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1.
J Magn Reson Imaging ; 47(5): 1406-1414, 2018 05.
Article in English | MEDLINE | ID: mdl-29044903

ABSTRACT

BACKGROUND: Both acute and chronic myocardial infarction (AMI and CMI, respectively) exhibit delayed enhancement; however, clinical decision-making processes frequently require the differentiation of these two types of myocardial injury. PURPOSE: To investigate the reliability of AMI and CMI characterization using native T1 mapping and its feasibility for discriminating AMI from CMI. STUDY TYPE: Case-control. ANIMAL MODEL: The study cohort comprised 12 AMI (mean post-MI, 3.75 ± 1.29 days) and 15 CMI (mean post-MI, 39.53 ± 6.10 days) Bama mini-pigs. FIELD STRENGTH/SEQUENCE: Balanced steady-state free precession (bSSFP), segmented-turbo-FLASH-PSIR, and modified Look-Locker inversion recovery (MOLLI) sequences at 3.0T. ASSESSMENT: The infarct sizes were compared on matching short-axis slices of late-gadolinium-enhanced (LGE) images and T1 maps by two experienced radiologists. STATISTICAL TESTS: The infarct sizes were compared on matching short-axis slices of LGE images and T1 maps, and agreement was determined using linear regression and Bland-Altman analyses. The native T1 values were compared between AMI and CMI models (independent sample t-test). The intraclass correlation coefficient was used to assess inter- and intraobserver variability. RESULTS: Measured infarct sizes did not differ between native T1 mapping and LGE images (AMI: P = 0.913; CMI: P = 0.233), and good agreement was observed between the two techniques (AMI: bias, -3.38 ± 19.38%; R2 = 0.96; CMI: bias, -10.55 ± 10.90%; R2 = 0.90). However, the native infarction myocardium T1 values and the T1 signal intensity ratio of infarct and remote myocardium (T1 SI ratio) did not differ significantly between AMI and CMI (P = 0.173). DATA CONCLUSION: Noncontrast native T1 mapping can accurately determine acute and chronic infarct areas as well as conventional LGE imaging; however, it cannot distinguish acute from chronic MI. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1406-1414.


Subject(s)
Magnetic Resonance Imaging , Myocardial Infarction/diagnostic imaging , Animals , Contrast Media , Decision Making , Decision Support Systems, Clinical , Disease Models, Animal , Gadolinium , Image Interpretation, Computer-Assisted/methods , Linear Models , Magnetic Resonance Imaging, Cine , Myocardium , Observer Variation , Radiology/methods , Regression Analysis , Reproducibility of Results , Swine , Swine, Miniature , Temperature
2.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 45(1): 89-92, 2014 Jan.
Article in Zh | MEDLINE | ID: mdl-24527590

ABSTRACT

OBJECTIVE: To evaluate the accuracy of results of heart functions determined by 64-slice multidetector row computed tomography (64-MDCT) in patients with single valvular insufficiency leision in left ventricle. METHODS: 58 patients with single valvular insufficiency leision in left ventricle were enrolled in this study. Their heart functions were assessed by magnetic resonance imaging (MRI), 64-MDCT and echocardiography (Echo) respectively. The assessed parameters included left ventricular end-diastolic and end-systolic volume (LVEDV, LVESV), stroke volume (LVSV), ejection fraction (LVEF), and effective ejection fraction (eLVEF). The correlations between eLVEF and some clinical indicators, such as cardiopulmonary bypass time (CPBT), ventilation time (VT), vasoactive drug used time (VDUT), and length of ICU stay (ICUST) were analyzed. RESULTS: No significant differences were found in the parameters measured by 64-MDCT, Echo and MRI. A strong correlation between 64-MDCT and MRI (r: 0.79-0. 92) was found with all of the parameters. The eLVEF measured by 64-MDCT and MRI correlated with CPBT, VT, VDUT and ICUST well (r: 0.56-0. 84). CONCLUSION: 64-MDCT is a rapid, accurate and cheap choice for assessing heart functions of patients with single valvular insufficiency leision in left ventricle. eLVEF is a good predictor for the outcomes of operations.


