Bayesian model accounting for within-class biological variability in Serial Analysis of Gene Expression (SAGE)

Abstract Background An important challenge for transcript counting methods such as Serial Analysis of Gene Expression (SAGE), "Digital Northern" or Massively Parallel Signature Sequencing (MPSS), is to carry out statistical analyses that account for the within-class variability, i.e., variability due to the intrinsic biological differences among sampled individuals of the same class, and not only variability due to technical sampling error. Results We introduce a Bayesian model that accounts for the within-class variability by means of mixture distribution. We show that the previously available approaches of aggregation in pools ("pseudo-libraries") and the Beta-Binomial model, are particular cases of the mixture model. We illustrate our method with a brain tumor vs. normal comparison using SAGE data from public databases. We show examples of tags regarded as differentially expressed with high significance if the within-class variability is ignored, but clearly not so significant if one accounts for it. Conclusion Using available information about biological replicates, one can transform a list of candidate transcripts showing differential expression to a more reliable one. Our method is freely available, under GPL/GNU copyleft, through a user friendly web-based on-line tool or as R language scripts at supplemental web-site.

A comparison of the variability of biological nutrients against depth and potential density.

The main biogeochemical nutrient distributions, along with ambient ocean temperature and the light field, control ocean biological productivity. Observations of nutrients are much sparser than physical observations of temperature and salinity, yet it is critical to validate biogeochemical models against these sparse observations if we are to successfully model biological variability and trends. Here we use data from the Bermuda Atlantic Time-series Study and the World Ocean Database 2005 to demonstrate quantitatively that over the entire globe a significant fraction of the temporal variability of phosphate, silicate and nitrate within the oceans is correlated with water density. The temporal variability of these nutrients as a function of depth is almost always greater than as a function of potential density, with he largest reductions in variability found within the main pycnocline. The greater nutrient variability as a function of depth occurs when dynamical processes vertically displace nutrient and density fields together on shorter timescales than biological adjustments. These results show that dynamical processes can have a significant impact on the instantaneous nutrient distributions. These processes must therefore be considered when modeling biogeochemical systems, when comparing such models with observations, or when assimilating data into such models.

What are the components that contribute to variability in echocardiographic measurements in aortic stenosis?

INTRODUCTION Echocardiography is the standard clinical approach for quantification of the severity of aortic stenosis (AS). A comprehensive examination of its overall reproducibility and the simultaneous estimation of its variance components by multiple operators, readers, probe applications, and beats have not been undertaken. METHOD AND RESULTS Twenty-seven subjects with AS were scanned over 7 months in the echo-department by a median of 3 different operators. From each patient and each operator multiple runs of beats from multiple probe positions were stored for later analysis by multiple readers. The coefficient of variation was 13.3%, 15.9%, 17.6%, and 20.2% for the aortic peak velocity (Vmax), and velocity time integral (VTI), and left ventricular outflow tract (LVOT) Vmax and VTI respectively. The largest individual contributors to the overall variability were the beat-to-beat variability (9.0%, 9.3%, 9.5%, 9.4% respectively) and that of inability of an individual operator to precisely apply the probe to the same position twice (8.3%, 9.4%, 12.9%, 10.7% respectively). The tracing (inter-reader) and reader (inter-reader), and operator (inter-operator) contribution were less important. CONCLUSIONS Reproducibility of measurements in AS is poorer than often reported in the literature. The source of this variability does not appear, as traditionally believed, to result from a lack of training or operator and reader specific factors. Rather the unavoidable beat-to-beat biological variability, and the inherent impossibility of applying the ultrasound probe in exactly the same position each time are the largest contributors. Consequently, guidelines suggesting greater standardisation of procedures and further training for sonographers are unlikely to result in an improvement in precision. Clinicians themselves should be wary of relying on even three-beat averages as their expected coefficient of variance is 10.3% for the peak velocity at the aortic valve.

