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Nevin Manimala Statistics

Bridging Rare and Abundant Bacteria with Ecosystem Multifunctionality in Salinized Agricultural Soils: from Community Diversity to Environmental Adaptation

mSystems. 2021 Mar 30;6(2):e01221-20. doi: 10.1128/mSystems.01221-20.

ABSTRACT

Bacterial diversity and ecosystem multifunctionality (EMF) vary along environmental gradients. However, little is known about interconnections between EMF and taxonomic and phylogenetic diversities of rare and abundant bacteria. Using MiSeq sequencing and multiple statistical analyses, we evaluated the maintenance of taxonomic and phylogenetic diversities of rare and abundant bacteria and their contributions to EMF in salinized agricultural soils (0.09 to 19.91 dS/m). Rare bacteria exhibited closer phylogenetic clustering and broader environmental breadths than abundant ones, while abundant bacteria showed higher functional redundancies and stronger phylogenetic signals of ecological preferences than rare ones. Variable selection (86.7%) dominated rare bacterial community assembly, and dispersal limitation (54.7%) and variable selection (24.5%) determined abundant bacterial community assembly. Salinity played a decisive role in mediating the balance between stochastic and deterministic processes and showed significant effects on functions and diversities of both rare and abundant bacteria. Rare bacterial taxonomic α-diversity and abundant bacterial phylogenetic α-diversity contributed significantly to EMF, while abundant bacterial taxonomic α-diversity and rare bacterial phylogenetic α-diversity did not. Additionally, abundant rather than rare bacterial community function had a significant effect on soil EMF. These findings extend our knowledge of environmental adaptation of rare and abundant bacteria and highlight different contributions of taxonomic and phylogenetic α-diversities of rare and abundant bacteria to soil EMF.IMPORTANCE Soil salinization is a worldwide environmental problem and threatens plant productivity and microbial diversity. Understanding the generation and maintenance of microbial diversity is essential to estimate soil tillage potential via investigating ecosystem multifunctionality. Our sequence-based data showed differences in environmental adaptations of rare and abundant bacteria at taxonomic and phylogenetic levels, which led to different contributions of taxonomic and phylogenetic α-diversities of rare and abundant bacteria to soil EMF. Studying the diversity of rare and abundant bacteria and their contributions to EMF in salinized soils is critical for guiding soil restoration.

PMID:33785569 | DOI:10.1128/mSystems.01221-20

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Nevin Manimala Statistics

Transparency of results reporting for depression treatment studies in ClinicalTrials.gov: a cross-sectional study

BMJ Evid Based Med. 2021 Mar 30:bmjebm-2020-111641. doi: 10.1136/bmjebm-2020-111641. Online ahead of print.

ABSTRACT

OBJECTIVES: Depression affects an estimated 7% of the adult population at an estimated cost of over US$200 billion/year in the USA. Complete, transparent reporting of clinical trial data facilitates valid estimates of treatment efficacy. In the USA, ClinicalTrials.gov increases transparency through mandatory prospective trial registration and outcome reporting. We examined characteristics of the transparent reporting of depression treatment studies registered in ClinicalTrials.gov.

DESIGN: Cross sectional.

SETTING AND PARTICIPANTS: US-based studies identified in a search of ClinicalTrials.gov with depression as the condition, enrolling ages 18 and older, and completed between 1 January 2008 and 1 May 2019.

INTERVENTIONS: All interventions were included.

MAIN OUTCOMES AND MEASURES: The main outcome was whether any results were reported prior to 1 May 2020. Data were extracted regarding inclusion and exclusion criteria, publications related to the study and specification of hypotheses.

RESULTS: 725 studies involving 156 634 patients met inclusion criteria. 416 (57.4%) of the studies posted some results. However, statistical test results were not included in 230 studies (55.3%). Most studies had data that could have been analysed and reported. Compared with studies without results, studies with any results were more likely to have hypotheses, include drug treatment conditions, and to have publications related to the study.

