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1.
Sensors (Basel) ; 22(12)2022 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-35746383

RESUMEN

Missing tag incidents are common in RFID-enabled supply-chain and warehousing scenarios due to cargo theft and employee error operations, which may lead to serious economic losses or potential safety hazards. On the premise of ensuring the accuracy of missing tag detection, this paper aims to improve the time efficiency in an integrated RFID system. Unlike prior work focusing on detecting missing items from a large number of homogeneous tags that are monitored by a single reader, one integrated RFID system possesses multiple readers to communicate with the heterogeneous tags, which have different categorical attributes. In addition, the prior work required repeating the execution several times to capture the missing tags in assorted categories, which is of low time efficiency. Thus, a protocol called Multi-reader Missing Tag Detection (MMTD) is proposed to capture the missing tag quickly and reliably, which can detect missing tags from different categories in a parallel manner and is much more time-efficient than previous work. MMTD has two major advantages compared to prior work: (i) It leverages the knowledge of the spatial distribution of tags to divide up a difficult detection task into several lightweight tasks, which are shared by multiple readers. (ii) It personalizes the time frame of the reader based on the tag population to optimize the utilization of the communication channel. The final simulation results reveal that MMTD is the best in time-efficiency among the comparison protocols, and MMTD outperforms the other missing tag detection protocols by at least 1.5× in the Integrated RFID scenarios.


Asunto(s)
Dispositivo de Identificación por Radiofrecuencia , Simulación por Computador , Monitoreo Fisiológico , Dispositivo de Identificación por Radiofrecuencia/métodos
2.
IEEE Trans Image Process ; 31: 472-484, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-34874853

RESUMEN

Hashing has been widely applied to the large-scale approximate nearest neighbor search problem owing to its high efficiency and low storage requirement. Most investigations concentrate on learning hashing methods in a centralized setting. However, in existing big data systems, data is often stored across different nodes. In some situations, data is even collected in a distributed manner. A straightforward way to solve this problem is to aggregate all the data into the fusion center to obtain the search result (aggregating method). However, this strategy is not feasible because of the prohibitive communication cost. Although a few distributed hashing methods have been proposed to reduce this cost, they only focus on designing a distributed algorithm for a specific global optimization objective without considering scalability. Moreover, existing distributed hashing methods aim at finding a distributed solution to hashing, meanwhile avoiding accuracy loss, rather than improving accuracy. To address these challenges, we propose a Scalable Distributed Hashing (SDisH) model in which most existing hashing methods can be extended to process distributed data with no changes. Furthermore, to improve accuracy, we utilize the search radius as a global variable across different nodes to achieve a global optimum search result for every iteration. In addition, a voting algorithm is presented based on the results produced by multiple iterations to further reduce search errors. Theoretical analyses of communication, computation, and accuracy demonstrate the superiority of the proposed model. Numerical simulations on three large-scale and two relatively small benchmark datasets also show that the SDisH model achieves up to 44.75% and 10.23% accuracy gains compared to the aggregating method and state-of-the-art distributed hashing methods, respectively.

3.
IEEE Trans Image Process ; 30: 3985-3994, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33780338

RESUMEN

Hashing methods have been widely used in Approximate Nearest Neighbor (ANN) search for big data due to low storage requirements and high search efficiency. These methods usually map the ANN search for big data into the k -Nearest Neighbor ( k NN) search problem in Hamming space. However, Hamming distance calculation ignores the bit-level distinction, leading to confusing ranking. In order to further increase search accuracy, various bit-level weights have been proposed to rank hash codes in weighted Hamming space. Nevertheless, existing ranking methods in weighted Hamming space are almost based on exhaustive linear scan, which is time consuming and not suitable for large datasets. Although Multi-Index hashing that is a sub-linear search method has been proposed, it relies on Hamming distance rather than weighted Hamming distance. To address this issue, we propose an exact k NN search approach with Multiple Tables in Weighted Hamming space named WHMT, in which the distribution of bit-level weights is incorporated into the multi-index building. By WHMT, we can get the optimal candidate set for exact k NN search in weighted Hamming space without exhaustive linear scan. Experimental results show that WHMT can achieve dramatic speedup up to 69.8 times over linear scan baseline without losing accuracy in weighted Hamming space.

