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Nevin Manimala Statistics

Early life multiple exposures and child cognitive function: A multi-centric birth cohort study in six European countries

Environ Pollut. 2021 May 24;284:117404. doi: 10.1016/j.envpol.2021.117404. Online ahead of print.

ABSTRACT

Epidemiological studies mostly focus on single environmental exposures. This study aims to systematically assess associations between a wide range of prenatal and childhood environmental exposures and cognition. The study sample included data of 1298 mother-child pairs, children were 6-11 years-old, from six European birth cohorts. We measured 87 exposures during pregnancy and 122 cross-sectionally during childhood, including air pollution, built environment, meteorology, natural spaces, traffic, noise, chemicals and life styles. The measured cognitive domains were fluid intelligence (Raven’s Coloured Progressive Matrices test, CPM), attention (Attention Network Test, ANT) and working memory (N-Back task). We used two statistical approaches to assess associations between exposure and child cognition: the exposome-wide association study (ExWAS) considering each exposure independently, and the deletion-substitution-addition algorithm (DSA) considering all exposures simultaneously to build a final multiexposure model. Based on this multiexposure model that included the exposure variables selected by ExWAS and DSA models, child organic food intake was associated with higher fluid intelligence (CPM) scores (beta = 1.18; 95% CI = 0.50, 1.87) and higher working memory (N-Back) scores (0.23; 0.05, 0.41), and child fast food intake (-1.25; -2.10, -0.40), house crowding (-0.39; -0.62, -0.16), and child environmental tobacco smoke (ETS) (-0.89; -1.42, -0.35), were all associated with lower CPM scores. Indoor PM2.5 exposure was associated with lower N-Back scores (-0.09; -0.16, -0.02). Additional associations in the unexpected direction were found: Higher prenatal mercury levels, maternal alcohol consumption and child higher perfluorooctane sulfonic acid (PFOS) levels were associated with better cognitive performance; and higher green exposure during pregnancy with lower cognitive performance. This first comprehensive and systematic study of many prenatal and childhood environmental risk factors suggests that unfavourable child nutrition, family crowdedness and child indoor air pollution and ETS exposures adversely and cross-sectionally associate with cognitive function. Unexpected associations were also observed and maybe due to confounding and reverse causality.

PMID:34077897 | DOI:10.1016/j.envpol.2021.117404

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Nevin Manimala Statistics

Pilot in-vitro study on insertion/removal performance of hand-cast, milled and 3D printed splints

J Mech Behav Biomed Mater. 2021 May 27;121:104612. doi: 10.1016/j.jmbbm.2021.104612. Online ahead of print.

ABSTRACT

OBJECTIVES: The aim of this in-vitro pilot study was to establish a splint testing method and compare insertion/removal performance of dental splints.

MATERIALS AND METHODS: 56 identical lower jaw splints (n = 8 per group) were manufactured from 2x methacrylate (MA) hand-cast (reference material), deep-drawn Polyethyleneterephthalate, combined deep-draw MA hand-cast, 2x CAD/CAM-milled MA and 3D-printed MA systems. After 10 days water storage (37 °C), cyclic pull-off and insertion performance on a metal jaw was investigated. Statistics; Shapiro-Wilk-test, one-way-ANOVA; post-hoc-Bonferroni, Kaplan-Meier-survival, α = 0.05.

RESULTS: Mean insertion/pull-off cycles varied significantly (p = 0.000) between 864 cycles (MA) and 202640 cycles (Deep Draw MA). Fracture of the splints was characterized by brittle individual fractures in the 31-34 region and most fractures in region 35 (44 of 56 splints). Finite element analysis confirmed the type and location of failure.

CONCLUSIONS: Deep-draw, cast methacrylate and combined systems showed longer insertion/pull-off system cycles in comparison to printed or milled splints. Insertion/pull-off performance showed differences between the tested splint systems and indicates the influence of the processing.

CLINICAL RELEVANCE: The presented in-vitro test allowed for estimating the clinical insertion/pull-off performance of dental splints.

PMID:34077905 | DOI:10.1016/j.jmbbm.2021.104612

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Nevin Manimala Statistics

Impact of recurrent outbreaks of Ebola virus disease in Africa: a meta-analysis of case fatality rates

Public Health. 2021 May 30;195:89-97. doi: 10.1016/j.puhe.2021.03.027. Online ahead of print.

ABSTRACT

OBJECTIVES: Between 2010 and 2020, Africa witnessed several outbreaks of Ebola virus disease (EVD), each presenting with varying case fatality rate (CFR) and other socio-economic impacts. This study aims to summarize the CFR and identify potential factors that influenced the severity of EVD outbreaks in Africa.

