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Nevin Manimala Statistics

The Impact of Coronavirus Disease 2019 (COVID-19) on Retinal Microcirculation in Human Subjects

Klin Monbl Augenheilkd. 2021 Sep 29. doi: 10.1055/a-1579-0805. Online ahead of print.

ABSTRACT

BACKGROUND: The aim of the study was to assess retinal microcirculation in patients with coronavirus disease 2019 (COVID-19) through the use of optical coherence tomography angiography (OCT-A) and compare the results with those obtained in healthy controls.

METHODS: The study enrolled 39 patients who had fully recovered from COVID-19 and 40 healthy controls. OCT-A image acquisitions were obtained using AngioVue software (version 2017.1.0.151) and the RTVue XR Avanti imaging system (Optovue Inc., Fremont, CA, USA). Nonflow area in the superficial capillary plexus (SCP), foveal avascular zone (FAZ) area in the whole retinal vasculature, FAZ perimeter, acircularity index of FAZ, and foveal density were automatically obtained with the FAZ assessment tool. Vessel density (VD) at the SCP and deep capillary plexus were also measured.

RESULTS: Compared to the control group, the nonflow area and the FAZ area in the whole retina was greater in the COVID-19 group; however no statistically significant difference was observed (p > 0.05 respectively). As for vessel densities, all superficial parafoveal VD parameters were considerably higher in the COVID-19 group compared to the control group (p < 0.05 respectively). Despite the fact that the vessel densities in the remaining zones were lower in the COVID-19 group, those differences were not statistically significant (p > 0.05 respectively).

CONCLUSION: VD at the parafoveal area of the SCP was significantly higher among patients in the late post-recovery period of COVID-19 disease compared to healthy controls. These findings show the impact of COVID-19 on the retinal microvasculature and its possible role as a risk factor for the development of ocular diseases.

PMID:34587629 | DOI:10.1055/a-1579-0805

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Adverse events occurring post-covid-19 vaccination among healthcare professionals – A mixed method study

Int Immunopharmacol. 2021 Sep 16;100:108136. doi: 10.1016/j.intimp.2021.108136. Online ahead of print.

ABSTRACT

BACKGROUND: Healthcare professionals (HCPs) are at the front line of the nation’s fight against COVID-19 and are always at a greater risk of contracting contagious disease. But amidst the crisis, the vaccines were not accepted by all the HCPs due to adverse events occurring post-COVID-19 vaccination. Hence, the present study was designed to assess adverse events occurring among HCPs post-COVID-19 vaccination both quantitatively and qualitatively.

METHOD: Sequential mixed-method approach was employed. A cross-sectional E-survey was conducted among the healthcare professionals of a North Indian (*Statistically significant (p < 0.05)) college and hospital. The second phase included a semi-structured qualitative interview of the participants who were willing to participate.

RESULTS: Among all the HCPs with age groups ranging from 20 to 70 years, majority of them experienced pain at the site of injection (88.8-100%) followed by tiredness (87.7-60%) and body ache (86.6-40%) post-vaccination. There is an increased frequency of adverse events in females as compared to males. Qualitative findings are summarised in three major domains i.e vaccine adverse effects, fear and hesitancy for vaccines and vaccine acceptance.

CONCLUSION: Short term adverse events of COVISHIELD vaccine were very few and were mild in severity yet interviews showed hesitancy of study participants for vaccination.

PMID:34587578 | DOI:10.1016/j.intimp.2021.108136

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Nevin Manimala Statistics

Dynamic stochastic deep learning approaches for predicting geometric changes in head and neck cancer

Phys Med Biol. 2021 Sep 29. doi: 10.1088/1361-6560/ac2b80. Online ahead of print.