4.
J Bone Miner Metab ; 38(2): 188-197, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31414283

RESUMEN

High-resolution melting (HRM) analysis has been shown to be a time-saving method for the screening of genetic variants. To increase the precision of the diagnosis of osteogenesis imperfecta (OI), we used HRM to explore COL1A1/COL1A2 mutations in 87 Chinese OI patients and to perform population-based studies of the relationships between their genotypes and phenotypes. Peripheral blood samples were collected from the 87 non-consanguineous probands. The coding regions and exon boundaries of COL1A1/COL1A2 were detected by HRM and confirmed by Sanger sequencing. The functional effects of mutations were predicted through bioinformatic tools. Mutations were detected in 70.3% of familial cases and 40% of sporadic cases (p < 0.01). Compared with COL1A1 mutations, patients with COL1A2 mutations were more prone to severe phenotypes. Helical mutations (caused by substitution of the glycine within the Gly-X-Y triplet domain) were more likely to occur in patients with type III and IV (p < 0.05). Haploinsufficiency mutations (caused by frameshift, nonsense, and splice-site mutations) appeared more frequently in patients with type I (p < 0.05). Compared with the Sanger sequencing and whole exome sequencing (WES), HRM was found to reduce total costs by 78%- 80% in patients who had a positive HRM separate melting curve. Our findings suggest that HRM would greatly benefit small and understaffed hospitals and laboratories, and would facilitate the accurate diagnosis and early treatment of OI in remote and less developed regions.


Asunto(s)
Pueblo Asiatico/genética , Colágeno Tipo I/genética , Pruebas Genéticas , Mutación/genética , Desnaturalización de Ácido Nucleico , Osteogénesis Imperfecta/genética , Adolescente , Sustitución de Aminoácidos/genética , Niño , Cadena alfa 1 del Colágeno Tipo I , Exones/genética , Femenino , Pruebas Genéticas/economía , Genotipo , Humanos , Masculino , Fenotipo , Factores de Tiempo , Adulto Joven
5.
Transpl Immunol ; 53: 7-12, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30472391

RESUMEN

Liver transplantation (LT) is the most effective treatment method for advanced stage liver disease but acute cellular rejection (ACR) seriously affects the prognosis of LT. To discover novel diagnostic biomarkers of ACR after LT, Isobaric Tags for Relative and Absolute Quantitation (iTRAQ)-based mass spectrometry was performed to characterize alterations of serum proteins among patients validated to be pathologically ACR or pathologically no-ACR after LT and healthy controls. As a result, 10 differentially expressed proteins were found out between the ACR group and the No-ACR group; 88 differentially expressed proteins were found out between the ACR group and the Healthy Control group; 39 differentially expressed proteins were found out between No-ACR group and Healthy Control group. After analysis and ELISA validation, the results showed that CFHR1, CFHR5 and CFH could be candidate protein biomarkers for the early diagnosis of ACR after LT.


Asunto(s)
Biomarcadores/metabolismo , Proteínas Sanguíneas/metabolismo , Proteínas Inactivadoras del Complemento C3b/metabolismo , Factor H de Complemento/metabolismo , Proteínas del Sistema Complemento/metabolismo , Rechazo de Injerto/diagnóstico , Trasplante de Hígado , Enfermedad Aguda , Biología Computacional , Diagnóstico Precoz , Humanos , Inmunidad Celular , Masculino , Espectrometría de Masas , Persona de Mediana Edad , Proteómica , Programas Informáticos
6.
Sensors (Basel) ; 18(9)2018 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-30213098

RESUMEN

Load balancing is effective in reducing network congestion and improving network throughput in wireless sensor networks (WSNs). Due to the fluctuation of wireless channels, traditional schemes achieving load balancing in WSNs need to maintain global or local congestion information, which turn out to be complicated to implement. In this paper, we design a flowlet switching based load balancing scheme, called EasyLB, by extending OpenFlow protocol. Flowlet switching is efficient to achieve adaptive load balancing in WSNs. Nevertheless, one tricky problem lies in determining the flowlet timeout value, δ . Setting it too small would risk reordering issue, while setting it too large would reduce flowlet opportunities. By formulating the timeout setting problem with a stationary distribution of Markov chain, we give a theoretical reference for setting an appropriate timeout value in flowlet switching based load balancing scheme. Moreover, non-equal probability path selection and multiple parallel load balancing paths are considered in timeout setting problem. Experimental results show that, by setting timeout value following the preceding theoretical reference, EasyLB is adaptive to wireless channel condition change and achieves fast convergence of load balancing after link failures.

