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Nevin Manimala Statistics

Glucose hypometabolism in the Auditory Pathway in Age Related Hearing Loss in the ADNI cohort

Neuroimage Clin. 2021 Sep 21;32:102823. doi: 10.1016/j.nicl.2021.102823. Online ahead of print.

ABSTRACT

PURPOSE: Hearing loss (HL) is one of the most common age-related diseases. Here, we investigate the central auditory correlates of HL in people with normal cognition and mild cognitive impairment (MCI) and test their association with genetic markers with the aim of revealing pathogenic mechanisms.

METHODS: Brain glucose metabolism based on FDG-PET, self-reported HL status, and genetic data were obtained from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) cohort. FDG-PET data was analysed from 742 control subjects (non-HL with normal cognition or MCI) and 162 cases (HL with normal cognition or MCI) with age ranges of 72.2 ± 7.1 and 77.4 ± 6.4, respectively. Voxel-wise statistics of FDG uptake differences between cases and controls were computed using the generalised linear model in SPM12. An additional 1515 FDG-PET scans of 618 participants were analysed using linear mixed effect models to assess longitudinal HL effects. Furthermore, a quantitative trait genome-wide association study (GWAS) was conducted on the glucose uptake within regions of interest (ROIs), which were defined by the voxel-wise comparison, using genotyping data with 5,082,878 variants available for HL cases and HL controls (N = 817).

RESULTS: The HL group exhibited hypometabolism in the bilateral Heschl’s gyrus (kleft = 323; kright = 151; Tleft = 4.55; Tright = 4.14; peak Puncorr < 0.001), the inferior colliculus (k = 219;T = 3.53; peak Puncorr < 0.001) and cochlear nucleus (k = 18;T = 3.55; peak Puncorr < 0.001) after age correction and using a cluster forming height threshold P < 0.005 (FWE-uncorrected). Moreover, in an age-matched subset, the cluster comprising the left Heschl’s gyrus survived the FWE-correction (kleft = 1903; Tleft = 4.39; cluster PFWE-corr = 0.001). The quantitative trait GWAS identified no genome-wide significant locus in the three HL ROIs. However, various loci were associated at the suggestive threshold (p < 1e-05).

CONCLUSION: Compared to the non-HL group, glucose metabolism in the HL group was lower in the auditory cortex, the inferior colliculus, and the cochlear nucleus although the effect sizes were small. The GWAS identified candidate genes that might influence FDG uptake in these regions. However, the specific biological pathway(s) underlying the role of these genes in FDG-hypometabolism in the auditory pathway requires further investigation.

PMID:34624637 | DOI:10.1016/j.nicl.2021.102823

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Stenting versus stentless repair for bilateral choanal atresia: A systematic review of the literature

Int J Pediatr Otorhinolaryngol. 2021 Oct 1;151:110926. doi: 10.1016/j.ijporl.2021.110926. Online ahead of print.

ABSTRACT

BACKGROUND: Bilateral choanal atresia requires prompt surgical intervention. Surgeons have historically used stents in the repair process, however their efficacy has come into question in recent years. We performed a systematic review to investigate, primarily, whether stents enjoy more favourable outcomes compared to stentless repair. We also explored the use of operative adjuncts, such as steroids, antibiotics, mitomycin C and KTP laser.

METHODS: We performed a search of the Medline and Embase databases using a search strategy developed with the assistance of an academic librarian. Only full peer reviewed articles were included. Abstracts, posters, case reports and proceedings of academic conferences were excluded.

RESULTS: We identified 48 unique articles for inclusion, composed of a meta-analysis, two randomised control trials and 45 case series. Pooled analysis of the two randomised control trials yielded no statistically significant difference in choanal patency between stented and stentless repair, but a statistically significant reduction in complications, specifically granulation tissue formation, was found in stentless repair. Data from case series were, overall, of mixed quality, making factors contributing to successful outcomes difficult to elucidate.