ABSTRACT

Modern radiotherapy stands to benefit from the ability to efficiently adapt plans during treatment in response to setup and geometric variations such as those caused by internal organ deformation or tumor shrinkage. A promising strategy is to develop a framework, which given an initial state defined by patient-attributes, can predict future states based on patterns from a well-defined patient population. Here, we investigate the feasibility of predicting patient anatomical changes, defined as a joint state of volume and daily setup changes, across a fractionated treatment schedule using two approaches. The first is based on a new framework employing quantum mechanics in combination with deep recurrent neural networks, denoted QRNN. The second approach is developed based on a classical framework, which models patient changes as a Markov process, denoted MRNN. We evaluated the performance of these two approaches on a dataset of 125 head and neck cancer patients, which was supplemented by synthetic data generated using a generative adversarial network. Model performance was evaluated using area under the receiver operating characteristic curve (AUC) scores. The MRNN framework had slightly better performance, with MRNN(QRNN) validation AUC scores of 0.742 ± 0.021 (0.675 ± 0.036), 0.709 ± 0.026 (0.656 ± 0.021), 0.724 ± 0.036 (0.652 ± 0.044), and 0.698 ± 0.016 (0.605 ± 0.035) for system state vector sizes of 4, 6, 8, and 10, respectively. Of these, the results from the two higher order states had statistically significant differences (p<0.05). A similar trend was observed when the models were applied to an external testing dataset of 20 patients, yielding MRNN(QRNN) AUC scores of 0.707 (0.623), 0.687 (0.608), 0.723 (0.669), and 0.697 (0.609) for states vectors sizes of 4, 6, 8, and 10, respectively. These results suggest that both models have potential value in predicting patient changes during the course of adaptive radiotherapy.

PMID:34587597 | DOI:10.1088/1361-6560/ac2b80

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Nevin Manimala Statistics

Cerebellar theta burst stimulation for the treatment of negative symptoms of schizophrenia: A multicenter, double-blind, randomized controlled trial

Psychiatry Res. 2021 Sep 5;305:114204. doi: 10.1016/j.psychres.2021.114204. Online ahead of print.

ABSTRACT

Given the importance of the cerebellum in the pathophysiology of schizophrenia, the cerebellar vermis has been proposed as a new rTMS stimulation site for negative symptoms. In this study, 64 patients from 7 psychiatric hospitals were randomized into the study (n=32) or control (n=32) group. Intermittent theta burst stimulation (iTBS) (or sham stimulation) to the cerebellar midline was administered 5 times/week for 2 weeks. Psychotic symptoms were assessed with the Positive and Negative Symptoms Scale (PANSS) at baseline, the end of treatment, and 2, 6, 12, and 24 weeks after the treatment. Regarding the negative symptoms, the interaction effect between group and time was statistically significant, with the scores in the study group significantly lower than those in the control group at the 4 follow-ups after treatment, and the group difference was maximal at 24 weeks of follow-up. The main effect of time was significant; however, the main effect of group did not show statistical significance. Our study revealed that cerebellar iTBS may improve negative symptoms in schizophrenia patients, and the effect was more pronounced at 24 weeks after the end of treatment, which provides preliminary empirical evidence for the maintenance of efficacy after stimulation of this new site.

PMID:34587567 | DOI:10.1016/j.psychres.2021.114204

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Comparison of genuine, generic and counterfeit Cialis tablets using vibrational spectroscopy and statistical methods

J Pharm Biomed Anal. 2021 Sep 20;206:114383. doi: 10.1016/j.jpba.2021.114383. Online ahead of print.

ABSTRACT

The dubious online market in phosphodiesterase type 5 inhibitors is growing on a global scale. Counterfeit medical products can represent health issues for the user and cause medical mistrust. Within this work, genuine Cialis containing the active pharmaceutical ingredient (API) tadalafil, its generics available in the Czech Republic and the Cialis tablets from questionable online pharmacies were analysed. The methods of infra-red and Raman spectroscopy were used for the identification of the counterfeit tablets and for the verification of their API and excipients. All 9 tablets from online pharmacies were counterfeit with 2 of them even containing a different API (sildenafil, vardenafil). In addition, Raman mapping was used to determine the API and excipients’ distribution and, in combination with multivariate data analysis, to separate similar tablets in clusters and to identify the outliers. Scanning electron microscopy of the samples revealed that the process of a wet granulation of micronized API was used during the formulation of the tablets. This comprehensive approach of analysis can be used for advanced exploration of the dubious samples of various medical products.

PMID:34587570 | DOI:10.1016/j.jpba.2021.114383

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Nevin Manimala Statistics

Mass spectrometry determination of seized oil-based anabolic-androgenic steroids products

Forensic Sci Int. 2021 Sep 22;328:111012. doi: 10.1016/j.forsciint.2021.111012. Online ahead of print.

ABSTRACT

INTRODUCTION: The presence of anabolic-androgenic steroids (AAS) in illegal commercial products has been pointed as a global threat for public health. Due the correlation with adverse toxicological effects, there is a growing interest in the implementation of straightforward methods for the determination of AAS in seized products. This work exploited the development of a mass spectrometry approach to characterize the illegal oil formulations containing AAS.

