106 research outputs found

    Estimating the Respective Contributions of Human and Viral Genetic Variation to HIV Control

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    We evaluated the fraction of variation in HIV-1 set point viral load attributable to viral or human genetic factors by using joint host/pathogen genetic data from 541 HIV infected individuals. We show that viral genetic diversity explains 29% of the variation in viral load while host factors explain 8.4%. Using a joint model including both host and viral effects, we estimate a total of 30% heritability, indicating that most of the host effects are reflected in viral sequence variation

    Highly Accurate Structure-Based Prediction of HIV-1 Coreceptor Usage Suggests Intermolecular Interactions Driving Tropism

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    HIV-1 entry into host cells is mediated by interactions between the V3-loop of viral glycoprotein gp120 and chemokine receptor CCR5 or CXCR4, collectively known as HIV-1 coreceptors. Accurate genotypic prediction of coreceptor usage is of significant clinical interest and determination of the factors driving tropism has been the focus of extensive study. We have developed a method based on nonlinear support vector machines to elucidate the interacting residue pairs driving coreceptor usage and provide highly accurate coreceptor usage predictions. Our models utilize centroid-centroid interaction energies from computationally derived structures of the V3-loop:coreceptor complexes as primary features, while additional features based on established rules regarding V3-loop sequences are also investigated. We tested our method on 2455 V3-loop sequences of various lengths and subtypes, and produce a median area under the receiver operator curve of 0.977 based on 500 runs of 10-fold cross validation. Our study is the first to elucidate a small set of specific interacting residue pairs between the V3-loop and coreceptors capable of predicting coreceptor usage with high accuracy across major HIV-1 subtypes. The developed method has been implemented as a web tool named CRUSH, CoReceptor USage prediction for HIV-1, which is available at http://ares.tamu.edu/CRUSH/

    The British economy [March 1989]

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    Evidence is mixed on whether growth in the economy is beginning to turn down. Nevertheless, the growth of GDP is forecast to fall from last year's high of 4.5% to 2.5% this year. Inflationary expectations are the most immediate cause for concern. But following the Budget there is concern that a relatively restrictive fiscal stance may bear down too heavily on output and employment during the next year

    Outlook and appraisal [March 1989]

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    The Scottish economy is standing up surprisingly well to last year's interest rate rises. Retailing and wholesaling are showing signs of reduced optimism but sales remain strong if below expectations. Manufacturing and Construction remain buoyant. Investment is particularly strong. However, with demand in both the World and British economies falling during 1989, Scotland should be similarly affected. But there are indications that Scottish economic performance might hold up better to such a downturn than on previous occasions. Nevertheless, the outlook does very much depend on whether the current inflationary pressure in Britain can be reduced without the economy being tipped into recession. The probability of a stagflationary outcome appears somewhat greater than when we last reported

    The world economy [March 1989]

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    Growth in the world economy remained strong at the end of last year producing an outturn of around 4% for 1988 as a whole. By the turn of the year there were indications that the down-turn expected in 1989 was already starting to occur in some countries. Yet indications that growth in the world economy may be turning down have not been sufficient to dampen inflationary pressure, nor expectations of a deterioration in inflation rates during 1989. Monetary and fiscal policy have been tightened in several key countries in response to inflationary expectations. This general tightening of policy is expected to contribute to a lowering of world economic growth during 1989 to around 3% and to a moderation of inflation in 1990, but will do little to accelerate the removal of the world's financial imbalances

    The Scottish economy [March 1989]

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    This edition of the Commentary contains the first set of figures derived from the rebased index of production and construction. These are based on 1985 = 100 rather than 1980 = 100. However, the rebasing involves much more than simply setting 1985 as the base year, and the purpose of this note is to highlight some of the issues raised by the rebasing. A forthcoming Industry Department for Scotland statistical bulletin will explain the changes in full detail

    The Time is Gone!? Pink Floyds "Time" (1973)

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    This paper provides a hermeneutic approach on Pink Floyds popular song "Time" from 1973s album Dark Side Of The Moon. The primary aim of this examination is the analysis of the conceptual connection of music and lyrics in this song. Moreover, derivation of semantic meaning potential is used to form an intersubjectively verifiable song interpretation. All in all, the main results of this analysis suggest a close connection of the songs musical parameters, i.e. form, harmony, melody, rhythm as well as sound, and its lyrical theme: (1) first the musique concrète in the songs introduction and the subsequent instrumental passage establish evident semantic relations to the following lyrical theme of fleeting time, (2) a devils circle of transitoriness of life is presented in the songs lyrics and is musically mirrored by periodic formal and harmonic repetitions, (3) the ambivalence of the bridges negative lyrics in combination with the sweet melodic thirds in the vocals suggests a melancholic atmosphere, (4) the lyrics description of a human life from birth to death is reflected in the formal structure and the harmony of »Time« as well as in the conceptual arrangement of Dark Side Of The Moons first LP-side from »Speak To Me« to »The Great Gig In The Sky«

    The 'dirty dozen' of freshwater science: detecting then reconciling hydrological data biases and errors