CONCLUSIONS: Required study registration does not always result in transparent outcome reporting. Better compliance with mandated reporting and improved reporting standards would facilitate a more comprehensive representation of depression treatment research.

PMID:33785513 | DOI:10.1136/bmjebm-2020-111641

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Nevin Manimala Statistics

Improving Isotonic Maintenance Intravenous Fluid Use at a Tertiary Children’s Hospital

Hosp Pediatr. 2021 Mar 30:hpeds.2020-003673. doi: 10.1542/hpeds.2020-003673. Online ahead of print.

ABSTRACT

OBJECTIVES: Maintenance intravenous fluids (IVFs) are routinely used in the care of hospitalized children. The American Academy of Pediatrics (AAP) published clinical practice guidelines in November 2018 that recommended the use of isotonic maintenance IVF. Our primary aim was to increase the proportion of hospital days pediatric inpatients were exclusively administered isotonic maintenance IVF to ≥80% by May 2020 at our institution.

METHODS: We conducted a single-center quality improvement (QI) study as part of an AAP collaborative. An interdisciplinary team led QI interventions including providing targeted education to clinicians, integrating guideline recommendations into the electronic medical record, engaging hospital leaders, and providing performance data to clinicians. Our study population included children ages 28 days to 18 years admitted to inpatient wards. Our primary outcome was the proportion of hospital days with exclusive isotonic maintenance IVF use. Balancing measures included transfers to the ICU, ordering of serum sodium laboratory tests, and adverse events. Data were analyzed by using statistical process control.

RESULTS: We analyzed 500 hospital admissions and found a significant increase in exclusive isotonic IVF use (63% to 95%) within 9 months of starting our QI intervention. We found no significant changes in balancing measures (serum sodium laboratory tests [24% to 25%], ICU transfer [0.3% to 1%], adverse events [0.3% to 1%]).

CONCLUSIONS: Our interdisciplinary QI team led interventions that were associated with significant improvements in isotonic IVF use, in accordance with AAP clinical practice guidelines. With our study, we provide detailed guidance on successful interventions for implementing this evidence-based guideline.

PMID:33785518 | DOI:10.1542/hpeds.2020-003673

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Nevin Manimala Statistics

Mortality in adolescent trauma: a comparison of children’s, mixed and adult major trauma centres

Emerg Med J. 2021 Mar 30:emermed-2020-210384. doi: 10.1136/emermed-2020-210384. Online ahead of print.

ABSTRACT

OBJECTIVE: We aimed to compare adolescent mortality rates between different types of major trauma centre (MTC or level 1; adult, children’s and mixed).

METHODS: Data were obtained from TARN (Trauma Audit Research Network) from English sites over a 6-year period (2012-2018), with adolescence defined as 10-24.99 years. Results are presented using descriptive statistics. Patient characteristics were compared using the Kruskal-Wallis test with Dunn’s post-hoc analysis for pairwise comparison and χ2 test for categorical variables.

RESULTS: 21 033 cases met inclusion criteria. Trauma-related 30-day crude mortality rates by MTC type were 2.5% (children’s), 4.4% (mixed) and 4.9% (adult). Logistic regression accounting for injury severity, mechanism of injury, physiological parameters and ‘hospital ID’, resulted in adjusted odds of mortality of 2.41 (95% CI 1.31 to 4.43; p=0.005) and 1.85 (95% CI 1.03 to 3.35; p=0.041) in adult and mixed MTCs, respectively when compared with children’s MTCs. In three subgroup analyses the same trend was noted. In adolescents aged 14-17.99 years old, those managed in a children’s MTC had the lowest mortality rate at 2.5%, compared with 4.9% in adult MTCs and 4.4% in mixed MTCs (no statistical difference between children’s and mixed). In cases of major trauma (Injury Severity Score >15) the adjusted odds of mortality were also greater in the mixed and adult MTC groups when compared with the children’s MTC. Median length of stay (LoS) and intensive care unit LoS were comparable for all MTC types. Patients managed in children’s MTCs were less likely to have a CT scan (46.2% vs 62.8% mixed vs 64% adult).