Subject(s)
Tomography, X-Ray Computed , Ventricular Dysfunction, Left/physiopathology , Angiography , Diastole , Echocardiography , Heart Ventricles , Humans , Magnetic Resonance Imaging , Stroke Volume , Systole
3.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 45(6): 898-902, 2014 Nov.
Article in Zh | MEDLINE | ID: mdl-25571711

ABSTRACT

OBJECTIVE: To investigate the feasibility of tracking bone mesenchymal stem cell (BMSCs) dual- labeled with polyethylenimine 2k-superparamagnetic iron oxide (PEI2k-SPIO) and Luciferase transplantation for acute myocardial infarction in vivo by using magnetic resonance imaging (MRI) and fluorescence imaging. METHODS: BMSCs/Luciferase was incubated with culture medium containing PEI2k-SPIO for 24 h. Prussian-blue staining and MTT were used to assess the efficacy and safety of labeling with PEI2k-SPIO. Guided with echocardiography, the dual-labeled BMSCs were injected into the margin of infarction myocardium. MRI and fluorescence imaging were performed to monitor the cells in vivo at different times (1,2,3,7 d). RESULTS: As demonstrated by MTT, there was no significant difference in survival rate between the labeled and unlabeled cells (P>0. 05). Within a week after transplantation, all PEI2k-SPIO-labeled BMSCs showed a significant decreased signal on MRI. Dual-labeled BMSCs were detected bioluminescence with fluorescence imaging, but disappeared after one week. CONCLUSION: Multi- modality imaging can not only trace the location of labeled BMSCs but also demonstrate the survival of labeled BMSCs in vivo.


Subject(s)
Mesenchymal Stem Cell Transplantation , Molecular Imaging , Myocardial Infarction/therapy , Animals , Dextrans , Magnetic Resonance Imaging , Magnetite Nanoparticles , Mesenchymal Stem Cells , Polyethyleneimine
4.
J Surg Res ; 182(1): 40-8, 2013 Jun 01.
Article in English | MEDLINE | ID: mdl-22925499

ABSTRACT

PURPOSE: Acellular porcine small intestinal submucosa (SIS) has been successfully used for esophagoplasty in dogs. However, this has not led to complete epithelialization and muscular regeneration. We undertook the present study to assess the effect of tissue-engineered esophagus generated by seeding bone marrow mesenchymal stem cells (BMSCs) onto an SIS scaffold (BMSCs-SIS) in a canine model. METHODS: We cultured, passaged, and measured autologous BMSCs and myoblasts with cell proliferation and immunohistochemical assays. We labeled the third passage of BMSCs with PKH-26, a fluorescent dye, before seeded it onto the SIS. We resected canine cervical esophagus to generate a defect 5 cm in length and 50% in circumference, which we repaired with BMSCs-SIS or SIS alone. RESULTS: Four weeks later, barium esophagram demonstrated that esophageal lumen surface of the patch graft was smoother in the BMSCs-SIS group compared with the SIS group. Histological examination suggested a strong similarity between BMSCs and esophageal myoblasts in terms of morphology and function. Although both BMSCs-SIS and SIS repaired the esophageal defects, we noted complete re-epithelialization with almost no inflammation only in the former group. By 12 wk after the surgery, we observed long bundles of skeletal muscles only in the BMSCs-SIS group, where the microvessel density was also much greater. CONCLUSIONS: Bone marrow mesenchymal stem cells on an SIS scaffold can promote re-epithelialization, revascularization, and muscular regeneration. This approach may provide an attractive option for esophageal regeneration.


