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1.
Ying Yong Sheng Tai Xue Bao ; 35(4): 1025-1032, 2024 Apr 18.
Artículo en Chino | MEDLINE | ID: mdl-38884237

RESUMEN

In this study, we explored the thickness influence of undecomposed litter layer and semi-decomposed litter layer on the natural regeneration in an artificial pure forest of Larix principis-rupprechtii in the forest area of Guandi Mountain. We divided the litter into an undecomposed layer and a semi-decomposed layer, which was further divided into eight groups based on the thickness. The results showed that when the thickness of undecomposed layer was 0.32-0.83 cm, and that of semi-decomposed layer was 0.18-0.89 cm, the regeneration index was larger (≥0.15), and the regeneration was better. When the thickness of undecomposed layer was more than 1.1 cm and that of semi-decomposed layer was more than 0.5 cm, the regeneration index was smaller (≤0.07), and the rege-neration of understory was worse. Results of redundancy analysis showed that the undecomposed layer thickness of litter had a high and stable explanatory ability for natural regeneration, with a contribution rate of 38.7%, while the semi-decomposed layer thickness had no significant effect on natural regeneration. Structural equation modeling revealed that the thickness of undecomposed layer of litter increased the mechanical resistance to seed germination which had a negative direct effect on natural regeneration (-0.617), and a positive indirect effect on natural rege-neration by influencing the content of alkali-hydrolyzed nitrogen and available phosphorus (+0.178). The combined effects (-0.439) showed an inhibitory effect on the natural regeneration. In conclusion, the thickness of undecomposed layer of litter under L. principis-rupprechtii was most closely related to natural regeneration, and the thickness of semi-decomposed layer had a minimal effect on natural regeneration.


Asunto(s)
Larix , Larix/crecimiento & desarrollo , China , Hojas de la Planta/crecimiento & desarrollo , Conservación de los Recursos Naturales , Ecosistema , Bosques , Suelo/química
2.
Artículo en Inglés | MEDLINE | ID: mdl-38857156

RESUMEN

Thrombopoietin (TPO) is the critical regulator of platelet production. However, the role of TPO in pediatric patients with thrombocytopenic disorders has not been fully elucidated. In the present study, we attempted to investigate serum TPO levels in patients with acquired aplastic anemia (aAA) and immune thrombocytopenia (ITP). We analyzed the endogenous plasma concentration of TPO and platelet count at the time of TPO measurement in 166 patients with aAA and 280 patients with ITP retrospectively. We further observed a correlation between platelet counts and TPO. Serum TPO levels were significantly higher in aAA compared with ITP (1142 vs. 77.99 pg/mL, P<0.001). In patients with aAA, an elevation for TPO levels in very severe AA (VSAA) was seen when compared with non-severe AA (NSAA) (1360 vs. 984.4 pg/mL, P<0.05). In contrast, the circulating TPO levels with chronic ITP (CITP) showed a decrease than newly diagnosed ITP (NITP) and persistent ITP (PITP) (62.28 vs. 81.56 pg/mL, P<0.01, 62.28 vs. 87.82 pg/mL, P<0.05, respectively). There was a negative correlation between platelet counts and TPO levels in aAA (rs=-0.3325, P<0.001) as well as ITP (rs=-0.2570, P<0.001). Especially, TPO levels were inversely correlated with platelet counts in NSAA (rs=-0.3672, P<0.001) and NITP (rs=-0.3316, P<0.001). After grouping by age or sex, there were no statistical differences in aAA or ITP. Serum TPO levels were markedly elevated in pediatric patients with aAA compared with ITP. It was higher in VSAA and lower in CITP, suggesting that serum TPO level could play a role in classifying disease severity or clinical course in aAA and ITP.

3.
Front Pediatr ; 12: 1391245, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38694724

RESUMEN

Introduction: Riboflavin transporter deficiency (RTD) is a rare genetic disorder that affects riboflavin transport, leading to impaired red blood cell production and resulting in pure red cell aplasia. Recognizing and understanding its clinical manifestations, diagnosis, and management is important. Case presentation: A 2-year-old patient presented with pure red cell aplasia as the primary symptom of RTD. After confirming the diagnosis, rapid reversal of anemia was achieved after high-dose riboflavin treatment. Conclusion: RTD often has an insidious onset, and neurological symptoms appear gradually as the disease progresses, making it prone to misdiagnosis. Genetic testing and bone marrow biopsy can confirm the diagnosis.