Identification of salivary N-glycoproteins and measurement of glycosylation site occupancy by boronate glycoprotein enrichment and liquid chromatography/electrospray ionization tandem mass spectrometry

RATIONALE Diseases including cancer and congenital disorders of glycosylation have been associated with changes in the site-specific extent of protein glycosylation. Saliva can be non-invasively sampled and is rich in glycoproteins, giving it the potential to be a useful biofluid for the discovery and detection of disease biomarkers associated with changes in glycosylation. METHODS Saliva was collected from healthy individuals and glycoproteins were enriched using phenylboronic acid based glycoprotein enrichment resin. Proteins were deglycosylated with peptide-N-glycosidase F and digested with AspN or trypsin. Desalted peptides and deglycosylated peptides were separated by reversed-phase liquid chromatography and detected with on-line electrospray ionization quadrupole-time-of-flight mass spectrometry using a 5600 TripleTof instrument. Site-specific glycosylation occupancy was semi-quantitatively determined from the abundance of deglycosylated and nonglycosylated versions of each given peptide. RESULTS Glycoprotein enrichment identified 67 independent glycosylation sites from 24 unique proteins, a 3.9-fold increase in the number of glycosylation sites identified. Enrichment of glycoproteins rather than glycopeptides allowed detection of both deglycosylated and nonglycosylated versions of each peptide, and thereby robust measurement of site-specific occupancy at 21 asparagines. Healthy individuals showed limited biological variability in occupancy, with partially modified sites having characteristics consistent with inefficient glycosylation by oligosaccharyltransferase. Inclusion of negative controls without enzymatic deglycosylation controlled for spontaneous chemical deamidation, and identified asparagines previously incorrectly annotated as glycosylated. CONCLUSIONS We developed a sample preparation and mass spectrometry detection strategy for rapid and efficient measurement of site-specific glycosylation occupancy on diverse salivary glycoproteins suitable for biomarker discovery and detection of changes in glycosylation occupancy in human disease.

Proceedings of the Third Workshop on 'The Okhotsk Sea and adjacent areas'

Foreword SESSION 1 Evidence and Consequences of Decadal-Scale Climate Variation in the Okhotsk Sea and Northwestern Pacific Ocean SESSION 2 Physical and Chemical Processes in the Okhotsk Sea and Northwestern Pacific Ocean SESSION 3 Biological Variability: Evidence and Consequences SESSION 4 Anthropogenic Impacts on the Okhotsk Sea Ecosystem(s) (265 page document)

Estimacion de sexo y edad a nivel esqueletico: aplicacion forense y antropologica

[ES] La estimación del sexo y la edad son esenciales para la identificación individual de restos humanos y para el conocimiento e interpretación de la variabilidad biológica del pasado. El objetivo de este trabajo es la elaboración de un protocolo metodológico de análisis morfológico y morfométrico, para la estimación del sexo en adultos y de la edad en subadultos y adultos. Las principales metodologías incluidas en este trabajo pueden emplearse en restos esqueléticos de procedencia europea. Se realizó una revisión bibliográfica en revistas de ámbito forense y antropológico a fin de reunir un conjunto de metodologías aplicables tanto a esqueletos completos como parciales. Finalmente, en la elección de los métodos incluidos en este protocolo se tuvieron en cuenta dos criterios: la bondad de ajuste y el grado de complejidad del método.

The impact of short duration, high intensity exercise on cardiac troponin release