CONCLUSIONS: Children’s MTC have lower crude and adjusted 30-day mortality rates for adolescent trauma. Further research is required in this field to identify the factors that may have influenced these findings.

PMID:33785487 | DOI:10.1136/emermed-2020-210384

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Nevin Manimala Statistics

Systematic Review and Meta-analysis: Effectiveness of Wraparound Care Coordination for Children and Adolescents

J Am Acad Child Adolesc Psychiatry. 2021 Mar 22:S0890-8567(21)00155-6. doi: 10.1016/j.jaac.2021.02.022. Online ahead of print.

ABSTRACT

OBJECTIVE: Wraparound is a common method for coordinating care for children and adolescents with serious emotional disorders (SED), with nearly 100,000 youth served annually in the U.S. The current systematic review and meta-analysis estimated effects on youth outcomes (symptoms, functioning, school, juvenile justice, and residential placement) and costs.

METHOD: A literature search identified 17 peer-reviewed and grey literature studies meeting criteria, which were coded on characteristics of sample, design, implementation, and outcomes. Random effects modeling was conducted using Comprehensive Meta-Analysis Version 3.0. Effect sizes were calculated using Hedges’ g. Homogeneity of effects were assessed using Q statistics.

RESULTS: Medium-sized effects favored Wraparound-enrolled youth for costs (g =.391, CI = [.282, .500], p < .001), residential outcomes (g = .413, CI = [.176, .650], p = .001), and school functioning (g = .397, CI = [.106, .688], p = .007); small effects were found for mental health symptoms (g = .358, CI = [.030, .687], p = .033) and functioning (g = .315, CI = [.086, .545], p = .007). Larger effects were found for peer-reviewed studies, quasi-experimental designs, samples with a larger percentage of youth of color, and Wraparound conditions with higher fidelity.

CONCLUSION: Results indicate positive effects for Wraparound, especially for maintaining youth with SED in home and community. However, many studies showed methodological weaknesses and fidelity measurement was largely absent, suggesting a need for additional research. Nonetheless, the results should aid decisions around resource allocation, referral practices, and system partnerships among child psychiatrists and other behavioral health professionals.

PMID:33785404 | DOI:10.1016/j.jaac.2021.02.022

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Nevin Manimala Statistics

Macular vessel density in patients recovered from COVID-19 disease

Photodiagnosis Photodyn Ther. 2021 Mar 27:102267. doi: 10.1016/j.pdpdt.2021.102267. Online ahead of print.

ABSTRACT

PURPOSE: The purpose is to evaluate macular vascular densities (VDs) using optical coherence tomography angiography (OCTA) in patients affected by coronavirus disease-2019 (COVID-19).

METHODS: The superficial (SF) and deep macular VD of 50 patients with SARS CoV2 pneumonia who had positive polymerase chain reaction (PCR) tests and who recovered after receiving treatment and 55 healthy age- and gender-matched controls were compared using OCTA. Blood inflammation parameters were also recorded.

RESULTS: There was no statistically significant difference between the two groups in terms of age and gender (p = 0.147 and p = 0.504, respectively). Nor was there a difference with respect to smokers between the two groups (p = 0.231). In COVID-19 patients, the VDs in superior hemi quadrant, superior quadrant and inferior quadrant, were significantly lower (p = 0.033, p = 0.029 and p = 0.042, respectively) in superficial plexus. It was also significantly lower in parafovea, superior hemi and superior quadrants (p = 0.026, p < 0.001 and p = 0.004, respectively) in deep plexus. In addition, white blood cell and neutrophil counts were significantly negatively correlated with the VD of the deep parafovea, deep superior quadrant and deep superior hemi quadrant (p < 0.05). There was no difference between the patient and control groups in both superficial and deep foveal avascular zone (FAZ) (p = 0.101 and p = 0.691 respectively) CONCLUSION: In COVID-19 disease, VD is low in some sectors in both SF and deep layers, but no change in FAZ. The effect of COVID 19 disease on the retina and whether it makes the retina sensitive to damage can only be understood with long-term follow-up.

