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1.
PLoS One ; 19(5): e0304036, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38805513

RESUMO

BACKGROUND: Attempts to subtype, type 2 diabetes (T2D) have mostly focused on newly diagnosed European patients. In this study, our aim was to subtype T2D in a non-white Emirati ethnic population with long-standing disease, using unsupervised soft clustering, based on etiological determinants. METHODS: The Auto Cluster model in the IBM SPSS Modeler was used to cluster data from 348 Emirati patients with long-standing T2D. Five predictor variables (fasting blood glucose (FBG), fasting serum insulin (FSI), body mass index (BMI), hemoglobin A1c (HbA1c) and age at diagnosis) were used to determine the appropriate number of clusters and their clinical characteristics. Multinomial logistic regression was used to validate clustering results. RESULTS: Five clusters were identified; the first four matched Ahlqvist et al subgroups: severe insulin-resistant diabetes (SIRD), severe insulin-deficient diabetes (SIDD), mild age-related diabetes (MARD), mild obesity-related diabetes (MOD), and a fifth new subtype of mild early onset diabetes (MEOD). The Modeler algorithm allows for soft assignments, in which a data point can be assigned to multiple clusters with different probabilities. There were 151 patients (43%) with membership in cluster peaks with no overlap. The remaining 197 patients (57%) showed extensive overlap between clusters at the base of distributions. CONCLUSIONS: Despite the complex picture of long-standing T2D with comorbidities and complications, our study demonstrates the feasibility of identifying subtypes and their underlying causes. While clustering provides valuable insights into the architecture of T2D subtypes, its application to individual patient management would remain limited due to overlapping characteristics. Therefore, integrating simplified, personalized metabolic profiles with clustering holds greater promise for guiding clinical decisions than subtyping alone.


Assuntos
Diabetes Mellitus Tipo 2 , Humanos , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/sangue , Masculino , Feminino , Pessoa de Meia-Idade , Glicemia/análise , Hemoglobinas Glicadas/análise , Índice de Massa Corporal , Análise por Conglomerados , Adulto , Idoso , Insulina/sangue , Resistência à Insulina , Emirados Árabes Unidos/epidemiologia
2.
J Med Case Rep ; 16(1): 317, 2022 Aug 25.
Artigo em Inglês | MEDLINE | ID: mdl-36002893

RESUMO

BACKGROUND: Infantile Sandhoff disease is a rare inherited disorder that progressively destroys nerve cells in the brain and spinal cord, and is classified under lysosomal storage disorder. It is an autosomal recessive disorder of sphingolipid metabolism that results from deficiency of the lysosomal enzymes ß-hexosaminidase A and B. The resultant accumulation of GM2 ganglioside within both gray matter nuclei and myelin sheaths of the white matter results in eventual severe neuronal dysfunction and neurodegeneration. CASE PRESENTATION: We evaluated a 3.5-year-old Comorian girl from the United Arab Emirates who presented with repeated chest infections with heart failure due to ventricular septal defect, neuroregression, recurrent seizures, and cherry-red spots over macula. She had macrocephaly, axial hypotonia, hyperacusis, and gastroesophageal reflux. Organomegaly was absent. Brain magnetic resonance imaging, metabolic tests, and genetic mutations confirmed the diagnosis. Despite multidisciplinary therapy, the girl succumbed to her illness. CONCLUSION: Though early cardiac involvement can be seen with novel mutations, it is extremely rare to find association of ventricular septal defect in infantile Sandhoff disease. Neuroregression typically starts around 6 months of age. We report this case because of the unusual association of a congenital heart disease with underlying infantile Sandhoff disease and symptomatic heart failure in the first month of life with eventual fatal outcome.