7.
PeerJ ; 6: e5638, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30258726

RESUMEN

OBJECTIVE: The benefits of IL-35 treatment have been verified in multiple animal models of diseases, while its influence on T cells immunity under normal condition still needs to be elucidated. The present study was designed to investigate the effects modulating IL-35 levels in vivo and in vitro on T cells, response and also the effects on T cells subsets in normal mice. METHODS: A plasmid pMSCV-IL-35-GFP carrying mouse linear IL-35 fragment with two subunits joint together was constructed and the heterodimer expression was confirmed. Normal mice were randomly divided into three groups and received an intravenous injection of PBS, pMSCV-GFP and pMSCV-IL-35-GFP respectively. After 72 h, spleen tissues and peripheral blood were harvested for following analysis. Meanwhile, splenic T cells were isolated and incubated with 10, 30, or 50 ng/mL recombinant IL-35 factor for 24 h with the addition of anti-CD3/CD28 in vitro. T-cell subsets were assessed by Fluorescence activated cell sorting (FACS) and related cytokines together with effector molecules were determined by real time PCR. RESULTS: Western blotting confirmed a 52 kDa band in the cell lysate of HEK 293T transducted with pMSCV-IL-35-GFP plasmid, indicating a successful expression of IL-35. Ebi3 and IL-12A, two subunits of IL-35, could be identified 72 h post DNA injection. IL-35 upregulation in vivo effectively inhibit CD4+ and CD8+ T cell proliferation and Th1 cytokine secretion. Effector molecules of CD8+ T cells were also remarkably suppressed. On the contrary, high level of IL-35 significantly induced CD4+ CD25+ Tregs and Th2 enhancement. The in vitro study provided similar results. CONCLUSION: The results indicated Th1 and CD8+ T cell inhibition and Th2 and Tregs bias in the presence of IL-35 under a normal state which partly contributed to its therapeutic potential.

8.
Environ Int ; 117: 69-81, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29727754

RESUMEN

BACKGROUND: Managing and recycling electronic waste (e-waste), while useful and necessary, has resulted in significant contamination of several environments in China. The area around Tianjin, China has become one of the world's largest e-waste disposal centers, where electronics are processed by manually disassembly or burning, which can result in serious exposure of workers to a multitude of toxicants. OBJECTIVE: The present study assessed potential genomic damage in workers involved in recycling e-waste. METHODS: To detect cytogenetic and DNA damage, chromosomal aberrations (CA), cytokinesis blocking micronucleus (CBMN) and the comet assay were performed. Concentrations of some trace elements, markers of oxidative stress and polychlorinated biphenyls (PCBs) in whole blood or serum were measured, and relationships among the markers described above, age, and duration of exposure were analyzed. The profiles of expression of genes in lymphocytes in peripheral blood were assessed to determine the status of the regulation of genes involved in genome stability. RESULTS: Concentrations of 28 PCB congeners in the whole blood of the exposed group were significantly (P<0.001) greater than those in the control individuals. Frequency of CA (8.01%) and CBMN (26.3‰) in lymphocytes and the level of DNA damage in the lymphocytes and spermatozoa of the exposed men were also significantly (P<0.0001) greater than those of the controls. There were significant relationships between CA, CBMN, DNA damage and duration of exposure. Concentrations of malondialdehyde (MDA) and lead (Pb) in the blood serum were significantly greater, but activities of superoxide dismutase (SOD), glutathione (GSH) and concentrations of calcium (Ca) and magnesium (Mg) were lower in the serum of the exposed men. MDA, Pb, Ca and Mg were associated with the duration of exposure to handling e-waste. In males involved in handling of e-waste, there were 13 genes - ATM, ATR, ABL1, CHEK1, CHEK2, GADD45A, CDK7, GTSE1, OGG1, DDB1, PRKDC, XRCC1 and CCNH - for which expression of mRNA was up-regulated and 7 genes - BRCA1, GTF2H1, SEMA4A, MRE11A, MUTYH, PNKP and RAD50 - for which the expression of mRNA was down-regulated. CONCLUSIONS: A strong correlation between indicators of damage of DNA, which could result in instability of the genome, and duration of processing e-waste was observed. If proper procedures are not followed, there are significant risks to the health of the individuals involved in such activities.


Asunto(s)
Daño del ADN/genética , Residuos Electrónicos/efectos adversos , Inestabilidad Genómica/genética , Exposición Profesional/análisis , Adulto , China/epidemiología , Estudios de Cohortes , Humanos , Masculino
9.
J Gerontol A Biol Sci Med Sci ; 73(8): 1027-1035, 2018 07 09.
Artículo en Inglés | MEDLINE | ID: mdl-29360938

