Fuzzy classification improvement by a pre-perceptual labelled segmentation algorithm

The goal of this paper is to present how two different image processing approaches can be enhanced by merging both methodologies. We will see how the results of a perceptual labelled segmentation methodology [7] can be improved by applying a fuzzy classification algorithm [2] based on a fuzzy outranking methodology [9] as a postprocessing algorithm, and viceversa. A comparison of the individual algorithms with the combination of both algorithms will be presented in order to demonstrate the improvement. Color Bone Marrow (1) images will be used. The objective is to detect White Blood Cells. The detection of white blood cells in bone marrow microscopic images presents big difficulties because of the great variance in their characteristics and also because of staining and illumination inconsistences. On the other hand, the maturity classes of white blood cells actually represents a continuum; cells frequently overlap each other, and there is a fairly wide variation in size and shape of nucleus and cytoplasm regions within given cell classes

Leucine-glycine and carnosine dipeptides prevent diabetes induced by multiple low-dose streptozotocin in experimental model of adult mice

Aims/Introduction Peptides are considered as quasi‐hormones and effective molecules for regulation of the cells function and metabolic disorders prevention. Di‐ and tripeptides with the ability to gastrointestinal absorption have been proposed to prevent diabetes progression. Materials and Methods Small peptides with different sequences of specific amino acids were synthesized based on a solid phase peptide synthesis (SPPS) protocol as well as carnosine (A) and glutathione (B) were examined for the prevention of diabetes induced by multiple low‐dose of streptozotocin (MLDS) in mice. Results The peptides A, Leu‐Gly (D) and Pro‐Pro (F) exhibited a preventive effects on blood glucose elevation and impairment of the signaling and performance of beta cells. The beta cells function assessed by immunofluorescence and blood glucose level in mice exposed to diabetes treated by the peptides A and D was similar to the normal mice. The peptide D prevented from body weight loss caused by diabetes induction. The use of D and A peptides dramatically prevents the incidence of disruption in beta cells signaling by maintaining the natural balance of intracellular Akt‐2 and cAMP. Conclusions The results proved that peptide D (Leu‐Gly) named Hannaneh inhibits the body weight loss caused by diabetes induction. The Hannaneh and carnosine dipeptides with preservation of normal beta cell signalling and anti DPP‐4 activity were prevented from increasing the blood glucose in mice at risk of diabetes. These dipeptides may be regarded as the pharmaceutical agents for the prevention of diabetes

Supervivencia global en pacientes con cáncer gástrico avanzado o metastásico en los últimos 10 años en el Centro Médico Nacional «20 de noviembre del ISSSTE»

ResumenAntecedentesLa introducción de nuevos fármacos para el tratamiento de los pacientes con cáncer gástrico irresecable, recurrente o metastásico ha reportado un modesto incremento en la supervivencia libre de progresión (SLP) y la supervivencia global (SG).ObjetivoDeterminar el impacto de la aplicación de los nuevos esquemas de quimioterapia paliativa en la SG de los pacientes con cáncer gástrico del Centro Médico Nacional 20 de noviembre, ISSSTE.Material y métodosEstudio retrospectivo, descriptivo. Analizamos expedientes de pacientes con cáncer gástrico irresecable o metastásico, tratados con quimioterapia paliativa de enero de 2002 a diciembre de 2012 en el Centro Médico Nacional 20 de noviembre, ISSSTE. Se evaluó la SG, SLP y los esquemas de quimioterapia más frecuentemente utilizados. Se asignaron los casos a 2 cohortes de acuerdo a la fecha de inicio de la quimioterapia, conformando la cohorte A los pacientes tratados de enero de 2002 hasta diciembre de 2006 y la cohorte B de enero de 2007 a diciembre de 2012. Se estableció estos periodos dado que representaba el cambio en los esquemas de tratamiento utilizados; es decir; la introducción de esquemas que incluyen antraciclinas, oxaliplatino, capecitabina y docetaxel.ResultadosRevisamos los expedientes de 291 pacientes con cáncer gástrico; excluimos a 221 pacientes por estar en etapas tempranas (i, ii o iii) resecables, recibir tratamiento con quimioterapia fuera de la unidad o no ser candidatos a quimioterapia. Finalmente incluimos 70 casos con tratamiento de primera línea. La mediana de SG para pacientes de la cohorte A fue de 11.2 vs. 10.5 meses para los pacientes de la cohorte B. La mediana de SLP en primera línea de tratamiento fue 8.5 vs. 5.2 meses respectivamente. Ambos resultados sin diferencia estadísticamente significativa.ConclusiónEn nuestro centro, no hay impacto de los nuevos esquemas de tratamiento en SLP o SG. Un tamaño de muestra pequeño y el hecho de que pacientes con pobre estado funcional recibieran quimioterapia podrían ser factores que influyeron en los resultados del estudio, en el cual se observó una tendencia a favor de los nuevos esquemas de quimioterapia, pero sin demostrar significación estadística.AbstractBackgroundThe introduction of new drugs for the treatment of patients with advanced, recurrent or metastatic gastric cancer has resulted in a small benefit in overall survival (OS) and progression free survival (PFS).ObjectiveTo determine the impact of new chemotherapy schedules on the OS of patients with advanced or metastic gastric cancer treated at the Centro Medico Nacional 20 de noviembre, ISSSTE.Material and methodologyRetrolective, descriptive study, the clinical files of patients with advanced, recurrent or metastatic gastric cancer treated with chemotherapy at the Centro Medico Nacional 20 de noviembre, ISSSTE, from january 2002 to december 2012, were analyzed. Chemotherapy schedules, OS and PFS were evaluated. Patients were assigned to two cohorts: those treated from january 2002 to december 2006 were included in cohort A and those treated from january 2007 to december 2012 in cohort B. These time periods were determined based on the years when newer chemotherapy agents (anthracyclines, oxaliplatin, capecitabine and docetaxel) were introduced in our institution.Results291 clinical files were analyzed; 221 patients were excluded for they had clinical stage I, II or resectable III disease, started first line chemotherapy as outpatients of our institution or were not candidates for chemotherapy. 70 cases treated with first line chemotherapy were included. OS for patients in cohort A was 11.2 months vs 10.5 months for patients in cohort B. PFS was 8.5 months vs 5.2, respectively. There was no statistical difference in either comparison.ConclusionThere was no impact of the introduction of newer chemotherapy agents in OS or PFS in patients treated in our institution. A small sample size and the fact that patients with poor performance status received chemotherapy could have had influenced the results of our study, in which tendency towards a better outcome for patients treated with newer chemotherapy schemes was observed, although a statistically significant benefit was not proven

