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1.
Zhonghua Nei Ke Za Zhi ; 58(5): 377-381, 2019 May 01.
Article in Chinese | MEDLINE | ID: mdl-31060147

ABSTRACT

Objective: To analyze the correlation between urinary albumin/creatinine ratio (ACR) and 24-hour urinary microalbumin (UMA) and evaluate the predictive value of ARC for early diabetic nephropathy. Methods: A total of 368 patients with type 2 diabetes mellitus were retrospectively collected. Early diabetic nephropathy was defined as 24h UMA 30~<300 mg/24h. The correlation between ACR and 24hUMA, and the area under the receiver operating characteristic (ROC) curve of ACR in diagnosis of early diabetic nephropathy were calculated. Gender, age, course of disease, fasting venous blood glucose, glycosylated hemoglobin, blood pressure, triglyceride and total cholesterol were used as adjusting variables to establish univariate and multivariate logistic models of ACR for early diabetic nephropathy, respectively. A regression model was used to evaluate the diagnostic value of ACR for early diabetic nephropathy. Results: The correlation between ACR and 24h UMA was 0.658. The area under ROC curve of ACR for early diabetic nephropathy was 0.907 before and 0.933 after adjustments of gender, age, course of disease, fasting venous blood glucose, glycosylated hemoglobin, blood pressure, triglyceride and total cholesterol, respectively. The OR value of ACR of diabetic nephropathy was 2.016 before and 2.762 after same adjustments. The calibration of Hosmer-Lemeshow chi-square test evaluation model was 19.362 before (P=0.13) and 14.928 after adjustments (P=0.061). Conclusion: ACR is a better predictor for early diabetic nephropathy although its value is influenced by gender, age, course of disease, blood sugar, lipid, and blood pressure.


Subject(s)
Albuminuria/urine , Creatinine/urine , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/urine , Albumins , Diabetes Mellitus, Type 2/urine , Diabetic Nephropathies/diagnosis , Humans , Predictive Value of Tests , Retrospective Studies
2.
Zhonghua Yi Xue Za Zhi ; 96(44): 3590-3595, 2016 Nov 29.
Article in Chinese | MEDLINE | ID: mdl-27916082

ABSTRACT

Objective: To investigate the effects of ammonium pyrrolidine dithiocarbamate (PDTC) on tubulointerstitial inflammatory molecules and autophagy in diabetic nephropathy (DN) rats. Methods: Twenty-four male Sprague-Dawley rats were assigned to DN group (n=6) and DN+ PDTC group (n=6, PDTC, ip, 100 mg·kg-1·d-1), all received streptozotocin (STZ) 60 mg/kg intraperitoneally, and the other 12 rats were randomly divided into control group (n=6) and PDTC group (n=6). At the end of 12 weeks, after serum creatine (Scr) and 24-hour urinary protein were determined, rats were sacrificed to determined the renal pathological damages and the changes of nuclear factor (NF)-κB p65, p62, osteopontin (OPN), microtubule associated protein 1 light chain 3 (LC3)-Ⅱ/LC3-Ⅰ, nuclear p-NF-κB p65 by immunohistological stainning and Western blot, and ultrastructural changes of autophagic process was observed by electron microscopy (EM). Results: Scr was similar among the four groups (P>0.05). The levels of urinary protein in DN group and DN + PDTC group were significantly higher than the other two groups (all P<0.01), but the level of urinary protein in DN + PDTC group was lower than that of DN group (P<0.05). DN + PDTC group had less tubulointerstitial damage compared with DN group (P<0.05). Among the four groups, expressions of p62, p65, OPN of tubulointerstitial area in DN group were significantly higher than that of the other groups (all P<0.05), and Western blot showed that DN+ PDTC group had less expressions of NF-κB p65, nuclear p-p65, OPN and more expresssion of LC3-Ⅱ/LC3-Ⅰ compared with DN group (all P<0.05), which were consistent with the decreased autophagic vacuoles and increased mitochondria dysfunction revealed by EM. Correlation analysis showed that renal LC3-Ⅱ/LC3-Ⅰ was negatively correlated the expressions of nuclear p-p65 and OPN (r=-0.45, P=0.02; r=-0.50, P=0.01), and p62 was positively correlated the expressions of nuclear p-p65 and OPN (r=0.33, P=0.01; r=0.41, P=0.01). Conclusion: Tubular NF-κB activation is closely related to autophagy dysfunction in DN rats, and PDTC may enhance autophagy activity in tubule cells by blocking NF-κB activity.


