1,162 research outputs found
Oxidation-assisted alkaline precipitation : the effect of H2O2 on the size of CuO and FeOOH nanoparticles
H2O2 was demonstrated to narrow the size distribution and decrease the size of CuO and hydrous FeOOH (2-line ferrihydrite) nanoparticles under conditions of high supersaturation. We introduce oxidation-assisted alkaline precipitation (Ox-AP) and compare it to traditional alkaline precipitation (AP). While for AP, a metal salt solution (e.g., CuCl2) is mixed with an alkali (e.g., NaOH), for Ox-AP, the more reduced form of that metal salt solution (e.g., CuCl) is simultaneously mixed with that alkali and an oxidant (e.g., H2O2). The resulting precipitates were characterized with SEM, XRD, DLS and single particle ICP-MS and shown to be nanoparticles (NPs). Ox-AP CuO NPs were up to 3 times smaller than AP NPs. Ox-AP FeOOH NPs were up to 22.5% smaller than AP NPs. We discuss and propose a possible mechanism of Ox-AP through careful consideration of the known reaction chemistry of iron and copper. We propose that an increased monomer formation rate enhances the nucleation rate, which ultimately results in smaller particles with a more narrow distribution. The more distinct effect of Ox-AP on copper, was attributed to the fast formation of the stable CuO monomer, compared to AP, where the Cu(OH)(2) and/or Cu-2(OH)(3)Cl monomers are more likely formed. Although, the exact mechanism of Ox-AP needs experimental confirmation, our results nicely demonstrate the potential of using Ox-AP to produce smaller NPs with a more narrow distribution in comparison to using AP
A GIS-based hydrographic resurvey strategy of the Belgian Continental Shelf
Using a GIS-based approach, bathymetric surveys and maritime traffic records were combined to determine resurvey priorities within the Belgian Continental Shelf (BCS). Four reference layers were produced: (1) water depth; (2) maximum absolute change in water depth; (3) ship traffic intensity; (4) maximum ship draught. The reference layers were reclassified and merged into a weighted overlay analysis. Two combinations of layers and weight factors were used and resulted in priority maps differing greatly from each other. The reliability of the analysis depends on the way weight factors are assigned, and on the availability and accuracy of the data. These are limited for bathymetric surveys. This empirical GIS-based methodology can be applied as a whole to a zone showing various morphodynamic patterns. It can also be automated: additional datasets can be included in the analysis, and different scenarios and assumptions can be easily tested
Comparison of LFP-Based and Spike-Based Spectro-Temporal Receptive Fields and Cross-Correlation in Cat Primary Auditory Cortex
Multi-electrode array recordings of spike and local field potential (LFP) activity were made from primary auditory cortex of 12 normal hearing, ketamine-anesthetized cats. We evaluated 259 spectro-temporal receptive fields (STRFs) and 492 frequency-tuning curves (FTCs) based on LFPs and spikes simultaneously recorded on the same electrode. We compared their characteristic frequency (CF) gradients and their cross-correlation distances. The CF gradient for spike-based FTCs was about twice that for 2–40 Hz-filtered LFP-based FTCs, indicating greatly reduced frequency selectivity for LFPs. We also present comparisons for LFPs band-pass filtered between 4–8 Hz, 8–16 Hz and 16–40 Hz, with spike-based STRFs, on the basis of their marginal frequency distributions. We find on average a significantly larger correlation between the spike based marginal frequency distributions and those based on the 16–40 Hz filtered LFP, compared to those based on the 4–8 Hz, 8–16 Hz and 2–40 Hz filtered LFP. This suggests greater frequency specificity for the 16–40 Hz LFPs compared to those of lower frequency content. For spontaneous LFP and spike activity we evaluated 1373 pair correlations for pairs with >200 spikes in 900 s per electrode. Peak correlation-coefficient space constants were similar for the 2–40 Hz filtered LFP (5.5 mm) and the 16–40 Hz LFP (7.4 mm), whereas for spike-pair correlations it was about half that, at 3.2 mm. Comparing spike-pairs with 2–40 Hz (and 16–40 Hz) LFP-pair correlations showed that about 16% (9%) of the variance in the spike-pair correlations could be explained from LFP-pair correlations recorded on the same electrodes within the same electrode array. This larger correlation distance combined with the reduced CF gradient and much broader frequency selectivity suggests that LFPs are not a substitute for spike activity in primary auditory cortex
Rat interleukin-2-activated natural killer (A-NK) cell-mediated lysis is determined by the presence of CD18 on A-NK cells and the absence of major histocompatibility complex class I on target cells
The precise mechanism by which target cells are recognized and subsequently lysed by interleukin-2-activated natural killer (A-NK) cells is poorly understood. In this study the role of major histocompatibility complex (MHC) class I and adhesion molecules in the recognition and lysis of tumor cells was investigated in a syngeneic Wag rat model. Preincubation of tumor cells with F(ab′)2 fragments of anti-MHC class I monoclonal antibody (mAb) OX18 strongly enhanced the A-NK cell-mediated lysis. Also normal syngeneic cells such as T cells and A-NK cells became highly sensitive for lysis by A-NK cells after preincubation with mAb OX18. Two other mAb against MHC class I had no effect on lysis of target cells. These data indicate that masking of MHC class I on syngeneic tumor and normal cells by mAb OX18 is sufficient for A-NK cells to recognize target cells as non-self, resulting in lysis. In addition, we found that the presence of mAb against the β2 (CD18)-integrins blocked the lysis of all tumor cell lines by A-NK cells in 51Cr-release assays, also when target cells were preincubated with mAb OX18. Because of the absence of CD18 on most tumor cells we concluded that a CD18-associated integrin on A-NK cells is essential for lysis of target cells. These results show that in this syngeneic rat model CD18 on A-NK cells together with MHC class I on tumor cells determine A-NK cell-mediated lysis. Furthermore, we hypothesize that the anti-MHC class I OX18 recognizes an epitope on rat MHC class I which is, or is very close to, the restriction element determining A-NK cell-mediated lysis
Semantic learning in autonomously active recurrent neural networks
The human brain is autonomously active, being characterized by a
self-sustained neural activity which would be present even in the absence of
external sensory stimuli. Here we study the interrelation between the
self-sustained activity in autonomously active recurrent neural nets and
external sensory stimuli.
