of the existing of outlier samples. In this research, a Monte-Carlo cross validation (MCCV) method is constructed for eliminating outlier samples. The human blood plasma experiment in vitro and the human body experiment in vivo were introduced to evaluate the MCCV method for its application effect in NIR spectral analysis of blood glucose. And the uninformative sample elimination method based on modified uninformative variable elimination (MUVE-USE) was employed in this study for the comparison with MCCV. The results indicated that, like the MUVE-USE method, the outlier samples elimination method based on MCCV could be used to eliminate the outlier samples which came from gross errors (such as bad sample) or system errors (such as baseline drift). In addition, the outlier samples from the random errors of uncertain causes which affect model accuracy can be eliminated simultaneously by MCCV. The elimination of multiple outlier samples is beneficial to the improvement of prediction accuracy of calibration model.
Blood Glucose
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analysis
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Calibration
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Humans
;
Models, Theoretical
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Monte Carlo Method
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Spectroscopy, Near-Infrared
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methods
2.Mechanism of bone marrow mesenchymal stem cells in promoting lung cancer metastasis
Tianliang ZHENG ; Song ZHAO ; Haizhou GUO ; Guanghui CUI ; Dawei LIN
Chinese Journal of Tissue Engineering Research 2016;20(19):2783-2788
BACKGROUND:So far the positive or negative effects of mesenchymal stem cel s on tumor growth and metastasis are under discussion. OBJECTIVE:To explore the mechanism of bone marrow mesenchymal cel s in promoting lung cancer metastasis. METHODS:Primary rat bone marrow mesenchymal stem cel s were obtained by direct adherence method of the whole bone marrow, and differential adherence combined with digestion control method was performed to purify cel s. Lung cancer cel lines were cultured, and the effects of bone marrow mesenchymal stem cel s on the migration, invasion and metastasis of lung cancer cel s were observed by scratch test, cel invasion and migration assays. Orthotopic lung cancer models were established in rats and bone marrow mesenchymal stem cel s were seeded onto the left lung of rats. Then, pathological changes of lung tissues were observed at 14 days after transplannation. RESULTS AND CONCLUSION:After the scratch test, the migration rate of lung cancer cel s became higher, and the scratches healed with time. And after cel transplantation, the number of migrated lung cancer cel s increased, as wel as the ability of lung cancer cel s penetrating the Matrigel was strengthened. Besides, fibrous connective tissues could be found around the lung cancer tissues, and necrosis with distinct boundary and large tumor nuclei;the metastatic tissues showed obvious infiltration and necrosis with large tumor nuclei. These results suggest that bone marrow mesenchymal stem cel s can promote the invasion, migration and metastasis of lung cancer cel lines.
3.Human umbilical cord mesenchymal stem cells:isolation, identificationand transplantation combined with chemotherapy for lung cancer in mice
Tianliang ZHENG ; Song ZHAO ; Haizhou GUO ; Guanghui CUI ; Dawei LIN
Chinese Journal of Tissue Engineering Research 2016;20(23):3457-3463
BACKGROUND:Mesenchymalstem cels have pluripotent differentiation, and can promote cel engraftment and immune regulation. Therefore,we attempt to use human umbilical cord mesenchymal stem cels as anew source for treatment of lung cancer by exploringcelisolation, identification and transplantation combined with chemotherapyforlung cancer in mice.
OBJECTIVE:To investigate the isolation and identification of human umbilical cord mesenchymal stem cels and its transplantation combined with chemotherapy for lung cancer inmice.
METHODS:Human umbilical cord mesenchymal stem cels were isolated from fresh umbilical cord of newborns and identified using tissue culture and enzyme digestion. Twenty Balb/C nude mouse models of lung cancer were randomly divided into two groups:mice in chemotherapy group were given chemotherapy, and those incombinedgroup given combination of chemotherapy with human umbilical cord mesenchymal stem cel transplantation.