Subject(s)
Autophagy , Diabetic Nephropathies , Osteopontin/metabolism , Pyrrolidines/therapeutic use , Thiocarbamates/therapeutic use , Animals , Blotting, Western , Kidney , Male , NF-kappa B , Rats , Rats, Sprague-Dawley , Streptozocin
3.
Genet Mol Res ; 14(4): 15471-81, 2015 Dec 01.
Article in English | MEDLINE | ID: mdl-26634513

ABSTRACT

Recent genome-wide association studies have identified many loci associated with type 2 diabetes mellitus (T2DM), hyperuricemia, and obesity in various ethnic populations. However, quantitative traits have been less well investigated in Han Chinese T2DM populations. We investigated the association between candidate gene single nucleotide polymorphisms (SNPs) and metabolic syndrome-related quantitative traits in Han Chinese T2DM subjects. Unrelated Han Chinese T2DM patients (1975) were recruited. Eighty-six SNPs were genotyped and tested for association with quantitative traits including lipid profiles, blood pressure, body mass index (BMI), serum uric acid (SUA), glycated hemoglobin (HbA1c), plasma glucose [fasting plasma glucose (FPG)], plasma glucose 120 min post-OGTT (P2PG; OGTT = oral glucose tolerance test), and insulin resistance-related traits. We found that CAMTA1, ABI2, VHL, KAT2B, PKHD1, ESR1, TOX, SLC30A8, SFI1, and MYH9 polymorphisms were associated with HbA1c, FPG, and/or P2PG; GCK, HHEX, TCF7L2, KCNQ1, and TBX5 polymorphisms were associated with insulin resistance-related traits; ABCG2, SLC2A9, and PKHD1 polymorphisms were associated with SUA; CAMTA1, VHL, KAT2B, PON1, NUB1, SLITRK5, SMAD3, FTO, FANCA, and PCSK2 polymorphisms were associated with blood lipid traits; CAMTA1, SPAG16, TOX, KCNQ1, ACACB, and MYH9 polymorphisms were associated with blood pressure; and UBE2E3, SPAG16, SLC2A9, CDKAL1, CDKN2A/B, TCF7L2, SMAD3, and PNPLA3 polymorphisms were associated with BMI (all P values <0.05). Some of the candidate genes were associated with metabolic and anthropometric traits in T2DM in Han Chinese. Although none of these associations reached genome-wide significance (P < 5 x 10(-8)), genes and loci identified in this study are worthy of further replication and investigation.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/metabolism , Genetic Predisposition to Disease , Genome-Wide Association Study , Quantitative Trait, Heritable , Aged , Energy Metabolism/genetics , Female , Humans , Insulin Resistance/genetics , Male , Middle Aged , Phenotype , Polymorphism, Single Nucleotide , Risk Factors
4.
BMC Bioinformatics ; 16 Suppl 18: S3, 2015.
Article in English | MEDLINE | ID: mdl-26678073

ABSTRACT

BACKGROUND: Estimating the number of different species (richness) in a mixed microbial population has been a main focus in metagenomic research. Existing methods of species richness estimation ride on the assumption that the reads in each assembled contig correspond to only one of the microbial genomes in the population. This assumption and the underlying probabilistic formulations of existing methods are not useful for quasispecies populations where the strains are highly genetically related. RESULTS: On benchmark data sets, our estimation method provided accurate richness estimates (< 0.2 median estimation error) and improved the precision of ViQuaS by 2%-13% and F-score by 1%-9% without compromising the recall rates. We also demonstrate that our estimation method can be used to improve the precision and F-score of ShoRAH by 0%-7% and 0%-5% respectively. CONCLUSIONS: The proposed probabilistic estimation method can be used to estimate the richness of viral populations with a quasispecies behavior and to improve the accuracy of the quasispecies spectra reconstructed by the existing methods ViQuaS and ShoRAH in the presence of a moderate level of technical sequencing errors. AVAILABILITY: http://sourceforge.net/projects/viquas/.


