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1.
Ecol Appl ; 34(5): e2985, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38772563

RESUMEN

A substantial body of empirical evidence suggests that anthropogenic disturbance can affect the structure and function of grassland ecosystems. Despite this, few studies have elucidated the mechanisms through which grazing and mowing, the two most widespread land management practices, affect the stability of natural grassland communities. In this study, we draw upon 9 years of field data from natural grasslands in northern China to investigate the effects of gazing and mowing on community stability, specifically focusing on community aboveground net primary productivity (ANPP) and dominance, which are two major biodiversity mechanisms known to characterize community fluctuations. We found that both grazing and mowing reduced ANPP in comparison to areas enclosed by fencing. Grazing reduced community stability by increasing the likelihood of single-species dominance and decreasing the relative proportion of nondominant species. In contrast, mowing reduced the productivity of the dominant species but increased the productivity of nondominant species. As a consequence, mowing improved the overall community stability by increasing the stability of nondominant species. Our study provides novel insight into understanding of the relationship between community species fluctuation-stability, with implications for ecological research and ecosystem management in natural grasslands.


Asunto(s)
Pradera , China , Animales , Herbivoria , Biodiversidad , Conservación de los Recursos Naturales
2.
Ecotoxicol Environ Saf ; 278: 116456, 2024 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-38744067

RESUMEN

Long non-coding RNAs (LncRNAs) are dysregulated in a variety of human diseases and are highly involved in the development and progression of tumors. Studies on lncRNAs associated with cow mastitis have been lagging behind compared to humans or model animals, therefore, the aim of this study was to explore the mechanism of LncRNAs (CMR) involved in autoprotection against S. aureus mastitis in Bovine Mammary Epithelial Cells (BMECs). First, qRT-PCR was used to examine the relative expression of CMR in a S. aureus mastitis model of BMECs. Then, cell proliferation and apoptosis were detected by EdU and apoptosis assay. Finally, the targeting relationship between miRNAs and mRNA/LncRNAs was determined by dual luciferase reporter gene, qRT-PCR and western blotting techniques. The results showed that CMR was upregulated in the S. aureus mastitis model of BMECs and promoted the expression of inflammatory factors, and SiRNA-mediated CMR inhibited the proliferation of mammary epithelial cells and induced apoptosis. Mechanistically, CMR acts as a competitive endogenous RNA (ceRNA) sponge miR-877, leading to upregulation of FOXM1, a target of miR-877. Importantly, either miR-877 overexpression or FOXM1 inhibition abrogated CMR knockdown-induced apoptosis promoting cell proliferation and reducing inflammatory factor expression levels. In summary, CMR is involved in the regulation of autoprotection against S. aureus mastitis through the miR-877/FOXM1 axis in BMECs and induces immune responses in mammary tissues and cells of dairy cows, providing an important reference for subsequent prevention and control of cow mastitis and the development of targeted drugs.


Asunto(s)
Mastitis Bovina , MicroARNs , ARN Largo no Codificante , Staphylococcus aureus , Animales , Bovinos , ARN Largo no Codificante/genética , MicroARNs/genética , Femenino , Mastitis Bovina/genética , Mastitis Bovina/microbiología , Apoptosis , Proteína Forkhead Box M1/genética , Proliferación Celular , Células Epiteliales/efectos de los fármacos , Infecciones Estafilocócicas/genética
3.
Odontology ; 112(1): 242-249, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37273122

RESUMEN

The present study aims to determine the optimum sectioning depth for the extraction of low-level horizontally impacted mandibular third molar (LHIM3M) using mechanical and finite element analysis. One hundred and fifty extracted mandibular third molars were randomly divided into three groups: 1, 2 or 3 mm of tooth tissue was retained at the bottom of the crown. The breaking force of teeth was tested in a universal strength testing machine. The fracture surface was observed and the type of tooth breakage was recorded. According to the three groups, corresponding 3D finite element models were created. The breaking force obtained in the mechanical study was, respectively, applied and the stress and strain of the teeth and surrounding tissues were analysed. Breaking force decreased as sectioning depth increased. The 2 mm group produced the lowest rate of incomplete breakage (10%). In the 2 mm model, the stresses were evenly distributed in the tooth tissue at the bottom of the fissure, and the maximal stress was located in the tissue close to the root segment. The maximum values of stresses in the bone and of strains in the periodontal ligament of the second molar and bone were lower in the 1 mm model than in other models. Their distribution was similar in the three models. A sectioning depth of 1 mm group saves labour during the extraction of LHIM3M, compared to 2 and 3 mm; 2 mm might be the appropriate sectioning depth in terms of breakage shapes.