METHODS: The optimization of sample preparation was performed through a simplex-centroid design and the best condition was described as follow: an aliquot of 5 μL of sample were added with 995 μL of acetonitrile and water (75:25, v/v). The solution was vortexed and centrifuged. After that, 10 μL of supernatant were added with 35 μL of acetonitrile and water and internal standard (testosterone-d3, 1.25 ng). An aliquot of 5 μL was injected into the analytical system.

RESULTS: The method developed was validated and successfully applied in 115 seized samples. Testosterone and its esters had the highest incidence, found in more than 50% of the samples. Besides that, drugs such as boldenone, methandienone, and trenbolone have also been found, where the low quality of the samples was evidenced by the wide variation in the concentration of the drugs, always quantified in sub-doses. Finally, at least one AAS was detected in each sample analyzed. The statistical results were grouped by principal components analysis, to better understand the profile of the seized samples.

CONCLUSION: This work successfully established a fast and simple method for determination of AAS and can be applied to verify the profile of seized samples.

PMID:34587560 | DOI:10.1016/j.forsciint.2021.111012

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Nevin Manimala Statistics

Investigation of the bio-stimulation of children’s reading interest by chromatic pattern visual evoked potential

Comput Methods Programs Biomed. 2021 Sep 10;211:106410. doi: 10.1016/j.cmpb.2021.106410. Online ahead of print.

ABSTRACT

PURPOSE: The characteristics of children’s reading interest, stimulated by the visual evoked potentials of colour graphics in children’s picture books, were tested to explore their normal reference value. The characteristics of chromatic pattern visual evoked potential (CP-VEP) can be harnessed by our methodology and may be applied to the visual screening of children in clinical ophthalmology.

METHODS: The PR-650 spectral colour metre can strictly control factors, such as brightness and colour retention, based on colour contrast. This is performed in order to reduce the brightness contrast method. In our paper, we set up three kinds of visual stimulation conditions and performed CP-VEP inspections of the eye, based on 64 cases (128 eyes) of normal children (32 males and 32 females). Using CP-VEP detection, the latency and amplitude of the P100 wave were recorded and the waveforms of each group, under different spectral modes were compared. Art therapy combined with children’s colour physiology and psychology will be more skilfully practiced in clinical practice.

RESULTS: There was no significant difference in the amplitude and peak time of visual evoked potential (VEP) waveforms between the left and right eyes of the children using the three stimuli, indicating that the visual function and visual conduction pathway of children can vary. There was no significant difference in the latency and amplitude of the NPN complex wave. Note that the P1 wave of the right and left eyes of normal children is not statistically different (P > 0.05). We also found that there is insignificant difference in the visual impact of the colours for both male and female children in terms of reading interest, and red is a more stimulating colour for both sexes.

CONCLUSION: Our study can provide normal reference value and methodological reference for clinical visual acuity detection in children. Combined with the visual characteristics of children, this paper selects the visual impact created by the colour of picture books and combines it with medical treatment. Make the whole test cover the scope of ophthalmology clinical more comprehensive.

PMID:34587563 | DOI:10.1016/j.cmpb.2021.106410

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Nevin Manimala Statistics

Efficacy of pomegranate extract loaded solid lipid nanoparticles transdermal emulgel against Ehrlich ascites carcinoma

Nanomedicine. 2021 Sep 26:102466. doi: 10.1016/j.nano.2021.102466. Online ahead of print.

ABSTRACT

The purpose of this work was to incorporate an optimized pomegranate extract loaded solid lipid nanoparticles (PE-SLNs) formula in a transdermal emulgel to evaluate its anticancer effect. The prepared emulgel formulae were evaluated for their physicochemical properties. An ex vivo permeation study was done through mouse skin and the kinetic parameters were determined. Kinetic data showed that the ex vivo permeation of PE from SLNs transdermal emulgel through mouse skin followed non-Fickian diffusion transport. Further, in vivo study was done by applying the optimized PE-SLNs transdermal emulgel on mice skin bearing a solid form of Ehrlich ascites carcinoma (EAC) as well as free PE, control, placebo, and standard groups for comparison. In addition, histopathological examinations of the samples obtained from the EAC mice model were performed. The results proved that application of the selected PE-SLNs emulgel formulation on the mice skin bearing solid tumor revealed statistically significant anticancer effects.