4.
Pediatr Res ; 2024 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-38822136

RESUMEN

BACKGROUND: Severe aplastic anemia (SAA) is caused by immune-mediated destruction. Standard immunosuppressive therapy (IST) is effective but needs to be improved. METHODS: The data of patients with SAA and received IST were analyzed retrospectively to conducted this historical control study. RESULTS: A total of 115 SAA patients (60 males; median age of 5.77 years and median follow-up time of 45 months) were enrolled in this study. The complete response rates (CRR) of the eltrombopag group at 3 and 6 months were higher than the control group (30.3% vs.8.2% at 3 months; 50.0% vs. 10.2% at 6 months). The overall response rates (ORR) showed no differences. There were significant differences in the times from G-CSF, Red blood cell transfusion, and Platelet transfusion between the two groups. No difference in overall survival (OS), event-free survival (EFS), and relapse rate between two groups. There is no variable were associated with prognosis in both groups. CONCLUSION: Addition of eltrombopag to IST confers faster hematological response and higher early hematological response in pediatric SAA patients. IMPACT: Addition of eltrombopag to standard immunosuppressive therapy confers faster hematological response and higher early hematological response in pediatric severe aplastic anemia patients. Eltrombopag showed reliable safety but had no impact on long-term response and prognosis. This article is a historical controlled study consisting of 115 pediatric severe aplastic anemia patients and makes up for the lack of clinical data deficient on pediatric severe aplastic anemia with TPO-RA combined with IST.

5.
Ying Yong Sheng Tai Xue Bao ; 34(11): 2881-2888, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37997398

RESUMEN

In this study, we analyzed the vertical distribution characteristics of root biomass density, root length density, root surface area density in monoculture and mixture of Pinus tabuliformis and Robinia pseudoacacia plantations in Caijiachuan small watershed of Jixian County, Shanxi. We examined their relationships with soil physical and chemical properties in different stand types. The results showed that the total root biomass density of P. tabuliformis and R. pseudoacacia in mixture was more than 75% higher than that in monoculture. Root system of P. tabuli-formis mainly distributed in shallow layer (0-40 cm), while that of R. pseudoacacia was deeper (40-80 cm). Fine roots were predominant in different diameter classes. Length density and surface area density of fine roots were in the order of R. pseudoacacia in mixture > P. tabuliformis in mixture > R. pseudoacacia stand > P. tabuliformis stand. Root biomass density of fine roots was in the order of P. tabuliformis in mixture > R. pseudoacacia in mixture > P. tabuliformis stand > R. pseudoacacia stand. In vertical profile, the total root and fine root biomass, root length and root surface area density of P. tabuliformis stand, R. pseudoacacia stand, P. tabuliformis in mixture and R. pseudoacacia in mixture showed a rule of decreasing with the increases of soil depth. Under different stand types, fine root length density, root biomass density and total root length density were positively correlated with soil total nitrogen, soil organic carbon, and soil water contents. Total root surface area density was significantly positively correlated with soil organic carbon, soil water content, and soil total nitrogen. The distribution of roots in pure and mixed stands of P. tabuliformis and R. pseudoacacia showed different patterns. Compared with the pure stand, the mixed stand had higher root biomass, soil nutrient contents, and soil water content.


Asunto(s)
Pinus , Robinia , Carbono/análisis , Suelo/química , Nitrógeno/análisis , Agua , China
6.
Emerg Infect Dis ; 29(3): 667-669, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36823712

RESUMEN

We report a case of Babesia microti infection in an immunocompetent child <5 years of age that caused fever and severe intravascular hemolysis. Physicians in China should be aware of babesiosis, especially in the differential diagnosis of immune hemolytic anemia with negative results for antiglobulin tests.