RESULTS AND CONCLUSION:Compared with the chemotherapy group, the gastrointestinal tract was rosy and shiny, intestinal mucosa was smooth and complete, and tumor mass and blood indexes significantly decreased in thecombinedgroup (P< 0.05). To conclude, mature human umbilical cord mesenchymal stem cels can be obtained by tissueculture and enzyme digestion, andthecel transplantation combinedwith chemotherapy can significantly reduce gastrointestinal tract damage and themake peripheral hemogram in a stable level.
4.Quantitative assessment of right ventricular systolic function by the analysis of right ventricular contrast time-intensity curve.
Lin, WANG ; Youbin, DENG ; Tianliang, LI ; Haoyi, YANG
Journal of Huazhong University of Science and Technology (Medical Sciences) 2004;24(6):607-9
To study reliability and reliable indices of quantitative assessment of right ventricular systolic function by time-intensity curve (TIC) with right ventricular contrast, 5% sonicated human albumin was injected intravenously at a does of 0.08 ml/kg into 10 dogs at baseline status and cardiac insufficiency. Apical four-chamber view was observed for washin and washout of contrast agent from right ventricle. The parameters of TIC were obtained by curve fitting. The differences of parameters were analyzed in different states of cardiac functions. Among the parameters derived from TIC, the time constant (k) was decreased significantly with decline of cardiac function (P<0.001). But half-time of decent of peak intensity (HT) and mean-transit-time (MTT) of washout were increased significantly (P<0.001). The k was strongly related to cardiac output of right ventricle (CO) and ejection fraction (EF) of left ventricle and fractional shortening (FS) of left ventricle. Right ventricular systolic function could be assessed reliably by the parameters derived from TIC with right ventricular contrast echocardiography. The k, HT and MTT are reliable indices for quantitative assessment of right ventricular systolic function.
Blood Flow Velocity/physiology
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Cardiac Output
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Contrast Media
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Echocardiography
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Image Processing, Computer-Assisted
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Indicator Dilution Techniques
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Reproducibility of Results
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Systole
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Ventricular Function, Right/*physiology
5.Experimental study on role of endogenous endothelin in echocardiographic evaluation of flow-dependent epicardial coronary vasodilation induced by reactive hyperemia after blockade of nitric oxide formation
Tianliang LI ; Youbin DENG ; Lin WANG ; Haoyi YANG ; Qingyang ZHANG ; Xiaojun BI ; Huijuan XIANG ; Jinghua LIU ; Chunlei LI ; Qing CHANG
Chinese Journal of Ultrasonography 1997;0(06):-
Objective To determine whether endogenous endothelin(ET) plays a role in the echocardiographic evaluation of the flow-dependent epicardial coronary vasodilation induced by reactive hyperemia(RH) after blockade of nitric oxide(NO) formation. Methods In six anesthetized open-chest dogs, changes in internal diameter of the left anterior descending coronary artery(LAD) induced by RH were investigated via echocardiography before intracoronary infusion of GN-nitro-L-arginine methyl ester(L-NAME), after blockade of NO formation by L-NAME, and after L-NAME plus intracoronary infusion of BQ-123, an ETA receptor blocker.Results Before intracoronary infusion of L-NAME, the diameter of LAD increased significantly from((2.24)?(0.21))mm to ((2.51)?(0.23))mm (P
6.MRI findings of the brain after gas explosion and its relationship with post-traumatic stress disorder
Ruifeng ZHAO ; Jilong JIN ; Huabing LI ; Shufeng LI ; Shuwen TIAN ; Haixue LI ; Yanhui CHEN ; Tianliang WANG ; Lin MA ; Zijing REN
Chinese Journal of Radiology 2008;42(12):1241-1245