PMID:34587542 | DOI:10.1016/j.nano.2021.102466

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Mental health over nine months during the SARS-CoV2 pandemic: Representative cross-sectional survey in twelve waves between April and December 2020 in Austria

J Affect Disord. 2021 Sep 4;296:49-58. doi: 10.1016/j.jad.2021.08.153. Online ahead of print.

ABSTRACT

BACKGROUND: There is accumulating evidence about detrimental impacts of the pandemic on population mental health, but knowledge on risk of groups specifically affected by the pandemic and variations across time is still limited.

METHODS: We surveyed approximately n=1,000 Austrian residents in 12 waves between April and December 2020 (n=12,029). Outcomes were suicidal ideation (Beck Suicidal Ideation Scale), depressive symptoms (Patient Health Questionnaire-9), anxiety (Hospital Anxiety Depression Scale), and domestic violence. We also assessed the perceived burden from the pandemic. Demographic and Covid-19 specific occupational and morbidity-related variables were used to explain outcomes in multivariable regression analyses, controlling for well-established risk factors of mental ill-health, and variations over time were analyzed.

RESULTS: Young age, working in healthcare or from home, and own Covid-19 illness were consistent risk factors controlling for a wide range of known mental health risk factors. Time patterns in the perceived burden from Covid-19-related measures were consistent with the time sequence of restrictions and relaxations of governmental measures. Depressive and anxiety symptoms were relatively stable over time, with some increase of depression during the second phase of lockdowns. Domestic violence increased immediately after both hard lockdowns. Suicidal ideation decreased slightly over time, with a low during the second hard lockdown. Mental health indicators for women and young people showed some deterioration over time, whereas those reporting own Covid-19 illness improved.

LIMITATIONS: Data from before the pandemic were not available.

CONCLUSIONS: Among mental health outcomes, increases in domestic violence and, to some smaller extent, depressive symptoms, appeared most closely related to the timing of hard lockdowns. Healthcare staff, individuals working from home, those with Covid-19, as well as young people and women are non-traditional risk groups who warrant heightened attention in prevention during and in the aftermath of the pandemic.

PMID:34587549 | DOI:10.1016/j.jad.2021.08.153

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Impact of Stellate Ganglion Block on Tissue Blood Flow/Oxygenation and Postoperative Mandibular Nerve Hypoesthesia: A Cohort Study

J Oral Maxillofac Surg. 2021 Aug 28:S0278-2391(21)00998-8. doi: 10.1016/j.joms.2021.08.161. Online ahead of print.

ABSTRACT

PURPOSE: Although a stellate ganglion block (SGB) increases tissue blood flow in the mandibular region, the change in tissue oxygenation after SGB and therapeutic effect of SGB for postoperative mandibular nerve hypoesthesia remain to be established. The study aim was to measure the change in tissue oxygenation in the mandibular region after SGB.

METHODS: To determine the variation in tissue oxygenation in the mandibular region, the tissue oxygen index (TOI; percentage of oxygenated hemoglobin in the total hemoglobin) was measured at the skin near the mental foramen bilaterally, at the primary site of unilateral SGB, achieved using 6 mL of 1% lidocaine hydrochloride, for the treatment of bilateral postoperative mandibular nerve injury. The primary outcome of this study is the temporal variation in TOI after SGB (0.5, 1, 5, 10, 15, 20, and 25 minutes after SGB), and the control group in this study is the TOI at the end of SGB injection (0 minute). All data are expressed as the mean ± standard deviation and 95% confidence interval (CI). Repeated-measures analysis of variance with Dunnett’s test was used to determine parametric statistical significance. A P-value <.05 was considered statistically significant.

RESULTS: Thirteen patients were enrolled in this study. On both the blocked and contralateral side, the TOI was significantly increased compared to that before SGB (ΔTOI at 15 minute after SGB, 5.87 ± 2.89%, P < .001, 95% CI: 4.122 to 7.617% in the blocked side, 1.88 ± 2.73%, P = .005, 95% CI: 1.877 to 2.725% in the contralateral side).

CONCLUSIONS: Unilateral SGB using 6 mL of 1% lidocaine hydrochloride results in an increase in tissue oxygenation in the mandibular region. Based on these findings, we hypothesize that a series of SGBs may contribute to a more rapid recovery of postoperative trigeminal nerve injury.

PMID:34587486 | DOI:10.1016/j.joms.2021.08.161