Subject(s)
Metagenomics , Algorithms , Benchmarking , High-Throughput Nucleotide Sequencing , Internet , User-Computer Interface
5.
Genet Mol Res ; 14(1): 1008-16, 2015 Feb 06.
Article in English | MEDLINE | ID: mdl-25730040

ABSTRACT

Genetic factors play an important role in type 2 diabetes (T2D) complications. Alteration of cerebrovascular blood flow (CBF) is a direct result of cerebrovascular diseases. However, few studies have reported the role of genetics on CBF in patients with T2D. We investigated whether single-nucleotide polymorphisms (SNPs) in metabolic disease genes are associated with CBF in patients with T2D. CBF velocities of CBF were measured in 337 Han Chinese patients with T2D using transcranial Doppler sonography, with 54 cerebrovascular blood flow parameters documented. Fifty-two SNPs from 31 metabolic disease candidate genes were genotyped in patients. Quantitative allelic association and haplotype analyses were performed for candidate gene SNPs and CBF phenotypes. Spearman correlation was used to determine the relationship between CBF parameters and basic clinical characteristics, particularly, body mass index, lipids, fibrinogen, and GHbA1c. MYH9 gene SNPs (rs875726 and rs735853) may be associated with the peak velocity of the right-middle cerebral artery. SNPs rs875726, rs2009930, and rs375246 of the MYH9 gene may be associated with the mean velocity of the right-anterior and posterior cerebral artery. The haplotype G-C-A (rs2239782-rs3752462- rs2269532) of MYH9 may be associated with CBF. MYH9 gene polymorphisms may be associated with multiple CBF phenotypes in Chinese patients with T2D. However, whether MYH9 is a candidate gene for cerebrovascular diseases in Chinese patients with T2D remains unknown.


Subject(s)
Cerebrovascular Circulation/genetics , Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Molecular Motor Proteins/genetics , Myosin Heavy Chains/genetics , Adult , Aged , Aged, 80 and over , Asian People , Cerebrovascular Circulation/physiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/physiopathology , Female , Genetic Association Studies , Genotype , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Ultrasonography, Doppler, Transcranial
6.
Bioinformatics ; 31(6): 886-96, 2015 Mar 15.
Article in English | MEDLINE | ID: mdl-25398613

ABSTRACT

MOTIVATION: The combined effect of a high replication rate and the low fidelity of the viral polymerase in most RNA viruses and some DNA viruses results in the formation of a viral quasispecies. Uncovering information about quasispecies populations significantly benefits the study of disease progression, antiviral drug design, vaccine design and viral pathogenesis. We present a new analysis pipeline called ViQuaS for viral quasispecies spectrum reconstruction using short next-generation sequencing reads. ViQuaS is based on a novel reference-assisted de novo assembly algorithm for constructing local haplotypes. A significantly extended version of an existing global strain reconstruction algorithm is also used. RESULTS: Benchmarking results showed that ViQuaS outperformed three other previously published methods named ShoRAH, QuRe and PredictHaplo, with improvements of at least 3.1-53.9% in recall, 0-12.1% in precision and 0-38.2% in F-score in terms of strain sequence assembly and improvements of at least 0.006-0.143 in KL-divergence and 0.001-0.035 in root mean-squared error in terms of strain frequency estimation, over the next-best algorithm under various simulation settings. We also applied ViQuaS on a real read set derived from an in vitro human immunodeficiency virus (HIV)-1 population, two independent datasets of foot-and-mouth-disease virus derived from the same biological sample and a real HIV-1 dataset and demonstrated better results than other methods available.