There is no a priori semantical relation between the influx of external
stimuli and the patterns generated internally by the autonomous and ongoing
brain dynamics. The question then arises when and how are semantic correlations
between internal and external dynamical processes learned and built up?
We study this problem within the paradigm of transient state dynamics for the
neural activity in recurrent neural nets, i.e. for an autonomous neural
activity characterized by an infinite time-series of transiently stable
attractor states. We propose that external stimuli will be relevant during the
sensitive periods, {\it viz} the transition period between one transient state
and the subsequent semi-stable attractor. A diffusive learning signal is
generated unsupervised whenever the stimulus influences the internal dynamics
qualitatively.
For testing we have presented to the model system stimuli corresponding to
the bars and stripes problem. We found that the system performs a non-linear
independent component analysis on its own, being continuously and autonomously
active. This emergent cognitive capability results here from a general
principle for the neural dynamics, the competition between neural ensembles.Comment: Journal of Algorithms in Cognition, Informatics and Logic, special
issue on `Perspectives and Challenges for Recurrent Neural Networks', in
pres
Enhancement of electroporation facilitated immunogene therapy via T-reg depletion
Regulatory T cells (T-regs) can negatively impact tumor antigen-specific immune responses after infiltration into tumor tissue. However, depletion of T-regs can facilitate enhanced anti-tumor responses, thus augmenting the potential for immunotherapies. Here we focus on treating a highly aggressive form of cancer using a murine melanoma model with a poor prognosis. We utilize a combination of T-reg depletion and immunotherapy plasmid DNA delivered into the B16F10 melanoma tumor model via electroporation. Plasmids encoding murine granulocyte macrophage colony-stimulating factor and human B71 were transfected with electroporation into the tumor and transient elimination of T-regs was achieved with CD25-depleting antibodies (PC61). The combinational treatment effectively depleted T-regs compared to the untreated tumor and significantly reduced lung metastases. The combination treatment was not effective in increasing the survival, but only effective in suppression of metastases. These results indicate the potential for combining T-reg depletion with immunotherapy-based gene electrotransfer to decrease systemic metastasis and potentially enhance survival
Isolated hypoxic hepatic perfusion with tumor necrosis factor-alpha, melphalan, and mitomycin C using balloon catheter techniques: a pharmacokinetic study in pigs
OBJECTIVE: To validate the methodology of isolated hypoxic hepatic
perfusion (IHHP) using balloon catheter techniques and to gain insight
into the distribution of tumor necrosis factor-alpha (TNF), melphalan, and
mitomycin C (MMC) through the regional and systemic blood compartments
when applying these techniques. SUMMARY BACKGROUND DATA: There is no
standard treatment for unresectable liver tumors. Clinical results of
isolated limb perfusion with high-dose TNF and melphalan for the treatment
of melanoma and sarcoma have been promising, and attempts have been made
to extrapolate this success to the isolated liver perfusion setting. The
magnitude and toxicity of the surgical procedure, however, have limited
clinical applicability. METHODS: Pigs underwent IHHP with TNF, melphalan,
and MMC using balloon catheters or served as controls, receiving
equivalent dosages of these agents intravenously. After a 20-minute
perfusion, a washout procedure was performed for 10 minutes, after which
isolation was terminated. Throughout the procedure and afterward, blood
samples were obtained from the hepatic and systemic blood compartments and
concentrations of perfused agents were determined. RESULTS: During
perfusion, locoregional plasma drug concentrations were 20- to 40-fold
higher than systemic concentrations. Compared with systemic concentrations
after intravenous administration, regional concentrations during IHHP were
up to 10-fold higher. Regional MMC and melphalan levels steadily declined
during perfusion, indicating rapid uptake by the liver tissue; minimal
systemic concentrations indicated virtually no leakage to the systemic
blood compartment. During isolation, concentrations of TNF in the
perfusate declined only slightly, indicating limited uptake by the liver
tissue; no leakage of TNF to the systemic circulation was observed. After
termination of isolation, systemic TNF levels showed only a minor
transient elevation, indicating that the washout procedure at the end of
the perfusions was fully effective. CONCLUSIONS: Complete isolation of the
hepatic vascular bed can be accomplished when performing IHHP using this
balloon catheter technique. Thus, as in extremities, an ideal leakage-free
perfusion of the liver can now be performed, and repeated, without major
surgery. The effective washout allows the addition of TNF in this setting
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