Asunto(s)
Babesia microti , Babesiosis , Humanos , Niño , Hemólisis , Babesiosis/diagnóstico , China , Fiebre
7.
Sci Total Environ ; 863: 160742, 2023 Mar 10.
Artículo en Inglés | MEDLINE | ID: mdl-36528101

RESUMEN

Revealing how species interaction and assembly processes structure the core and satellite microeukaryotic subcommunities in an engineering environment is crucial for understanding how biodiversity influences system function. By investigating the core and satellite microeukaryotic subcommunities in constructed wetlands (CWs), we depicted an integrated distribution pattern of microeukaryotic communities in the CWs with different hydraulic loading rates (HLRs). Surprisingly, our results suggested that high HLR reduced the diversity and network stability of the microeukaryote community in CW. The stochastic process becomes more important with the increased HLR. In addition, satellite and core taxa varied inconsistently under different HLRs except for niche breadth. And the changes in all taxa were consistent with those in satellite taxa. Satellite taxa, but not core taxa, was an important driver in shaping the dynamics of microeukaryotic communities and played an important role in maintaining the stability of the microeukaryotic community. Overall, our results not only fill a gap in understanding the microeukaryotic community dynamics and its basic drivers of CWs under different HLRs but also highlights the particular importance of satellite microeukaryotes in mediating biogeochemical cycles in CWs ecosystems.


Asunto(s)
Biodiversidad , Ecosistema , Eucariontes , Humedales , Estaciones del Año , Dinámica Poblacional
8.
Sci Total Environ ; 857(Pt 2): 159593, 2023 Jan 20.
Artículo en Inglés | MEDLINE | ID: mdl-36272486

RESUMEN

Salt marshes are potentially one of the most efficient carbon (C) sinks worldwide and perform important ecosystem functions, but sea level rise alters marsh sediments properties and thus threatens microbial roles in ecosystem functioning. Yet, the mechanisms of interactions of biochemical processes with microorganisms and their functions are still not fully understood. Here, this study investigated metagenomic taxonomic and functional profiling from the water-land conjugation up to about 300 m, 1000 m, and 2500 m in three parallel transects, respectively, in Hangzhou Bay, China. The results showed that soil physicochemical factors drove metagenomic taxonomic and functional genes in the 2500-m transect significantly different from other sites. The 2500-m transect had a greater abundance of Chloroflexi and Acidobacteria but lower in Proteobacteria. The metagenomic functional genes related to Phosphorus Metabolism (PHO) and Potassium Metabolism (POT) increased in the 2500 m. Additionally, nutrient-cycling functions and the genera of Anaeromyxobacter, Roseiflexus, and Geobacter related to PHO, POT at 2500 m were significantly greater than those of other transects. Carbon cycling functions within Carbohydrates (CHO) also differed significantly across transects. These research results demonstrated that the relative abundance of metagenomic microorganisms and their functional genes were significantly separated across the three transects. The vegetation type, salinity, and soil properties might be among the influencing factors.


Asunto(s)
Ecosistema , Humedales , Suelo/química , Metagenómica , Carbono
10.
Ying Yong Sheng Tai Xue Bao ; 33(10): 2687-2694, 2022 Oct.
Artículo en Chino | MEDLINE | ID: mdl-36384603

RESUMEN

In this study, we analyzed the natural regeneration of Larix principis-rupprechtii pure plantations with stand densities of 128, 240, 320, 400, 480, 560, 640 and 720 trees·hm-2 in the Guandi Mountains and its influencing factors. The results showed that the regeneration index first increased and then decreased with the increases of stand density, and that the regeneration performance of stand with medium density (400-560 trees·hm-2) was significantly better than other stands. Light conditions, herbaceous plants and litter of the understory had a dual effect on the regeneration of L. principis-rupprechtii. Excessive light, herbaceous plant cover or over-thick litter was not instrumental to the regeneration. Soil organic matter promoted stand regeneration by providing soft soil texture, adequate water content, low phosphorus but high nitrogen. The effects of the examined factors on the regeneration index were as follows: soil water content (0.798) > total nitrogen (0.621) > litter thickness (-0.597) > soil porosity (0.504) > soil organic matter (0.493) > total phosphorus (-0.404) > transmitted total light (-0.274) > herbaceous plants cover (-0.021). In the plantation management, stand density could be controlled at about 480 trees·hm-2 by thinning or replanting, while litter could be cleared properly to improve soil condition and to promote natural regeneration of L. principis-rupprechtii.