STUDY DESIGN: This was a systematic review and meta-analysis of EVD outbreaks published between January 2010 and March 2020, using Web of Science, Scopus, and PubMed databases.

METHODS: Only English-language articles and reports, including the number of cases and deaths during the outbreak in Africa, were considered. The quality of the included articles was assessed using Murad’s quality assessment tool. The analysis was conducted using Stata (version 12), pooled effect sizes were calculated using the random-effects model, and heterogeneity was tested for using the I2 statistic.

RESULTS: Thirteen studies with 32,300 cases and 13,727 deaths were identified, whose pooled CFR was 60% (95% confidence interval [CI]: 47-73%). The most EVD-affected countries were the Democratic Republic of Congo with five outbreaks and a pooled CFR of 65% (95% CI: 59-71%), followed by Uganda with three outbreaks and CFR of 83% (95% CI: 60-99%). Zaire ebolavirus caused the most outbreaks (10), with a CFR of 58% (95% CI: 45-71%). Besides, outbreaks with fewer than 1000 cases reported a higher CFR rate (65%, 95% CI: 54-75%) compared with those with more cases (51%, 95% CI: 33-69%).

CONCLUSION: The study has revealed a considerably high CFR caused by the recurrent EVD outbreaks in Africa. It also notes an implementation gap in the prevention and control strategies and thus identifies a need to strengthen the surveillance systems and response mechanisms to enable early detection and prompt control of future outbreaks.

PMID:34077889 | DOI:10.1016/j.puhe.2021.03.027

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Nevin Manimala Statistics

Measuring intelligibility in spontaneous speech using syllables perceived as understood

J Commun Disord. 2021 May 13;92:106108. doi: 10.1016/j.jcomdis.2021.106108. Online ahead of print.

ABSTRACT

PURPOSE: Intelligibility, the ability to convey a message by speech, is one of the most important variables in speech-language pathology. The assessment of intelligibility is a challenge especially when it comes to spontaneous speech. The aim of the study was to investigate validity and reliability of a method for assessment of intelligibility, syllables perceived as understood (SPU); a method that is more time-efficient than previous methods based on transcription, as it does not require a master transcript for reference.

METHOD: A group of 20 adult listeners transcribed stimuli consisting of spontaneous speech from 16 children (14 with speech sound disorder and two with typical speech and language development, age 4:4 to 8:1, M = 6:0). Intelligibility was calculated based on these orthographic transcripts, as a) proportion of syllables perceived as understood (SPU) and b) proportion of syllables correctly understood (SCU), with reference to a master transcript. Validity was checked through investigation of the correlation and difference between these two measures. Reliability was analysed with inter-listener reliability by intra-class correlation.

RESULTS: The correlation between SPU and SCU (the gold standard intelligibility score) was strong and statistically significant, with SPU being consistently higher than SCU. Inter-listener reliability for single measures of intra-class correlation of the assessment by syllables perceived as understood was moderate to low, whereas the inter-listener reliability for average measures of intra-class correlation was high.

CONCLUSIONS: The method based on SPU might be used for assessment of intelligibility if the median from several listeners is used or when comparing results from the same listener over time. The SPU method might therefore be a valuable tool in a clinical and research context as a more valid option than rating scales and a more time-efficient method than the gold standard SCU method. However, it should be noted that the reliability of the SPU is not as high as for the SCU.

PMID:34077891 | DOI:10.1016/j.jcomdis.2021.106108

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Nevin Manimala Statistics

Current treatments used in clinical practice for major depressive disorder and treatment resistant depression in England: A retrospective database study

J Psychiatr Res. 2021 May 22;139:172-178. doi: 10.1016/j.jpsychires.2021.05.026. Online ahead of print.

ABSTRACT

BACKGROUND: Major depressive disorder (MDD) is a chronic recurrent or episodic psychiatric illness that can be successfully treated with oral antidepressants, yet one-in-three patients do not respond to currently-available treatments. According to the FDA and EMA, patients are considered to have treatment-resistant depression (TRD) when their MDD fails to respond adequately to ≥2 successive antidepressants in a single episode.

AIMS: To describe current clinical management of patients with MDD and TRD in England, including treatment strategies and referral to secondary mental healthcare.

METHOD: A retrospective cohort study of adult patients identified in primary care with diagnosed MDD, including a TRD subgroup (≥2 treatment failures as determined by treatment dynamics) was conducted using the Clinical Practice Research Datalink GOLD primary care database linked to Hospital Episode Statistics and Mental Health Services Data Set data (Protocol 19_019R).