RESUMEN

Environmentally persistent organic pollutant (POP) is the general term for refractory organic compounds that show long-range atmospheric transport, environmental persistence, and bioaccumulation. It has been reported that the accumulation of POPs could lead to cellular DNA damage and adverse effects of on metabolic health. To better understand the mechanism of the health risks associated with POPs, we conducted an evidence-based cohort investigation (n = 5,955) at the Jinghai e-waste disposal center in China from 2009 to 2016, where people endure serious POP exposure. And high levels of aging-related diseases, including hypertension, diabetes, autoimmune diseases, and reproductive disorders were identified associated with the POP exposure. In the subsequent molecular level study, an increased telomere dysfunction including telomere multiple telomere signals, telomere signal-free ends, telomere shortening and activation of alternative lengthening of telomeres were observed, which might result from the hypomethylated DNA modification induced telomeric repeat-containing RNA overexpression. Moreover, dysfunctional telomere-leaded senescence-associated secretory phenotype was confirmed, as the proinflammatory cytokines and immunosenescence hallmarks including interleukin-6, P16INK4a, and P14ARF were stimulated. Thus, we proposed that the dysfunctional telomere and elevated systemic chronic inflammation contribute to the aging-associated diseases, which were highly developed among the POP exposure individuals.


Asunto(s)
Envejecimiento/efectos de los fármacos , Exposición a Riesgos Ambientales/efectos adversos , Contaminantes Ambientales/efectos adversos , Telómero/efectos de los fármacos , Adulto , Southern Blotting , Metilación de ADN/efectos de los fármacos , Femenino , Humanos , Hibridación Fluorescente in Situ , Linfocitos/efectos de los fármacos , Masculino , Microscopía Fluorescente , Reacción en Cadena en Tiempo Real de la Polimerasa , Acortamiento del Telómero/efectos de los fármacos
10.
Zhonghua Yi Xue Yi Chuan Xue Za Zhi ; 34(6): 797-801, 2017 Dec 10.
Artículo en Chino | MEDLINE | ID: mdl-29188603

RESUMEN

OBJECTIVE: To explore genetic mutations and clinical features of osteogenesis imperfecta type V. METHODS: Clinical record of five patients (including one familial case) with osteogenesis imperfecta type V were retrospectively analyzed. Peripheral blood samples of the patients, one family member, as well as healthy controls were collected. Mutation of IFITM5 gene was identified by PCR amplification and Sanger sequencing. RESULTS: A heterozygous mutation (c.-14C>T) in the 5-UTR of the IFITM5 gene was identified in all of the patients and one mother. The clinical findings included frequent fractures and spine and/or extremities deformities, absence of dentinogenesis imperfecta, absence of hearing impairment, and blue sclera in 1 case. Radiographic findings revealed calcification of the interosseous membrane between the radius-ulna in all cases. Hyperplastic callus formation was found in 3 cases. Four had radial-head dislocation. CONCLUSION: A single heterozygous mutation c.-14C>T was found in the 5-UTR of the IFITM5 gene in 5 patients with osteogensis imperfecta type V. The patients showed specific radiological features including calcification of interosseous membrane, hyperplastic callus formation, and radial-head dislocation.


Asunto(s)
Mutación , Osteogénesis Imperfecta/genética , Adolescente , Adulto , Niño , Preescolar , Femenino , Humanos , Masculino , Osteogénesis Imperfecta/diagnóstico por imagen , Adulto Joven
11.
Sci Rep ; 7(1): 3429, 2017 06 13.
Artículo en Inglés | MEDLINE | ID: mdl-28611384

RESUMEN

Immunosuppressive medications, such as tacrolimus and mycophenolate mofetil, are commonly used for reducing the risk of organ rejection in receipts of allogeneic organ transplant. The optimal dosages of these drugs are required for preventing rejection and avoiding toxicity to receipts. This study aimed to identify the correlation between the expression profiling of genes involved in drug metabolism and the blood level of tacrolimus in liver transplant receipts. Sixty-four liver transplant receipts were enrolled in this retrospective study. Receipts were divided into low (2-5.9 ng/ml) and high (6-15 ng/ml) tacrolimus groups. Clinical assessment showed that the blood level of tacrolimus was inversely correlated with the liver function evaluated by blood levels of total bilirubin and creatinine. Compared to the high tacrolimus group, expression levels of six cytochrome P450 enzymes, CYP1A1, CYP2B6, CYP3A5, CYP4A11, CYP19A1, and CYP17A1 were significantly higher in the low tacrolimus group. The expression levels of these genes were negatively correlated with the tacrolimus blood level. Enzyme assays showed that CYP3A5 and CYP17A1 exerted direct metabolic effects on tacrolimus and mycophenolate mofetil, respectively. These results support clinical application of this expression profiling of genes in drug metabolism for selection of immunosuppressive medications and optimal dosages for organ transplant receipts.


