Class distributions on SOM surfaces for feature extraction and object retrieval.

A Self-Organizing Map (SOM) is typically trained in unsupervised mode, using a large batch of training data. If the data contain semantically related object groupings or classes, subsets of vectors belonging to such user-defined classes can be mapped on the SOM by finding the best matching unit for each vector in the set. The distribution of the data vectors over the map forms a two-dimensional discrete probability density. Even from the same data, qualitatively different distributions can be obtained by using different feature extraction techniques. We used such feature distributions for comparing different classes and different feature representations of the data in the context of our content-based image retrieval system PicSOM. The information-theoretic measures of entropy and mutual information are suggested to evaluate the compactness of a distribution and the independence of two distributions. Also, the effect of low-pass filtering the SOM surfaces prior to the calculation of the entropy is studied.     

Apolipoprotein E ε4 allele frequency is increased in Parkinson’s disease only with co-existing Alzheimer pathology

We determined the apolipoprotein E (apoE) genotype in clinically diagnosed and neuropathologically verified cases of Parkinson’s disease (PD) (n = 45), with or without Alzheimer (AD)-type changes, and compared the apoE genotype with that in healthy age-matched controls (n = 59). The PD cases were divided into two groups according to the CERAD criteria: “O + A”, with no or only uncertain histological findings of AD, and “B + C” with histological findings suggestive or indicative of AD. DNA was isolated from frozen brain samples, and the apoE genotypes were determined using polymerase chain reaction amplification and subsequent restriction analysis by HhaI enzyme. The frequency of the apoɛ4 allele (29.4%) was significantly increased in the B + C group. The odds ratio for an apoɛ4 allele in the B + C group was 2.5 as compared to controls (95% confidence interval, 1.2–5.2). In the 0 + A group, the frequency of apoɛ4 allele (13.6%) was similar to that in controls (14.4%) and the risk of an apoɛ4 allele was not increased (odds ratio 0.94). The PD cases with an apoɛ4 allele had a greater number of cortical (P = 0.02) but not nigral Lewy bodies than those without an apoɛ4 allele (P = 0.57). The results show that neuropathologically verified PD as such is not associated with increased apoɛ4 allele frequency. Received: 15 January 1998 / Revised, accepted: 24 March 1998     

Influence of the rate of temperature change on thermal thresholds in man

Thermal thresholds (cool, warm, heat, heat pain) were determined in four skin regions (cheek, glabrous skin of the hand, hairy forearm, leg) of eight healthy human subjects. The thermostimulator was composed of Peltier elements and three rates of continuous stimulation were used: 1.4, 2.4, and 3.9 degrees C/s. Warm, heat, and heat pain thresholds increased with increasing rate of temperature change, and the increase was of equal magnitude with these three thresholds. However, the effect of increasing stimulus rate on cool thresholds was nonsignificant. Similar results were obtained in all skin regions studied. It is suggested that liminal warm, heat, and heat pain sensations are mediated by afferent fibers with conduction velocities of the same range (C-fibers) whereas liminal cool sensations are signaled by faster conducting afferent fibers.     

The antinociceptive action of an α2-adrenoceptor agonist in the spinal dorsal horn is due to a direct spinal action and not to activation of Descending Inhibition

In this electrophysiological study we tried to find out whether the spinal antinociceptive effect of a supraspinaly administered α₂-adrenoceptor agonist is due to a direct spinal effect or to activation of descending inhibition. The responses to wide-dynamic range (WDR) neurons of the spinal dorsal horn were studied following application of medetomidine, a selective α₂-adrenergic agonist, into the rostroventromedial medulla (RVM) or directly onto the spinal cord of the Intact and in spinal rats. The noxious electrical stimuli were applied to the ipsilateral receptive field in the plantar region of the hind paw, and responses mediated by A- and C-fibers to WDR neurons were separately evaluated. The reversal of medetomidine-induced effects was attempted by a systemic administration of atipamezole, a selective α₂-adronoceptor antagonist. Medetomldine injection into the RVM produced a dose-dependent, atipamezole-reversible attenuation of the C-fiber-mediated responses to WDR neurons of the spinal dorsal horn in both intact and spinal rats. Paradoxically, the spinal aMFnociceptive effect of supraspinally administered medstomidine was stronger in spinal rats. The A-fiber-mediated responses were significantly less attenuated by medetomidine than the C-fiber-mediated responses to the WDR neurons. Also a direct application of medetomidine onto the spinal cord produced a dose-dependent, atipamezole-reversible attenuation of the C-fiber-mediated responses, and this effect was identical in intact and in spinal rats. The medetomidins doses producing spinal antinociception were considerably lower with a direct spinal application than with a supraspinal application. These results indicate that spinal antinocicsption following spinal or supraspinal application of an α₂-adrenergic agonist is due to a direct activation of spinal α₂-adrenoceptors and not to descending inhibition. Activation of supraspinal α₂-adrenoceptors counteracts the spinal antinociceptive effect.     

Age-Related Differences in the Frequency of Ketoacidosis at Diagnosis of Type 1 Diabetes in Children and Adolescents

OBJECTIVE

We studied the prevalence of diabetic ketoacidosis (DKA) at diagnosis of type 1 diabetes in children in Finland.

RESEARCH DESIGN AND METHODS

From 2002 to 2005, data on virtually all children <15 years of age diagnosed with type 1 diabetes (n = 1,656) in Finland were collected.