Subject(s)
Algorithms , Foot-and-Mouth Disease Virus/genetics , HIV-1/genetics , Haplotypes/genetics , High-Throughput Nucleotide Sequencing/methods , Foot-and-Mouth Disease Virus/classification , HIV-1/classification , Humans
7.
Pharmacogenomics J ; 15(1): 33-7, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25026456

ABSTRACT

Interindividual variability in stable warfarin doses is largely attributed to VKORC1 and CYP2C9 variants. On the basis of a recent finding of the role of GATA4 in control of CYP2C9 expression, we tested a possible effect of GATA4 genotypes on variability in warfarin response using 201 Korean patients with prosthetic cardiac valves. Two single-nucleotide polymorphisms (SNPs), rs2645400 (G>T) and rs4841588 (G>T), were significantly associated with stable warfarin doses in patients carrying CYP2C9 wild-type homozygotes; homozygote carriers of these two SNPs required higher doses than those with other genotypes (5.94±1.73 versus 5.34±1.88 mg, P=0.026; 5.94±1.66 versus 5.37±1.92, P=0.036, respectively). Multivariate analysis showed that two GATA4 combinations, rs867858 (G>T)/rs10090884 (A>C) and rs2645400 (G>T)/rs4841588 (G>T), increased contribution to the overall warfarin dose variability from 36.4 to 40.9%. This study revealed that GATA4 can be predictive of stable warfarin dose and extended warfarin pharmacogenetics further to the regulation of CYP2C9 expression.


Subject(s)
GATA4 Transcription Factor/genetics , Genetic Variation/genetics , Heart Valve Prosthesis , Warfarin/pharmacology , Adult , Aged , Dose-Response Relationship, Drug , Female , Genetic Variation/drug effects , Humans , Male , Middle Aged
8.
J Clin Pharm Ther ; 39(3): 314-8, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24602049

ABSTRACT

WHAT IS KNOWN AND OBJECTIVE: Pharmacogenetic studies of the genetic regulation of warfarin dose requirement have been reported, but few have been on the bleeding complications at therapeutic international normalized ratio (INR). This study aimed to evaluate the effect of gene polymorphisms of CYP2C9, VKORC1, thrombomodulin (THBD) and C-reactive protein (CRP) on the risk of bleeding complications of warfarin at therapeutic INR in Korean patients with mechanical cardiac valves. METHODS: A retrospective warfarin pharmacogenetic association study was performed. One hundred and forty-two patients with mechanical cardiac valves who were on warfarin anticoagulation therapy and maintained INR levels of 2·0-3·0 for 3 consecutive time intervals were followed up. CYP2C9 rs1057910, VKORC1 rs9934438, CRP rs1205, THBD rs1042580 and THBD rs3176123 were genotyped. The association between genotypes and warfarin bleeding complications was evaluated using logistic regression analysis, adjusted for demographic and clinical factors. RESULTS AND DISCUSSION: Of 142 eligible patients, 21 patients (14·8%) had bleeding complications at therapeutic INR. Patients with the G allele in THBD rs1042580 (AG or GG) had a lower risk of bleeding than patients with the AA genotype (adjusted OR: 0·210, 95% CI: 0·050-0·875, P = 0·032). The THBD rs3176123 polymorphism did not show any association with bleeding. For CRP rs1205, patients with the A allele (GA or AA genotype) had a higher risk of bleeding than patients with the GG genotype (adjusted OR: 5·575, 95% CI: 1·409-22·058, P = 0·014). Variant VKORC1 and CYP2C9 genotypes did not confer a significant increase in the risk for bleeding complications. WHAT IS NEW AND CONCLUSIONS: As expected, no association could be found between bleeding complications and two dose-related genes (CYP2C9*3 and VKORC1 rs9934438). In contrast, our results suggest that two genetic markers (THBD rs1042580 and CRP rs1205) could be predictors of bleeding complications of warfarin at normal INR. Given the retrospective study design and the relatively small sample size, our hypothesis requires further independent validation using more robust prospective designs. However, additional retrospective studies similar to ours but in populations with different genetic backgrounds should also be useful.