Objective To investigate MR findings and dynamic changes of the brain after gas explosion,and to evaluate the relationship between MR findings and post-traumatic stress disorder (PTSD).Methods Forty-nine survivors of a gas explosion (group A) were examined with brain MRI within 1 to 3 days,and serial MR follow-up examinations were also performed.Forty miners not under the ground that day were assigned as group B,and 40 staff working on the ground as group C.The signal intensity values of hippocampus and globus pallidus on T2WI were measured in the three groups and F test was performed by using SPSS 13.0.The relationship between signal intensity values of hippocampus/globns pallidus and PTSD was explored,and the relationship between ADC values of hippocampus and PTSD was also investigated.Results In group A,slight low signal on T1WI and high signal on T2WI were detected on initial MRI in hippocampus (33 cases),globus pallidus (12 cases),cortex (10 cases),and midbrain (2 cases),respectively.On follow-up MRI at 2 months,lesions in hippocampus disappeared (25 cases) or remained slight high signal on T2WI (8 cases),lesions in globus pallidus disappeared (3 cases,5 sides) or showed shrinkage and encephalomalacia (9 cases),cortical lesions resulted in encephalomalacia in 2 cases and returned normal in the others,and lesions in the midbrain showed encephalomatacia.For comparison of T2 signal intensity values in hippocampus and globus pallidus,there was significant difference between group A and group B(P <0.01),and also between group A and group C(P <0.01),but no difference was detected between group B and group C (P>0.05).In group A,the T2 signal intensities of PTSD and non-PTSD were 455±37 and 462±53 in the left hippocarnpus,and 458±36 and 460±43 in the right hippoeampus on 1 to 3 days,and the T2 signal intensities of PTSD and non-PTSD were 438±29 and 424±37 in the left hippocampns,and 442±31 and 430±32 in the right hippocampus at 2 months.The T2 signal intensities of PTSD and non-PTSD were 361 ±35 and 366±63 in the left globus pallidus,and 363 ±41 and 375±62 in the right globus pallidus on 1 to 3 days,and the T2 signal intensities of PTSD and non-PTSD were 341±24 and 337±39 in the left globns pallidus,340±26 and 332±35 in the tight glohus pallidns at 2 months.There was no difference of T2 signal intensity values in hippocampus and globus pallidus between PTSD and non-PTSD( t=0.350,0.826,0.503,0.907,P>0.05).In group A,ADC values of PTSD and nun-PTSD were (8.1±1.1)×10-4 and(8.1 ±0.9)×10-4mm2/s in the left hippocampus,and (8.2±1.0)×10-4 and(8.2±0.8)×10-4mm2/s in the tight hippocampus on 1 to 3 days,ADC values were (8.8±0.7)×10-4 and (9.0±1.0)×10-4mm2/s in the left hippocampus,and (8.5±0.9)×10-4 and (9.3±1.1)×10-4mm2/s in the tight hippocampus at 2 months.ADC values in hippocampns showed no difference between PTSD and non-PTSD(t=0.016,0.081,P>0.05)on initial MRI,but showed significant difference between PTSD and non-PTSD in tight hippocampus (t=7.407,P < 0.05) on follow-up MRI at 2 months,while no difference in left hippocampus (t =0.333,P>0.05) was observed at 2 months.Conclusion Hippocampns and globus pallidus are the most vulnerable structures in gas explosion.The occurrence of PTSD may be related to the injury of fight hippocampus,but not related to the injury of globns pallidus.
7.The application of MR new technique in primary angiitis of the central nervous system
Tianliang SHI ; Ting WANG ; Xin LOU ; Lin MA
Journal of Practical Radiology 2018;34(5):658-661
Objective To study imaging findings of primary angiitis of the central nervous system (PACNS) on MR new techniques,and to explore the diagnostic value of MR new techniques in this disease.Methods Seventeen cases who had been clinically diagnosed as PACNS were enrolled.All the cases underwent MR regular scans [T1 WI,T2 WI,diffusion weighted imaging(DWI),enhanced-enhanced T1 WI] and 3D-posudo-continuous arterial spin labeling (3D-PCASL).Some cases were scanned by using magnetic resonance angiography (MRA),susceptibility weighted imaging (SWI) and magnetic resonance spectrum (MRS) techniques.The regional cerebral blood flow (CBF) values were achieved based on ASL.The inter-group difference of the CBF values were analyzed by independent sample t test.Results Compared to the normal site,the CBF values in the lesion site were significant lower on PACNS (P=0.000).Of 13 patients scanned by SWI,10 cases showed low signal in the lesion.Of 14 patients scanned by MRS,10 cases showed N-acetylaspartic acid (NAA) peak decrease and Cho peak increase and 2 cases showed lactic acid(Lac) peak.Conclusion 3D PCASL can detect the hemodynamic abnormalities of PACNS.SWI can improve the ability of sensibility to observe the microbleed inside the lesion.MRS can explicit the extent of destruction and repairment of neurons in the lesion.Combining with the convention MR images can improve the understanding of the disease and the diagnostic accuracy.