RESULTS: 41,375 patients with MDD (mean age 44yrs, 62% female, median follow-up 29mths); and 1,051 (3%) patients with TRD were identified. Mean time-to-TRD was 18 months. Most patients (>99%) received first-line antidepressant monotherapy. Following TRD criteria being met, antidepressant monotherapy use remained most frequent from TRD first-line (70%) to fifth-line (48%). Dual/triple antidepressant use remained constant (range:24%-26%), while augmented antidepressant use increased from TRD first-line (7%) to third-line (17%). Minimal non-pharmacological therapies were observed.

CONCLUSIONS: Despite current clinical guidelines recommending a stepwise approach, many patients frequently cycle through numerous antidepressants with similar mechanisms of action and efficacy. These findings indicate a high unmet need for new treatments that improve outcomes in these patient populations.

PMID:34077893 | DOI:10.1016/j.jpsychires.2021.05.026

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Nevin Manimala Statistics

A review of risk prediction models in cardiovascular disease: conventional approach vs. artificial intelligent approach

Comput Methods Programs Biomed. 2021 May 21;207:106190. doi: 10.1016/j.cmpb.2021.106190. Online ahead of print.

ABSTRACT

Cardiovascular disease (CVD) is the leading cause of death worldwide and is a global health issue. Traditionally, statistical models are used commonly in the risk prediction and assessment of CVD. However, the adoption of artificial intelligent (AI) approach is rapidly taking hold in the current era of technology to evaluate patient risks and predict the outcome of CVD. In this review, we outline various conventional risk scores and prediction models and do a comparison with the AI approach. The strengths and limitations of both conventional and AI approaches are discussed. Besides that, biomarker discovery related to CVD are also elucidated as the biomarkers can be used in the risk stratification as well as early detection of the disease. Moreover, problems and challenges involved in current CVD studies are explored. Lastly, future prospects of CVD risk prediction and assessment in the multi-modality of big data integrative approaches are proposed.

PMID:34077865 | DOI:10.1016/j.cmpb.2021.106190

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Nevin Manimala Statistics

Effects of non-invasive respiratory support on gas exchange and outcomes in COVID-19 outside the ICU

Respir Med. 2021 May 25;185:106481. doi: 10.1016/j.rmed.2021.106481. Online ahead of print.

ABSTRACT

Non-invasive respiratory support (NRS) outside of the ICU has played an important role in the management of COVID-19 pneumonia. There is little data to guide selection of NRS modality. We present outcomes of NRS outside the ICU and discuss the effects of NRS on gas exchange with implications for management.

PMID:34077874 | DOI:10.1016/j.rmed.2021.106481

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Nevin Manimala Statistics

Patterns of alcohol use among early head and neck cancer survivors: A cross-sectional survey study using the alcohol use disorders identification test (AUDIT)

Oral Oncol. 2021 May 30;119:105328. doi: 10.1016/j.oraloncology.2021.105328. Online ahead of print.

ABSTRACT

OBJECTIVE: Alcohol use among survivors of head and neck cancer (HNC) negatively impacts patient outcomes and is an important risk factor for recurrent and second primary tumors. Despite recommendations from several cancer societies, alcohol consumption remains a common problem in this population.

METHODS: A cross-sectional study was performed with the Alcohol Use Disorders Identification Test (AUDIT) Self-Report questionnaire. Patients with HNC completed surveys at pre-treatment and follow-up appointments every 3-6 months for at least 2-years after treatment.

RESULTS: 796 surveys were available for analysis. Most participants were male (75.7%) and had either oropharyngeal (34.5%) or laryngeal (16.7%) cancer. The percentage of alcohol drinkers decreased from 56.1% at pre-treatment to 40.4% at 0-3 months post-treatment, but then increased and surpassed baseline levels by 24 + months post-treatment (64.4%, p = 0.0079). Concurrently, moderate drinkers (AUDIT = 1 – 3) decreased from 34.2% at pre-treatment to 25.2% at 0-3 months post-treatment, but then increased and surpassed baseline levels at 24 + months post-treatment (39.7%, p = 0.0129). Trends among heavy (AUDIT > 3), and heaviest (AUDIT > 6) drinkers were similar, but not statistically significant. At 24 + months post-therapy, we observed a statistically significant increase in female users (39.1% to 63.2%, p = 0.0213) and moderate drinkers < 55 years old (43.4% to 61.9%, p = 0.0184).

CONCLUSION: Alcohol consumption in survivors of HNC transiently decreases in the immediate months after treatment, but then increases and remains largely stable by 24 months. This pattern is particularly concerning and highlights the need for timely interventions.