Subject(s)
Anticoagulants/adverse effects , Heart Valve Prosthesis , Hemorrhage/chemically induced , Hemorrhage/genetics , Warfarin/adverse effects , Aged , Alleles , C-Reactive Protein/genetics , Cytochrome P-450 CYP2C9/genetics , Female , Genotype , Hemorrhage/ethnology , Humans , International Normalized Ratio , Male , Middle Aged , Polymorphism, Single Nucleotide , Republic of Korea , Retrospective Studies , Thrombomodulin/genetics , Vitamin K Epoxide Reductases/genetics
9.
J Endocrinol ; 218(3): 255-62, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23757509

ABSTRACT

For centuries, Berberine has been used in the treatment of enteritis in China, and it is also known to have anti-hyperglycemic effects in type 2 diabetic patients. However, as Berberine is insoluble and rarely absorbed in gastrointestinal tract, the mechanism by which it works is unclear. We hypothesized that it may act locally by ameliorating intestinal barrier abnormalities and endotoxemia. A high-fat diet combined with low-dose streptozotocin was used to induce type 2 diabetes in male Sprague Dawley rats. Berberine (100 mg/kg) was administered by lavage to diabetic rats for 2 weeks and saline was given to controls. Hyperinsulinemia and insulin resistance improved in the Berberine group, although there was no significant decrease in blood glucose. Berberine treatment also led to a notable restoration of intestinal villi/mucosa structure and less infiltration of inflammatory cells, along with a decrease in plasma lipopolysaccharide (LPS) level. Tight junction protein zonula occludens 1 (ZO1) was also decreased in diabetic rats but was restored by Berberine treatment. Glutamine-induced glucagon-like peptide 2 (GLP2) secretion from ileal tissue decreased dramatically in the diabetic group but was restored by Berberine treatment. Fasting insulin, insulin resistance index, plasma LPS level, and ZO1 expression were significantly correlated with GLP2 level. In type 2 diabetic rats, Berberine treatment not only augments GLP2 secretion and improves diabetes but is also effective in repairing the damaged intestinal mucosa, restoring intestinal permeability, and improving endotoxemia. Whether these effects are mechanistically related will require further studies, but they certainly support the hypothesis that Berberine acts via modulation of intestinal function.


Subject(s)
Berberine/administration & dosage , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/metabolism , Drugs, Chinese Herbal/administration & dosage , Glucagon-Like Peptide 2/metabolism , Intestinal Mucosa/metabolism , Animals , Diabetes Mellitus, Type 2/genetics , Glucose/metabolism , Humans , Intestines/drug effects , Male , Rats , Rats, Sprague-Dawley , Zonula Occludens-1 Protein/genetics , Zonula Occludens-1 Protein/metabolism
10.
Clin Exp Rheumatol ; 30(3 Suppl 72): S18-26, 2012.
Article in English | MEDLINE | ID: mdl-22776346

ABSTRACT

OBJECTIVES: Cardiovascular surgery in patients with Behçet's disease (BD) frequently leads to postoperative complications such as anastomotic leakage, occlusion or pseudoaneurysm. We evaluated the clinical outcomes and related risk factors of postoperative complications in BD patients undergoing cardiovascular surgeries, as well as the long-term efficiency of postoperative immunosuppressive treatment. METHODS: Forty-one patients with BD who had undergone cardiovascular surgery between 1990 and 2009 were studied. We evaluated the patients' clinical data, postoperative complications, and survival rate. Risk factors related to the occurrence of postoperative complications were identified by univariate analysis using the Kaplan-Meier method with the log-rank test and multivariate analysis using the Cox proportional hazards regression model. RESULTS: Fifty-nine operations were performed in 41 patients. During the mean follow-up period of 65.3±48.1 months, complications such as paravalvular leakage, dehiscence, fistula, graft occlusion, or pseudoaneurysm occurred in 29 operations (49.2%). The cumulative occurrence rate of postoperative complication was 10.2% at three months, 32.8% at 12 months, and 43.8% at 24 months. Upon univariate analysis, young age, high Creactive protein levels, lack of postoperative immunosuppression, and short disease duration were identified as significant factors responsible for the occurrence of postoperative complications. In multivariate analysis, postoperative immunosuppression was found to independently lower the risk of complications. The 5-year survival rate was significantly higher in patients with postoperative immunosup immunosuppression than in those without (84.5% vs. 45.0%, p=0.011). CONCLUSIONS: The present study suggests that postoperative immunosuppressive therapy after cardiovascular surgeries in BD patients is important for reducing the development of serious postoperative complications.