Asunto(s)
Tercer Molar , Diente Impactado , Humanos , Análisis de Elementos Finitos , Diente Molar , Diente Impactado/cirugía , Coronas , Extracción Dental , Mandíbula
4.
J Environ Manage ; 357: 120765, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38579467

RESUMEN

Livestock grazing strongly influences the accumulation of soil organic carbon (SOC) in grasslands. However, whether the changes occurring in SOC content under different intensities of continuous summer long grazing are associated with the changes in microbially-derived necromass C remains unclear. Here, we established a sheep grazing experiment in northern China in 2004 with four different stocking rates. Soil samples were collected after 17 years of grazing and analyzed for physical, chemical, and microbial characteristics. Grazing decreased SOC and microbial necromass carbon (MNC). Notably, grazing also diminished contributions of MNC to SOC. MNC declined with decreasing plant carbon inputs with degradation of the soil environment. Direct reductions in microbial necromass C, which indirectly reduced SOC, resulted from reduced in plant C inputs and microbial abundance and diversity. Our study highlights the key role of stocking rate in governing microbial necromass C and SOC and the complex relationships these variables.


Asunto(s)
Pradera , Suelo , Animales , Ovinos , Suelo/química , Carbono/análisis , Estaciones del Año , Nitrógeno/análisis , Plantas , China , Microbiología del Suelo
5.
Oecologia ; 201(1): 259-268, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36507970

RESUMEN

Mowing for hay is an important land use in grasslands that is affected by precipitation variability, due to the water-limited nature of these ecosystems. Past land use and precipitation conditions can have legacy effects on ecosystem functions, potentially altering responses to both mowing and precipitation. Nonetheless, it is still unclear how natural variation in precipitation will affect plant responses to changes in mowing intensity. We conducted a seven-year field experiment with three mowing intensity treatments compared to the traditional mowing intensity (5 cm stubble height) as a control: increased mowing (2 cm stubble), decreased mowing (8 cm stubble) and ceased mowing. Decreased mowing increased both plant aboveground net primary productivity [ANPP] and forage yield across the whole community, driven by increases in graminoids, mainly owing to the positive response of plants to precipitation. Both mowing disturbance and precipitation variability had legacy effects on plant ANPP; however, these responses differed among the whole community, graminoid, and forb levels. Current-year community-wide ANPP [ANPPn] was positively associated with current-year precipitation [PPTn] in all mowing treatments, driven by positive precipitation responses of the dominant graminoids. For forbs, however, ANPPn was negatively associated with prior-year growing season precipitation [PPTn-1] across mowing treatments, potentially due to lagged competition with the dominant graminoids. Our results suggest that the response of the dominant graminoids is the primary factor determining the response of ANPP to mowing and precipitation variability in these grassland ecosystems, and highlight that decreasing mowing intensity may maximize both herder's income and grassland sustainability.


Asunto(s)
Ecosistema , Pradera , Poaceae/fisiología , Lluvia , Plantas
6.
Phys Chem Chem Phys ; 25(40): 27542-27552, 2023 Oct 18.
Artículo en Inglés | MEDLINE | ID: mdl-37801049

RESUMEN

Wearable thermoelectric applications require materials with both high energy conversion efficiency and excellent flexibility/deformability. Inorganic thermoelectric materials have shown high conversion efficiency, but they are usually brittle and have poor mechanical flexibility, which makes their integration into flexible devices a challenging task. GeAs is a group IV-V binary compound with a van der Waals layered structure, and its thermoelectric response has been reported. Herein, we investigate the mechanical and thermoelectric properties of GeAs crystal by a combination of density functional theory and density functional perturbation theory methods. Our results show that GeAs features a moderately dispersive valence band and multivalley convergence, which give rise to a large Seebeck coefficient and power factor when it is properly p-doped. Remarkably, its electrical transport in the out-of-plane direction even outperforms that in the in-plane direction, while phonon transport is suppressed, leading to a predominant thermoelectric response in the vertical direction. More interestingly, GeAs demonstrates a structural stiffness higher than thermoelectric CuInTe2 and PbTe, and a ductility ratio comparable to a recently discovered plastic semiconductor, InSe. The stress-strain curve simulation reveals that GeAs can withstand deformations up to 20%. These findings showcase GeAs as a ductile thermoelectric material suitable for wearable devices and energy conversion.