Asunto(s)
Sistema Enzimático del Citocromo P-450/genética , Inmunosupresores/sangre , Trasplante de Hígado , Tacrolimus/sangre , Receptores de Trasplantes , Adulto , Anciano , Sistema Enzimático del Citocromo P-450/metabolismo , Femenino , Humanos , Masculino , Persona de Mediana Edad
12.
Artículo en Inglés | MEDLINE | ID: mdl-27525028

RESUMEN

Recently, regulatory dendritic cells (DCregs), a newly described dendritic cell subset with potent immunomodulatory function, have attracted increased attention for their utility in treating immune response-related diseases, such as graft-versus-host disease, hypersensitivity, and autoimmune diseases. Danchaiheji (DCHJ) is a traditional Chinese formula that has been used for many years in the clinic. However, whether DCHJ can program dendritic cells towards a regulatory phenotype and the underlying mechanism behind this process remain unknown. Herein, we investigate the effects of traditional Chinese DCHJ on DCregs differentiation and a mouse model of skin transplantation. The current study demonstrates that DCHJ can induce dendritic cells to differentiate into DCregs, which are represented by high CD11b and low CD86 and HLA-DR expression as well as the secretion of IL-10 and TGF-ß. In addition, DCHJ inhibited DC migration and T cell proliferation, which correlated with increased IDO expression. Furthermore, DCHJ significantly prolonged skin graft survival time in a mouse model of skin transplantation without any liver or kidney toxicity. The traditional Chinese formula DCHJ has the potential to be a potent immunosuppressive agent with high efficiency and nontoxicity.

13.
Int J Clin Pharmacol Ther ; 54(8): 587-96, 2016 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-27191765

RESUMEN

OBJECTIVE: Genetic polymorphisms of the P450 2C9 enzyme (CYP2C9), CYP2C19 and CYP3A5 gene are known to affect the metabolism of many drugs applied in liver transplant recipients, such as warfarin, voriconazole, and tacrolimus. The aim of this study was to recommend dose regimens for the liver recipients based on CYP2C9, CYP2C19, and CYP3A5 genotypic combinations of liver transplant recipients and their donors. METHODS: 91 adult Han Chinese liver transplant recipients who underwent orthotopic liver transplantation at Tianjin First Central Hospital, China, between 2013 and 2014 were included in this study. CYP2C9*2, CYP2C9*3, CYP2C19* 2, CYP2C19*3 and CYP3A5*3, in both liver recipients and their grafted liver were tested by polymerase chain reaction-restriction fragment length polymorphism. The dose regimens for the liver recipients were recommended based on CYP genotypic combinations of the recipients and their donors. RESULTS: In the liver transplant recipients, the frequencies of CYP2C9*2, CYP2C9*3, CYP2C19*2, CYP2C19*3, and CYP3A5*3 were found to be 2.75%, 4.40%, 0%, 24.18%, and 75.27%, respectively. Allele frequencies were significantly different for CYP2C9*2, CYP2C19*2, and CYP2C19* 3 (p < 0.001) when comparing the recipients with Chinese, Eastern Asians and Caucasians populations. Most dose regimens of drugs, especially of immunosuppressive drugs, should be adjusted according to the variant metabolism activity affected by the genetic polymorphisms in both recipients and their grafted liver. CONCLUSION: The dose regimens would present considerable intraand inter-patient variability in liver transplant recipients since the genetic polymorphisms of P450 enzyme in their grafted liver might complicate the metabolism of drugs in liver transplant recipients. Giving careful consideration to the CYP genotypic combinations of transplant recipients and donors in clinical dose regimens could optimize outcomes.


Asunto(s)
Citocromo P-450 CYP2C19/genética , Citocromo P-450 CYP2C9/genética , Citocromo P-450 CYP3A/genética , Trasplante de Hígado , Polimorfismo Genético , Donantes de Tejidos , Adulto , Femenino , Genotipo , Humanos , Masculino , Persona de Mediana Edad
14.
Zhonghua Yi Xue Yi Chuan Xue Za Zhi ; 33(2): 140-4, 2016 Apr.
Artículo en Chino | MEDLINE | ID: mdl-27060301