Developmental adaptation to high altitude hypoxia

Experimental studies on animals and humans exposed to hypoxic stress have been reviewed. These data suggest that the influence of hypoxic stress, and the organism's response to it, are greater during growth than during adulthood. The organism's responses include alterations in the quantity and size of the alveolar units of the lungs, enlargement of the right ventricle of the heart, slower somatic growth as measured by birth weight and body size, increased aerobic capacity during maximal work, and greater control of ventilation. It is postulated that the organism is more sensitive to the influence of environmental factors during growth and development than during adulthood. Consequently, adaptive traits acquired during the developmental period have profound, long-term consequences, which are reflected in the physiological and morphological characteristics of the adult organism. It is concluded that the differences between the highland and lowland natives in their physiological performance and morphology are mostly due to adaptations acquired during the developmental period.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/47840/1/484_2005_Article_BF01553707.pd

Familial hypercholesterolaemia in children and adolescents from 48 countries: a cross-sectional study

Background Approximately 450 000 children are born with familial hypercholesterolaemia worldwide every year, yet only 2·1% of adults with familial hypercholesterolaemia were diagnosed before age 18 years via current diagnostic approaches, which are derived from observations in adults. We aimed to characterise children and adolescents with heterozygous familial hypercholesterolaemia (HeFH) and understand current approaches to the identification and management of familial hypercholesterolaemia to inform future public health strategies. Methods For this cross-sectional study, we assessed children and adolescents younger than 18 years with a clinical or genetic diagnosis of HeFH at the time of entry into the Familial Hypercholesterolaemia Studies Collaboration (FHSC) registry between Oct 1, 2015, and Jan 31, 2021. Data in the registry were collected from 55 regional or national registries in 48 countries. Diagnoses relying on self-reported history of familial hypercholesterolaemia and suspected secondary hypercholesterolaemia were excluded from the registry; people with untreated LDL cholesterol (LDL-C) of at least 13·0 mmol/L were excluded from this study. Data were assessed overall and by WHO region, World Bank country income status, age, diagnostic criteria, and index-case status. The main outcome of this study was to assess current identification and management of children and adolescents with familial hypercholesterolaemia. Findings Of 63 093 individuals in the FHSC registry, 11 848 (18·8%) were children or adolescents younger than 18 years with HeFH and were included in this study; 5756 (50·2%) of 11 476 included individuals were female and 5720 (49·8%) were male. Sex data were missing for 372 (3·1%) of 11 848 individuals. Median age at registry entry was 9·6 years (IQR 5·8–13·2). 10 099 (89·9%) of 11 235 included individuals had a final genetically confirmed diagnosis of familial hypercholesterolaemia and 1136 (10·1%) had a clinical diagnosis. Genetically confirmed diagnosis data or clinical diagnosis data were missing for 613 (5·2%) of 11 848 individuals. Genetic diagnosis was more common in children and adolescents from high-income countries (9427 [92·4%] of 10 202) than in children and adolescents from non-high-income countries (199 [48·0%] of 415). 3414 (31·6%) of 10 804 children or adolescents were index cases. Familial-hypercholesterolaemia-related physical signs, cardiovascular risk factors, and cardiovascular disease were uncommon, but were more common in non-high-income countries. 7557 (72·4%) of 10 428 included children or adolescents were not taking lipid-lowering medication (LLM) and had a median LDL-C of 5·00 mmol/L (IQR 4·05–6·08). Compared with genetic diagnosis, the use of unadapted clinical criteria intended for use in adults and reliant on more extreme phenotypes could result in 50–75% of children and adolescents with familial hypercholesterolaemia not being identified. Interpretation Clinical characteristics observed in adults with familial hypercholesterolaemia are uncommon in children and adolescents with familial hypercholesterolaemia, hence detection in this age group relies on measurement of LDL-C and genetic confirmation. Where genetic testing is unavailable, increased availability and use of LDL-C measurements in the first few years of life could help reduce the current gap between prevalence and detection, enabling increased use of combination LLM to reach recommended LDL-C targets early in life. Funding Pfizer, Amgen, Merck Sharp & Dohme, Sanofi–Aventis, Daiichi Sankyo, and Regeneron