7.
J Nanobiotechnology ; 21(1): 285, 2023 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-37605256

RESUMEN

BACKGROUND: In the present study, we aimed to develop a novel isotretinoin delivery model for treating skin diseases, revealing its potential advantages in drug delivery and targeted therapy. Using a self-assembly strategy, we grafted a dendrimer, based on a well-defined branched structure for nanomedical devices, with a well-defined nanoarchitecture, yielding spherical, highly homogeneous molecules with multiple surface functionalities. Accordingly, a self-assembled dendrimer-conjugated system was developed to achieve the transdermal delivery of isotretinoin (13cRA-D). RESULTS: Herein, 13cRA-D showed remarkable controlled release, characterized by slow release in normal tissues but accelerated release in tissues with low pH, such as sites of inflammation. These release characteristics could abrogate the nonteratogenic side effects of isotretinoin and allow efficient skin permeation. Moreover, 13cRA-D exhibited high therapeutic efficacy in acne models. Based on in vitro and in vivo experimental results, 13cRA-D afforded better skin penetration than isotretinoin and allowed lesion targeting. Additionally, 13cRA-D induced minimal skin irritation. CONCLUSION: Our findings suggest that 13cRA-D is a safe and effective isotretinoin formulation for treating patients with skin disorders.


Asunto(s)
Acné Vulgar , Dendrímeros , Humanos , Isotretinoína , Piel , Acné Vulgar/tratamiento farmacológico , Sistemas de Liberación de Medicamentos , Inflamación
8.
BMC Ophthalmol ; 23(1): 453, 2023 Nov 13.
Artículo en Inglés | MEDLINE | ID: mdl-37957578

RESUMEN

BACKGROUND: To investigate the difference between the predicted preoperative corneal ablation depth and the measured ablation depth for femtosecond laser in situ keratomileusis (FS-LASIK) in patients with different degrees of myopia, and to analyze the source of the difference. METHODS: A total of 55 patients (109 eyes) were included in this study. Multiple logistics regression was applied to analyze the sources affecting postoperative refractive outcomes. The difference between the preoperative predicted corneal ablation depth and the 1-day postoperative ablation depth in patients with different degrees of myopia was explored using linear regression. Corneal biomechanical parameters influencing error in ablation depth calculation were examined using multiple linear regression. RESULTS: One hundred and nine eyes were divided into low to moderate myopia (55 eyes, myopia of 6 D or less), high myopia (45 eyes, myopia ranging from 6 D to a maximum of 9 D), and very high myopia group (9 eyes, myopia greater than 9 D) based on preoperative refractive error (spherical equivalent). Postoperative visual outcomes were comparable among the three groups of patients, with no significant difference in uncorrected visual acuity (UCVA). We did find notable disparities in spherical equivalent (SE) and central corneal thickness (CCT) in patients with different degrees of myopia at 1 day postoperatively (all p < 0.001). Logistic regression analysis showed that error in ablation depth calculation was an independent risk factor for refractive outcomes one day after surgery (OR = 1.689, 95% CI: 1.366 - 2.089). There was a substantial discrepancy in error in ablation depth calculation at 1 day postoperatively between the three groups. The measured ablation depth of the laser platform was lower than the predicted ablation depth in the low to moderate myopia and very high myopia groups, but the opposite was true in the high myopia group. Pre-operative SE (p < 0.001) and corneal front minimum radius of curvature (Front Rmin) (p = 0.007) obviously influenced the error in ablation depth calculation. CONCLUSIONS: Error in ablation depth calculation values vary significantly between patients with different degrees of myopia and correlate highly with preoperative SE and Front Rmin. At the same time, the available evidence suggests that error in ablation depth calculation is an influential factor in postoperative refractive status, so it is imperative to control error in ablation depth calculation.