The aim of this study was to assess the appearance of cardiac troponins (cTnI and/or cTnT) after a short bout (30 s) of ‘all-out’ intense exercise and to determine the stability of any exercise-related cTnI release in response to repeated bouts of high intensity exercise separated by 7 days recovery. Eighteen apparently healthy, physically active, male university students completed two all-out 30 s cycle sprint, separated by 7 days. cTnI, blood lactate and catecholamine concentrations were measured before, immediately after and 24 h after each bout. Cycle performance, heart rate and blood pressure responses to exercise were also recorded. Cycle performance was modestly elevated in the second trial [6·5% increase in peak power output (PPO)]; there was no difference in the cardiovascular, lactate or catecholamine response to the two cycle trials. cTnI was not significantly elevated from baseline through recovery (Trial 1: 0·06 ± 0·04 ng ml−1, 0·05 ± 0·04 ng ml−1, 0·03 ± 0·02 ng ml−1; Trial 2: 0·02 ± 0·04 ng ml−1, 0·04 ± 0·03 ng ml−1, 0·05 ± 0·06 ng ml−1) in either trial. Very small within subject changes were not significantly correlated between the two trials (r = 0·06; P>0·05). Subsequently, short duration, high intensity exercise does not elicit a clinically relevant response in cTnI and any small alterations likely reflect the underlying biological variability of cTnI measurement within the participants.

EVALUATION OF HARMONIC MOTION ELASTOGRAPHY AND ACOUSTO-­OPTIC IMAGING FOR MONITORING LESION FORMATION BY HIGH INTENSITY FOCUSED ULTRASOUND

Malignant or benign tumors may be ablated with high‐intensity focused ultrasound (HIFU). This technique, known as focused ultrasound surgery (FUS), has been actively investigated for decades, but slow to be implemented and difficult to control due to lack of real‐time feedback during ablation. Two methods of imaging and monitoring HIFU lesions during formation were implemented simultaneously, in order to investigate the efficacy of each and to increase confidence in the detection of the lesion. The first, Acousto‐Optic Imaging (AOI) detects the increasing optical absorption and scattering in the lesion. The intensity of a diffuse optical field in illuminated tissue is mapped at the spatial resolution of an ultrasound focal spot, using the acousto‐optic effect. The second, Harmonic Motion Imaging (HMI), detects the changing stiffness in the lesion. The HIFU beam is modulated to force oscillatory motion in the tissue, and the amplitude of this motion, measured by ultrasound pulse‐echo techniques, is influenced by the stiffness. Experiments were performed on store‐bought chicken breast and freshly slaughtered bovine liver. The AOI results correlated with the onset and relative size of forming lesions much better than prior knowledge of the HIFU power and duration. For HMI, a significant artifact was discovered due to acoustic nonlinearity. The artifact was mitigated by adjusting the phase of the HIFU and imaging pulses. A more detailed model of the HMI process than previously published was made using finite element analysis. The model showed that the amplitude of harmonic motion was primarily affected by increases in acoustic attenuation and stiffness as the lesion formed and the interaction of these effects was complex and often counteracted each other. Further biological variability in tissue properties meant that changes in motion were masked by sample‐to‐sample variation. The HMI experiments predicted lesion formation in only about a quarter of the lesions made. In simultaneous AOI/HMI experiments it appeared that AOI was a more robust method for lesion detection.

VentBase:Developing a consensus among stakeholders in the deep-sea regarding environmental impact assessment for deep-sea mining-A workshop report

Mining seafloor massive sulfides for metals is an emergent industry faced with environmental management challenges. These revolve largely around limits to our current understanding of biological variability in marine systems, a challenge common to all marine environmental management. VentBase was established as a forum where academic, commercial, governmental, and non-governmental stakeholders can develop a consensus regarding the management of exploitative activities in the deep-sea. Participants advocate a precautionary approach with the incorporation of lessons learned from coastal studies. This workshop report from VentBase encourages the standardization of sampling methodologies for deep-sea environmental impact assessment. VentBase stresses the need for the collation of spatial data and importance of datasets amenable to robust statistical analyses. VentBase supports the identification of set-asides to prevent the local extirpation of vent-endemic communities and for the post-extraction recolonization of mine sites. © 2013.