Subject(s)
Behcet Syndrome/complications , Cardiac Surgical Procedures/adverse effects , Cardiovascular Diseases/surgery , Postoperative Complications/etiology , Vascular Surgical Procedures/adverse effects , Adult , Behcet Syndrome/drug therapy , Behcet Syndrome/mortality , Cardiac Surgical Procedures/mortality , Cardiovascular Diseases/etiology , Cardiovascular Diseases/mortality , Female , Humans , Immunosuppressive Agents/therapeutic use , Kaplan-Meier Estimate , Male , Middle Aged , Multivariate Analysis , Postoperative Complications/mortality , Postoperative Complications/prevention & control , Proportional Hazards Models , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , Vascular Surgical Procedures/mortality
11.
Int J Rheum Dis ; 13(3): 223-9, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20704618

ABSTRACT

INTRODUCTION: Rheumatoid arthritis (RA) patients who have active disease with longer disease duration have been reported to have increased risk of cardiovascular events compared to the normal population. OBJECTIVE: The primary aim of our study is to ascertain the prevalence of significant asymptomatic coronary artery disease (CAD) in Asian RA patients who are in remission using multi-detector computed tomography (MDCT). The secondary aims of our study are the usage of pulse wave velocity and the biomarkers N-terminal pro-brain natriuretic peptide (NT-proBNP) and high-senstivity C-reactive protein (hs-CRP) to detect subclinical atherosclerosis in RA patients. METHODS: We performed a comparative cross-sectional study of 47 RA patients who were in remission with a control group of non-RA patients with a history of atypical chest pain in Sarawak General Hospital from November 2008 to February 2009. All patients underwent 64-slice MDCT, assessment of arterial stiffness using the SphygmoCor test and blood analysis for NT-proBNP and hsCRP. RESULTS: There were 94 patients in our study with a mean age of 50 +/- 8.8 years. The RA and control patients in each group were matched in terms of traditional CV risk factors. Our RA patients had a median disease duration of 3 years (IQR 5.5). MDCT showed evidence of CAD in nine (19.1%) RA patients and three (6.4%) control patients (P = 0.06). There was no significant association between pulse wave velocity (PWV) and presence of CAD in our RA group. There was no significant correlation between PWV with levels of proBNP or hsCRP in our RA patients. CONCLUSIONS: In our current pilot study with the limitation of small sample size, RA was not associated with an increased risk of CAD in our RA patients who were in remission. Larger studies of CAD in Asian RA patients are needed to confirm our current finding.


Subject(s)
Arthritis, Rheumatoid/ethnology , Asian People/statistics & numerical data , Coronary Artery Disease/ethnology , Adult , Arteries/physiopathology , Arthritis, Rheumatoid/therapy , Asymptomatic Diseases , Biomarkers/blood , C-Reactive Protein/analysis , Case-Control Studies , Chi-Square Distribution , Coronary Angiography/methods , Coronary Artery Disease/blood , Coronary Artery Disease/diagnostic imaging , Cross-Sectional Studies , Elasticity , Female , Humans , Malaysia/epidemiology , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Pilot Projects , Prevalence , Remission Induction , Risk Assessment , Risk Factors , Tomography, X-Ray Computed , Ultrasonography
12.
Br J Ophthalmol ; 94(12): 1561-5, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20576782

