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We outline the use of hierarchical modeling for inference about the categorization of subjects into "responder" and "nonresponder" classes when the true status of the subject is latent (hidden). If uncertainty of classification is ignored during analysis, then statistical inference may be unreliable. An important advantage of hierarchical modeling is that it facilitates the correct modeling of the hidden variable in terms of predictor variables and hypothesized biological relationships. This allows researchers to formalize inference that can address questions about why some subjects respond and others do not. We illustrate our approach using a recent study of hepcidin excretion in female marathon runners (Roecker L, Meier-Buttermilch R, Brechte L, Nemeth E, Ganz T. Eur J Appl Physiol 95: 569-571, 2005). 相似文献
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Odening KE Hyder O Chaves L Schofield L Brunner M Kirk M Zehender M Peng X Koren G 《American journal of physiology. Heart and circulatory physiology》2008,295(6):H2264-H2272
Anesthetic agents prolong cardiac repolarization by blocking ion currents. However, the clinical relevance of this blockade in subjects with reduced repolarization reserve is unknown. We have generated transgenic long QT syndromes type 1 (LQT1) and type 2 (LQT2) rabbits that lack slow delayed rectifier K+ currents (IKs) or rapidly activating K+ currents (IKr) and used them as a model system to detect the channel-blocking properties of anesthetic agents. Therefore, LQT1, LQT2, and littermate control (LMC) rabbits were administered isoflurane, thiopental, midazolam, propofol, or ketamine, and surface ECGs were analyzed. Genotype-specific heart rate correction formulas were used to determine the expected QT interval at a given heart rate. The QT index (QTi) was calculated as percentage of the observed QT/expected QT. Isoflurane, a drug that blocks IKs) prolonged the QTi only in LQT2 and LMC but not in LQT1 rabbits. Midazolam, which blocks inward rectifier K+ current (IK1), prolonged the QTi in both LQT1 and LQT2 but not in LMC. Thiopental, which blocks both IKs and IK1, increased the QTi in LQT2 and LMC more than in LQT1. By contrast, ketamine, which does not block IKr, IKs, or IK1, did not alter the QTi in any group. Finally, anesthesia with isoflurane or propofol resulted in lethal polymorphic ventricular tachycardia (pVT) in three out of nine LQT2 rabbits. Transgenic LQT1 and LQT2 rabbits could serve as an in vivo model in which to examine the pharmacogenomics of drug-induced QT prolongation of anesthetic agents and their proarrhythmic potential. Transgenic LQT2 rabbits developed pVT under isoflurane and propofol, underlining the proarrhythmic risk of IKs blockers in subjects with reduced IKr. 相似文献
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Kristine A. Justus Steven W. Schofield John Murlis Ring T. Cardé 《Physiological Entomology》2002,27(1):58-66
Abstract Airborne pheromone plumes in wind comprise filaments of odour interspersed with gaps of clean air. When flying moths intercept a filament, they have a tendency to surge upwind momentarily, and then fly crosswind until another filament is intercepted. Thus, the moment-to-moment contact with pheromone mediates the shape of a flight track along the plume. Within some range of favourable interception rates, flight tracks become straighter and are headed more due upwind. However, as the rate of interception increases, there comes a point at which the moth should not be able to discern discreet filaments but, rather, should perceive a 'fused signal'. At the extreme, homogeneous clouds of pheromone inhibit upwind progress by representative tortricids. In a wind tunnel, Cadra cautella (Walker) (Lepidoptera: Pyralidae) were presented with 10 ms pulses of pheromone at a repetition rate of 5, 10, 17 and 25/s and a continuous, internally turbulent plume. Pulse size and concentrations were verified with a miniature photoionization detector sampling surrogate odour, propylene, at 100 Hz. Male moths maintain upwind progress even at plumes of 25 filaments/s. Furthermore, moths exhibited greater velocities and headings more due upwind at 17 and 25 Hz than at the lower frequencies or with the continuous plume. It is hypothesized that either C. cautella possesses a versatile sensory system that allows the resolution of these rapidly pulsed pheromone plumes, or that this species does not require a 'flickering' signal to fly upwind. 相似文献
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Henry Brodaty Philip Mitchell Georgina Luscombe John B. Kwok Renee F. Badenhop Rod McKenzie Peter R. Schofield 《Human genetics》2002,110(1):8-14
Idiopathic basal ganglia calcification (IBGC) is characterised by radiological, neurological, cognitive and psychiatric abnormalities. The associations between these abnormal phenotypes and abnormal genes remain unclear despite the recent mapping to chromosome 14q of a susceptibility locus for IBGC ( IBGC1). We identified two siblings, from a large multigenerational pedigree, who had both been diagnosed with radiological IBGC, dementia, bipolar affective disorder and Parkinsonism. We assessed (1) other family members to determine whether these four phenotypes were co-segregating as symptoms of IBGC, and (2) possible IBGC linkage to the IBGC1 locus on chromosome 14q or to any known or potential dementia genes. Nine second-generation and 21 third-generation members received radiological, neurological, neuropsychological and psychiatric assessments. We genotyped all family members for microsatellite markers at the IBGC1 locus and polymorphisms of the ApoE, VLDL, alpha1-ACT, BChE-K, APP, PS1, PS2 and tau genes and tested these for linkage to IBGC, dementia and bipolar disorder. Of the ten family members with radiological intracranial calcification, all except the two index cases were normal. There was no significant association between IBGC status and severe cognitive impairment or dementia ( P=0.335) or bipolar affective disorder or Parkinsonism ( P=1.0). Linkage to the IBGC1 locus was excluded. Of the eight dementia gene markers tested, the only positive LOD score was for the ApoE epsilon4 polymorphism and dementia/severe cognitive impairment. We have identified a form of IBGC in which calcification is inherited independently of neurological, cognitive and psychiatric symptoms. This may represent a second locus for this disorder. 相似文献
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