PMID:33785439 | DOI:10.1016/j.pdpdt.2021.102267

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Nevin Manimala Statistics

Assessment of Lens Autofluorescence in Patients with Well-Controlled Essential Hypertension and those with Renal Failure secondary to Hypertension and have Undergoing Hemodialysis

Photodiagnosis Photodyn Ther. 2021 Mar 27:102268. doi: 10.1016/j.pdpdt.2021.102268. Online ahead of print.

ABSTRACT

PURPOSE: To compare the lens autofluorescence (AF) levels among patients with end-stage renal failure and undergoing hemodialysis secondary to hypertension, patients with well-controlled hypertension, and healthy controls.

METHOD: This study was a prospective, cross-sectional, comparative study conducted between February and April 2018. Two groups of patients and a group of healthy individuals were included in the study. The first group of patients included individuals with a renal insufficiency due to essential hypertension who underwent regular hemodialysis treatment (dialysis group). The second group included patients with well-controlled essential hypertension (hypertension group). Lens autofluorescence was measured via a scanning confocal lens fluorescence biomicroscope optical system for all participants. The measurement of fluorescence ratio is given as a numerical data. The AF results were compared in all groups.

RESULTS: The study included 87 individuals. There were 29 individuals (33.3%) in the dialysis group, 30 (34.5%) in the hypertension group, and 28 (32.2%) in the healthy group. The mean fluorescence ratio(FR) was 0.20 ± 0.06, 0.20 ± 0.04, and 0.17 ± 0.04 in the dialysis, hypertension, and healthy groups respectively. There was a significant difference in the mean FR measurements between the three groups (p = .004). As a result of a binary comparison, mean FR values for patients in the dialysis group were higher (0.20 ± 0.06) than for healthy individuals (0.17 ± 0.04), which was statistically significant (p = .025). Mean FR measurements of hypertensive patients were higher (0.20 ± 0.04) than healthy individuals (0.17 ± 0.04), which was also statistically significant (p = .02). However, there was no statistically significant difference among the mean FR measurements between the hypertension and dialysis groups (p = .63).

CONCLUSION: We demonstrated that lens autofluorescence increased in both patients with renal failure undergoing hemodialysis and those with well-controlled hypertension. The mean lens autofluorescence levels were significantly higher in both patient groups than the healthy control group.

PMID:33785443 | DOI:10.1016/j.pdpdt.2021.102268

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Nevin Manimala Statistics

Discovery and validation of quality markers of Fructus Aurantii against acetylcholinesterase using metabolomics and bioactivity assays

J Sep Sci. 2021 Mar 30. doi: 10.1002/jssc.202001190. Online ahead of print.

ABSTRACT

Fructus Aurantii is a traditional medicated diet in East Asia. To determine the underlying chemical markers responsible for the quality and efficacy of Fructus Aurantii, a sensitive metabolomic method was applied to distinguish Fructus Aurantii in Jiangxi Province from other two geographical locations (Hunan Province and Chongqi City) in China. In the present study, multivariate analyses were adopted to compare chemical compositions in 21 batches of Fructus Aurantii samples. Among three geographical origins, 23 differential compounds were structurally identified. Serum pharmacochemistry exhibited that 22 components could be detected in rat serum. Six differential and absorbed components were selected as six potential markers. Statistical analysis of the effects of six potential markers on the quality of Fructus Aurantii revealed that the content of markers varied widely in three origins. Six differential and absorbed components were evaluated further biological activity. Neohesperidin, naringin and meranzin showed inhibitory effect on acetylcholinesterase that regulates gastrointestinal motility in vitro and in silico, suggesting that these three components may be determined as the active biomarkers of Fructus Aurantii. These findings demonstrate the potential of biomarkers for identification and quality control of Fructus Aurantii. This article is protected by copyright. All rights reserved.

PMID:33784419 | DOI:10.1002/jssc.202001190

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Nevin Manimala Statistics

A dynamic prognostic nomogram to predict the benefit from surgical treatment modality for patients with laryngeal squamous cell carcinoma

Head Neck. 2021 Mar 30. doi: 10.1002/hed.26683. Online ahead of print.