Familial hypercholesterolaemia in children and adolescents from 48 countries: a cross-sectional study

Background: Approximately 450 000 children are born with familial hypercholesterolaemia worldwide every year, yet only 2·1% of adults with familial hypercholesterolaemia were diagnosed before age 18 years via current diagnostic approaches, which are derived from observations in adults. We aimed to characterise children and adolescents with heterozygous familial hypercholesterolaemia (HeFH) and understand current approaches to the identification and management of familial hypercholesterolaemia to inform future public health strategies. Methods: For this cross-sectional study, we assessed children and adolescents younger than 18 years with a clinical or genetic diagnosis of HeFH at the time of entry into the Familial Hypercholesterolaemia Studies Collaboration (FHSC) registry between Oct 1, 2015, and Jan 31, 2021. Data in the registry were collected from 55 regional or national registries in 48 countries. Diagnoses relying on self-reported history of familial hypercholesterolaemia and suspected secondary hypercholesterolaemia were excluded from the registry; people with untreated LDL cholesterol (LDL-C) of at least 13·0 mmol/L were excluded from this study. Data were assessed overall and by WHO region, World Bank country income status, age, diagnostic criteria, and index-case status. The main outcome of this study was to assess current identification and management of children and adolescents with familial hypercholesterolaemia. Findings: Of 63 093 individuals in the FHSC registry, 11 848 (18·8%) were children or adolescents younger than 18 years with HeFH and were included in this study; 5756 (50·2%) of 11 476 included individuals were female and 5720 (49·8%) were male. Sex data were missing for 372 (3·1%) of 11 848 individuals. Median age at registry entry was 9·6 years (IQR 5·8-13·2). 10 099 (89·9%) of 11 235 included individuals had a final genetically confirmed diagnosis of familial hypercholesterolaemia and 1136 (10·1%) had a clinical diagnosis. Genetically confirmed diagnosis data or clinical diagnosis data were missing for 613 (5·2%) of 11 848 individuals. Genetic diagnosis was more common in children and adolescents from high-income countries (9427 [92·4%] of 10 202) than in children and adolescents from non-high-income countries (199 [48·0%] of 415). 3414 (31·6%) of 10 804 children or adolescents were index cases. Familial-hypercholesterolaemia-related physical signs, cardiovascular risk factors, and cardiovascular disease were uncommon, but were more common in non-high-income countries. 7557 (72·4%) of 10 428 included children or adolescents were not taking lipid-lowering medication (LLM) and had a median LDL-C of 5·00 mmol/L (IQR 4·05-6·08). Compared with genetic diagnosis, the use of unadapted clinical criteria intended for use in adults and reliant on more extreme phenotypes could result in 50-75% of children and adolescents with familial hypercholesterolaemia not being identified. Interpretation: Clinical characteristics observed in adults with familial hypercholesterolaemia are uncommon in children and adolescents with familial hypercholesterolaemia, hence detection in this age group relies on measurement of LDL-C and genetic confirmation. Where genetic testing is unavailable, increased availability and use of LDL-C measurements in the first few years of life could help reduce the current gap between prevalence and detection, enabling increased use of combination LLM to reach recommended LDL-C targets early in life