RESUMEN

OBJECTIVE: To detect potential mutations of COL1A1 and COL1A2 genes with polymerase chain reaction-high-resolution melting analysis(PCR-HRMA) in a proband diagnosed with osteogenesis imperfecta (OI). METHODS: Peripheral blood samples were collected from the proband and members of his family as well as healthy controls. The mutations were detected by PCR-HRMA and confirmed by direct sequencing. Potential effects of the mutations were predicted using softwares including PolyPhen, SIFT and Align GVGD. RESULTS: The PCR-HRMA has indicated mutations in exon 45 of the COL1A1 gene in the proband as well as his parents, which were presented as the difference in the melting curves between the patients and the control samples. Sequencing analysis confirmed that the proband has carried two heterozygous mutations (c.3235G>A, p.Gly1079Ser and c.3247G>A, p.Ala1083Thr) in exon 45 of the COL1A1 gene. Among them, c.3235G>A was predicted to have impeded alpha helix structure domain, which was inherited from the father who also had OI. c.3247G>A was inherited from mother who had a normal phenotype. All three softwares predicted that the c.3235G>A mutation can interfere with the function of the protein, while the c.3247G>A may have a benign effect by PolyPhen analysis. CONCLUSION: The study identified two mutations (c.3235G>A and c.3247G>A) occurred simultaneously in COL1A1 gene in a case. The case is the first reported in human collagen mutation database. As identified,mutation of c.3235G>A may be the major cause of the disease in the proband.


Asunto(s)
Colágeno Tipo I/genética , Mutación , Osteogénesis Imperfecta/genética , Mutación Puntual , Adolescente , Adulto , Pueblo Asiatico/genética , Secuencia de Bases , Estudios de Casos y Controles , Niño , Preescolar , China , Cadena alfa 1 del Colágeno Tipo I , Exones , Femenino , Humanos , Masculino , Datos de Secuencia Molecular , Linaje
15.
Immunol Res ; 64(4): 988-1000, 2016 08.
Artículo en Inglés | MEDLINE | ID: mdl-26721806

RESUMEN

Regulatory dendritic cells are a potential therapeutic tool for assessing a variety of immune overreaction diseases. Paeoniflorin, a bioactive glucoside extracted from the Chinese herb white paeony root, has been shown to be effective at inhibiting the maturation and immunostimulatory function of murine bone marrow-derived dendritic cells. However, whether paeoniflorin can program conventional dendritic cells toward regulatory dendritic cells and the underlying mechanism remain unknown. Here, our study demonstrates that paeoniflorin can induce the production of regulatory dendritic cells from human peripheral blood monocyte-derived immature dendritic cells in the absence or presence of lipopolysaccharide (LPS) but not from mature dendritic cells, thereby demonstrating the potential of paeoniflorin as a specific immunosuppressive drug with fewer complications and side effects. These regulatory dendritic cells treated with paeoniflorin exhibited high CD11b/c and low CD80, CD86 and CD40 expression levels as well as enhanced abilities to capture antigen and promote the proliferation of CD4(+)CD25(+) T cells and reduced abilities to migrate and promote the proliferation of CD4(+) T cells, which is associated with the upregulation of endogenous transforming growth factor (TGF)-ß-mediated indoleamine 2,3-dioxygenase (IDO) expression. Collectively, paeoniflorin could program immature dendritic cells (imDCs) and imDCs stimulated with LPS toward a regulatory DC fate by upregulating the endogenous TGF-ß-mediated IDO expression level, thereby demonstrating its potential as a specific immunosuppressive drug.


Asunto(s)
Antiinflamatorios no Esteroideos/farmacología , Linfocitos T CD4-Positivos/inmunología , Células Dendríticas/inmunología , Glucósidos/farmacología , Monoterpenos/farmacología , Linfocitos T Reguladores/inmunología , Antígenos CD/metabolismo , Diferenciación Celular , Proliferación Celular , Células Cultivadas , Citocinas/metabolismo , Glucósidos/química , Humanos , Terapia de Inmunosupresión , Indolamina-Pirrol 2,3,-Dioxigenasa/metabolismo , Lipopolisacáridos/inmunología , Lipopolisacáridos/metabolismo , Medicina Tradicional China , Monoterpenos/química , Paeonia/inmunología , Factor de Crecimiento Transformador beta/metabolismo
16.
IEEE/ACM Trans Comput Biol Bioinform ; 13(6): 1142-1154, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26661788

RESUMEN

The metabolic network model allows for an in-depth insight into the molecular mechanism of a particular organism. Because most parameters of the metabolic network cannot be directly measured, they must be estimated by using optimization algorithms. However, three characteristics of the metabolic network model, i.e., high nonlinearity, large amount parameters, and huge variation scopes of parameters, restrict the application of many traditional optimization algorithms. As a result, there is a growing demand to develop efficient optimization approaches to address this complex problem. In this paper, a Kriging-based algorithm aiming at parameter estimation is presented for constructing the metabolic networks. In the algorithm, a new infill sampling criterion, named expected improvement and mutual information (EI&MI), is adopted to improve the modeling accuracy by selecting multiple new sample points at each cycle, and the domain decomposition strategy based on the principal component analysis is introduced to save computing time. Meanwhile, the convergence speed is accelerated by combining a single-dimensional optimization method with the dynamic coordinate perturbation strategy when determining the new sample points. Finally, the algorithm is applied to the arachidonic acid metabolic network to estimate its parameters. The obtained results demonstrate the effectiveness of the proposed algorithm in getting precise parameter values under a limited number of iterations.