PMID:34077813 | DOI:10.1016/j.oraloncology.2021.105328

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Nevin Manimala Statistics

Systemic Inflammatory Response Syndrome is Associated with Hematoma Expansion in Intracerebral Hemorrhage

J Stroke Cerebrovasc Dis. 2021 May 30;30(8):105870. doi: 10.1016/j.jstrokecerebrovasdis.2021.105870. Online ahead of print.

ABSTRACT

OBJECTIVES: Systemic inflammatory response syndrome (SIRS) and hematoma expansion are independently associated with worse outcomes after intracerebral hemorrhage (ICH), but the relationship between SIRS and hematoma expansion remains unclear.

MATERIALS AND METHODS: We performed a retrospective review of patients admitted to our hospital from 2013 to 2020 with primary spontaneous ICH with at least two head CTs within the first 24 hours. The relationship between SIRS and hematoma expansion, defined as ≥6 mL or ≥33% growth between the first and second scan, was assessed using univariable and multivariable regression analysis. We assessed the relationship of hematoma expansion and SIRS on discharge mRS using mediation analysis.

RESULTS: Of 149 patients with ICH, 83 (56%; mean age 67±16; 41% female) met inclusion criteria. Of those, 44 (53%) had SIRS. Admission systolic blood pressure (SBP), temperature, antiplatelet use, platelet count, initial hematoma volume and rates of infection did not differ between groups (all p>0.05). Hematoma expansion occurred in 15/83 (18%) patients, 12 (80%) of whom also had SIRS. SIRS was significantly associated with hematoma expansion (OR 4.5, 95% CI 1.16 – 17.39, p= 0.02) on univariable analysis. The association remained statistically significant after adjusting for admission SBP and initial hematoma volume (OR 5.72, 95% CI 1.40 – 23.41, p= 0.02). There was a significant indirect effect of SIRS on discharge mRS through hematoma expansion. A significantly greater percentage of patients with SIRS had mRS 4-6 at discharge (59 vs 33%, p=0.02).

CONCLUSION: SIRS is associated with hematoma expansion of ICH within the first 24 hours, and hematoma expansion mediates the effect of SIRS on poor outcome.

PMID:34077823 | DOI:10.1016/j.jstrokecerebrovasdis.2021.105870

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Nevin Manimala Statistics

Early childhood exposure to ambient air pollution is associated with increased risk of paediatric asthma: An administrative cohort study from Stockholm, Sweden

Environ Int. 2021 May 30;155:106667. doi: 10.1016/j.envint.2021.106667. Online ahead of print.

ABSTRACT

INTRODUCTION: Asthma is a complex, heterogeneous disease and one of the most common chronic diseases among children. Exposure to ambient air pollution in early life and childhood may influence asthma aetiology, but it is uncertain which specific components of air pollution and exposure windows are of importance. The role of socio-economic status (SES) is also unclear. The aims of the present study are, therefore, to investigate how various exposure windows of different pollutants affect risk-induced asthma in early life and to explore the possible effect SES has on that relationship.

METHODS: The study population was constructed using register data on all singleton births in the greater Stockholm area between 2006 and 2013. Exposure to ambient black carbon (BC), fine particulate matter (PM2.5), primary organic carbon (pOC) secondary organic aerosols (SOA), secondary inorganic aerosols, and oxidative potential at the residential address was modelled as mean values for the entire pregnancy period, the first year of life and the first three years of life. Swedish national registers were used to define the outcome: asthma diagnosis assessed at hospital during the first six years of life. Hazard ratios (HRs) and their 95% confidence intervals (CIs) were modelled with Cox proportional hazards model with age as the underlying time-scale, adjusting for relevant potential confounding variables.

RESULTS: An increased risk for developing childhood asthma was observed in association with exposure to PM2.5, pOC and SOA during the first three years of life. With an interquartile range increase in exposure, the HRs were 1.06 (95% CI: 1.01-1.10), 1.05 (95% CI: 1.02-1.09) and 1.02 (95% CI: 1.00-1.04), for PM2.5, pOC and SOA, respectively, in the fully adjusted models. Exposure during foetal life or the first year of life was not associated with asthma risk, and the other pollutants were not statistically significantly associated with increased risk. Furthermore, the increase in risk associated with PM2.5 and the components BC, pOC and SOA were stronger in areas with lower SES.

CONCLUSION: Our results suggest that exposure to air pollution during the first three years of life may increase the risk for asthma in early childhood. The findings further imply a possible increased vulnerability to air pollution-attributed asthma among low SES children.

PMID:34077855 | DOI:10.1016/j.envint.2021.106667