Subject(s)
Cell Differentiation/physiology , Esophagus/cytology , Mesenchymal Stem Cells/cytology , Models, Animal , Tissue Engineering/methods , Actins/metabolism , Animals , Bone Marrow Cells/cytology , Bone Marrow Cells/metabolism , Cell Proliferation , Cells, Cultured , Dogs , Esophagus/physiology , Male , Mesenchymal Stem Cells/physiology , Myoblasts, Smooth Muscle/cytology , Myoblasts, Smooth Muscle/metabolism , Regeneration/physiology , Tissue Scaffolds
5.
Sichuan Da Xue Xue Bao Yi Xue Ban ; 43(4): 578-83, 2012 Jul.
Article in Zh | MEDLINE | ID: mdl-22997900

ABSTRACT

OBJECTIVE: To explore the optimal concentration of polyethylenimine-superparamagnetic iron oxide (PEI2k-SPIO) particles for labeling bone marrow mesenchymal stem cells (BMSCs) in vitro, then to demonstrate the imaging characteristics of the cells by 7.0-T MR scanner. The lowest cell quantity and the optimal cell quantity detected on MR was observed. METHODS: Cells at 2nd passage were inoculated into the 6-hole plate with cover glass. The different concentrations of PEI2k-SPIO (5 microg/mL, 7 microg/mL, 10 microg/mL, 15 microg/mL, 20 microg/mL) were added into different holes, respectively. After labeled with different concentrations of PEI2k-SPIO, the Prussian blue stain was used for determining the labeling efficiency. MTT growth curves were used to identify the activity of BMSCs and to determine the optimal threshold of SPIO nanocomposite particles labeled the stem cells at different PEI2k-SPIO concentrations (7, 10, 15, 20 microg Fe/mL medium). To definite the lowest cells quantity and the optimal observable cells quantity on MR imaging, 1 x 10(6), 1 x 10(5), 1 x 10(4) and 1 x 10(3) cells labeled with optimal threshold of PEI2k-SPIO and 1 x 10(6) cells unlabeled suspended in 0.2 mL agarose (10 g/L), respectively undergone MR scan. RESULTS: MTT growth curves showed the optimal threshold of PEI2k-SPIO labeled BMSCs was 7 microg/mL, which indicates has no adverse effects on the growth of stem cells. At the opimal concentration (7 microg Fe/mL), the lowest observable cell quantity of PEI2k-SPIO-labeled cells for MRI was 1 x 10(4), and the optimal observable cell quantity was 1 x 10(6). CONCLUSION: At the opimal concentration, adverse effect to stem cell activities had not be detected when were labeled with PEI2k-SPIO and the clearly image of MRI of labeled BMSCs could be obtained.


Subject(s)
Cell Tracking , Dextrans/chemistry , Magnetic Resonance Imaging/methods , Magnetite Nanoparticles/chemistry , Mesenchymal Stem Cells/cytology , Polyethyleneimine/chemistry , Animals , Animals, Newborn , Cells, Cultured , Female , Ferric Compounds , Male , Rats , Rats, Sprague-Dawley
6.
Sci Rep ; 11(1): 13778, 2021 07 02.
Article in English | MEDLINE | ID: mdl-34215839

ABSTRACT

Patients requiring low-dose warfarin are more likely to suffer bleeding due to overdose. The goal of this work is to improve the feedforward neural network model's precision in predicting the low maintenance dose for Chinese in the aspect of training data construction. We built the model from a resampled dataset created by equal stratified sampling (maintaining the same sample number in three dose-groups with a total of 3639) and performed internal and external validations. Comparing to the model trained from the raw dataset of 19,060 eligible cases, we improved the low-dose group's ideal prediction percentage from 0.7 to 9.6% and maintained the overall performance (76.4% vs. 75.6%) in external validation. We further built neural network models on single-dose subsets to invest whether the subsets samples were sufficient and whether the selected factors were appropriate. The training set sizes were 1340 and 1478 for the low and high dose subsets; the corresponding ideal prediction percentages were 70.2% and 75.1%. The training set size for the intermediate dose varied and was 1553, 6214, and 12,429; the corresponding ideal prediction percentages were 95.6, 95.1%, and 95.3%. Our conclusion is that equal stratified sampling can be a considerable alternative approach in training data construction to build drug dosing models in the clinic.