RESULTS

DKA was present in 19.4% of the case subjects, and 4.3% had severe DKA. In children aged 0–4, 5–9, and 10–14 years, DKA was present in 16.5, 14.8, and 26.4%, respectively (P < 0.001). Severe DKA occurred in 3.7, 3.1, and 5.9%, respectively (P = 0.048). DKA was present in 30.1% and severe DKA in 7.8% of children aged <2 years.

CONCLUSION

The overall frequency of DKA in children is low in Finland at diagnosis of type 1 diabetes. However, both children <2 years of age and adolescents aged 10–14 years are at increased risk of DKA.The incidence of diabetic ketoacidosis (DKA) in children with newly diagnosed type 1 diabetes may be decreasing in developed countries (1,2).     

Brain white matter expansion in human obesity and the recovering effect of dieting

CONTEXT AND OBJECTIVE: Obesity is associated with several metabolic abnormalities. Recent studies suggest that obesity also affects brain function and is a risk factor for some degenerative brain diseases. The objective of this study was to examine the effects of weight gain and weight loss on brain gray and white matter structure. We hypothesized that possible differences seen in the brains of obese subjects would disappear or diminish after an intensive dieting period. METHODS: In part I of the study, we scanned with magnetic resonance imaging 16 lean (mean body mass index, 22 kg/m(2)) and 30 obese (mean body mass index, 33 kg/m(2)) healthy subjects. In part II, 16 obese subjects continued with a very low-calorie diet for 6 wk, after which they were scanned again. Regional brain white and gray matter volumes were calculated using voxel-based morphometry. RESULTS: White matter volumes were greater in obese subjects, compared with lean subjects in several basal brain regions, and obese individuals showed a positive correlation between white matter volume in basal brain structures and waist to hip ratio. The detected white matter expansion was partially reversed by dieting. Regional gray matter volumes did not differ significantly in obese and lean subjects, and dieting did not affect gray matter. CONCLUSIONS: The precise mechanism for the discovered white matter changes remains unclear, but the present study demonstrates that obesity and dieting are associated with opposite changes in brain structure. It is not excluded that white matter expansion in obesity has a role in the neuropathogenesis of degenerative brain diseases.     

Subjects with allergic rhinitis show signs of more severely impaired paranasal sinus functioning during viral colds than nonallergic subjects

BACKGROUND: Viral cold is thought to be the major contributing factor in the pathogenesis of sinusitis, as it causes ostiomeatal obstruction. The aim was to evaluate whether paranasal sinus functioning during viral colds is similar in subjects with and without allergic rhinitis. METHODS: Forty-eight volunteers were examined during an early (2-4 days) natural cold and again 3 weeks later. The examinations included computed tomography (CT) scans, nasal mucosal biopsies, and viral and bacterial specimens. Subjects with positive skin prick tests and persistent or intermittent rhinitis were considered to have allergic immunoglobulin E (IgE)-mediated rhinitis. In addition, specific IgE antibodies to staphylococcal enterotoxin B (SEB) were measured. RESULTS: Nine subjects (19%) had allergic rhinitis. The allergic subjects were significantly more often IgE sensitized to SEB than the nonallergic subjects (33%vs 3%, P = 0.02). Viral etiology of the cold was identified in 32 (67%) subjects. The subjects with allergic rhinitis had significantly higher CT scores compared with nonallergic subjects during the colds (median (range) scores 16 (6-22) vs 6 (0-17), P = 0.004). In both groups, the median scores declined markedly during convalescence, but the difference remained significant (P = 0.009). Among the allergic subjects, those who were IgE sensitized to SEB tended to have the highest CT scores [median (range) 16 (16-22)]. Total serum IgE and the nasal subepithelial eosinophil counts correlated with the CT scores during the cold (rs = 0.38, P = 0.008 and rs = 0.46, P = 0.001, respectively). CONCLUSIONS: Subjects with allergic IgE-mediated rhinitis had more severe paranasal sinus changes in CT scans than nonallergic subjects during viral colds. These changes indicate impaired sinus functioning and may increase the risk of bacterial sinusitis.     

Rapid Homogeneous Immunoassay Based on Time-Resolved F?rster Resonance Energy Transfer for Serodiagnosis of Acute Hantavirus Infection

We recently introduced a homogeneous immunoassay based on time-resolved Förster resonance energy transfer (TR-FRET) elicited by fluorophore-labeled antigen and fluorophore-labeled protein L, bound by an immunoglobulin. As the first clinical application, we employ this approach (LFRET) in serodiagnosis of Puumala hantavirus (PUUV) infection. A reference panel containing serum from individuals with acute (n = 21) or past (n = 17) PUUV infection and from PUUV-seronegative individuals (n = 20) was used to define the parameters. The clinical assay performance was evaluated with a prospectively collected serum panel (panel 2; n = 153). Based on the results for panel 1, the threshold for positivity was set at a signal level that was 3-fold over background, while those with a signal <3-fold over the background level were considered PUUV seronegative. With panel 1, 20/21 acute- and 7/10 past-infection samples induced positive signals, compared to 0/20 seronegatives. With panel 2, a positive signal was obtained in 39/40 acute- and 4/10 past-infection samples, as opposed to 7/103 seronegatives. However, after IgG depletion, 58/61 acute-infection samples were LFRET positive, while all past-infection and seronegative samples were negative, corresponding to 100% specificity and 95% sensitivity in detection of acute PUUV infection. We demonstrate that the novel immunoassay is a promising tool for rapid serodiagnosis of acute Puumala virus infection.