Asunto(s)
Queratomileusis por Láser In Situ , Miopía , Humanos , Estudios Prospectivos , Láseres de Excímeros/uso terapéutico , Córnea/cirugía , Refracción Ocular , Miopía/cirugía
9.
Anim Biotechnol ; 34(7): 2040-2050, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35465841

RESUMEN

Long non-coding RNAs (LncRNAs) are generally longer than 200 bp in length and play an important regulatory role in the growth and development of skeletal muscle. In the previous work, the non-coding RNAs with abundant expression in bovine tissues were screened out. After quantitative real-time PCR (qPCR), 33 lncRNAs with differential expression in various bovine tissues were identified. Differential expression analysis base on tissue expression profiles of 33 lncRNAs, a long non-coding RNA LncRNA13, which may have effects on bovine muscle development, was found. The expression levels in embryo muscle and adult cattle muscle were significantly different (p < 0.01), so it is speculated that it may have a certain impact on the development of cattle muscle. It was named LncRNA 5.8S rRNA-OT1, and its overexpression vector pcDNA3.1-LncRNA 5.8S rRNA-OT1 was cloned and constructed. The purpose of this study is to further explore its impact on the proliferation and differentiation of bovine muscle cells and accumulate data to lay a foundation for further exploration of the function of LncRNA 5.8S rRNA-OT1 and add basic data for the study of the regulatory mechanism of lncRNA.


Asunto(s)
ARN Largo no Codificante , Bovinos/genética , Animales , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo , Diferenciación Celular/genética , Músculo Esquelético/metabolismo , Proliferación Celular/genética
10.
J Environ Manage ; 327: 116882, 2023 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-36455443

RESUMEN

The 'Grain-for-Green' program in China provides a valuable opportunity to investigate whether spontaneous restoration can reverse the deterioration of grassland ecosystem functions. Previous studies have focused on individual ecosystem functions, but the response of and mechanisms driving variation in ecosystem multifunctionality (EMF) during restoration are poorly understood. Here, we quantified EMF using productivity, nutrient cycling, and water regulation functions along abandoned croplands in a recovery chronosequence (5, 15 and 20 years) and in natural grasslands in the desert steppe and typical steppe. We also analyzed the effects of plant and microbial diversity and an abiotic factor (soil pH) on EMF. Our results showed that EMF increased gradually concomitant with recovery time, shifting toward EMF values comparable to those in natural grasslands in both desert and typical steppe. Similar results were found for the productivity function, the water regulation function, and soil organic carbon. However, even after 20 years of restoration, EMF did not reach the levels observed in natural grasslands. Structural equation modeling showed that the driving mechanisms of EMF differed between the two steppe types. Specifically, in the desert steppe, plant diversity, especially the diversity of perennial graminoids and perennial herbs, had a positive effect on EMF, but in the typical steppe, soil bacterial diversity had a negative effect, while soil pH had a positive effect on EMF. Our results demonstrated that spontaneous grassland restoration effectively enhanced EMF, and emphasized the importance of biodiversity and soil pH in regulating EMF during secondary succession. This work provides important insights for grassland ecosystem management in arid and semi-arid regions.


Asunto(s)
Ecosistema , Suelo , Suelo/química , Carbono/análisis , Biodiversidad , China , Agua , Productos Agrícolas , Concentración de Iones de Hidrógeno , Pradera
11.
Appl Opt ; 61(16): 4900-4907, 2022 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-36255975

RESUMEN

The interaction between subwavelength elements must be considered when constructing a metasurface. Generally, the interaction between cell structures is ignored when metasurface optoelectronic devices are designed, which results in a significant decrease in the design performance and efficiency of the overall metasurface structure. To reduce or further eliminate the interaction between cell structures, we propose a cell structure with borders to construct coded metasurface sequences. At the same time, we design a common frameless cell structure to construct a traditional coding metasurface. By numerical simulation of the near-field distribution and far-field scattering characteristics of these two types of coded metasurface sequences, we find that the element structure with a medium frame can attenuate the interaction between adjacent encoded particles. In the process of transmission on the encoding metasurface with a frame, different encoded particles can independently express their transmission phase and are not affected by adjacent structures, thus realizing a low coupling coding metasurface.

12.
Int J Mol Sci ; 23(16)2022 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-36012145

RESUMEN

IAN873, Dongfang93114 and Reyan73397, created through vegetative propagation for their high yield and excellent cold resistance, are major clones planted in China. In this work, latexes with rubber particles of the same size from these clones are separated from fresh natural rubber latex, and corresponding rubber films are prepared from each latex. The structure and components of each film are measured. This indicates that the characteristics of the rubbers obtained from latexes with similar particle sizes show some resembling trends among different clones, while for specific samples, those characteristics vary depending on the clone. The molecular weight is generally highest in IAN873 and lowest in Reyan73397. Rubber chains in small rubber particles are longer, and large rubber particles show a wider molecular weight distribution. The gel content of every sample from Reyan73397 is lower than the other two clones. The nitrogen content increases with the size of rubber particles in all clones. The ester content of small rubber particles in IAN873 and Reyan73397 is almost zero. Large rubber particles have more branching points formed via esters. This study provides a new perspective on the influence of clones on the relationship between characteristics of natural rubber and the size of rubber particles in natural rubber latex.