ABSTRACT

BACKGROUND: Although nonsurgical treatment strategy is increasingly adopted in patients with locoregionally advanced laryngeal squamous cell carcinoma (LSCC), survival disparities were reported between surgical treatment modality and organ preservation protocols, highlighting the great importance for accurate patients’ selection.

METHOD: This secondary analysis used data from the Surveillance, Epidemiology, and End Results database between 2010 and 2015 with follow-up data up to 2018. We developed and validated a dynamic prognostic nomogram for overall survival (OS) in 4237 patients with LSCC and subgroup of 2087 patients with locoregionally advanced laryngeal squamous cell carcinoma (LALSCC). Based on the total risk score derived from the dynamic nomogram, two well-matched risk groups (i.e., low- and high-risk) were created via X-tile software and 1-to-1 propensity score matching (PSM); surgical treatment modality was compared with nonsurgical one in each risk group.

RESULTS: A more accurate and convenient dynamic prognostic nomogram based on age, marital status, T category, N category, M category, tumor size, and tumor differentiation was developed and validated, of which the predictive performance was superior to that of TNM staging system. For high-risk LALSCC selected by the dynamic nomogram, after 1-to-1 PSM, significantly improved OS was observed in patients with receiving surgical treatment compared to those receipt of nonsurgical management (restricted mean survival time at 36-month: 26.6 vs 22.7, p < 0.001; restricted mean survival time at 60-month: 36.7 vs 31.0, p = 0.003).

CONCLUSION: We establish and validate a more accurate and convenient dynamic prognostic nomogram for patients with LSCC, which may predict the benefit from surgical treatment modality for patients with high-risk LALSCC.

PMID:33784432 | DOI:10.1002/hed.26683

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Nevin Manimala Statistics

Clinical, immunologic and virologic outcomes of children and adolescents receiving second line anti-retroviral therapy in two referral hospitals in Addis Ababa, Ethiopia

PLoS One. 2021 Mar 30;16(3):e0249085. doi: 10.1371/journal.pone.0249085. eCollection 2021.

ABSTRACT

BACKGROUND: Ethiopia launched free access for antiretroviral therapy in 2005. The number of patients on second line antiretroviral treatment has increased with each passing year. The objectives of this study were to describe the clinical, immunological and virologic outcomes of children and adolescents receiving second line anti-retroviral therapy in two referral hospitals, Yekatit 12 and Zewditu Memorial Hospitals, in Addis Ababa, Ethiopia.

METHODS: This was a hospital based retrospective cohort study conducted among children and adolescents aged 18 years and less and receiving a second line antiretroviral drugs. Data was collected using structured questionnaires. Means and percentages were used for nominal variables. Statistical analysis was made using statistical software-SPSS 23.0. Kaplan Meier analysis, long rank test and multivariate Cox proportion model were used to identify factors affecting survival.

RESULTS: A total of 75 children and adolescents were studied with a mean age of 13.28 years (SD: 4) with a mean treatment period on second line regimens of 35.2 months (SD: 21.8 months). Forty-eight participants were experiencing successful measures (in all three parameters) for their second line anti-retroviral treatment. Ten had virologic treatment failure while seven had died. Both treatment failure and death rates were higher within the first two years of treatment. Poor treatment adherence (Adjusted hazard ratio: 5.1 (95% CI: 1.1-23.2; p-value = 0.02)) and advanced World Health Organization clinical stage at start of the second line antiretrovirals (Adjusted hazard ratio: 7.51 (95% CI: 1.35-18.02; p-value = 0.002)) correlated significantly with survival of children and adolescents receiving treatment.

CONCLUSIONS: The study describes clinical, immunological and virologic outcomes of second line antiretroviral treatment in a pediatric cohort under care in two hospitals in Addis Ababa, Ethiopia. Poor adherence and pre-treatment advanced clinical stages were predictors of survival.

PMID:33784335 | DOI:10.1371/journal.pone.0249085