Assuntos
Insuficiência Cardíaca , Comunicação Interventricular , Doença de Sandhoff , Encéfalo/patologia , Pré-Escolar , Feminino , Humanos , Mutação , Doença de Sandhoff/complicações , Doença de Sandhoff/diagnóstico , Doença de Sandhoff/genética
3.
BMJ Case Rep ; 15(8)2022 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-35944940

RESUMO

Kimura's disease is a rare, benign entity that causes subcutaneous angioblastic lymphoid hyperplasia with eosinophilia. It usually presents with subcutaneous lymphoid swellings with regional lymphadenopathy and salivary gland masses. Kimura's disease is frequently associated with renal involvement, which includes proteinuria and nephrotic syndrome as the most common presentations. This report presents a case of a man in his early 20s with a swelling in the medial aspect of the distal left arm with two previous episodes of nephrotic syndrome. Multiple enlarged axillary lymph nodes and epitrochlear nodes were noted. Ultrasonography revealed a mixed echogenic mass with enlarged lymph nodes. MRI showed a heterogeneous hyperintense lesion. Image-guided fine-needle aspiration showed multiple lymphocytes and eosinophils suggestive of Kimura's disease. The swelling was surgically excised under general anaesthesia. Histopathology of the excised mass confirmed the diagnosis of Kimura's disease.


Assuntos
Hiperplasia Angiolinfoide com Eosinofilia , Doença de Kimura , Linfadenopatia , Síndrome Nefrótica , Hiperplasia Angiolinfoide com Eosinofilia/complicações , Hiperplasia Angiolinfoide com Eosinofilia/diagnóstico , Hiperplasia Angiolinfoide com Eosinofilia/cirurgia , Braço/patologia , Dor no Peito/patologia , Humanos , Doença de Kimura/complicações , Doença de Kimura/diagnóstico , Doença de Kimura/cirurgia , Linfonodos/patologia , Linfadenopatia/diagnóstico por imagem , Linfadenopatia/patologia , Masculino , Síndrome Nefrótica/complicações
4.
Med Princ Pract ; 25(5): 408-16, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27165129

RESUMO

OBJECTIVE: The aim of this study was to investigate the possible migration of proliferating peripheral retinal pigment epithelial (RPE) cells and their association with differential gene expressions. MATERIALS AND METHODS: The RPE layer was obtained from the inner aspect of the eyeball of dark agouti rats (12-13 weeks old) and was mounted on glass slides. The peripheral RPE cell proliferation was evaluated using bromodeoxyuridine immunohistochemistry (n = 10). The cell migration was examined using the Dil tracer technique (n = 40) at the end of weeks 6, 10, 14 and 18. Affymetrix microarray analysis was used to investigate differential gene expressions in peripheral and central RPE cells, which was authenticated by RT-PCR using 4 RPE-specific genes (n = 10). RESULTS: In this study, peripheral RPE cells divided and appeared in clusters, but equatorial and central RPE cells rarely divided. The peripheral RPE cells migrated to the central RPE region in a time-dependent manner up to the end of week 14, but not later. The microarray analysis showed the expression of 9,645 out of a total of 35,220 genes studied. Among the 9,645 genes, 573 were differentially expressed (438 were upregulated and 135 were downregulated) in peripheral RPE cells as compared to central RPE cells. Of these 573 genes, 56 were associated with signaling pathways related to the regulation of cell proliferation, including Pax6, TGFß, BMP and Wnt, and 404 were associated with pathways of cell migration. CONCLUSIONS: In this study, peripheral RPE cells divided and migrated to the central region. This process was associated with differential gene expressions in these cells.


Assuntos
Proteínas Morfogenéticas Ósseas , Movimento Celular , Proliferação de Células , Epitélio Pigmentado da Retina , Animais , Masculino , Proteínas Morfogenéticas Ósseas/metabolismo , Movimento Celular/genética , Proliferação de Células/genética , Regulação para Baixo , Regulação da Expressão Gênica , Análise Serial de Proteínas , Epitélio Pigmentado da Retina/citologia , RNA Mensageiro , Transdução de Sinais , Fatores de Tempo , Regulação para Cima
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