8.Quantitative assessment of right ventricular systolic function by the analysis of right ventricular contrast time-intensity curve.
Lin WANG ; Youbin DENG ; Tianliang LI ; Haoyi YANG
Journal of Huazhong University of Science and Technology (Medical Sciences) 2004;24(6):607-609
To study reliability and reliable indices of quantitative assessment of right ventricular systolic function by time-intensity curve (TIC) with right ventricular contrast, 5% sonicated human albumin was injected intravenously at a does of 0.08 ml/kg into 10 dogs at baseline status and cardiac insufficiency. Apical four-chamber view was observed for washin and washout of contrast agent from right ventricle. The parameters of TIC were obtained by curve fitting. The differences of parameters were analyzed in different states of cardiac functions. Among the parameters derived from TIC, the time constant (k) was decreased significantly with decline of cardiac function (P<0.001). But half-time of decent of peak intensity (HT) and mean-transit-time (MTT) of washout were increased significantly (P<0.001). The k was strongly related to cardiac output of right ventricle (CO) and ejection fraction (EF) of left ventricle and fractional shortening (FS) of left ventricle. Right ventricular systolic function could be assessed reliably by the parameters derived from TIC with right ventricular contrast echocardiography. The k, HT and MTT are reliable indices for quantitative assessment of right ventricular systolic function.
Animals
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Blood Flow Velocity
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physiology
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Cardiac Output
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Contrast Media
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Dogs
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Echocardiography
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Image Processing, Computer-Assisted
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Indicator Dilution Techniques
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Reproducibility of Results
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Systole
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Ventricular Function, Right
;
physiology
9.Value of Echocardiography for Evaluation of the Flow-dependent Epicardial Coronary Vasodilation In Vivo
Tianliang LI ; Youbin DENG ; Lin WANG ; Haoyi YANG ; Xiaojun BI ; Qingyang ZHANG ; Jinghua LIU ; Qing CHANG ; Chunlei LI
Journal of Huazhong University of Science and Technology (Medical Sciences) 2005;25(4):464-467
To assess the value of echocardiography for detection of the flow-dependent epicardial coronary vasodilation, the changes in internal diameter of the left anterior descending coronary arteries (LAD) induced by reactive hyperemia were studied by echocardiography in 12 health anesthetized open-chest dogs. Reactive hyperemia was induced by brief occlusion of the left anterior descending coronary artery for 30 s followed by rapid release. The two- dimensional images of the left anterior descending coronary artery before and after reactive hyperemia with and without intracoronary infusion of NG-nitro-L-arginine methyl ester (L-NAME), an inhibitor of nitric oxide synthase(NOS) were investigated. The internal diameter of LAD was measured and its percent change induced by reactive hyperemia was calculated. Our results showed that the internal diameter of LAD was 2.23±0.19 mm before intracoronary infusion of L-NAME (baseline). The internal diameter of LAD significantly increased to 2.52±0.24 mm (P<0.01) after reactive hyperemia at baseline, and the percent change in internal diameter of LAD was (13. 10±3.59) %. The internal diameter of LAD before and after reactive hyperemia under the condition of intracoronary infusion of L-NAME was not different from that before reactive hyperemia at baseline. The percent change in internal diameter of LAD was (1.07±2.97) %, and it was significantly lower than that at baseline (P<0.001). We are led to conclude that the change in internal diameter of LAD responding to reactive hyperemia was detected sensitively by echocardiography, and this change was associated with endothelium-derived nitric oxide.