Asunto(s)
Larix , Suelo , Fósforo , Árboles , Nitrógeno , Agua
11.
J Clin Med ; 11(20)2022 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-36294386

RESUMEN

Aims: This study investigates the association between circulating tumor cells (CTCs) and breast cancer metastasis. Methods: A retrospective study was conducted using patients with histologically confirmed breast cancer recruited from the First Affiliated Hospital of Nanjing Medical University during the period of August 2017−October 2020. We used adjusted logistic regression, the random forest algorithm, and sensitivity analysis to study the association between CTC enumeration and tumor metastasis. Further, we performed next-generation sequencing (NGS) on the CTCs obtained from two patients with breast cancer brain metastasis. Results: A total of 41 out of 116 enrolled patients were identified with tumor metastasis. CTC enumeration was significantly higher in patients with liver metastasis than in those without liver metastasis. Patients with CTCs ≥ 5 exhibited a higher risk of tumor metastasis than those with CTCs < 5 in the adjusted model (odds ratios (OR) = 6.25, 95% confidence interval (CI) = 2.63−15.58). The random forest model identified CTC enumeration as a significant metastasis-related variable with the highest mean decrease accuracy and mean decrease Gini score. No significant association was found between CTCs and visceral metastasis with an OR of 1.29 (95% CI = 0.98−2.05, p = 0.232). Upon further investigating organ-specific metastasis, we found that patients with high CTC levels were more likely to develop liver metastasis (OR = 4.87, 95% CI = 1.34−20.17, p = 0.021). The NGS study of CTCs identified a total of 120 indel mutations (e.g., CNGB1, NTSR1, ZG16). The enriched biological processes were mechanoreceptor differentiation and macrophage activation involved in the immune response. The enriched KEGG pathways included focal adhesion, the PI3K-Akt signaling pathway, and microRNAs involved in cancer. Conclusions: Our study revealed that CTCs ≥ 5 are a risk factor for tumor metastasis in breast cancer patients. In addition, we reported that CTCs ≥ 5 might be associated with a higher risk of liver metastasis in patients with metastatic breast cancer. We have provided the mutational profiles of CTCs based on next-generation sequencing.

12.
Int J Immunopathol Pharmacol ; 36: 3946320221125591, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36074705

RESUMEN

OBJECTIVE: LPS-responsive beige-like anchor (LRBA) deficiency is one of the most common monogenic disorders causing common variable immunodeficiency (CVID) and CVID-like disorders. However, the clinical spectrum of compound heterozygous (CHZ) LRBA variation should be extended. In this study, we presented five cases of compound heterozygous LRBA with various refractory cytopenias. MATERIALS AND METHODS: Retrospective analysis of the clinical manifestations, management, and outcomes of five cases (from five pedigrees) with LRBA gene CHZ variants which initially manifested as single/multilineage immune cytopenias was performed. RESULTS: 1. Gene variations: All five patients inherited the compound heterozygous LRBA variations from their parents which were thought to be pathogenic. BEACH, DUF4704, and LamG were the main affected domains of LRBA gene in this case series. 2. Immune dysregulation of clinic: (1) Hypogammaglobulinemia were recorded in four patients, and the proportion of Treg was decreased in two patients. Only one patient had been with increased TCRαß+CD4/CD8 double-negative T cells (DNT). (2) Lymphoproliferative manifestations were seen in three patients. (3) All five patients were complained with cytopenia, although they showed different clinical manifestations. None of the parents was asymptomatic. (4) Other immune disorders: P5 also had relapsed infections and autoimmune endocrinopathy. 3. Management and outcomes: P1 and P5 responded well to immunomodulatory therapy and P3 was effectively treated with hemophagocytic lymphohistiocytosis (HLH) first-line regimen chemotherapy. P4 showed no responses to steroids and IVIG. However, TPO-R agonist was effective. CONCLUSION: Unlike homozygous mutations, compound heterozygous LRBA variation should always be kept in mind for the various phenotypes and different treatment responses.