CONCLUSION: Overall, there is a lack of high quality evidence to support the use of either a stented or stentless approach to bilateral choanal atresia repair, however stentless repair may experience fewer complications. Operative techniques, such as the use of mucosal flaps, are worthy of future study. Authors call for future high quality randomised control trials to investigate this uncommon but important condition.

PMID:34624631 | DOI:10.1016/j.ijporl.2021.110926

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A computational approach to quantitatively define sarcomere dimensions and arrangement in skeletal muscle

Comput Methods Programs Biomed. 2021 Sep 24;211:106437. doi: 10.1016/j.cmpb.2021.106437. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVE: The skeletal muscle is composed of integrated tissues mainly composed of myofibers i.e., long, cylindrical syncytia, whose cytoplasm is mostly occupied by parallel myofibrils. In section, each myofibril is organized in serially end-to-end arranged sarcomeres connected by Z lines. In muscle disorders, these structural and functional units can undergo structural alterations in terms of Z-line and sarcomere lengths, as well as lateral alignment of Z-line among adjacent myofibrils. In this view, objectifying alterations of the myofibril and sarcomere architecture would provide a solid foundation for qualitative observations. In this work, specific quantitative parameters characterizing the sarcomere and myofibril arrangement were defined using a computerized analysis of ultrastructural images.

METHODS: computerized analysis was carried out on transmission electron microscopy pictures of the murine vastus lateralis muscle. Samples from both euploid (control) and trisomic (showing myofiber alterations) Ts65Dn mice were used. Two routines were written in MATLAB to measure specific structural parameters on sarcomeres and myofibrils. The output included the Z-line, M-line, and sarcomere lengths, the Aspect Ratio (AsR) and Curviness (Cur) sarcomere shape parameters, myofibril axis (α angle), and the H parameter (evaluation of sequence of Z-lines of adjacent myofibrils).

RESULTS: Both routines worked well in control (euploid) skeletal muscle yielding consistent quantitative data of sarcomere and myofibril structural organization. In comparison with euploid, trisomic muscle showed statistically significant lower Z-line length, similar M-line length, and statistically significant lower sarcomere length. Both AsR and Cur were statistically significantly lower in trisomic muscle, suggesting the sarcomere is barrel-shaped in the latter. The angle (α) distribution showed that the sarcomere axes are almost parallel in euploid muscle, while a large variability occurs in trisomic tissue. The mean value of H was significantly higher in trisomic versus euploid muscle indicating that Z-lines are not perfectly aligned in trisomic muscle.

CONCLUSIONS: Our procedure allowed us to accurately extract and quantify sarcomere and myofibril parameters from the high-resolution electron micrographs thereby yielding an effective tool to quantitatively define trisomy-associated muscle alterations. These results pave the way to future objective quantification of skeletal muscle changes in pathological conditions.

SHORT ABSTRACT: The skeletal muscle is composed of integrated tissues mainly composed of myofibers i.e., long, cylindrical syncytia, whose cytoplasm is mostly occupied by parallel myofibrils organized in serially end-to-end arranged sarcomeres. Several pieces of evidence have highlighted that in muscle disorders and diseases the sarcomere structure may be altered. Therefore, objectifying alterations of the myofibril and sarcomere architecture would provide a solid foundation for qualitative observations. A computerized analysis was carried out on transmission electron microscopy images of euploid (control) and trisomic (showing myofiber alterations) skeletal muscle. Two routines were written in MATLAB to measure nine sarcomere and myofibril structural parameters. Our computational method confirmed and expanded on previous qualitative ultrastructural findings defining several trisomy-associated skeletal muscle alterations. The proposed procedure is a potentially useful tool to quantitatively define skeletal muscle changes in pathological conditions involving the sarcomere.

PMID:34624632 | DOI:10.1016/j.cmpb.2021.106437

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Nevin Manimala Statistics

Challenging the “gold standard” of colony-forming units – Validation of a multiplex real-time PCR for quantification of viable Campylobacter spp. in meat rinses

Int J Food Microbiol. 2021 Sep 24;359:109417. doi: 10.1016/j.ijfoodmicro.2021.109417. Online ahead of print.

