Real-Time Subject-Independent Pattern Classification of Overt and Covert Movements from fNIRS Signals

Recently, studies have reported the use of Near Infrared Spectroscopy (NIRS) for developing Brain–Computer Interface (BCI) by applying online pattern classification of brain states from subject-specific fNIRS signals. The purpose of the present study was to develop and test a real-time method for subject-specific and subject-independent classification of multi-channel fNIRS signals using support-vector machines (SVM), so as to determine its feasibility as an online neurofeedback system. Towards this goal, we used left versus right hand movement execution and movement imagery as study paradigms in a series of experiments. In the first two experiments, activations in the motor cortex during movement execution and movement imagery were used to develop subject-dependent models that obtained high classification accuracies thereby indicating the robustness of our classification method. In the third experiment, a generalized classifier-model was developed from the first two experimental data, which was then applied for subject-independent neurofeedback training. Application of this method in new participants showed mean classification accuracy of 63% for movement imagery tasks and 80% for movement execution tasks. These results, and their corresponding offline analysis reported in this study demonstrate that SVM based real-time subject-independent classification of fNIRS signals is feasible. This method has important applications in the field of hemodynamic BCIs, and neuro-rehabilitation where patients can be trained to learn spatio-temporal patterns of healthy brain activity.     

Revisiting cobalt chloride preconditioning to prevent hypobaric hypoxia-induced damage: identification of global proteomic alteration and key networks

Several studies have supported the hypoxia mimetic roles and cytoprotective properties of cobalt chloride in vitro and in vivo. However, a clear understanding of biological process-based mechanism that integrates the available information remains unknown. This study was aimed to explore the potential mechanism of cobalt chloride deciphering its benefits and well-known physiological challenge caused by hypobaric hypoxia that reportedly affects nearly 24 % of the global population. In order to explore the mechanism of CoCl₂, we used global proteomic and systems biology approach in rat model to provide a deeper insight into molecular mechanisms of preconditioning. Furthermore, key conclusions were drawn based on biological network analysis and their enrichment with ontological overlaps. The study was further strengthened by consistent identification of validation of proteins using immunoblotting. CoCl₂-pretreated animals exposed to hypoxia showed two significant networks, one lipid metabolism and other cell cycle associated, with a total score of 23 and eight focus molecules. In this study, we delineated two primary routes: one, by direct modulation of reactive oxygen species metabolism and, second, by regulation of lipid metabolism which was not known until now. The previously known benefits of cobalt chloride during physiological challenge by hypobaric hypoxia are convincing and could be explained by some basic set of metabolic and molecular reorganization within the hypoxia model. Interestingly, we also observed some of the completely unknown roles of cobalt chloride such as regulation of lipid that could undulate the translational roles of cobalt chloride supplementation beyond hypoxia preconditioning.     

Thermal Processing of PVP- and HPMC-Based Amorphous Solid Dispersions

Thermal processing technologies continue to gain interest in pharmaceutical manufacturing. However, the types and grades of polymers that can be utilized in common thermal processing technologies, such as hot-melt extrusion (HME), are often limited by thermal or rheological factors. The objectives of the present study were to compare and contrast two thermal processing methods, HME and KinetiSol® Dispersing (KSD), and investigate the influence of polymer type, polymer molecular weight, and drug loading on the ability to produce amorphous solid dispersions (ASDs) containing the model compound griseofulvin (GRIS). Dispersions were analyzed by a variety of imaging, solid-state, thermal, and solution-state techniques. Dispersions were prepared by both HME and KSD using polyvinylpyrrolidone (PVP) K17 or hydroxypropyl methylcellulose (HPMC) E5. Dispersions were only prepared by KSD using higher molecular weight grades of HPMC and PVP, as these could not be extruded under the conditions selected. Powder X-ray diffraction (PXRD) analysis showed that dispersions prepared by HME were amorphous at 10% and 20% drug load; however, it showed significant crystallinity at 40% drug load. PXRD analysis of KSD samples showed all formulations and drug loads to be amorphous with the exception of trace crystallinity seen in PVP K17 and PVP K30 samples at 40% drug load. These results were further supported by other analytical techniques. KSD produced amorphous dispersions at higher drug loads than could be prepared by HME, as well as with higher molecular weight polymers that were not processable by HME, due to its higher rate of shear and torque output.     

Hyaluronic acid modified pH-sensitive liposomes for targeted intracellular delivery of doxorubicin

Context: Surface-modified pH-sensitive liposomal system may be useful for intracellular delivery of chemotherapeutics.

Objective: Achieving site-specific targeting with over-expressed hyaluronic acid (HA) receptors along with using pH sensitive liposome carrier for intracellular drug delivery was the aim of this study.

Materials and methods: Stealth HA-targeted pH-sensitive liposomes (SL-pH-HA) were developed and evaluated to achieve effective intracellular delivery of doxorubicin (DOX) vis–a-vis enhanced antitumor activity.

Results: The in vitro release studies demonstrated that the release of DOX from SL-pH-HA was pH-dependent, i.e. faster at mildly acidic pH ～5, compared to physiological pH ～7.4. SLpH-HA was evaluated for their cytotoxicity potential on CD44 receptor expressing MCF-7 cells. The half maximal inhibitory concentration (IC50) of SL-pH-HA and SL-HA were about 1.9 and 2.5?μM, respectively, after 48?h of incubation. The quantitative uptake study revealed higher localization of targeted liposomes in the receptor positive cells, which was further confirmed by fluorescent microscopy. The antitumor efficacy of the DOX-loaded HA-targeted pH-sensitive liposomes was also verified in a tumor xenograft mouse model.