Asunto(s)
Agammaglobulinemia , Inmunodeficiencia Variable Común , Proteínas Adaptadoras Transductoras de Señales/genética , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Inmunodeficiencia Variable Común/genética , Humanos , Fenotipo , Estudios Retrospectivos
13.
Int J Comput Assist Radiol Surg ; 17(7): 1225-1233, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-35568744

RESUMEN

PURPOSE: The accuracy improvement in endoscopic image classification matters to the endoscopists in diagnosing and choosing suitable treatment for patients. Existing CNN-based methods for endoscopic image classification tend to use the deepest abstract features without considering the contribution of low-level features, while the latter is of great significance in the actual diagnosis of intestinal diseases. METHODS: To make full use of both high-level and low-level features, we propose a novel two-stream network for endoscopic image classification. Specifically, the backbone stream is utilized to extract high-level features. In the fusion stream, low-level features are generated by a bottom-up multi-scale gradual integration (BMGI) method, and the input of BMGI is refined by top-down attention learning modules. Besides, a novel correction loss is proposed to clarify the relationship between high-level and low-level features. RESULTS: Experiments on the KVASIR dataset demonstrate that the proposed framework can obtain an overall classification accuracy of 97.33% with Kappa coefficient of 95.25%. Compared to the existing models, the two evaluation indicators have increased by 2% and 2.25%, respectively, at least. CONCLUSION: In this study, we proposed a two-stream network that fuses the high-level and low-level features for endoscopic image classification. The experiment results show that the high-to-low-level feature can better represent the endoscopic image and enable our model to outperform several state-of-the-art classification approaches. In addition, the proposed correction loss could regularize the consistency between backbone stream and fusion stream. Thus, the fused feature can reduce the intra-class distances and make accurate label prediction.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Redes Neurales de la Computación , Endoscopía , Humanos , Procesamiento de Imagen Asistido por Computador/métodos
14.
Front Pediatr ; 10: 1014249, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36741091

RESUMEN

Background: DiGeorge Syndrome (DGS) is a rare disease associated with 22q11.2 chromosomal microdeletion, also known as a velocardiofacial syndrome, based on the frequent involvements of the palate, facial, and heart problems. Hematologic autoimmunity is rare in DGS but presents with a refractory course and poor prognosis. Herein, we report a case of partial DGS in a patient with refractory immune cytopenia and autoimmune lymphoproliferative syndrome (ALPS)-like manifestations. Case description: A 10-year-old boy with growth retardation presented initially with a ventricular septal defect at 7 months old, which had been repaired soon after. The patient suffered from thrombocytopenia and progressed into chronic refractory immune thrombocytopenia (ITP) at 30 months old. One year later, the patient developed multilineage cytopenias including thrombocytopenia, neutropenia, and anemia. First-line treatment of ITP, like high-dose dexamethasone and intravenous immunoglobulin, had little or short-term effect on controlling symptoms. Whole-exome sequencing revealed the presence of a de novo heterozygous 2.520 Mb deletion on chromosome 22q11.21. Moreover, decreased proportion of naive T cells and elevated double-negative T cells were found. The patient was given sirolimus therapy (1.5 mg/m2, actual blood concentration range: 4.0-5.2 ng/ml) without adding other immunosuppressive agents. The whole blood cell count was gradually restored after a month, and the disease severity was soothed with less frequency of infections and bleeding events. Decreased spleen size and restrained lymph node expansion were achieved after 3-month sirolimus monotherapy. Conclusions: This case is the first description on the efficacy of sirolimus monotherapy to treat refractory multilineage cytopenias of DGS presented with ALPS-like features.

15.
Pediatr Hematol Oncol ; 38(7): 647-657, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-33798022

RESUMEN

Eltrombopag is being investigated for the treatment of aplastic anemia (AA) by stimulating hematopoietic stem cell (HSC) proliferation. To evaluate the efficacy and safety of eltrombopag in the first-line therapy of pediatric AA. The present retrospective study assessed pediatric patients with newly diagnosed AA administered immunosuppressive therapy (IST) (rabbit ATG combined with CSA) with eltrombopag at a single center from March to September 2017. All patients were followed up for >2 years. A total of 14 patients (8 males), averagely aged 86 months, were enrolled in this study. Eltrombopag was administered with a median time to initiation of 19.5 days after IST; the median course of treatment was 253 days. Complete and overall response rates at 6 months were 64.3% (9/14 case) and 78.6% (11/14 cases), respectively. The survival rate was 100%, and no relapse occurred in responders. Eltrombopag was well-tolerated; however, the most common adverse events included indirect bilirubin elevation, jaundice, and transient liver-enzyme elevation. By the end of follow-up, bone marrow chromosomes were normal, and no abnormal myelodysplastic syndrome (MDS)-related clones appeared. Addition of eltrombopag to IST is associated with markedly increased complete response with respect to hematology in pediatric patients with SAA compared with a historical cohort, without intolerable side effects.