ABSTRACT

Campylobacter jejuni is the leading bacterial food-borne pathogen in Europe. Despite the accepted limits of cultural detection of the fastidious bacterium, the “gold standard” in food microbiology is still the determination of colony-forming units (CFU). As an alternative, a live/dead differentiating qPCR has been established, using propidium monoazide (PMA) as DNA-intercalating crosslink agent for inactivating DNA from dead, membrane-compromised cells. The PMA treatment was combined with the addition of an internal sample process control (ISPC), i.e. a known number of dead C. sputorum cells to the samples. The ISPC enables i), monitoring the effective reduction of dead cell signal by the light-activated DNA-intercalating dye PMA, and ii), compensation for potential DNA losses during processing. Here, we optimized the method for routine application and performed a full validation of the method according to ISO 16140-2:2016(E) for the quantification of live thermophilic Campylobacter spp. in meat rinses against the classical enumeration method ISO 10272-2:2017. In order to render the method applicable and cost-effective for practical application, the ISPC was lyophilized to be distributable to routine laboratories. In addition, a triplex qPCR was established to simultaneously quantify thermophilic Campylobacter, the ISPC and an internal amplification control (IAC). Its performance was statistically similar to the two duplex qPCRs up to a contamination level of 4.7 log10Campylobacter per ml of meat rinse. The limit of quantification (LOQ) of the alternative method was around 20 genomic equivalents per PCR reaction, i.e. 2.3 log10 live Campylobacter per ml of sample. The alternative method passed a relative trueness study, confirming the robustness against different meat rinses, and displayed sufficient accuracy within the limits set in ISO 16140-2:2016(E). Finally, the method was validated in an interlaboratory ring trial, confirming that the alternative method was fit for purpose with a tendency of improved repeatability and reproducibility compared to the reference method for CFU determination. Campylobacter served as a model organism, challenging CFU as “gold standard” and could help in guidance to the general acceptance of live/dead differentiating qPCR methods for the detection of food-borne pathogens.

PMID:34624596 | DOI:10.1016/j.ijfoodmicro.2021.109417

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Machine learning approaches applied in spinal pain research

J Electromyogr Kinesiol. 2021 Sep 17;61:102599. doi: 10.1016/j.jelekin.2021.102599. Online ahead of print.

ABSTRACT

The purpose of this narrative review is to provide a critical reflection of how analytical machine learning approaches could provide the platform to harness variability of patient presentation to enhance clinical prediction. The review includes a summary of current knowledge on the physiological adaptations present in people with spinal pain. We discuss how contemporary evidence highlights the importance of not relying on single features when characterizing patients given the variability of physiological adaptations present in people with spinal pain. The advantages and disadvantages of current analytical strategies in contemporary basic science and epidemiological research are reviewed and we consider how analytical machine learning approaches could provide the platform to harness the variability of patient presentations to enhance clinical prediction of pain persistence or recurrence. We propose that machine learning techniques can be leveraged to translate a potentially heterogeneous set of variables into clinically useful information with the potential to enhance patient management.

PMID:34624604 | DOI:10.1016/j.jelekin.2021.102599

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Nevin Manimala Statistics

DNA damage analysis in newborns and their mothers related to pregnancy and delivery characteristics

Placenta. 2021 Sep 25;115:139-145. doi: 10.1016/j.placenta.2021.09.019. Online ahead of print.

ABSTRACT

INTRODUCTION: Increased DNA damage is associated with early events in carcinogenesis. The foetus may be more susceptible to effects of environment by transplacental exposure. We aimed to evaluate DNA damage in cells from umbilical cord (arteries and vein) and maternal blood from pregnant women.

METHODS: Fifty eight pregnant women and their offspring were included in this study. They were submitted to an interview to obtain information about personal history, clinical history, and lifestyle habits. Other Information was obtained from medical records. The samples were prepared for Single Cell Gel/Comet assay and Cytokinesis-block Micronucleus Cytome (CBMN-Cyt) assay.