Asunto(s)
Ácido Araquidónico/metabolismo , Análisis de Flujos Metabólicos/métodos , Redes y Vías Metabólicas/fisiología , Modelos Biológicos , Modelos Estadísticos , Análisis de Regresión , Animales , Simulación por Computador , Humanos , Distribución Normal
17.
Int J Clin Exp Pathol ; 8(9): 10050-60, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26617712

RESUMEN

MicroRNAs (miRNAs) are known to function as negative gene regulators. Recently, miRNAs have been shown to regulate immunity processes; however, the mechanism is unclear. The role of microRNA-214 (miR-214) in dendritic cell (DC) maturation has not been investigated. We found that the miR-214 level was correlated with the maturation of DCs and inflammatory cytokine secretion, as depressed miR-214 levels induced DC tolerance. We also identified ß-catenin as a target gene of miR-214 and demonstrated its association with Treg cell differentiation. MiR-214 regulates gene expression by binding to the 3'UTR of ß-catenin. The results suggest that ß-catenin is a critical regulator of tolerance in DCs via miR-214. The expression of miR-214 could be a potential therapeutic strategy in organ transplantation or autoimmunity patients.


Asunto(s)
Células Dendríticas/metabolismo , Tolerancia Inmunológica/genética , MicroARNs/metabolismo , Transducción de Señal/genética , beta Catenina/metabolismo , Animales , Diferenciación Celular , Células Cultivadas , Células Dendríticas/inmunología , Ratones , MicroARNs/genética , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo , Vía de Señalización Wnt/genética
18.
Int J Clin Exp Pathol ; 8(6): 7050-8, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26261598

RESUMEN

Obliterative bronchiolitis (OB) is characterized by sub-epithelial inflammatory and fibrotic narrowing of the bronchioles, and it is the predominant factor limiting long-term survival after lung transplantation. To explore molecular mechanism of OB, we investigated the interaction of transcription factor (TF), microRNA, long noncoding RNA (lncRNA), and gene expression in the mice model of OB by integrated analysis of TF array, miRNA microarray, and lncRNA and mRNA microarray. After 28 days of orthotopic tracheal transplantation in mice, 42 TFs were significantly up-regulated in allogeneic graft compared to syngeneic graft; 62 miRNAs including miR-376-5p were up-regulated and 17 miRNAs including miR-338-3p were down-regulated over 2-fold; 137 mRNAs were down-regulated and 129 mRNAs were up-regulated over 2-fold; 234 lncRNAs were up-regulated and 212 lncRNAs were down-regulated over 2-fold in the allogeneic model compared to that in the syngeneic control group. We further analyzed potential interaction between TFs, miRNAs, lncRNAs and target genes by different algorithms. Four differentially expressed TFs (Myc/Max, FOXO1, FOXM1, and SMAD) were predicted to regulate 3 different miRNAs, 17 mRNAs, and 16 lncRNAs. These findings suggest that modulation of altered transcription factors such as Myc/Max and FOXO1, and miRNAs such as miR-376-5p and miR-338-3p may become a preventive or therapeutic targets in the chronic lung allograft dysfunction.


Asunto(s)
Bronquiolitis Obliterante/genética , MicroARNs/genética , ARN Largo no Codificante/genética , Tráquea/trasplante , Factores de Transcripción/genética , Animales , Bronquiolitis Obliterante/etiología , Bronquiolitis Obliterante/metabolismo , Bronquiolitis Obliterante/patología , Biología Computacional , Bases de Datos Genéticas , Modelos Animales de Enfermedad , Femenino , Proteína Forkhead Box M1 , Proteína Forkhead Box O1 , Factores de Transcripción Forkhead/genética , Factores de Transcripción Forkhead/metabolismo , Perfilación de la Expresión Génica/métodos , Regulación de la Expresión Génica , Redes Reguladoras de Genes , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , MicroARNs/metabolismo , Análisis de Secuencia por Matrices de Oligonucleótidos , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , ARN Largo no Codificante/metabolismo , Proteínas Smad/genética , Proteínas Smad/metabolismo , Factores de Tiempo , Tráquea/metabolismo , Tráquea/patología , Factores de Transcripción/metabolismo , Trasplante Homólogo , Trasplante Isogénico
19.
Int J Clin Exp Pathol ; 8(6): 7140-8, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26261607