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    Sound water policy and management rests on sound hydrometeorological and ecological data. Conversely, unrepresentative, poorly collected, or erroneously archived data introduce uncertainty regarding the magnitude, rate, and direction of environmental change, in addition to undermining confidence in decision-making processes. Unfortunately, data biases and errors can enter the information flow at various stages, starting with site selection, instrumentation, sampling/measurement procedures, postprocessing and ending with archiving systems. Techniques such as visual inspection of raw data, graphical representation, and comparison between sites, outlier, and trend detection, and referral to metadata can all help uncover spurious data. Tell-tale signs of ambiguous and/or anomalous data are highlighted using 12 carefully chosen cases drawn mainly from hydrology (‘the dirty dozen’). These include evidence of changes in site or local conditions (due to land management, river regulation, or urbanization); modifications to instrumentation or inconsistent observer behavior; mismatched or misrepresentative sampling in space and time; treatment of missing values, postprocessing and data storage errors. Also for raising awareness of pitfalls, recommendations are provided for uncovering lapses in data quality after the information has been gathered. It is noted that error detection and attribution are more problematic for very large data sets, where observation networks are automated, or when various information sources have been combined. In these cases, more holistic indicators of data integrity are needed that reflect the overall information life-cycle and application(s) of the hydrological data

    Thrombolytic removal of intraventricular haemorrhage in treatment of severe stroke: results of the randomised, multicentre, multiregion, placebo-controlled CLEAR III trial

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    Background: Intraventricular haemorrhage is a subtype of intracerebral haemorrhage, with 50% mortality and serious disability for survivors. We aimed to test whether attempting to remove intraventricular haemorrhage with alteplase versus saline irrigation improved functional outcome. Methods: In this randomised, double-blinded, placebo-controlled, multiregional trial (CLEAR III), participants with a routinely placed extraventricular drain, in the intensive care unit with stable, non-traumatic intracerebral haemorrhage volume less than 30 mL, intraventricular haemorrhage obstructing the 3rd or 4th ventricles, and no underlying pathology were adaptively randomly assigned (1:1), via a web-based system to receive up to 12 doses, 8 h apart of 1 mg of alteplase or 0·9% saline via the extraventricular drain. The treating physician, clinical research staff, and participants were masked to treatment assignment. CT scans were obtained every 24 h throughout dosing. The primary efficacy outcome was good functional outcome, defined as a modified Rankin Scale score (mRS) of 3 or less at 180 days per central adjudication by blinded evaluators. This study is registered with ClinicalTrials.gov, NCT00784134. Findings: Between Sept 18, 2009, and Jan 13, 2015, 500 patients were randomised: 249 to the alteplase group and 251 to the saline group. 180-day follow-up data were available for analysis from 246 of 249 participants in the alteplase group and 245 of 251 participants in the placebo group. The primary efficacy outcome was similar in each group (good outcome in alteplase group 48% vs saline 45%; risk ratio [RR] 1·06 [95% CI 0·88–1·28; p=0·554]). A difference of 3·5% (RR 1·08 [95% CI 0·90–1·29], p=0·420) was found after adjustment for intraventricular haemorrhage size and thalamic intracerebral haemorrhage. At 180 days, the treatment group had lower case fatality (46 [18%] vs saline 73 [29%], hazard ratio 0·60 [95% CI 0·41–0·86], p=0·006), but a greater proportion with mRS 5 (42 [17%] vs 21 [9%]; RR 1·99 [95% CI 1·22–3·26], p=0·007). Ventriculitis (17 [7%] alteplase vs 31 [12%] saline; RR 0·55 [95% CI 0·31–0·97], p=0·048) and serious adverse events (114 [46%] alteplase vs 151 [60%] saline; RR 0·76 [95% CI 0·64–0·90], p=0·002) were less frequent with alteplase treatment. Symptomatic bleeding (six [2%] in the alteplase group vs five [2%] in the saline group; RR 1·21 [95% CI 0·37–3·91], p=0·771) was similar. Interpretation: In patients with intraventricular haemorrhage and a routine extraventricular drain, irrigation with alteplase did not substantially improve functional outcomes at the mRS 3 cutoff compared with irrigation with saline. Protocol-based use of alteplase with extraventricular drain seems safe. Future investigation is needed to determine whether a greater frequency of complete intraventricular haemorrhage removal via alteplase produces gains in functional status

    The “dirty dozen” of freshwater science: Detecting then reconciling hydrological data biases and errors

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    Sound water policy and management rests on sound hydrometeorological and ecological data. Conversely, unrepresentative, poorly collected or erroneously archived data introduces uncertainty regarding the magnitude, rate and direction of environmental change, in addition to undermining confidence in decision-making processes. Unfortunately, data biases and errors can enter the information flow at various stages, starting with site selection, instrumentation, sampling/ measurement procedures, post-processing and ending with archiving systems. Techniques such as visual inspection of raw data, graphical representation and comparison between sites, outlier and trend detection, and referral to metadata can all help uncover spurious data. Tell-tale signs of ambiguous and/or anomalous data are highlighted using 12 carefully chosen cases drawn mainly from hydrology (‘the dirty dozen’). These include evidence of changes in site or local conditions (due to land management, river regulation or urbanisation); modifications to instrumentation or inconsistent observer behaviour; mismatched or misrepresentative sampling in space and time; treatment of missing values, post-processing and data storage errors. As well as raising awareness of pitfalls, recommendations are provided for uncovering lapses in data quality after the information has been gathered. It is noted that error detection and attribution are more problematic for very large data sets, where observation networks are automated, or when various information sources have been combined. In these cases, more holistic indicators of data integrity are needed that reflect the overall information life-cycle and application(s) of the hydrological data
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