Applying spatial distribution analysis techniques to classification of 3D medical images

OBJECTIVE: The objective of this paper is to classify 3D medical images by analyzing spatial distributions to model and characterize the arrangement of the regions of interest (ROIs) in 3D space. METHODS AND MATERIAL: Two methods are proposed for facilitating such classification. The first method uses measures of similarity, such as the Mahalanobis distance and the Kullback-Leibler (KL) divergence, to compute the difference between spatial probability distributions of ROIs in an image of a new subject and each of the considered classes represented by historical data (e.g., normal versus disease class). A new subject is predicted to belong to the class corresponding to the most similar dataset. The second method employs the maximum likelihood (ML) principle to predict the class that most likely produced the dataset of the new subject. RESULTS: The proposed methods have been experimentally evaluated on three datasets: synthetic data (mixtures of Gaussian distributions), realistic lesion-deficit data (generated by a simulator conforming to a clinical study), and functional MRI activation data obtained from a study designed to explore neuroanatomical correlates of semantic processing in Alzheimer's disease (AD). CONCLUSION: Performed experiments demonstrated that the approaches based on the KL divergence and the ML method provide superior accuracy compared to the Mahalanobis distance. The later technique could still be a method of choice when the distributions differ significantly, since it is faster and less complex. The obtained classification accuracy with errors smaller than 1% supports that useful diagnosis assistance could be achieved assuming sufficiently informative historic data and sufficient information on the new subject.     

ICPC-2--international classification of primary health care and its application in Croatian health care

A consensus reached by the medical profession, Croatian Institute of Health Insurance, Croatian Institute of Public Health, and Ministry of Health constitutes a solution to the problem of a data standard required in building an information system for primary health care. This consists of accepting ICPC-2 as a data standard for our Family Medicine, Pediatrics and Women's Health. The classification structure of the International Classification of Primary Care allows, recommends and urges that special codes be established by individual states or local authorities when registering patients' reasons for seeking medical aid or medical procedures. Namely, it urges the authorities to set the codes for such reasons about which a state or local agreement or determination has been made. This is the first public presentation of the proposal Croatia's Additions to the International Classification of Primary Care. They are essential to its implementation in our health insurance, health statistics and medical informatics.     

Sarcolemmal K(ATP) channels in ageing

This review highlights some recent research addressing sarcolemmal K(ATP) channels in ageing. These channels are abundant in cardiac myocytes where they are essential in coupling the cellular metabolic state with membrane excitability. The opening of sarcolemmal ATP-sensitive K+ (K(ATP)) channels occurs during ischaemia and protect the heart against injury. Age-dependent changes in the myocardial susceptibility to ischemia have been observed in different species, including humans. Recent research has demonstrated that ageing is associated with decrease in numbers of sarcolemmal K(ATP) in hearts from females, but not males. This phenomenon seems to be associated with age-dependent decrease in concentration of circulating estrogens. In the heart, SUR2A, a regulatory subunit of K(ATP) channels, is present in excess over Kir6.2, a pore-forming K(ATP) channel subunit. The consequence of this is that SUR2A is a subunit that controls the number of sarcolemmal K(ATP) channels. Estrogens specifically up-regulate SUR2A and, thereby, control the number of sarcolemmal K(ATP) channels. Age-dependent loss of sarcolemmal K(ATP) channels creates a cardiac phenotype more sensitive to ischaemia, which may explain, at least in part, an ageing-associated decrease of myocardial tolerance to stress that occurs in elderly women.     

Predominant deposition of amyloid-beta 42(43) in plaques in cases of Alzheimer's disease and hereditary cerebral hemorrhage associated with mutations in the amyloid precursor protein gene.

Amyloid (A beta) deposition was investigated in cases of Alzheimer's disease and hereditary cerebral hemorrhage with amyloidosis, Dutch type, due to mutations in the amyloid precursor protein (APP) gene using the end-specific monoclonal antibodies BA27 and BC05 that recognize A beta 40 or A beta 42(43), respectively. In cases of APP717 mutation the predominant A beta species within plaques terminate at A beta 42(43) with relatively little A beta 40 being present. The total amount of A beta deposited as A beta 42(43) is significantly greater than in sporadic Alzheimer's disease, consistent with the suggestion that this mutation might influence the processing of APP so as to produce more of the highly aggregatable form, A beta 1-42. In cases of APP670/671 mutation the major peptide in plaques is also A beta 42(43), although the proportion of plaques containing A beta 40, and the total A beta load is similar to that in sporadic Alzheimer's disease. As in sporadic Alzheimer's disease, the vascular amyloid in APP670/671 and APP717 and in cases of hereditary cerebral hemorrhage with amyloidosis, Dutch type is predominantly A beta 40 in this latter disorder, however, parenchymal deposits are exclusively A beta 42(43). Although the various APP mutations may influence the type, quantity, and location of A beta deposited, the predominant, and possibly the initial, species deposited in the brain parenchyma is A beta 42(43).     