10.Effect of neck CT arteriovenous simultaneous enhancement methods on image quality and radiation dose
Yunfu LIU ; Tianliang KANG ; Yongxian ZHANG ; Senlin GUO ; Lin FU ; Qinggang XU ; Yingying CAO ; Junfang XIAN ; Yantao NIU
Chinese Journal of Radiology 2023;57(7):756-761
Objective:To investigate the feasibility of simultaneous arteriovenous enhancement of neck CT with two-stage injection of contrast agent and its effect on image quality and radiation dose.Methods:A total of 30 patients undergoing neck CT enhancement scan due to space-occupying lesions in Beijing Tongren Hospital, Capital Medical University from February to April 2022 were prospectively included as the experimental group. The neck CT enhancement scan was performed with two-stage injection of contrast agent and arteriovenous simultaneous enhancement. The dosage of contrast agent was calculated according to the patient′s body weight, and the method of two-stage injection was adopted. The dosage of contrast agent in the first stage was 0.7 ml/kg, with normal saline in the middle stage, and the second stage (began at 35 s) was 0.3 ml/kg. A total of 30 patients with gender and age matching with the experimental group from December 2021 to January 2022 were retrospectively collected as the control group. The control group was treated with the traditional arterial phase and venous phase scanning method with the dosage of 1.0 ml/kg contrast agent. The arterial phase was scanned at the 30 s and the venous phase was scanned at the 60 s. The CT values of bilateral carotid arteries and jugular veins in the experimental group were measured, the CT values of bilateral carotid arteries in the arterial phase were measured in the control group, and the CT values of bilateral carotid arteries and jugular veins in the venous phase were measured. Carotid artery enhancement score was performed for images of experimental group and control group in arterial and venous phase, and jugular vein and lesion enhancement score was performed for images of experimental group and control group in venous phase. The effective dose was calculated for both groups. The difference of carotid artery CT values between images was compared by one-way analysis of variance, and LSD method was used for pairwise comparison. The CT values of jugular vein were compared using independent sample t test. Kruskal-Wallis test was used to compare carotid artery enhancement scores, and Nemenyi method was used for pairwise comparison. Jugular vein and lesion enhancement scores and effective dose were compared by Mann-Whitney U test. Results:The CT value of carotid artery of experimental group [left (276±24) HU, right (273±25) HU] was lower than that of control group in arterial phase [left (329±33) HU, right (327±32) HU], and higher than that in the venous phase [left (147±15) HU, right (148±16) HU]. All the differences were statistically significant ( P<0.001). The CT value of jugular vein of experimental group [left (206±18) HU, right (203±19)] was higher than that of control group in the venous phase [left (154±15) HU, right (151±15)], the difference was statistically significant ( t=11.88, 11.76, both P<0.001). There was no significant difference in carotid artery enhancement score between experimental group and control group in arterial phase ( P=0.624), but the carotid artery enhancement score of the experimental group was higher than that of the control group in the venous phase, and the difference was statistically significant ( P<0.001). The scores of jugular vein and lesion enhancement in experimental group were higher than those of control group in venous phase, and the difference was statistically significant ( Z=5.01, P<0.001). The effective dose of the experimental group [2.41(2.04, 2.72) mSv] was decreased by 52.2% compared with the control group [5.04(4.18, 5.44) mSv], and the difference was statistically significant ( Z=-6.24, P<0.001). Conclusions:The neck CT enhanced scan with two-stage injection of contrast agent and arteriovenous simultaneous enhancement method can obtain comprehensive images of arterial and venous phases, and realize simultaneous enhancement of carotid artery, jugular vein and lesions, and reduce radiation dose.