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Nevin Manimala Statistics

Peripheral adenopathies in children – an attempt of clinical morphological profile

Rom J Morphol Embryol. 2020 Oct-Dec;61(4):1193-1212. doi: 10.47162/RJME.61.4.21.

ABSTRACT

AIM: The authors have proposed to assess peripheral adenopathies in a series of hospitalized children in order to identify and define clinical and morphological profiles of different types of lymph node (LN) diseases.

MATERIALS AND METHODS: The studied group consisted of 58 patients less than 18 years of age. The investigation algorithm included: gender, age, site, involvement, side, extension and histopathological (HP) type of LN lesions. Tissue fragments were processed using classical histological techniques (formalin fixation and paraffin embedment) and stained with Hematoxylin-Eosin (HE). In some cases (tuberculous lesions and lymphomas), special stainings (Ziehl-Neelsen) and immunohistochemistry were used. Stratification scales of cases were defined according to each parameter in order to compare the data. All obtained data were assessed individually, compared to each other and with similar data from the literature with the help of a statistical apparatus [χ² (chi-squared) test and analysis of variance (ANOVA) test] in some cases.

RESULTS: The young patients were slightly more frequently boys, of all ages but with a mean age of 10 and half years. The affected LNs belonged most often to neck region, either on the left or on the right side but sometimes bilateral or even on the midline; usually, more than one LN was involved in the area. In most of the cases, the lesions were localized in only one LN area. HP picture was dominated by the inflammatory processes, firstly the nonspecific ones, followed by tuberculosis.

DISCUSSIONS: Our observations fitted, for each parameter, with the wide ranges found in the literature. Comparisons between parameters’ variations revealed differences, sometimes significant that we tried to organize in clinical and morphological profiles.

CONCLUSIONS: The assessment of our data allowed us to define some clinical and morphological profiles of different types of adenopathy that, by improvement on studies including larger series, could be of real use in daily pediatric practice.

PMID:34171068 | DOI:10.47162/RJME.61.4.21

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Predictors of early and sustained virological response of viral hepatitis C

Rom J Morphol Embryol. 2020 Oct-Dec;61(4):1185-1192. doi: 10.47162/RJME.61.4.20.

ABSTRACT

Due to complex interplay between host and viral factors, pathogenesis of chronic hepatitis C (CHC) is considered a challenging issue. Infection with hepatitis C virus (HCV) is not confined only to liver but can induce disturbances in many other organs and systems. Our primary aim for this study was to evaluate biological response rates and sustained virological response (SVR) in patients diagnosed with CHC, treated with Interferon-alpha (IFN-α), Pegylated (PEG)-IFN-α2a or -α2b plus Ribavirin. The second aim of the study was the identification of predictive factors for a favorable response to antiviral therapy in patients diagnosed with CHC. We enrolled in this study 210 patients diagnosed with CHC who have accomplished all inclusion and exclusion criteria, treated with PEG-IFN plus Ribavirin. Patients’ recovery progress has been evaluated by determining: age, gender; biochemical tests: alanine aminotransferase (ALT), aspartate aminotransferase (AST); serological assays – detect anti-HCV antibody and molecular assays – detect, quantify and/or characterize hepatitis C viral load (ribonucleic acid) (HCV-RNA); liver histopathological (HP) examination. According to their response to treatment, they were classified into responders (n=145) and non-responders (n=65). Liver biopsies were histopathologically evaluated for necroinflammatory grade and fibrosis stage according to the modified Ishak and Metavir scoring systems for chronic hepatitis. Demographic, laboratory, and HP results were introduced in statistical analysis. These parameters were included in area under curve (AUC) analysis in order to estimate their degree of influence on getting early virological response (EVR) and SVR. Our study demonstrates that factors connected to treatment failure in CHC are linked to older age, high hepatitis C viral load, and impaired glucose tolerance at beginning of treatment [high fasting glucose and insulin, high homeostatic model assessment of insulin resistance (HOMA-IR) index] and also to liver histology features (high fibrosis score, liver steatosis, iron infiltration, and more or less high necroinflammatory activity). Analyzing results of our study shows that HOMA-IR index, serum insulin levels, baseline HCV-RNA, baseline mean blood glucose and HP score like Ishak fibrosis score, steatosis score and liver iron score may have a predictive value for obtaining an EVR in patients diagnosed with CHC.

PMID:34171067 | DOI:10.47162/RJME.61.4.20

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Nevin Manimala Statistics

Impaired metabolic health over-time and high abdominal fat are prospectively associated with high-sensitivity C-reactive protein in children: The IDEFICS study

Pediatr Obes. 2021 Jun 25:e12817. doi: 10.1111/ijpo.12817. Online ahead of print.