KATP channels are up-regulated with increasing age in human myometrium

It is well established that ageing is associated with decrease in myometrial efficiency and higher incidence of labour complications. In myometrium, the presence of ATP-sensitive K⁺ (K_ATP) channels has been detected and they could be a factor in regulating uterine quiescence in pregnancy and contractions during labour. Here, we have examined a possibility of ageing-mediated regulation of K_ATP channels in the human myometrium. Myometrial samples were taken from non-pregnant women undergoing hysterectomy (n = 34) and from women undergoing caesarean section in late pregnancy (n = 36). Real time RT-PCR revealed that mRNAs of all known K_ATP channel subunits were present in the human myometrium. In non-pregnant myometrium, ageing up-regulated SUR2B/Kir6.1, subunits forming K_ATP channels in this tissue, without affecting the expression of other channel subunits. In the late pregnant myometrium, the level of subunits that do not form functional K_ATP channels was not affected by age within 20–41 age range. However, uterine SUR2B and Kir6.1 were up-regulated in parturient over 35 years. An ageing-induced increase in those channel subunits was confirmed by Western blotting. Thus, this study suggests that K_ATP channels are up-regulated with increasing age in human myometrium. This may help explain, at least partially, increased rate of birth complications in women aged over 35 years.     

Comparison of the influence of thyroglobulin antibodies on serum thyroglobulin values from two different immunoassays in post surgical differentiated thyroid carcinoma patients

Measurement of serum thyroglobulin (Tg) is a highly specific test in the management of patients with differentiated thyroid cancer (DTC) after surgical treatment. The aim of our study was to evaluate and compare Tg levels in these patients found by radioimmunoassay (RIA) and immunoradiometric assay (IRMA) and to assess the influence of Tg antibodies (TgAbs) on the values obtained for Tg concentration. Both Tg and TgAb were determined postoperatively in the serum of 71 DTC patients using RIA Tg‐PEG (INEP) and Tg IRMA (CIS) for Tg, together with TgAb (CIS) for circulating endogenous anti‐TgAbs. The obtained concentrations were evaluated statistically. We found a significant difference of Tg concentrations between paired samples from the IRMA and RIA, although the intermethod comparison yielded satisfactory concordance of the twoassays (Spearman correlation coefficient ?0.792). Positive TgAb was found in 28.2% of the serum samples analyzed. Spearman rank correlation analysis revealed a significant negative relationship between serum TgAb and Tg level measured by IRMA (P=0.02), but not by RIA (P=0.417). On the other hand, our clinical data revealed that 1/18 and 3/18 patients with proven lymph node metastasis had Tg values below the detection limit by RIA and IRMA assay, respectively. Their sera were TgAb positive. We concluded that RIA was less prone to influence of TgAb than IRMA. As the presence of TgAbs may interfere in Tg measurement irrespective of the method selected for determination, this should be considered during the clinical management of these patients. J. Clin. Lab. Anal. 23:341–346, 2009. © 2009 Wiley‐Liss, Inc.     

Popliteal traumatic arteriovenous fistulas

BACKGROUND: The purpose of this report is to analyze the clinical presentation, diagnosis, and outcome of surgical treatment in patients with popliteal arteriovenous fistulas (AVFs) in order to make trauma surgeons aware of the various issues patients with popliteal AVFs might present. METHODS: From 1991 to 2000, 49 patients were treated for traumatic AVF. Among these patients, seven suffered from popliteal AVF of various durations. The patients were men and ranged in age from 17 to 27 years, with a mean age of 22.4 years. The time from injury to admission to our institutions varied from 5 days to 2 years. A diagnosis of popliteal AVF was made after clinical examinations revealed thrill and bruit over the injury sites. The diagnosis was confirmed in four of the patients after they underwent angiography. Patients with long-standing popliteal AVF underwent cardiology examinations to check for signs of heart failure. All patients with popliteal AVF received surgical treatment. Five patients had major blood vessels reconstructed, one patient had a minor blood vessel ligated, and another patient had a minor blood vessel reconstructed. RESULTS: Five of the seven patients experienced no postoperative difficulties. No serious heart failure occurred; however, there were signs of cardiac overload in three of the five patients. The two remaining patients of the seven underwent leg amputations. However, one of the two patients had a gangrenous foot at admission to our institution, and vascular reconstruction on the other patient was unsuccessful. For all seven patients, the average hospital stay in the vascular surgery department was 16.2 days and the follow-up ranged from 2 to 44 months, with a mean of 21.5 months. CONCLUSION: Trauma of the popliteal space requires special attention, since blood vessel injuries in that zone might result in serious complications. Popliteal traumatic AVFs result in a high rate of leg amputation and long-standing fistulas produce cardiac overload. The presence of thrill and bruit over the injury site should alert the examiner to consider the existence of AVF. Angiography is a reliable diagnostic tool, and should be used in all vitally stable patients. Surgical or nonsurgical closure of AVF will prevent local and systemic complications that might be irreversible in long-standing fistulas.     

Parkinson's disease from WHO perspective and a public health point of view

The World Health Organisation (WHO) occupies a unique position in the area of health care and represents a neutral platform that can be used to bring about international collaboration in research. International projects carried out by WHO follow public health principles and are devoted to problems and diseases that are frequent, cause severe disability and represent a significant burden on communities and societies all over the world. One of such projects is the WHO Global Initiative on Neurology and Public Health, which aims to increase public and professional awareness of the prevalence, severity and costs of neurological disorders as well as of the possibilities for their prevention. In the context of this Global Initiative and in order to raise awareness of the public health importance of Parkinson's disease, WHO has established a WHO Working Group on Parkinson's disease. The recommendations produced by this Working Group have guided WHO's work on public health aspects of Parkinson's disease including epidemiology, organisation of services and treatment, education, training and information, and direct and indirect costs of care.