Asunto(s)
Látex , Goma , Células Clonales , Látex/química , Peso Molecular , Proteínas de Plantas/química , Plantas
13.
J Am Chem Soc ; 142(2): 847-856, 2020 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-31825213

RESUMEN

Making new van der Waals materials with electronic or magnetic functionality is a chemical design challenge for the development of two-dimensional nanoelectronic and energy conversion devices. We present the synthesis and properties of the van der Waals material Bi4O4SeCl2, which is a 1:1 superlattice of the structural units present in the van der Waals insulator BiOCl and the three-dimensionally connected semiconductor Bi2O2Se. The presence of three anions gives the new structure both the bridging selenide anion sites that connect pairs of Bi2O2 layers in Bi2O2Se and the terminal chloride sites that produce the van der Waals gap in BiOCl. This retains the electronic properties of Bi2O2Se while reducing the dimensionality of the bonding network connecting the Bi2O2Se units to allow exfoliation of Bi4O4SeCl2 to 1.4 nm height. The superlattice structure is stabilized by the configurational entropy of anion disorder across the terminal and bridging sites. The reduction in connective dimensionality with retention of electronic functionality stems from the expanded anion compositional diversity.

14.
Opt Express ; 27(15): 21194-21203, 2019 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-31510201

RESUMEN

A two-dimensional tetra-lateral position-sensitive cap-resistive-layer silicon photomultiplier (CRL-SiPM) is employed as a single-photon imaging sensor at room temperature. The CRL-SiPM has only four anodes and one back cathode with an active area of 2.77 mm × 2.77 mm and a micro avalanche photodiode cell pitch of ~10 µm. It achieved a 150 µm-linewidth-resolved single-photon image, which is near the device's theoretical intrinsic single-photon position resolution limit of ~115 µm. With increasing light intensity, the position resolution of the device improved. When the mean photoelectron numbers were 1.34 and 41.56, the corresponding intrinsic position resolutions were 101.6 and 14.08 µm, respectively. Finally, owing to the single photoelectron imaging capability of the CRL-SiPM, we achieved the lensless imaging of dark counting sites, i.e., the locations of thermal carriers inducing avalanche breakdown of the device.

15.
Angew Chem Int Ed Engl ; 58(21): 6977-6981, 2019 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-30919540

RESUMEN

Two-dimensional (2D) PtSe2 shows the most prominent layer-dependent electrical properties among various 2D materials and high catalytic activity for hydrogen evolution reaction (HER), and therefore, it is an ideal material for exploring the structure-activity correlations in 2D systems. Here, starting with the synthesis of single-crystalline 2D PtSe2 with a controlled number of layers and probing the HER catalytic activity of individual flakes in micro electrochemical cells, we investigated the layer-dependent HER catalytic activity of 2D PtSe2 from both theoretical and experimental perspectives. We clearly demonstrated how the number of layers affects the number of active sites, the electronic structures, and electrical properties of 2D PtSe2 flakes and thus alters their catalytic performance for HER. Our results also highlight the importance of efficient electron transfer in achieving optimum activity for ultrathin electrocatalysts. Our studies greatly enrich our understanding of the structure-activity correlations for 2D catalysts and provide new insight for the design and synthesis of ultrathin catalysts with high activity.

16.
J Comput Chem ; 39(31): 2582-2588, 2018 Dec 05.
Artículo en Inglés | MEDLINE | ID: mdl-30431662

RESUMEN

Metal organic coordination polymers (MOCPs) provide an intriguing platform to design functional thermoelectric materials through modifying metal atoms, organic ligands, etc. Based on density functional theory (DFT) coupled with Boltzmann transport theory, the thermoelectric properties of several MOCPs, which is designed by intercalating organic linkers ranging from benzene to pentacene between two inorganic units, have been investigated. We found that the interplay of d orbital of Ni atom and π orbitals of the organic linkers play an important role in band engineering and then thermoelectric efficiency. Combining the high conductivity for π orbitals of organic ligands and high Seebeck coefficient of the d orbital of Ni atom, such intercalated MOCPs provide new way to design high performance thermoelectric materials. © 2018 Wiley Periodicals, Inc.