Discussion: DOX was efficiently delivered to the tumor site by active targeting via HA and CD44 receptor interaction. The major side-effect of conventional DOX formulation, i.e. cardiotoxicity was also estimated by measuring serum enzyme levels of LDH and CPK and found to be minimized with developed formulation. Overall, HA targeted pH-sensitive liposomes were significantly more potent than the non-targeted liposomes in cells expressing high levels of CD44.

Conclusion: Results strongly implies the promise of such liposomal system as an intracellular drug delivery carrier developed for potential anticancer treatment.     

Local adaptation to developmental density does not lead to higher mating success in Drosophila melanogaster

In this study, we investigate the effect of local adaptation to developmental density on male mating success in laboratory populations of Drosophila melanogaster. Mating success is known to be influenced by body condition which can in turn be influenced by local adaptation. We test the hypothesis that males adapted to a given environment have higher mating success when assayed in that environment. We used males selected for adaptation to high larval density and their controls which are reared at low larval density. We grew assay males in low and high densities whereas the focal females (raised at low larval density) used for the experiment belonged to the common ancestor of selected and control populations. We considered selected males grown at high density and control males grown at low density as ‘adapted’. Similarly, we considered selected males grown at low density and control males grown at high density as ‘nonadapted’. Selected male belonging to a given treatment (larval density) was made to compete with control male of the same treatment for mating with ancestral female. We quantified components of reproductive fitness: mating latency, copulation duration, mating success and number of progeny sired by the ‘adapted’ and ‘nonadapted’ males. The results show that local adaptation does not lead to higher mating success in populations adapted to their own larval rearing environment.     

Impact of precursors and plant growth regulators on <Emphasis Type="Italic">in vitro</Emphasis> growth,bioactive lignans,and antioxidant content of <Emphasis Type="Italic">Phyllanthus</Emphasis> species

The production of specific secondary metabolites in vitro can be improved through medium supplementation with secondary metabolite precursors, plant growth regulators (PGRs), and abiotic and biotic elicitors. In the present study, node and internode explants of Phyllanthus amarus and P. urinaria collected from Karkala region, Udupi District, Karnataka, India, were inoculated aseptically onto Murashige and Skoog (MS) medium for callus induction. Uniform calluses were inoculated onto MS medium fortified with one of two precursor’s cinnamic acid (CA) or phenylalanine (PA), or with naphthalene acetic acid (NAA). After 30 d of treatment, calluses from treatment and control groups were harvested and quantitatively analyzed for three lignans (phyllanthin, hypophyllanthin and niranthin) and an antioxidant (ellagic acid). Increased amounts of the lignans and ellagic acid were obtained through supplementation with CA, PA, and NAA, and higher ellagic acid was present at higher amounts than the three lignans. These results demonstrated that the Phyllanthus species collected from Karkala region (designated “Accessions3”) show substantial response to CA, PA, and NAA treatment and represent a potential source of donor plants with higher amounts of lignans and antioxidants. These plants can be cultivated on a large scale both in vitro and in vivo for production of important bioactive compounds. Production of these compounds can be further enhanced through induction of somaclonal variant plants with higher amounts of bioactive molecule production and through production of transgenic plants overexpressing genes related to lignan- and phenolic-compound biosynthesis.     

Center Frequency and Bandwidth Reconfigurable Spoof Surface Plasmonic Metamaterial Band-Pass Filter

Plasmonics - In this study, we report a design concept to obtain center frequency and bandwidth reconfigurable spoof surface plasmon polaritons (SSPP) band-pass filter using T-shaped spoof SPP...     

Estimation of growth and exopolysaccharide production by two soil cyanobacteria,Scytonema tolypothrichoides and Tolypothrix bouteillei as determined by cultivation in irradiance and temperature crossed gradients

Two filamentous cyanobacteria of the genera Scytonema and Tolypothrix were reported to be effective for stabilizing soil in arid areas due to the production of significant amounts of extracellular polysaccharides (EPS). These EPS may also have applications in the biotechnology industry. Therefore, two cyanobacterial species, Scytonema tolypothrichoides and Tolypothrix bouteillei were examined using crossed gradients of temperature (8–40°C) and irradiance (3–21 W m^?2) to identify their temperature and irradiance optima for maximum biomass and EPS production. According to their reported temperature requirements, both strains were considered mesophilic. The optimum growth range of temperature in S. tolypothrichoides (27 to 34°C) was higher than T. bouteillei (22–32°C). The optimum irradiance range for growth of S. tolypothrichoides (9–13 W m^?2) was slightly lower than T. bouteillei (7–18 W m^?2). Maximum EPS production by S. tolypothrichoides occurred at similar temperatures (28–34°C) as T. bouteillei (27–34°C), both slightly higher than for maximum growth. The optimum irradiance range for EPS production was comparable to that for growth in S. tolypotrichoides (8–13 W m^?2), and slightly lower in T. bouteillei (7–17 W m^?2). The Redundancy Analysis confirmed that temperature was the most important controlling factor and protocols for field applications or for mass cultivation can now be developed.