ABSTRACT

BACKGROUND: Metabolic risk and inflammatory state have an early life onset and are associated with future diseases.

OBJECTIVES: To assess the association between metabolic syndrome (MetS) and metabolic health with high-sensitive C-reactive protein (hsCRP), cross-sectionally and longitudinally, in children.

METHODS: 2913 European children (2-10 years) from eight countries from the IDEFICS study were investigated. Data were collected at baseline and 2 years later (follow-up). A MetS z-score was computed with waist circumference (WC), insulin resistance index, blood pressure, high-density lipoprotein cholesterol and triglycerides. Metabolically unhealthy (MU) status was assessed. Multi-level linear and logistic regressions were performed.

RESULTS: Among the MetS markers, WC was more consistently associated with hsCRP cross-sectional and prospectively. Baseline MetS score was significantly associated with greater risk of high hsCRP at follow-up and with prevalence and incidence of hsCRP. Those children who became MU overtime were significantly (P < .05) associated with future higher levels of hsCRP, independently of weight status at baseline.

CONCLUSIONS: Transition over time to a MU state was associated with higher levels of hsCRP at follow-up, independent of weight status at baseline. Screening of metabolic factors and routine measurement of WC are needed to prevent inflammatory status and related chronic diseases in children.

PMID:34170079 | DOI:10.1111/ijpo.12817

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National trends in population rates of opioid-related mortality, hospitalization and emergency department visits in Canada between 2000 and 2017. A population-based study

Addiction. 2021 Jun 25. doi: 10.1111/add.15571. Online ahead of print.

ABSTRACT

BACKGROUND AND AIMS: Existing assessments of the time-trends of opioid-related mortality, hospitalization and emergency department visits in Canada have relied mainly on provincial databases, while national assessments generally do not provide information before 2016. We aimed to estimate Canadian national time trends in opioid-related mortality from 2000 to 2017 and opioid-related hospitalization and emergency department visits between 2000 and 2012.

DESIGN: Retrospective cohort study.

SETTING AND PARTICIPANTS: Residents of all Canadian provinces and territories for which comparable data were available from 2000 to 2017.

MEASUREMENTS: We identified opioid-related mortality, hospitalization and emergency department visits using validated algorithms using ICD codes from administrative databases. We calculated crude rates and sex- and age-adjusted rates per million. For hospitalizations, we calculated case-fatality, 90-day and 365-day all-cause mortality and opioid-related re-hospitalization rates. We used Poisson regression to examine the significance of the time trend.

FINDINGS: From 2000 to 2017, the adjusted opioid mortality rate in Canada (outside Quebec) increased significantly by 592.9% (from 20.0 opioid deaths per million in 2000 to 118.3 in 2017). The highest year-to-year increases were from 2015 to 2016 (31.8%) and from 2016 to 2017 (52.2%). The adjusted hospitalizations doubled significantly during the study period (an increase of 103.7%, from 159.7 opioid hospitalizations per million Canadians in 2000 to 325.3 in 2012). The adjusted rate of emergency department visits increased significantly by 188.7% (from 280.6 per million in 2000 to 810.1 in 2012). Case-fatality was 2.3% overall and was mainly constant during the study period. Both 90- and 365-day all-cause mortality increased significantly between 2000 and 2011 (from 1.7 to 3.1% and 3.9 to 7.4%, respectively), while re-hospitalization for opioid-related diagnoses was reduced (from 7.8 to 6.4% and 14.2 to 12.9%, respectively).

CONCLUSIONS: Opioid-related mortality, hospitalization and emergency department visits in Canada have been increasing gradually since 2000.

PMID:34170044 | DOI:10.1111/add.15571

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Evaluation of a collaborative group intervention for mothers with moderate to severe perinatal mental illness and their infants in Australia

Infant Ment Health J. 2021 Jun 25. doi: 10.1002/imhj.21922. Online ahead of print.