Caractérisation du rôle de l’amyline (IAPP) dans le diabète de type 2 : études de dérivés peptidiques et de composés inhibiteurs de la formation d’amyloïde

L’amyloïdose, une maladie progressive et incurable, implique une vaste panoplie de pathologies et de pathogénèses, qui est expliquée par la grande variabilité biologique et structurale des protéines responsables de la formation des dépôts d’amyloïde. L’amyline (polypeptide amyloïde des îlots pancréatiques, IAPP) est une protéine très susceptible de subir des changements de conformation impliquant les feuillets bêta et conférant aussi des propriétés physicochimiques distinctes. Cette protéine prend alors une forme fibrillaire et se dépose dans les îlots de Langerhans chez les humains atteints de diabète de type 2 ou d’insulinome. Ces dépôts d’amyloïde pancréatique (AIAPP) ont été décrits chez certaines espèces animales telles que les félins domestiques, les grands félins, le raton laveur et les primates non humains. La formation de dépôts d’amyloïde contribue à la pathogénèse du diabète de type 2, mais les mécanismes qui induisent la conversion de l’amyline (IAPP) en amyloïde (AIAPP) ne sont pas complètement compris. Les hypothèses du projet sont que certaines variations présentes dans les séquences peptidiques de l’IAPP provenant de différentes espèces animales jouent un rôle critique pour la formation de fibrilles et que plusieurs composés chimiques aromatiques/phénoliques sont capables d’abroger la formation de dépôts d’amyloïde. Le projet de recherche consiste donc à caractériser la propension des différentes isoformes animales d’IAPP à former de l’amyloïde in vitro afin d’identifier les acides aminés jouant un rôle clé dans cette transformation structurale et ultimement d’inhiber la formation d’amyloïde pancréatique. Le projet se divise en deux volets principaux. Le premier consiste à identifier les différentes séquences peptidiques de l’IAPP retrouvées chez les espèces animales. L’objectif est d’identifier les acides aminés jouant un rôle clé dans la formation d’amyloïde. Le gène de l’IAPP a été séquencé chez plus d’une quarantaine d’espèces. Le potentiel d’agrégation des séquences obtenues a été simulé à l’aide d’outils bioinformatique. Une librairie de 23 peptides a été commandée afin de procéder à des analyses physicochimiques in vitro permettant d’évaluer le potentiel amyloïdogénique (test fluorimétrique à la thioflavine T, essai de liaison au rouge Congo, dichroïsme circulaire, microscopie électronique à transmission) et cytotoxique (sur une lignée cellulaire provenant d’insulinome : INS-1). Les analyses effectuées à partir de la librairie constituée de 23 peptides ont permis d’identifier trois séquences ne formant pas d’amyloïde et qui proviennent des espèces animales suivantes : le tamarin lion doré (Leontopithecus rosalia), le grand dauphin (Tursiops truncatus) et l’alpaga (Vicugna pacos). Un site potentiellement critique est le segment 8-20 présentant le motif NFLVH qui ne forme plus d’amyloïde lorsqu’il est remplacé par le motif DFLGR ou KFLIR. Les acides aminés 29P, 14K et 18R sont également impliqués dans l’inhibition de la transformation structurale en fibrille. La dernière partie du projet consiste à inhiber la formation de l’amyloïde en utilisant des composés chimiques commercialisés (hypoglycémiants, anti-inflammatoires non stéroïdiens) ou nouvellement synthétisés dans notre laboratoire (les aryles éthyles urées). Un criblage d’une soixantaine de composés chimiques a été conduit dans cette étude. Leur efficacité a été testée sur l’IAPP humaine, qui possède un fort potentiel amyloïdogénique. Les techniques utilisées sont les mêmes que celles exploitées précédemment. L’essai de liaison croisée photo-induite ("photo-induced cross-linking of unmodified proteins", PICUP) a été réalisé afin d’étudier les formes intermédiaires (monomères, oligomères). Un total de 11 composés chimiques a démontré un potentiel à inhiber l’agrégation des fibrilles. Pour la classe des hypoglycémiants, le glyburide, le répaglinide et la troglitazone ont montré l’activité thérapeutique la plus élevée pour retarder et réduire la formation de fibrilles. Les anti-inflammatoires antiamyloïdogènes actifs incluaient le diclofenac, le méloxicam, le phénylbutazone, le sulindac et le ténoxicam. Les aryles étyles urées les plus intéressantes étaient la EU-362 et la EU-418. Tous ces composés ont conféré une protection cellulaire contre l’activité cytotoxique des fibrilles. Les molécules actives possèdent des éléments structuraux communs tels des substituants donneurs d’électrons (alcool, amine, halogène) sur un noyau benzène. En conclusion, ce projet de recherche a permis de caractériser l’IAPP chez diverses espèces animales, dont plusieurs chez lesquelles elle n’avait pas encore été décrite, de déterminer les sites jouant un rôle clé dans sa transformation en amyloïde et, ultimement, de tester le potentiel thérapeutique de nouveaux agents antiamyloïdogènes dans le diabète de type 2. Nous espérons que ce projet ouvrira ainsi la porte à de nouvelles stratégies de traitement.