RESULTS: Correlation between DNA damage frequency by Comet assay from newborns and their mothers was statistically significant and was significantly associated with nulliparity and more than 1 h of second stage of labour (umbilical vein and maternal blood). A positive MNi relationship was noticed for age (mother’s blood) and inappropriate birth weight for gestational age (maternal blood). When multivariate statistical analyses were applied to measure the degree of association between variables that influenced DNA damage markers in the first evaluation, inadequate birth weight and pregnant weight gain were associated with MNi frequency in maternal and newborns blood, respectively.

DISCUSSION: Significant associations between DNA damage in newborns and pregnant women, and birth and pregnancy events suggest molecular evidence of transplacental genotoxic effects. However, a potentially increased risk of degenerative diseases, such as cancers, in this population should be carefully investigated by further prospective cohort studies.

PMID:34624566 | DOI:10.1016/j.placenta.2021.09.019

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Nevin Manimala Statistics

Particle-specific characterisation of non-hazardous, coarse-shredded mixed waste for real-time quality assurance

J Environ Manage. 2021 Oct 5;301:113878. doi: 10.1016/j.jenvman.2021.113878. Online ahead of print.

ABSTRACT

The development of a pre-treatment plant for non-hazardous, solid mixed waste into a smart waste factory for future involves the introduction of real-time characterisation of waste streams by applying sensor technology. First, research has been conducted on the application of near-infrared spectroscopy for quality assurance of solid recovered fuels (SRF) produced by the pre-treatment plant. The method is based on statistical analyses, thereby requiring a comprehensive database of detailed waste data. To ensure high-precision measurements, data must be gathered at the level of individual particles and must cover a broad spectrum of different particle types. In a previous study, the fine-shredded SRF (<30 mm) was investigated. The scope of this study includes coarse-shredded SRF (30-80 mm) and mixed commercial waste (pre-shredded to a maximum of 500 mm), which is used as input for the waste pre-treatment plant. For a total of 2346 particles, the projected particle area, particle mass, and particle height were measured with average values of 11.5 cm2, 1.2 g and 10.4 mm, respectively, for the coarse-shredded SRF. Data results regarding pre-shredded waste input were 115 cm2 area, 16.7 g mass and 33.9 mm height. Combined with previous results, the dataset covers a range of particle areas from 15.7 mm2 to 16.7 dm2 and a range of particle mass from 1.6 mg to 882.5 g. Additionally, selected fuel parameters (heating value, chlorine content, and ash content) were measured using laboratory analysis of composite samples from coarse-shredded SRF and mixed commercial waste. The physico-chemical results of the present study confirmed previous results; however, the variance of values increased, and more outliers were identified. Despite the provision of particle data, the major goal of this study was to determine the correlation between the projected area and particle mass, which was calculated using the Spearman’s correlation coefficient (SCC). The calculations resulted in an SCC of 0.58 for coarse-shredded SRF and an SCC of 0.22 for pre-shredded waste input. Although the SCC of SRF was sufficient for establishing a quality assurance system, the SCC of input waste must be substantially improved.

PMID:34624577 | DOI:10.1016/j.jenvman.2021.113878

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Nevin Manimala Statistics

Artificial neural network and decision tree models of post-stroke depression at 3 months after stroke in patients with BMI ≥ 24

J Psychosom Res. 2021 Oct 2;150:110632. doi: 10.1016/j.jpsychores.2021.110632. Online ahead of print.

ABSTRACT

OBJECTIVE: Previous studies have shown that excess weight (including obesity and overweight) can increase the risk of cardiovascular, cerebrovascular and other diseases, but there is no study on the incidence of post-stroke depression (PSD) and related factors in patients with excessive weight. The main purpose of this study was to find related factors of PSD at 3 months after stroke in patients with excessive weight and construct artificial neural network (ANN) and decision tree (DT) models.