ABSTRACT

Perinatal mental illness is a known risk to maternal-infant attachment and healthy infant development. Mothers experiencing complex mental health issues in the first year following birth are less likely to become involved in parenting programs or day stay interventions because of their mental health difficulties and perceived stigma. Currently, most perinatal day or group treatment programs only include the mother and not their infant. This paper describes “Together in Mind,” a perinatal and infant mental health day program developed by the Queensland Centre for Perinatal and Infant Mental Health, targeting mothers with moderate to severe mental illness and their infants under 12 months. The service model was a 6-week, 1 day per week psychoeducation intervention. Psychoeducational material and support were provided across each day session by an adult perinatal mental health clinician, an infant mental health clinician, and a child health nurse working in collaboration. The program was trialed across seven Hospital and Health Service sites in Queensland, Australia, during 2016-18. In total, 24 group day programs were delivered with 84 mothers and their infants. Pre and post intervention quantitative measures and a post-program qualitative survey about participant satisfaction were collected. Statistically significant improvements in all quantitative measures showed a large to medium effect size on the: Health of the Nation Outcome Scale (HoNOS) (d = 0.82; p < .000); Depression, Anxiety and Stress Scale (DASS-21) (d = 0.5; p < .000); Karitane Parenting Confidence Scale (KPCS) (d = 0.63; p < .000); Maternal Postnatal Attachment Scale (MPAS) (d = 0.49; p < .000), Ages and Stages Questionnaire: Social-Emotional (6 months) (d = 0.83; p < .000). The results indicate collaboration and early intervention contributes to strengthening the emerging development of the maternal-infant relationship within the context of complex maternal mental health issues.

PMID:34170035 | DOI:10.1002/imhj.21922

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Marmoset brain segmentation from deconvolved magnetic resonance images and estimated label maps

Magn Reson Med. 2021 Jun 25. doi: 10.1002/mrm.28881. Online ahead of print.

ABSTRACT

PURPOSE: The proposed method aims to create label maps that can be used for the segmentation of animal brain MR images without the need of a brain template. This is achieved by performing a joint deconvolution and segmentation of the brain MR images.

METHODS: It is based on modeling locally the image statistics using a generalized Gaussian distribution (GGD) and couples the deconvolved image and its corresponding labels map using the GGD-Potts model. Because of the complexity of the resulting Bayesian estimators of the unknown model parameters, a Gibbs sampler is used to generate samples following the desired posterior probability.

RESULTS: The performance of the proposed algorithm is assessed on simulated and real MR images by the segmentation of enhanced marmoset brain images into its main compartments using the corresponding label maps created. Quantitative assessment showed that this method presents results that are comparable to those obtained with the classical method-registering the volumes to a brain template.

CONCLUSION: The proposed method of using labels as prior information for brain segmentation provides a similar or a slightly better performance compared with the classical reference method based on a dedicated template.

PMID:34170032 | DOI:10.1002/mrm.28881

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Nevin Manimala Statistics

Do Humans and Deep Convolutional Neural Networks Use Visual Information Similarly for the Categorization of Natural Scenes?

Cogn Sci. 2021 Jun;45(6):e13009. doi: 10.1111/cogs.13009.

ABSTRACT

The investigation of visual categorization has recently been aided by the introduction of deep convolutional neural networks (CNNs), which achieve unprecedented accuracy in picture classification after extensive training. Even if the architecture of CNNs is inspired by the organization of the visual brain, the similarity between CNN and human visual processing remains unclear. Here, we investigated this issue by engaging humans and CNNs in a two-class visual categorization task. To this end, pictures containing animals or vehicles were modified to contain only low/high spatial frequency (HSF) information, or were scrambled in the phase of the spatial frequency spectrum. For all types of degradation, accuracy increased as degradation was reduced for both humans and CNNs; however, the thresholds for accurate categorization varied between humans and CNNs. More remarkable differences were observed for HSF information compared to the other two types of degradation, both in terms of overall accuracy and image-level agreement between humans and CNNs. The difficulty with which the CNNs were shown to categorize high-passed natural scenes was reduced by picture whitening, a procedure which is inspired by how visual systems process natural images. The results are discussed concerning the adaptation to regularities in the visual environment (scene statistics); if the visual characteristics of the environment are not learned by CNNs, their visual categorization may depend only on a subset of the visual information on which humans rely, for example, on low spatial frequency information.

PMID:34170027 | DOI:10.1111/cogs.13009

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Chikungunya Fever: Comparison Study of Synovitis and Tenosynovitis of the Hands and Wrists Using Physical Examination, Ultrasound and MRI Findings

J Ultrasound Med. 2021 Jun 25. doi: 10.1002/jum.15766. Online ahead of print.

ABSTRACT

OBJECTIVES: To compare musculoskeletal changes on a physical examination (PE), ultrasound (US) and magnetic resonance imaging (MRI) of the hands and wrists of patients with Chikungunya fever (CF).

METHODS: The sample consisted of 30 patients in the chronic phase of CF. The sites analyzed were the interphalangeal (IP), metacarpophalangeal (MCP) and wrist/mediocarpal (WMC) joints and periarticular soft tissue. The interval between the PE and imaging tests was 7 days, and the interval between US and MRI was 2 days. The kappa coefficient was calculated to estimate the agreement between the PE and US and MRI findings and between the US and MRI findings.

RESULTS: Significant agreement was observed between PE and US in the diagnosis of synovitis. The only statistically significant agreement between US and MRI was the finding of flexor tenosynovitis; the agreement was moderate.