ABSTRACT

AIMS: To describe the prevalence and causes of decreased visual acuity (VA) in Singaporean Chinese children. METHODS: A population-based survey of Singaporean Chinese children aged 6 to 72 months was conducted. Participants underwent an orthoptic evaluation, cycloplegic refraction and biometric measurements. A sub-group of children aged 30 to 72 months with presenting logMAR VA were included in this analysis. Retesting was performed on the same day or another day by predefined criteria with best refractive correction. Decreased VA was defined as worse than 20/50 (0.4 logMAR) for ages 30 to 47 months and worse than 20/40 (0.3 logMAR) for ages 48 to 72 months. RESULTS: The study examined 3009 children (participation rate 72.3%) of which 2017 children aged 30 to 72 months were eligible for VA testing and completed in 1684 (83.5%). In children aged 30-47 months, the prevalence of decreased presenting VA was 2.1%, and in children 48-72 months, it was 2.05%, with no significant difference between boys and girls in both age groups (p=0.15 and p=0.85). Causes for decreased presenting VA in those 30-47 months were refractive error (7/11, 63.6%), amblyopia (1/11, 9.1%) and "no explanation" (3/11, 27.3%), and 17/24 (70.8%), 5/24 (20.8%) and 2/24 (8.3%), respectively, for those aged 48-72 months. The types of refractive error were astigmatism (15/24, 62.5%), myopia (6/24, 25.0%), hyperopia (2/24, 8.3%) and hyperopia with astigmatism (1/24, 4.2%). CONCLUSIONS: The prevalence of decreased VA among Singaporean Chinese preschoolers is low, with uncorrected refractive error being the main cause in both children 30-47 and 48-72 months.


Subject(s)
Amblyopia/epidemiology , Strabismus/epidemiology , Vision, Low/epidemiology , Visual Acuity , Amblyopia/etiology , Child Development , Child, Preschool , China/ethnology , Female , Humans , Infant , Male , Prevalence , Quality of Life , Sex Distribution , Singapore/epidemiology , Vision, Low/etiology
13.
BMC Bioinformatics ; 9 Suppl 12: S8, 2008 Dec 12.
Article in English | MEDLINE | ID: mdl-19091031

ABSTRACT

BACKGROUND: Accurate identification of splice sites in DNA sequences plays a key role in the prediction of gene structure in eukaryotes. Already many computational methods have been proposed for the detection of splice sites and some of them showed high prediction accuracy. However, most of these methods are limited in terms of their long computation time when applied to whole genome sequence data. RESULTS: In this paper we propose a hybrid algorithm which combines several effective and informative input features with the state of the art support vector machine (SVM). To obtain the input features we employ information content method based on Shannon's information theory, Shapiro's score scheme, and Markovian probabilities. We also use a feature elimination scheme to reduce the less informative features from the input data. CONCLUSION: In this study we propose a new feature based splice site detection method that shows improved acceptor and donor splice site detection in DNA sequences when the performance is compared with various state of the art and well known methods.


Subject(s)
Computational Biology/methods , DNA/chemistry , RNA Splicing , Algorithms , Artificial Intelligence , Base Sequence , Markov Chains , Models, Genetic , Models, Statistical , Pattern Recognition, Automated/methods , Sequence Alignment/methods , Sequence Analysis, DNA/methods , Sequence Analysis, Protein/methods , Software
14.
Singapore Med J ; 48(5): 408-14, 2007 May.
Article in English | MEDLINE | ID: mdl-17453098

ABSTRACT

INTRODUCTION: There are limited data on heart failure (HF) cohorts with objective clinical definition of HF. Many observational HF studies were based on discharge diagnosis codes, making them subjective. Many did not have contemporaneous left ventricular function assessment. This study was done to evaluate the characteristics and one-year prognosis of a single centre multi-ethnic Asian inpatient HF cohort, with these limitations addressed, with the aim of yielding a more accurate picture of true HF. METHODS: This was an observational prospective study. Patients who fulfilled the modified Framingham criteria for clinical HF and study inclusion criteria of serum creatinine level less than 267 micromol/L, serum albumin level greater than 28 g/L, and a contemporaneous trans-thoracic echocardiography (TTE) study were enrolled. TTE studies ordered were attempted within 72 hours. RESULTS: 173 patients were enrolled into the study. TTE was done within 72 hours of admission for 86.1 percent (n = 149) of the participants. Diastolic HF constituted 22.0 percent of the cohort. The mean age of the participants was 68.7 (standard deviation, 12.0) years. The prevalence of elderly patients, diabetes mellitus, hypertension and ischaemic cardiomyopathy were high. The one-year mortality rate was 20.8 percent (n = 36). The one-year death or readmission for any cause rate was 69.4 percent (n = 120). The mean time in hospital for any cause within the one year was 11.8 +/- 17.9 days. Ethnicity had prognostic implications. Being elderly, having elevated random blood glucose or serum creatinine levels were associated with a worse prognosis. CONCLUSION: With strict methodology, HF is truly a disease of the elderly, with significant one-year mortality and morbidity consequences. Prognostic characteristics are reviewed.