METHODS: This is a prospective multicenter cohort study (Registration number: ChiCTR-ROC-17013993). Five hundred and three stroke patients with Body Mass Index(BMI) ≥ 24 were included in this study. The diagnostic criteria of PSD is according to the Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-V) diagnostic criteria for depression due to other medical conditions and the HAMD-17 scores > 7 at 3 months after stroke was used as the primary endpoint. The χ2 test, Mann-Whitney U test or t-test were used to check for statistical significance.

RESULTS: Our study found that sleeping time < 5 h, CHD, physical exercise, BI score, N dimension(EPQ) and subjective support(SSRS) were associated with PSD in patients with excessive weight. Physical exercise(odd ratio [OR] = 0.49, p = 0.001, 95%CI [confidence interval]: 0.32-0.75) and BI score(OR = 0.99, p < 0.001, 95%CI: 0.98-0.99) were protective factors; sleeping time < 5 h(OR = 2.86, p < 0.001, 95%CI: 1.62-5.04), CHD(OR = 2.18, p = 0.018, 95%CI: 1.14-4.15), N dimension(OR = 1.08, p = 0.001, 95%CI: 1.03-1.13) and subjective support(OR = 1.04, p = 0.022, 95%CI: 1.01-1.07) were risk factors.

CONCLUSION: This study found several factors related to the occurrence of PSD at 3 months in patients with excessive weight. Meanwhile, ANN and DT models were constructed for clinicians to use.

PMID:34624525 | DOI:10.1016/j.jpsychores.2021.110632

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Liver function as a predictor of mortality in COVID-19. Retrospective study

Ann Hepatol. 2021 Oct 5:100553. doi: 10.1016/j.aohep.2021.100553. Online ahead of print.

ABSTRACT

INTRODUCTION AND OBJECTIVES: In many studies, varying degrees of liver damage have been reported in more than half of the COVID-19 patients. The aim of this study is to determine the effect of liver biochemical parameters abnormality on mortality in critical COVID-19 patients who have been followed in the ICU since the beginning of the pandemic process.

MATERIALS AND METHODS: In this study 533 critical patients who admitted to the ICU due to COVID-19 were included. The patients were divided into three groups according to their ALT, AST, and total bilirubin levels at their admission to the ICU. Group 1 was formed of patients with normal liver biochemical parameters values; Group 2 was formed of patients with liver biochemical parameters abnormality; Group 3 was formed of patients with liver injury.

RESULTS: 353 (66.2%) of all patients died. Neutrophil, aPTT, CRP, LDH, CK, ALT, AST, bilirubin, procalcitonin and ferritin values in Group 2 and Group 3 were found to be statistically significantly higher than Group 1. It was detected that the days of stay in ICU of the patients in Group 1 was statistically significantly longer than others group. It was found that the patients in Groups 2 and 3 had higher total, 7-day, and 28-day mortality rates than expected.

CONCLUSIONS: The study showed that liver disfunction was associated with higher mortality and shorter ICU occupation time.

PMID:34624543 | DOI:10.1016/j.aohep.2021.100553

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Recent understanding of binocular vision in the natural environment with clinical implications

Prog Retin Eye Res. 2021 Oct 5:101014. doi: 10.1016/j.preteyeres.2021.101014. Online ahead of print.

ABSTRACT

Technological advances in recent decades have allowed us to measure both the information available to the visual system in the natural environment and the rich array of behaviors that the visual system supports. This review highlights the tasks undertaken by the binocular visual system in particular and how, for much of human activity, these tasks differ from those considered when an observer fixates a static target on the midline. The everyday motor and perceptual challenges involved in generating a stable, useful binocular percept of the environment are discussed, together with how these challenges are but minimally addressed by much of current clinical interpretation of binocular function. The implications for new technology, such as virtual reality, are also highlighted in terms of clinical and basic research application.

PMID:34624515 | DOI:10.1016/j.preteyeres.2021.101014