Subject(s)
Anticoagulants/administration & dosage , Heart Valve Diseases/surgery , Heart Valves/drug effects , Warfarin/administration & dosage , Adult , Aged , Cardiac Surgical Procedures/adverse effects , China/epidemiology , Dose-Response Relationship, Drug , Female , Heart Valve Diseases/drug therapy , Heart Valve Diseases/pathology , Heart Valve Prosthesis , Heart Valves/physiopathology , Heart Valves/surgery , Humans , Machine Learning , Male , Middle Aged , Neural Networks, Computer
7.
Sci Rep ; 8(1): 9712, 2018 06 26.
Article in English | MEDLINE | ID: mdl-29946101

ABSTRACT

Warfarin is the most recommended anticoagulant drug for patients undergoing heart valve replacement. However, due to the narrow therapeutic window and individual dose, the use of warfarin needs more advanced technology. We used the data collected from a multi-central registered clinical system all over China about the patients who have undergone heart valve replacement, subsequently divided into three groups (training group: 10673 cases; internal validation group: 3558 cases; external validation group: 1463 cases) in order to construct a hybrid model with genetic algorithm and Back-Propagation neural network (BP-GA), For testing the model's prediction accuracy, we used Mean absolute error (MAE), Root mean squared error (RMSE) and the ideal predicted percentage of total and dose subgroups. In results, whether in internal or in external validation group, the total ideal predicted percentage was over 58% while the intermediate dose subgroup manifested the best. Moreover, it showed higher prediction accuracy, lower MAE value and lower RMSE value in the external validation group than that in the internal validation group (p < 0.05). In conclusion, BP-GA model is promising to predict warfarin maintenance dose.


Subject(s)
Algorithms , Heart Valve Prosthesis Implantation/methods , Warfarin/administration & dosage , Warfarin/therapeutic use , Adult , Aged , Anticoagulants , Female , Humans , Male , Middle Aged , Neural Networks, Computer
8.
World J Gastroenterol ; 14(16): 2582-5, 2008 Apr 28.
Article in English | MEDLINE | ID: mdl-18442210

ABSTRACT

AIM: To evaluate the value of plasma N-terminal pro-brain natriuretic peptide (NT-proBNP) level for predicting postoperative atrial fibrillation (AF) in patients undergoing surgery for esophageal carcinoma. METHODS: NT-proBNP levels were measured in 142 patients 24 h before and 1 h after surgery for esophageal carcinoma. All patients having a preoperative cardiac diagnosis by electrocardiogram (ECG), remained under continuous monitoring for at least 48 h after surgery, and then underwent clinical cardiac evaluation until discharge. RESULTS: Postoperative AF occurred in 11 patients (7.7%). AF patients were significantly older (69.6 +/- 12.2 years vs 63.4 +/- 13.3 years, P = 0.031) than non-AF patients. There were no significant differences in history of diabetes mellitus, sex distribution, surgical approach, anastomosis site, intraoperative hypotension and postoperative fever. The preoperative plasma NT-proBNP level was significantly higher in patients who developed postoperative AF (121.3 +/- 18.3 pg/mL vs 396.1 +/- 42.6 pg/mL, P = 0.016). After adjustment for age, gender, chronic obstructive pulmonary disease (COPD), history of cardiac diseases, hypertension, postoperative hypoxia and thoracic-gastric dilation, NT-proBNP levels were found to be associated with the highest risk factor for postoperative AF (odds ratio = 4.711, 95% CI = 1.212 to 7.644, P = 0.008). CONCLUSION: An elevated perioperative plasma BNP level is a strong and independent predictor of postoperative AF in patients undergoing surgery for esophageal carcinoma. This finding has important implications for identifying patients at higher risk of postoperative AF who should be considered for preventive antiarrhythmic therapy.


Subject(s)
Atrial Fibrillation/epidemiology , Esophageal Neoplasms/surgery , Esophagectomy/adverse effects , Natriuretic Peptide, Brain , Peptide Fragments , Postoperative Complications/epidemiology , Aged , Aged, 80 and over , Anti-Arrhythmia Agents/therapeutic use , Atrial Fibrillation/prevention & control , Female , Humans , Hypoxia/epidemiology , Male , Natriuretic Peptide, Brain/blood , Organization and Administration , Peptide Fragments/blood , Regression Analysis , Retrospective Studies , Risk Factors , Sex Characteristics
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