17.
Opt Express ; 25(19): 22820-22828, 2017 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-29041588

RESUMEN

We present a one-dimensional (1-D) single-photon position-sensitive silicon photomultiplier (PS-SiPM) that can perform both photon number and position discriminations. The device, which features epitaxial quenching resistors and a continuous cap resistive layer for charge division, possesses two cathodes on top and one anode at the bottom. The PS-SiPM shows an active size of 2.2 mm × 2.2 mm and micro avalanche photodiode cell pitch of ~10 µm. The position measurement error (PME) and position resolution of the device are analyzed. The PME with low mean photoelectron number of approximately 0.11 is 29.6 ± 27.3 µm. The single-photon position resolution is 393.4 µm. When the photoelectron number increases from 1 to 7, the position resolution is improved from 393.4 µm to 56.2 µm. The application of the PS-SiPM in Raman spectroscopy for carbon tetrachloride (CCl4) at room temperature shows advantages of both CCD (rapid measurement) and photomultiplier tube (high gain, fast photon response, and simple readout electronics). This novel device concept exhibits potential as a low-cost and high-performance detector for various laser spectroscopies.

18.
Angew Chem Int Ed Engl ; 56(31): 8981-8985, 2017 07 24.
Artículo en Inglés | MEDLINE | ID: mdl-28573663

RESUMEN

Two-dimensional (2D) metallic transition-metal dichalcogenides (TMDCs), such as 1T-TiSe2 , have recently emerged as unique platforms for exploring their exciting properties of superconductivity and the charge density wave (CDW). 2D 1T-TiSe2 undergoes rapid oxidation under ambient conditions, significantly affecting its CDW phase-transition behavior. We comprehensively investigate the oxidation process of 2D TiSe2 by tracking the evolution of the chemical composition and atomic structure with various microscopic and spectroscopic techniques and reveal its unique selenium-assisting oxidation mechanism. Our findings facilitate a better understanding of the chemistry of ultrathin TMDCs crystals, introduce an effective method to passivate their surfaces with capping layers, and thus open a way to further explore the functionality of these materials toward devices.

19.
Ann Stat ; 44(4): 1400-1437, 2016 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-28428647

RESUMEN

We consider a partially linear framework for modelling massive heterogeneous data. The major goal is to extract common features across all sub-populations while exploring heterogeneity of each sub-population. In particular, we propose an aggregation type estimator for the commonality parameter that possesses the (non-asymptotic) minimax optimal bound and asymptotic distribution as if there were no heterogeneity. This oracular result holds when the number of sub-populations does not grow too fast. A plug-in estimator for the heterogeneity parameter is further constructed, and shown to possess the asymptotic distribution as if the commonality information were available. We also test the heterogeneity among a large number of sub-populations. All the above results require to regularize each sub-estimation as though it had the entire sample size. Our general theory applies to the divide-and-conquer approach that is often used to deal with massive homogeneous data. A technical by-product of this paper is the statistical inferences for the general kernel ridge regression. Thorough numerical results are also provided to back up our theory.

20.
J Microencapsul ; 33(2): 191-8, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26887930

RESUMEN

Magnetic and pH-responsive chitosan microcapsules (MPRCMCs) were prepared by a simple sonochemical method. Superparamagnetic oleic acid modified Fe3O4 nanoparticles (OA-Fe3O4 NPs) and hydrophobic drugs could be directly loaded into MPRCMCs during sonication. The obtained microcapsules had a well-defined spherical morphology with the average size of 2 µm. The microcapsules showed an excellent magnetic property. In addition, the pH-responsive controlled release of coumarin 6 (C6) from MPRCMCs indicated that the developed microcapsules could be a promising candidate for drugs carriers.


Asunto(s)
Quitosano/química , Preparaciones de Acción Retardada/química , Nanopartículas de Magnetita/química , Ácido Oléico/química , Cumarinas/administración & dosificación , Composición de Medicamentos , Sistemas de Liberación de Medicamentos , Concentración de Iones de Hidrógeno , Magnetismo , Tamaño de la Partícula , Sonicación , Tiazoles/administración & dosificación
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