Effect of creatine supplementation on housekeeping genes in human skeletal muscle using real-time RT-PCR

The present study examined the validity and reliability of measuring the expression of various genes in human skeletal muscle using quantitative real-time RT-PCR on a GeneAmp 5700 sequence detection system with SYBR Green 1 chemistry. In addition, the validity of using some of these genes as endogenous controls (i.e., housekeeping genes) when human skeletal muscle was exposed to elevated total creatine levels and exercise was also examined. For all except 28S, linear relationships between the logarithm of the starting RNA concentrations and the cycle threshold (C_T) values were established for ß-actin, ß2-microglobulin (ß₂M), cyclophilin (CYC), and glyceraldehyde-3-phosphate dehydrogenase (GAPDH). We found a linear response between C_T values and the logarithm of a given amount of starting cDNA for all the genes tested. The overall intra-assay coefficient of variance for these genes was 1.3% and 21% for raw C_T values and the linear value of 2^-C_T, respectively. Interassay variability was 2.3% for raw C_T values and 34% for the linear value of 2^-C_T. We also examined the expression of various housekeeping genes in human skeletal muscle at days 0, 1, and 5 following oral supplementation with either creatine or a placebo employing a double-blind crossover study design. Treatments were separated by a 5-wk washout period. Immediately following each muscle sampling, subjects performed two 30-s all-out bouts on a cycle ergometer. Creatine supplementation increased (P < 0.05) muscle total creatine content above placebo levels; however, there were no changes (P > 0.05) in C_T values across the supplementation periods for any of the genes. Nevertheless, 95% confidence intervals showed that GAPDH was variable, whereas ß-actin, ß₂M, and CYC were the least varying genes. Normalization of the data to these housekeeping genes revealed variable behavior for ß₂M with more stable expressions for both ß-actin and CYC. We conclude that, using real-time RT-PCR, ß-actin or CYC may be used as housekeeping genes to study gene expression in human muscle in experiments employing short-term creatine supplementation combined with high-intensity exercise.

A multimetric index based on fish fauna for the evaluation of the biotic integrity of streams at a mesohabitat scale

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

AC biosusceptometry in the study of drug delivery

Conventionally, pharmaceutical substances are administered orally because the gastrointestinal tract possesses the appropriate features for drug absorption. Nevertheless, the gastrointestinal tract physiology is complex and influenced by many factors. These factors must be completely understood for the optimization of oral drug delivery systems. Although in vitro tests provide information about release and drug absorption profiles, in vivo studies are essential, due to the biological variability. Several techniques have been employed in an attempt to conveniently characterize the behavior of solid dosage forms in vivo. The noninvasive biomagnetic technique of alternate current biosusceptometry (ACB) has been used in studies focusing on gastrointestinal motility and, more recently, to evaluate the performance of magnetic dosage forms. This article will discuss the main characteristics of AC biosusceptometry and its applicability for determination of the relationship between the human gastrointestinal tract and orally administered pharmaceutical dosage forms. (c) 2005 Elsevier B.V. All rights reserved.