Asunto(s)
Anemia Aplásica , Benzoatos/uso terapéutico , Hidrazinas/uso terapéutico , Inmunosupresores/uso terapéutico , Pirazoles/uso terapéutico , Anemia Aplásica/tratamiento farmacológico , Animales , Suero Antilinfocítico/uso terapéutico , Benzoatos/efectos adversos , Niño , Ciclosporina/uso terapéutico , Femenino , Humanos , Hidrazinas/efectos adversos , Inmunosupresores/efectos adversos , Masculino , Pirazoles/efectos adversos , Conejos , Estudios Retrospectivos , Resultado del Tratamiento
16.
Rev Sci Instrum ; 91(12): 124104, 2020 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-33379949

RESUMEN

A hybrid Genetic Algorithm (GA) and Levenberg-Marquardt (GA-LM) method is proposed for cell suspension measurement with electrical impedance spectroscopy. This algorithm combines the GA with global search ability and Levenberg-Marquardt (LM) algorithm with local search ability, which has the advantages of high accuracy and high robustness. First, GA-LM is compared with GA and LM algorithm separately by ideal simulation. Second, Gaussian noise is added to the ideal simulation data. The anti-noise ability of the GA-LM is discussed. Finally, experiments are conducted to verify the practicability of the proposed GA-LM method. In the experiment, GA-LM is used to fit the impedance spectrum of yeast suspensions with different volume fractions and active states. The results show that the GA-LM algorithm can converge to the real value that is set in the simulation under ideal numerical simulation conditions. In the simulation within 2% noise level, the mean relative error of the parameter solution is less than 4%, and the root mean square error of the fitting is less than 0.4. This method also performs well in fitting of the experimental data. In addition, the electric double layer resistance and cell membrane capacitance are selected as the main indicators for the identification of yeast suspension concentration and activity, respectively.

17.
Electrophoresis ; 41(16-17): 1425-1432, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-31863489

RESUMEN

The electrical characteristics of biological tissue is evaluated by establishing an electrical equivalent circuit with electrical impedance spectroscopy. The least squares method is used to realize electrical equivalent circuit fitting by using the developed portable electrical impedance spectroscopy system. The EIS system is used to obtain the impedance spectrum data of the measured biological tissue. In the experiment, the impedance spectrum data of eggs under different heating time were measured, and the established equivalent circuit model of eggs was fitted by nonlinear least squares fitting algorithm. Moreover, the electrical characteristics of the biological tissue are also revealed by numerical simulation with HANAI model. The experimental and simulation results show that the extracted equivalent electrical parameters can clearly characterize the variation of the internal change of components of biological tissues.


Asunto(s)
Espectroscopía Dieléctrica/métodos , Algoritmos , Animales , Membrana Celular/fisiología , Pollos , Simulación por Computador , Huevos/análisis , Huevos/efectos de la radiación , Impedancia Eléctrica , Calor , Análisis de los Mínimos Cuadrados , Modelos Biológicos
18.
IEEE J Biomed Health Inform ; 24(6): 1550-1556, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-31603806

RESUMEN

A wearable electrical impedance tomographic (wEIT) sensor with 8 electrodes is developed to realize gesture recognition with machine learning algorithms. To optimize the wEIT sensor, gesture recognition rates are compared by using a series of electrodes with different materials and shapes. To improve the gesture recognition rates, several Machine Learning algorithms are used to recognize three different gestures with the obtained voltage data. To clarify the gesture recognition mechanism, an electrical model of the electrode-skin contact impedance is established. Experimental results show that: rectangular copper electrodes realize the highest recognition rate; the existence of the electrode-skin contact impedance could improve the gesture recognition rate; Medium Gaussian SVM (Support Vector Machine) algorithm is the optimal algorithm with an average recognition rate of 95%.


