Deepm5C: A deep-learning-based hybrid framework for identifying human RNA N5-methylcytosine sites using a stacking strategy

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The shape of stress: the use of frequent sampling to measure temporal variation in S‐IgA levels during acute stress

Previous studies have indicated that statistically significant increases in Secretory immunoglobulin A (S‐IgA) can be achieved in as little as 5min as a result of mental stress. However, the temporal resolution of these changes is low and therefore the rate and pattern of changes during the stress task and during subsequent recovery is unclear. A within‐subjects design was used to examine levels of S‐IgA before, during and after a short (8 min) mental stress task. S‐IgA was measured from saliva samples obtained every 2 min during the entire 30‐min session. Significant increases in S‐IgA concentration were observed as early as the task instruction period, with additional increases during the stress task itself. The data also show a rapid recovery of S‐IgA, with a return to baseline levels within 6 min. Results suggest that S‐IgA changes can occur very rapidly and that the observed increases are short‐lived. Copyright © 2007 John Wiley & Sons, Ltd.     

广西武鸣华侨农场心血管病危险因素的调查研究

对广西武鸣华侨农场4158人进行基线普查,410人进行膳食调查和作8小时夜尿电解质测定,并将高血压低发区广西的资料与高发区的北京作对比.结果显示,体重指数高是高血压一个重要的危险因素,而体重过重又与膳食中摄入碳水化合物和总热量大有关.另一主要的危险因素是钠,膳食中摄入钠高,尿Na和Na/K比值高者,血压水平和高血压的患病率亦高.     

Role of gonadotrophin releasing hormone baseline concentrations in the control of pituitary gonadotrophin and ovarian steroid secretion in the pseudopregnant rat

To study the effect of moderately elevated gonadotrophin releasinghormone (GnRH) baseline concentrations during the luteal andthe follicular phase, pseudopregnant rats were infused s.c withGnRH at several doses for 5 days. These rats were also treatedwith oestradiol or sham-treated during the last 3 days of GnRHtreatment GnRH infusions started on day 7 or day 3 of the lutealphase of the ovulatory cycle; in the rat, the luteal phase orpseudopregnancy lasts about 10 days. Luteinizing hormone (LH)and follicle stimulating hormone (FSH) responses were inducedby i.v. injection of GnRH on day 12 (after expected luteolysis)or on day 8 (before expected luteolysis). In normal rats theLH and FSH responses induced by GnRH on day 12 were higher thanon day 8 (160 and 50% respectively). In GnRH-infused rats theLH and FSH responses were not increased. In these rats the lutealphase was extended (the plasma progesterone concentrations remainedhigh) and the onset of the follicular phase was postponed (plasmaoestrogen concentrations did not increase). Oestradiol increasedthe day 12 LH and FSH responses; this effect of oestradiol wassuppressed by GnRH infusion. On day 8, exogenous oestradiolalso increased the LH and FSH responses, but again the effectof oestradiol was suppressed when the animals were concomitantlyinfused with GnRH. These data may suggest that in the rat, GnRHbaseline concentrations participate in the neuroendocrine systemcontrolling gonadotrophin secretion and hence the ovulatorycycle.     

Baseline CD4 T Cell Level Predicts Recovery Rate after Initiation of ART in HIV Infected Nigerians

The most characteristic immunologic disorder in HIV infection is the progressive loss of CD4 T lymphocytes, thus, it remains the most important and commonly used marker for monitoring of immune status of HIV-infected individuals. This study monitored CD4 T lymphocyte cell dynamics among HIV patients on ART, and consequently defined an optimal baseline level required for enhanced ARV treatment. Ninety-eight (M = 33; F = 65) out of 106 consenting HIV-infected ARV-naïve patients enrolled and monitored for 24 months were considered in the analysis. The patients were classified into four groups based on baseline CD4 T lymphocyte cell levels, and specific parameters were evaluated at interval. Median CD4 T lymphocyte increased from 114 (Range: 6–330) at baseline to highest 357 (Range: 15–1036) cells/μL at 18 months of therapy. Fifty (51.0%), 58(59.2%), 75(76.5%), 69(70.4%), 63(64.3%), and 69(70.4%) doubled their preceding CD4 levels during the 3^rd, 6^th, 9^th, 12^th, 18^th, and 24^th months of ART, respectively. Maximum 337, 302, 360, and 475 cells/μL of blood were attained by groups commenced on ART with baseline CD4 ≤ 50, 51–100, 101–200, and 201–350 cells/μL of blood, respectively. The results show that higher baseline CD4 T lymphocyte cell level correlates with enhanced restoration and plateau after commencement of ART.     

The impact of baseline covariates on the efficiency of statistical analyses of crossover designs

We investigate the impact of baseline covariates on the efficiency of statistical analyses of crossover designs. For practical considerations, we contemplate two different baseline methods: study baselines and period‐dependent baselines. For each baseline method, we establish analytical upper bounds for the relative efficiency of a large class of crossover designs, the totally balanced designs, under a model with the baseline covariates as compared with the model without the baseline covariates. We present numerical details based on these bounds for assorted scenarios and reveal implications of these results. Copyright © 2012 John Wiley & Sons, Ltd.     

Large-scale analysis of interindividual variability in single and paired-pulse TMS data

ObjectiveThis study brought together over 60 transcranial magnetic stimulation (TMS) researchers to create the largest known sample of individual participant single and paired-pulse TMS data to date, enabling a more comprehensive evaluation of factors driving response variability.MethodsAuthors of previously published studies were contacted and asked to share deidentified individual TMS data. Mixed-effects regression investigated a range of individual and study level variables for their contribution to variability in response to single and paired-pulse TMS data.Results687 healthy participant’s data were pooled across 35 studies. Target muscle, pulse waveform, neuronavigation use, and TMS machine significantly predicted an individual’s single-pulse TMS amplitude. Baseline motor evoked potential amplitude, motor cortex hemisphere, and motor threshold (MT) significantly predicted short-interval intracortical inhibition response. Baseline motor evoked potential amplitude, test stimulus intensity, interstimulus interval, and MT significantly predicted intracortical facilitation response. Age, hemisphere, and TMS machine significantly predicted MT.ConclusionsThis large-scale analysis has identified a number of factors influencing participants’ responses to single and paired-pulse TMS. We provide specific recommendations to minimise interindividual variability in single and paired-pulse TMS data.SignificanceThis study has used large-scale analyses to give clarity to factors driving variance in TMS data. We hope that this ongoing collaborative approach will increase standardisation of methods and thus the utility of single and paired-pulse TMS.     

Change in quality of life of medically hospitalized patients – A one-year follow-up study

Objectives: To examine changes in quality of life (QOL) among elderly medically hospitalized patients one year after hospitalization, and to explore factors associated with the changes.

Methods: A one-year follow-up study included 363 (175 men) medical inpatients with age range 65–98 (mean 80.2, SD 7.5) years. Information was collected at baseline and follow-up using the WHOQOL-BREF questionnaire assessing the physical, psychological, social and environment domain of QOL as the dependent variable, and the Mini-Mental State Examination, Lawton and Brody's scales for physical self-maintenance and instrumental activities of daily living, the Hospital Anxiety and Depression scale and assistance in living as the independent variables.

Results: The mean score of the physical domain of QOL had increased (mean change 0.6, SD 2.5; p?p?baseline. Being in need of assistance was associated with reduced QOL.

Conclusion: Good cognitive, physical and emotional health at baseline and follow-up were associated with improved QOL in previously hospitalized elderly patients independent of their need for assistance in living.