Subject(s)
Heart Failure/therapy , Aged , Cohort Studies , Echocardiography , Female , Heart Failure/complications , Heart Failure/diagnosis , Heart Failure/mortality , Humans , Male , Middle Aged , Prognosis , Singapore/epidemiology , Stroke Volume , Survival Rate
17.
BMC Bioinformatics ; 7 Suppl 5: S15, 2006 Dec 18.
Article in English | MEDLINE | ID: mdl-17254299

ABSTRACT

BACKGROUND: Recent advances and automation in DNA sequencing technology has created a vast amount of DNA sequence data. This increasing growth of sequence data demands better and efficient analysis methods. Identifying genes in this newly accumulated data is an important issue in bioinformatics, and it requires the prediction of the complete gene structure. Accurate identification of splice sites in DNA sequences plays one of the central roles of gene structural prediction in eukaryotes. Effective detection of splice sites requires the knowledge of characteristics, dependencies, and relationship of nucleotides in the splice site surrounding region. A higher-order Markov model is generally regarded as a useful technique for modeling higher-order dependencies. However, their implementation requires estimating a large number of parameters, which is computationally expensive. RESULTS: The proposed method for splice site detection consists of two stages: a first order Markov model (MM1) is used in the first stage and a support vector machine (SVM) with polynomial kernel is used in the second stage. The MM1 serves as a pre-processing step for the SVM and takes DNA sequences as its input. It models the compositional features and dependencies of nucleotides in terms of probabilistic parameters around splice site regions. The probabilistic parameters are then fed into the SVM, which combines them nonlinearly to predict splice sites. When the proposed MM1-SVM model is compared with other existing standard splice site detection methods, it shows a superior performance in all the cases. CONCLUSION: We proposed an effective pre-processing scheme for the SVM and applied it for the identification of splice sites. This is a simple yet effective splice site detection method, which shows a better classification accuracy and computational speed than some other more complex methods.


Subject(s)
Algorithms , Models, Statistical , Pattern Recognition, Automated , RNA Splice Sites , Sequence Analysis, RNA/methods , Animals , Base Sequence , Eukaryotic Cells , Humans , Markov Chains , Molecular Sequence Data , Sequence Homology, Nucleic Acid , Time Factors
19.
Environ Technol ; 24(3): 377-82, 2003 Mar.
Article in English | MEDLINE | ID: mdl-12708408

ABSTRACT

Catalytic decomposition of NO on platinum catalysts at 873-1,173 K was investigated in the present work. The yield of N2 in the NO decomposition process was significantly increased on the alkalizing Pt/Al2O3 catalyst. The enhancement may be attributed to a trap of additional NO molecules by basic sites ofthe alkalized catalyst. The interstitially adsorbed species (NaOH(NO)Pt) might increase the NO adsorption strength during the catalytic NO reduction process. Pt on the high acidity HY was also active for catalytic decomposition of NO. Nevertheless, its activity decreased at higher temperatures (>1,073 K) because of the distortion of the HY framework. Combined results of XPS (X-ray photoelectron spectra) and TPR (temperature programmed reduction) showed that PtO and PtO2 were the main active species on the alkalized Al2O3 and HY during NO reduction.


Subject(s)
Air Pollution/prevention & control , Aluminum Oxide/chemistry , Free Radical Scavengers/chemistry , Nitric Oxide/chemistry , Platinum/chemistry , Adsorption , Catalysis , Vehicle Emissions
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