Asunto(s)
Impedancia Eléctrica/uso terapéutico , Gestos , Aprendizaje Automático , Tomografía/instrumentación , Dispositivos Electrónicos Vestibles , Adulto , Algoritmos , Diseño de Equipo , Femenino , Antebrazo/fisiología , Humanos , Masculino , Reconocimiento de Normas Patrones Automatizadas , Máquina de Vectores de Soporte , Muñeca/fisiología , Adulto Joven
19.
IEEE Trans Biomed Eng ; 66(10): 2936-2944, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-30762523

RESUMEN

Enhancement of positive dielectrophoresis (pDEP) particle trapping by a co-occurring fluid flow under an ac electric field in an electrode-multilayered microfluidic device is investigated by three-dimensional particle-fluid flow simulations. The particle motion near one cross section of the microfluidic device is simulated under a zero flow condition by the Eulerian-Lagrangian method incorporating the ac electrothermal effect, thermal buoyancy, and dielectrophoresis. The mean trapping rate under the steady state Rm is evaluated from the simulated number of trapped particles Ntrap for 54 cases with four parameters: electrode excitation pattern, medium conductivity σ, applied voltage ϕe, and the real part of the Clausius-Mossotti factor Re[K(ω)]. The simulated pDEP velocity in the upper part of the flow channel is validated by an experiment using cell suspension and is fitted so that the non-dimensional velocity error is within 15% of a typical velocity of pDEP. The mean trapping rate Rm is greatly increased by the fluid flow only in the high conductivity and high voltage cases. Regardless of the electrode excitation pattern, Rm increased almost proportionally to the inflow rate into the capture region, where the pDEP force is effective. From a fitted equation of the results, the increase of Rm when Re[K(ω)] = 0.1 to 0.5 is found to be about 20% to 30% of the number of particles transported into the capture regions. The results quantify the enhancement of pDEP trapping by the fluid flow occurring under practical conditions in the device.


Asunto(s)
Electroforesis/instrumentación , Técnicas Analíticas Microfluídicas/instrumentación , Conductividad Eléctrica , Electrodos , Tamaño de la Partícula , Suspensiones
20.
IEEE Trans Biomed Eng ; 66(2): 453-463, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-29993454

RESUMEN

A particle-fluid flow under alternating current (ac) electrokinetics was numerically simulated to investigate the three-dimensional (3-D) particle motion in a complex electric field of a high conductivity medium generated by an electrode-multilayered microfluidic device. The simulation model coupling thermal-fluid-electrical and dispersed particle problems incorporates three ac electrokinetics (ACEK) phenomena, namely, the ac electrothermal effect (ACET), thermal buoyancy (TB), and dielectrophoresis (DEP). The electrode-multilayered microfluidic device was fabricated with 40 electrodes exposed at the flow channel sidewalls in five cross sections. The governing equations of the simulation model are solved by the Eulerian-Lagrangian method with finite volume discretization. Fluid flow simulations in three cases with or without consideration of ACET and TB are performed to clarify the contributions of these phenomena. The fluid flow is found to be composed of short-range vortices due to ACET and long-range circulation due to TB based on the features of the electrode-multilayered microfluidic device. The 3-D particle trajectory influenced by the fluid flow is compared with four values of the real part of the Clausius-Mossotti (CM) factor to evaluate the DEP phenomenon. The simulation model is validated by experiments using a cell suspension. The pattern of cell trajectories in the upper part of the flow channel measured by particle tracking velocimetry agrees with the simulated pattern. By comparison of the simulation and experiment, it is found that the cells moving straight away from the electrode on the focal plane are decelerated within the region of 60 µm from the electrode by positive-DEP with [Formula: see text]. Furthermore, the 3-D DEP-effective region and the ACET and TB dominant regions for the cells are predicted by evaluating the particle-fluid relative velocity due to DEP force with [Formula: see text]. Consequently, the flow mechanism and dominant region of each ACEK phenomenon in the device are clarified from the 3-D simulation validated by the experiments.


Asunto(s)
Simulación por Computador , Técnicas Citológicas/métodos , Electroforesis/métodos , Dispositivos Laboratorio en un Chip , Técnicas Analíticas Microfluídicas/métodos , Línea Celular , Técnicas Citológicas/instrumentación , Electroforesis/instrumentación , Diseño de Equipo , Humanos , Técnicas Analíticas Microfluídicas/instrumentación , Tamaño de la Partícula , Temperatura
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