CONCLUSIONS: US has great potential for use in diagnosing synovitis suspected based on a PE. The limited agreement observed between US and MRI, in turn, may suggest a complementary role of these methods.

PMID:34170018 | DOI:10.1002/jum.15766

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Nevin Manimala Statistics

Peripheral artery disease and clinical outcomes in patients with atrial fibrillation: A systematic review and meta-analysis

Clin Cardiol. 2021 Jun 25. doi: 10.1002/clc.23678. Online ahead of print.

ABSTRACT

BACKGROUND: Atrial fibrillation (AF) is the most common cardiac rhythm disturbance and leads to morbidity and mortality. Peripheral artery disease (PAD) is associated with atherosclerotic risk factors and always classified as a vascular disease and deemed to be a bad complication of AF. In patients with AF, the risk and prognostic value of PAD have not been estimated comprehensively.

HYPOTHESIS: PAD is associated with all-cause mortality, cardiovascular (CV) mortality, and other outcomes in patients with AF.

METHODS: We searched PubMed, Embase, and Cochrane Library databases for prospective studies published before April 2021 that provided outcomes data on PAD in confirmed patients with AF. Heterogeneity was estimated using the I2 statistic. The fixed-effects model was used for low to moderate heterogeneity studies, and the random-effects model was used for high heterogeneity studies.

RESULTS: Eight prospective studies (Newcastle-Ottawa score range, 7-8) with 39 654 patients were enrolled. We found a significant association between PAD and all-cause mortality (hazard ratio [HR], 1.42; 95% confidence interval [CI], 1.25-1.62; p < .001), CV mortality (HR, 1.64; 95% CI, 1.32-2.05; p < .001) and MACE (HR, 1.75; 95% CI, 1.38-2.22; p < .001) in patients with AF. No significant relationship was found in major bleeding (HR, 1.22; 95% CI, 0.95-1.57; p = 0.118), myocardial infarction (MI) (HR, 2.07; 95% CI, 1.17-3.67; p = .038), and stroke (HR, 1.14; 95% CI, 0.87-1.50, p = 0.351).

CONCLUSIONS: PAD is associated with an increased risk of all-cause mortality, CV mortality, and MACE in patients with AF. However, no significant association was found with major bleeding, MI, and stroke.

PMID:34170015 | DOI:10.1002/clc.23678

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Nevin Manimala Statistics

AN INVESTIGATION OF THE MORPHOMETRY AND LOCALIZATION OF THE FORAMEN OVALE AND ROTUNDUM IN ASYMPTOMATIC INDIVIDUALS AND PATIENTS WITH TRIGEMINAL NEURALGIA

Turk Neurosurg. 2021 Apr 13. doi: 10.5137/1019-5149.JTN.33760-21.3. Online ahead of print.

ABSTRACT

AIM: This study aimed to compare the morphometric characteristics of the foramen ovale (FO) and rotundum (FR) and their localization in the middle cranial fossa in head and neck computed tomography images in patients with trigeminal neuralgia (TN) and asymptomatic individuals.

MATERIAL AND METHODS: FO and FR length, width and area parameters were examined in 158 asymptomatic individuals and 19 patients with TN. Their location in the middle cranial fossa was determined according to the sagittal (y) axis passing through the middle of the dorsum sella and connecting the foremost point and the rearmost point of the skull, and the transverse (x) axis passing through the middle of this axis. In comparisons with asymptomatic individuals, data on the painful side of patients with trigeminal neuralgia were used.

RESULTS: The mean width of the FO and its distance from the transverse axis were determined 3.36±0.79 mm and 1.44±0.39 mm in asymptomatic individuals, 2.88±0.83 mm and 1.23±0.45 in TN patients, respectively. These FO parameters were statistically significantly smaller in patients with TN. In asymptomatic individuals, while the mean width of the FR was determined to be 2.05±0.48 mm, the mean length was 2.14±0.47 mm, and its distance to the transverse axis and sagittal axis was found to be 2.65±0.35 mm and 1.96±0.25 mm, respectively. In patients with TN, while the mean width of the FR was revealed to be 1.77±0.46 mm, the mean length was 1.78±0.42 mm, and its distance to the transverse axis and sagittal axis was found to be 2.33±0.40 mm and 1.87±0.16 mm, respectively. These FR parameters were statistically significantly smaller in patients with TN.

CONCLUSION: The fact that the dimensions of the FO and FR and their distances to the sagittal and transverse axes were statistically significantly smaller in patients with TN suggested that it may be one of the causes of TN.

PMID:34170000 | DOI:10.5137/1019-5149.JTN.33760-21.3