RESUMEN

Lung transplantation has already become the preferred treatment option for a variety of end-stage pulmonary failure. However the long-term results of lung transplantation are still not compelling and the major death reason is commonly due to obliterative bronchiolitis (OB) which is considered as chronic rejection presenting manifests physiologically as a progressive decline in FEV1. Transcription factors (TFs) play a key role in regulating gene expression and in providing an interconnecting regulatory between related pathway elements. Although the transcription factors are required for expression of the proinflammatory cytokines and immune proteins which are involved in obliterative bronchiolitis following lung transplantation, the alterations of the transcription factors in OB have not yet been revealed. Therefore, to investigate the alteration pattern of the transcription factors in OB, we used protein/DNA arrays. Mice orthotopic tracheal transplantation model was used in this studying. In this study, we explored the activity profiles of TFs in Protein/DNA array data of tracheal tissue in 14 and 28 day after transplanted. From a total of 345 screened TFs, we identified 42 TFs that showed associated with OB progression. Our data indicate that TFs may be potentially involved in the pathogenesis of OB, and can prevent, diagnose and treat OB after lung transplantation. In development of OB, some of the TFs may have ability to modulate the transcription of inflammatory proteins such cytokines, inflammatory enzymes and so on.


Asunto(s)
Bronquiolitis Obliterante/genética , Bronquiolitis Obliterante/metabolismo , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos , Análisis por Matrices de Proteínas , Tráquea/metabolismo , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Animales , Bronquiolitis Obliterante/etiología , Bronquiolitis Obliterante/patología , Progresión de la Enfermedad , Femenino , Regulación de la Expresión Génica , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Factores de Tiempo , Tráquea/patología , Tráquea/trasplante , Trasplante Homólogo , Trasplante Isogénico
20.
Int Arch Allergy Immunol ; 167(3): 177-85, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26302996

RESUMEN

BACKGROUND: Obliterative bronchiolitis (OB) ranks as the major obstacle for long-term survival of lung transplantation patients. Rapamycin (Rapa) has recently been confirmed as an immunosuppressant for antirejection due to its suppressive role in T cell activation. Here, we explore the effect of Rapa combined with immature dendritic cells (imDCs) on OB in trachea allograft rats. METHODS: The effect of bone marrow-derived imDCs or Rapa-imDCs on lymphocyte cells and CD4+ T cells were evaluated by methyl thiazolyl tetrazolium and flow cytometry. Tracheal transplantation was performed from Lewis rats to Wistar recipients. Recipient rats received Rapa+imDCs for 10 consecutive days after implantation. Allograft rejection was assessed by micro-CT image, hematoxylin/eosinHE staining and flow cytometry. The underlying mechanism was also investigated. RESULTS: Rapa-imDCs inhibited lymphocyte and CD4+ T cell growth. Furthermore, Rapa-imDC treatment induced T cell hyporesponsiveness by attenuating T cell differentiation into IFN-x03B3;-producing T cells (Th1), but increased CD4+CD25+Foxp3+ T cell (Treg) contents. Importantly, Rapa-imDC administration ameliorated airway obliteration symptoms and CD4+ and CD8+ T cell infiltration. Furthermore, the proinflammatory factor levels of IL-6, TNF-α, IFN-x03B3; and IL-17 were decreased, concomitant with the upregulation of immunosuppressive cytokines IL-10 and TGF-ß1. Further analysis confirmed that Rapa-imDC treatment attenuated the amounts of infiltrated IL-17+CD4+ T cells (Th17 cells) and Th1 cells, but increased Treg contents in the spleens of recipients. CONCLUSIONS: This research may corroborate a protective role of Rapa-imDCs in OB by regulating the balance between effector T cells and Tregs, suggesting a potential applicable strategy to treat OB after lung transplantation.


Asunto(s)
Bronquiolitis Obliterante/inmunología , Células Dendríticas/inmunología , Inmunomodulación/efectos de los fármacos , Inmunosupresores/farmacología , Sirolimus/farmacología , Subgrupos de Linfocitos T/inmunología , Aloinjertos , Animales , Presentación de Antígeno/inmunología , Bronquiolitis Obliterante/tratamiento farmacológico , Bronquiolitis Obliterante/patología , Citocinas/metabolismo , Células Dendríticas/efectos de los fármacos , Células Dendríticas/metabolismo , Modelos Animales de Enfermedad , Rechazo de Injerto/tratamiento farmacológico , Rechazo de Injerto/inmunología , Inmunofenotipificación , Mediadores de Inflamación/metabolismo , Activación de Linfocitos , Masculino , Ratas , Subgrupos de Linfocitos T/metabolismo , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/metabolismo
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